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This work was performed at the Microbiology Group of the Faculty of Pharmacy, University of Porto (FFUP, Porto, Portugal). The author received financial support through an individual pre-doctoral fellowship funded by the Foundation for Science and Technology (FCT) of Portugal with the reference SFRH/BD/84341/2012. Additionaly, a Federation of European Microbiologies Societies (FEMS) Research Grant (FEMS-RG-2014-0089) was attributed to the author to realize a three months internship in Hospital Universitario Ramón y Cajal (Instituto Ramón y Cajal de Investigación Sanitaria, IRYCIS), Madrid, Spain. The experimental research performed in this work was supported by funds from the European Union (FEDER funds) through Programa Operacional Fatores de Competitividade – COMPETE; through project POCI/01/0145/FEDER/007728), and national funds [FCT and Quadro de Referência Estratégica Nacional (QREN)] through projects numbers Pest-C/EQB/LA0006/2013, UID/Multi/04546/2013, NORTE-07-0124-FEDER-000066 and under the Partnership Agreement PT2020 UID/MULTI/04378/2013.
Carla Alexandra Parada Rodrigues
In depth characterization of contemporary Escherichia coli and
Klebsiella pneumoniae resistant to extended-spectrum β-lactams: from key molecular drivers to clonal delineation
Tese do 3.º Ciclo de Estudos Conducente ao Grau de Doutoramento em Ciências
Farmacêuticas na Especialidade de Microbiologia
Trabalho realizado sob a orientação de:
Professora Doutora Luísa Peixe (Professora Associada com agregação da Faculdade
de Farmácia, Universidade do Porto, Portugal; chefe de grupo BacT_Drugs Lab do
UCIBIO/REQUIMTE, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal)
Doutora Ângela Novais (Investigadora UCIBIO/REQUIMTE, Faculdade de Farmácia,
Universidade do Porto, Portugal)
Professora Doutora Elisabete Machado (Professora Associada da Faculdade de
Ciências de Saúde, Universidade Fernando Pessoa, Porto, Portugal; Investigadora
UCIBIO/REQUIMTE, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal).
May 2017
É AUTORIZADA A REPRODUÇÃO INTEGRAL DESTA TESE APENAS PARA EFEITOS
DE INVESTIGAÇÃO, MEDIANTE DECLARAÇÃO ESCRITA DO INTERESSADO, QUE A
TAL SE COMPROMETE;
Carla Alexandra Parada Rodrigues
v
AGRADECIMENTOS (ACKNOWLEDGMENTS)
Ao concluir esta Tese de Doutoramento quero expressar a minha gratidão e
reconhecimento a instituições, mas acima de tudo, a todas as pessoas que direta ou
indiretamente me acompanharam pelo maravilhoso mundo da Ciência e por todo o auxílio
que me dedicaram e que, de forma crucial, contribuíram para que a realização desta tese
se tornasse uma realidade. MUITO OBRIGADA!
“Coming together is a beginning; keeping together is progress; working together
is success”
Henry Ford
Em primeiro lugar à minha orientadora Prof. Doutora Luísa Peixe, e
coorientadoras Doutora Ângela Novais e Prof. Doutora Elisabete Machado quero deixar
expresso o meu profundo agradecimento por terem aceite esta tarefa tão árdua que é a
orientação de um aluno de Doutoramento. Agradeço todo o apoio durante estes quatro
anos e a partilha de conhecimentos constante.
À Prof. Doutora Luísa Peixe um muito obrigada por me ter permitido realizar o
meu trabalho de doutoramento na sua equipa, por me fornecer os meios para a realização
do mesmo e por estimular todos os dias o meu pensamento criativo mas também crítico
para alcançar o sucesso! Obrigada ainda pelo carinho, amizade e por acreditar em mim.
À Doutora Ângela Novais, não quero deixar passar esta oportunidade para
expressar um agradecimento muito especial. Sem dúvida que a conclusão desta tese não
teria sido possível sem o seu esforço e contributo inigualáveis. Muito obrigada do fundo do
coração pela paciência, por me inspirar a querer fazer mais e melhor, pelos conhecimentos
transmitidos, e pelas longas horas de discussões tão importantes na minha formação, no
desenvolvimento do meu espírito crítico e criatividade! Sinto esta Tese tão minha quanto
sua! Mais do que tudo, obrigada pela constante disponibilidade! Não posso deixar de
manifestar a minha gratidão, admiração, carinho, e acima de tudo amizade.
À Prof. Doutora Elisabete Machado pelas palavras de carinho, incentivo, força e
motivação proferidas sempre nas alturas certas. Obrigada pela amizade, pelo apoio, pela
compreensão e pela transmissão de conhecimentos.
vi
Em segundo lugar quero agradecer todo o apoio financeiro concedido ao longo
destes quatro anos: Fundação para a Ciência e a Tecnologia (FCT), Ministério da
Educação e da Ciência (MEC) (Bolsa SFRH/BD/84341/2012, QREN – POPH – Tipologia
4.1 – Formação Avançada, comparticipado pelo Fundo Social Europeu e por fundos
sociais do MEC). Agradeço também à Federation of European Microbiologies Societies
(FEMS) pela bolsa de investigação (FEMS Research Grant - FEMS-RG-2014-0089) que
me foi concedida para poder realizar um estágio essencial na minha formação no
Laboratório de Microbiologia do Hospital Universitario Ramón y Cajal em Madrid,
Espanha. Adicionalmente, gostaria de agradecer à Unidade de Investigação/FCT –
UCIBIO/REQUIMTE (através do projeto PEst-C/EQB/LA0006/2011 e
UID/MULTI/04378/2013, fundos FEDER POCI/01/0145/FEDER/007728, e FCT/MEC
ao abrigo do programa PT2020 UID/MULTI/04378/2013).
À Prof. Doutora São José Nascimento agradeço ter-me dado a oportunidade de
realizar este trabalho no Laboratório de Microbiologia da Faculdade de Farmácia da
Universidade do Porto. A todos os Prof. Doutores do Laboratório de Microbiologia quero
agradecer todas as palavras de carinho, disponibilidade e a simpatia com que me
receberam.
À Joana Campos que mais que uma companheira de trabalho se transformou num
pilar durante estes anos, não tenho palavras para dizer o quanto te devo, e o quão
orgulhosa estou de tudo o que alcançaste! Nunca te esqueças que estarei sempre aqui
como tens estado para mim. Acho que no fundo somos irmãs de mães diferentes!! À
minha companheira de bancada e confidente ao longo destes anos, Teresa Ribeiro,
obrigada pela experiência partilhada e por toda a amizade, e mais que tudo obrigada por
me ouvires sempre e pelo apoio prestado. Aos amigos e companheiros assíduos Liliana
Silva, Joana Mourão, João Pires, João Botelho, Michael Brilhante, Eduarda Silveira e
Raquel Branquinho quero agradecer todos os momentos de companheirismo, amizade,
risadas e confidências (bem sei que ás vezes as minhas eram um pouco exageradas),
partilha e auxílio nos bons e nos maus momentos. Sem dúvida que tornaram este caminho
muito especial e mais fácil de superar. Obrigado por fazerem com que todos os dias de
trabalho valessem a pena.
Às “seniores”, Prof. Doutora Carla Novais, Prof. Doutora Patrícia Antunes, Doutora
Ana Freitas e Doutora Filipa Grosso quero agradecer todo o apoio, boa disposição,
incentivo, disponibilidade e partilha de conhecimentos. Muito obrigada!
vii
Aos membros e companheiros mais recentes, mas também importantes, Joana
Rocha, Magda Księżareke e Svetlana Perovic o meu muito obrigada pelo carinho e
simpatia.
Não posso deixar de agradecer a duas pessoas muito especiais, Doutora Teresa
Coque e Doutor Val Lanza, que além da determinante contribuição na minha formação no
mundo da genómica, me receberam e acolheram durante três meses incríveis no
Laboratório de Microbiologia do Hospital Universitario Ramón y Cajal em Madrid
(Espanha) com todo o carinho e simpatia! A toda a equipa deste laboratório, em especial
Ana Sofia, Marta Hernández, Irene Merino, Elsa Freitas e Ricardo León por me fazerem
sentir em casa! Obrigada!
Gostaria também de agradecer à Doutora Clara Sousa, Professor Doutor João
Lopes e ao Doutor Hugo Osório, pelo conhecimento partilhado e disponibilidade
demonstrada.
À Cristina Pinto da Costa (a minha “Tininha”) um agradecimento muito especial,
por toda a ajuda prestada, pelos desabafos, pela companhia e acima de tudo pela amizade
que guardarei para sempre no meu coração (acredita que “a peste” não se vai esquecer
nunca de ti). Muito obrigada por tudo. Ao Nuno Oliveira agradeço todo o apoio ao longo
destes anos.
A todos os alunos de projeto e de iniciação à investigação da Faculdade de
Farmácia da Universidade do Porto (Sofia Fernandes, Carolina Montenegro, Carolina
Pereira) muito obrigada pelo carinho, simpatia e por toda a ajuda prestada. Foi sem
dúvida um prazer conhecer-vos.
A todos os alunos ERASMUS com quem tive oportunidade de trabalhar (Irina
Gheorghe, Ilda Czobor e Valérie De Scheerder, Filip Sima, Jan Bavlovič,) o meu muito
obrigada pela partilha de experiências quer laborais, quer culturais. Foi um prazer
conhecer-vos.
Às amigas de uma vida, Maria João, Bruna, Mafalda, Cris, Xana e Tanita, obrigado
pelo apoio incondicional, por perdoarem a minha ausência e por torcerem por mim em
todos os momentos. Obrigado por estarem sempre lá e por comprovarem que a verdadeira
amizade pode fortalecer-se todos os dias, fazendo jus à frase “longe da vista, mas perto do
coração”.
viii
Ao Luís, meu futuro marido, companheiro de longos anos e já parte da minha
família. Muito obrigada pelo amor, apoio, compreensão e por seres diariamente o meu
pilar, que me faz acreditar que sou capaz de tudo. Às vezes tenho a sensação que me
conheces melhor do que eu a mim mesma! Sei que nem sempre foi fácil lidar com tudo
que a vida de um investigador implica, mas mesmo assim estiveste SEMPRE lá. Nunca
terei palavras suficientes para te agradecer o apoio incondicional, mas tenho a certeza que
terei amor para te dar SEMPRE!
Aos meus pais e ao meu irmão, sem dúvida as pessoas mais importantes da minha
vida juntamente com o Luís. Obrigado por acreditarem em mim, por apoiarem os meus
sonhos e nunca me deixarem desistir, e sobretudo por contribuírem para ser quem sou
hoje. Sem vocês esta tese não seria possível. Mãe obrigada por me ouvires todos os dias e
por sofreres mais do que eu por mim...um dia saberei o que isso é! OBRIGADA!
Também gostaria de agradecer à Isabel, ao senhor Filipe e à “Anginha” pelo apoio
que me deram sempre! No fundo são já a minha família! Obrigada!
Por fim e por estranho que possa parecer a quem está neste momento a ler estes
agradecimentos há um ser muito especial a quem tenho que agradecer! A minha cadela
Kira!! Foste a minha companheira fiel nestes meses de escrita e foste também a minha
“sanidade mental”. Acho que nunca poderás ter noção do significado que tiveste nesta
fase. Parece que ainda estou a ver-te olhar para mim do sofá enquanto eu trabalhava!
Obrigada fiel companheira!
“As coisas vulgares que há na vida
Não deixam saudade
Só as lembranças que doem
Ou fazem sorrir
Há gente que fica na história
Da história da gente
E outras de quem nem o nome
Lembramos ouvir”
Jorge Fernando “Chuva”
ix
ABSTRACT
The rise on antibiotic resistance (ABR) rates among main bacterial pathogens is a growing
global Public Health threat with significant social and economic impact. Of particular concern is
the ever-increasing detection of Escherichia coli (Ec) and Klebsiella pneumoniae (Kp) strains
resistant to multiple clinically important antibiotics for human medicine, including relevant and
even last-resource therapeutic choices [extended-spectrum cephalosporins (ESC), carbapenems,
fluoroquinolones or colistin] seriously compromising the eradication of common infections.
Besides the endemicity of extended-spectrum β-lactamase (ESBL)-producing Ec since long time in
different settings, the situation is nowadays particularly worrying for Kp due to the explosive
dispersion of strains producing ESBLs and especially carbapenemases among different healthcare
settings [hospitals, ambulatory, nursing homes (NHs), long-term care facilities (LTCFs)]. However,
bacterial dispersion drivers (clones and mobile genetic elements) behind this scenario are still
poorly understood and explored for Kp and in recent national collections of Ec. The availability of
molecular tools for accurate and detailed characterization at strain [e.g. whole genome sequencing
(WGS)] or plasmid levels provides an excellent opportunity for a more precise definition of
evolutionary processes of a bacterial pathogen as well as the recognition of key dispersion drivers of
ABR genes, in order to understand possible transmission pathways. Moreover, epidemiological
surveillance of the multidrug resistant (MDR) Ec and Kp clones is essential for clinical laboratories
to guide infection control measures and therapeutic decisions, but accurate, quick and low cost
methods are lacking.
The main goals of this work were to determine the current epidemiological scenario
involving acquired resistance to extended-spectrum β-lactams in recent collections of Ec and Kp
from different clinical and non-clinical human settings in Portugal; and to explore different high-
throughput omics approaches for accurate and quick typing of MDR Kp strains, identifying key
molecular features behind their discriminatory potential. To accomplish these purposes, a
comprehensive multilevel characterization of recent Ec and Kp isolates non-susceptible to
extended-spectrum β-lactams from different clinical (hospital, ambulatory, LTCFs, NHs) and non-
clinical (healthy volunteers) human settings mainly from the North region of Portugal (2006-2016)
was performed. Additionally, a representative international collection of main MDR Kp clones and
genomes included in public databases were used to assess the potential of different high-
throughput methodologies [Fourier transform infrared (FTIR) spectroscopy, matrix assisted laser
desorption ionization-time of flight mass spectrometry (MALDI-TOF MS) and WGS] for typing and
characterization of Kp.
The results of this Thesis revealed high resistance rates to extended-spectrum β-lactams
among clinical Ec and Kp and significant epidemiological changes in the period analysed (2006-
2016), though fosfomycin and colistin seem to be valuable alternatives. Currently, CTX-M-15-
producing Ec B2-ST131 is still dominating ESBL-producing Ec population, though different
subclones (fimH30, fimH22) presumably associated with variable pathogenic/persistence abilities
were identified. On the other hand, a remarkable increase in the proportion of ESBL-producing Kp
(a ca. five-fold increase in 3 years) was noted (especially CTX-M-15) linked mostly to worldwide
x
spread lineages (mainly ST15, ST147) known to have an increased ability to spread and persist, and
plasmids apparently well adapted to this species (IncR, IncFIIK). Moreover, carbapenemase-
producing Kp (mostly KPC-3 and ST147/ST15) were detected since 2011, and rapidly disseminated
among hospitalized patients and also residents of LTCFs and NHs, a situation of high concern that
requires reinforced surveillance and a concerted infection control action. It is also of note the
identification of specific capsular types among lineages belonging to ST15 (K19, K24, KL110, KL112)
or ST147 (K64) infecting or colonizing humans and with ability to carry variable MDR plasmids,
reflecting their open genome. Lineages belonging to the major clonal groups (CGs) 15 and 14 were
precisely defined by comparative genomics analysis showing circulation in different geographic
regions for several years and a correspondence with specific capsular types. Moreover, a turbulent
flux of plasmids of disparate families containing a wide number of adaptive traits (including ABR
genes) was observed, with IncF and IncR plasmids being pervasive and greatly contributing to the
CG15/14 pangenome. Besides supporting the intraclonal genomic variability inferred by genotypic
methods, FTIR spectroscopy proved to be able to accurately differentiate Kp capsular types,
highlighting the potential of this methodology as a fast and accurate alternative K-typing tool, and
eventually its potential for Kp typing in routine laboratory conditions, as demonstrated by the
application of this approach in a real-time context. Conversely, MALDI-TOF MS showed a limited
potential to discriminate MDR Kp clones, apparently explained by the high degree of conservation
of Kp ribosomal proteins.
This Thesis provides a comprehensive overview of the molecular basis for ESC and
carbapenem resistance among Ec and Kp, unveiling particular lineages and species-specific
plasmids at the origin of the dispersion of genes encoding ESBL or carbapenemases. Moreover,
alternative K-typing tools (FTIR spectroscopy) with potential routine application are proposed, and
ultimately the high congruence observed between genotypic, genomics and metabolomics
approaches for Kp typing points to a great relevance of surface bacterial components (and
particularly the capsule) on the evolution, host adaptation and/or virulence features in this species
that deserves to be further explored.
Keywords: extended-spectrum acquired β-lactamases, drivers, typing, high-throughput methods
xi
RESUMO
O aumento da frequência de resistência a antibióticos (RA) em bactérias patogénicas
relevantes representa uma ameaça global para a saúde pública com significativos impactos sociais
e económico. De particular preocupação é a crescente deteção de Escherichia coli (Ec) e Klebsiella
pneumoniae (Kp) resistentes a múltiplos antibióticos importantes para a medicina humana,
incluindo antibióticos de primeira e última linha [cefalosporinas de largo espectro (CLE),
carbapenemos, fluoroquinolonas, colistina], comprometendo seriamente a erradicação de infeções
frequentes. Adicionalmente à já antiga endemicidade de Ec produtoras de β-lactamases de
espectro alargado (BLEA) em diferentes nichos, o aparecimento e disseminação de estirpes de Kp
produtoras de BLEAs e carbapenemases em diferentes instituições de saúde [hospitais,
ambulatório, lares, unidades de cuidados continuados (UCCs)] agravou significativamente a
problemática da resistência.
No entanto, os veículos de dispersão (clones e elementos genéticos móveis) subjacentes a
este cenário encontram-se ainda insuficientemente explorados em Kp e em coleções recentes
nacionais de Ec. Com a recente disponibilização de ferramentas moleculares com maior resolução
para a discriminação bacteriana ao nível da infraespécie [e.g. sequenciação do genoma total
(WGS)] e para a tipagem de plasmídeos abriu-se uma excelente oportunidade para uma definição
mais precisa dos processos evolutivos de bactérias patogénicas assim como para o reconhecimento
dos veículos chave de dispersão de genes de RA essenciais para compreender possíveis vias de
transmissão. Além disso, a vigilância epidemiológica de clones multirresistentes (MR) de Ec e Kp é
fundamental na rotina clinica, para a adoção de medidas de controlo de infeção efetivas e para
guiar decisões terapêuticas, sendo, no entanto, necessários métodos de tipagem precisos, rápidos e
de baixo custo.
Os principais objetivos deste trabalho compreenderam a caracterização epidemiológica
da resistência adquirida a β-lactâmicos de espectro alargado em Ec e Kp provenientes de diferentes
nichos clínicos e não clínicos humanos em Portugal; e a exploração de diferentes abordagens
ómicas de alto rendimento para a tipagem rápida de Kp MR, identificando características
moleculares chave subjacentes ao seu poder discriminatório. Assim, procedeu-se através de uma
aproximação multinível à caracterização de isolados recentes de Ec e Kp não suscetíveis a β-
lactâmicos de espectro alargado provenientes de diferentes nichos clínicos (hospital, ambulatório,
UCCS, lares) e não-clínicos (voluntários saudáveis) e maioritariamente da região Norte de Portugal
(2006-2016). Além disso, uma coleção internacional de Kp MR representativa dos principais
clones foi utilizada para avaliar o potencial de diferentes metodologias de alto rendimento, como a
espectroscopia de infravermelho com transformada de Fourier (FTIR) e a espectrometria de massa
com analisador por tempo de voo e fonte de libertação/ionização por laser e matriz (MALDI-TOF
MS) para a tipagem de Kp, e utilizando-se como referência a análise resultante da sequenciação de
todo o genoma (WGS) (coleção representativa de clones internacionais e genomas disponíveis em
bases de dados públicas).
xii
Os resultados desta tese revelaram uma elevada frequência de resistência a β-lactâmicos
de espectro alargado em Ec e a Kp de origem clínico e importantes alterações epidemiológicas no
período analisado (2006-2016), embora a fosfomicina e a colistina pareçam ser ainda alternativas
valiosas. Atualmente, Ec B2-ST131 produtora de CTX-M-15 continua a dominar a população de Ec
produtoras de BLEAs, embora tenham sido detetados diferentes subclones (fimH30, fimH22),
presumivelmente associados a um potencial patogénico e/ou de persistência variável. Por outro
lado, observou-se um aumento notável na proporção de Kp produtoras de BLEAs (cerca de 5 vezes
em 3 anos), especialmente CTX-M-15, associada a clones globalmente disseminados (ST15, ST147),
conhecidos pela sua capacidade de propagação e persistência, e plasmídeos aparentemente bem
adaptados a esta espécie (IncR, IncFIIK). Além disso, detetou-se a ocorrência de Kp produtoras de
carbapenemases (principalmente KPC-3 e ST147/ST15) desde 2011, que se disseminaram
rapidamente entre pacientes hospitalizados e também residentes de UCCs ou lares, situação
preocupante e que requer uma ação concertada de vigilância e controlo de infeção. É também de
salientar a identificação de tipos capsulares específicos entre linhagens pertencentes a ST15 (K19,
K24, KL110, KL112) ou ST147 (K64), associados a infeção ou colonização em humanos e com
variáveis plasmídeos de multirresistência, refletindo o seu “open genome”. Linhagens pertencentes
a grupos clonais (GCs) maioritários como GC15 e GC14 foram definidas com precisão por genómica
comparativa, revelando a sua circulação em diferentes regiões geográficas ao longo de vários anos
e uma correspondência com determinados tipos capsulares. Além disso, observou-se um fluxo
turbulento de plasmídeos de diferentes famílias contendo um elevado número de características
adaptativas, incluindo genes de RA, sendo os de tipo IncF e IncR os que mais contribuem para o
pangenoma de GC15/GC14. Para além de suportar a variabilidade genómica intraclonal inferida
por métodos genotípicos, a espectroscopia de FTIR provou ser capaz de diferenciar com precisão
os tipos capsulares de Kp, destacando o potencial desta metodologia como uma ferramenta
alternativa rápida para tipagem capsular, eventualmente adaptável à rotina de microbiologia
clínica, conforme demonstrado pela aplicação desta abordagem num contexto em “tempo real”.
Inversamente, o MALDI-TOF MS mostrou um limitado potencial de discriminação, aparentemente
explicado pelo elevado grau de conservação das proteínas ribossomais em Kp.
Esta tese fornece uma visão abrangente da base molecular da resistência a CLE e
carbapenemos em Ec e Kp, revelando o papel de linhagens particulares e plasmídeos específicos de
espécie como veículos de dispersão de genes que codificam para BLEAs ou carbapenemases. Além
disso, são propostas ferramentas de tipagem de Kp alternativas (espectroscopia de FTIR) com
potencial aplicação na rotina. Por último, a elevada congruência observada entre abordagens
genotípicas, genómicas e metabolómicas na tipagem de Kp aponta para a relevância dos
componentes bacterianos de superfície (particularmente a cápsula) na evolução, adaptação ao
hospedeiro e/ou características de virulência nesta espécie que merecem ser alvo de um estudo
aprofundado.
Palavras-chave: β-lactamases adquiridas de espectro alargado, veículos de dispersão, tipagem,
metodologias de alto rendimento
xiii
CONTENTS CHAPTER 1 – INTRODUCTION..........................................................................1 1.1. Fundaments for understanding the epidemiology of Escherichia coli and Klebsiella
pneumoniae resistant to extended-spectrum β-lactam antibiotics in the 21st century ......... 3
1.1.1. The growing burden of multidrug resistant (MDR) Escherichia coli and
Klebsiella pneumoniae ....................................................................................................... 3
1.1.2. Acquired resistance mechanisms to extended-spectrum β-lactams in
Escherichia coli and Klebsiella pneumoniae: a current perspective ............................... 13
1.1.3. Update on clinical relevance, virulence and population structure of
Escherichia coli and Klebsiella pneumoniae isolates resistant to extended-spectrum β-
lactams from clinical and non-clinical human settings ................................................... 29
1.1.3.1. Escherichia coli ......................................................................................... 30
1.1.3.2. Klebsiella pneumoniae ............................................................................. 38
1.1.4. Mobile genetic elements involved in the spread of bla genes among
Escherichia coli and Klebsiella pneumoniae ................................................................... 44
1.2. Overview of typing methods for Escherichia coli and Klebsiella pneumoniae:
exploring the potential of omics approaches ........................................................................ 50
1.2.1. Phenotyping methods ....................................................................................... 53
1.2.2. Genotyping methods ......................................................................................... 57
1.2.3. Proteomics ........................................................................................................ 63
1.2.4. Metabolomics .................................................................................................... 66
REFERENCES ............................................................................................ 69
CHAPTER 2 – OBJECTIVES AND OUTLINE OF THE STUDY.................113 2.1. Statement of objectives ............................................................................................ 115
2.2. Outline of the thesis ................................................................................................. 119
CHAPTER 3 – RESULTS AND DISCUSSION………………………….................123 3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds
associated with Escherichia coli from human origin ......................................................... 125
3.1.1. Increase of widespread A, B1 and D Escherichia coli clones producing a high-
diversity of CTX-M-types in a Portuguese hospital ....................................................... 127
xiv
3.1.2. Occurrence of extended-spectrum β-lactamase (ESBL)-producing Escherichia coli
in Portuguese nursing homes: the identification of different B2-ST131 subclones
(fimH30, fimH22).....…..…………………………………………………………………………………… 139
3.1.3. An update on faecal carriage of ESBL-producing Enterobacteriaceae by
Portuguese healthy humans: detection of the H30 subclone of B2-ST131 Escherichia
coli producing CTX-M-27 ................................................................................................ 145
3.1.4. Importation of fosfomycin resistance fosA3 gene to Europe ............................... 151
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to
extended-spectrum β-lactams in different Portuguese clinical settings ............................ 155
3.2.1. Expansion of ESBL-producing Klebsiella pneumoniae in hospitalized patients: a
successful story of international clones (ST15, ST147, ST336) and epidemic plasmids
(IncR, IncFIIK) ................................................................................................................. 157
3.2.2. KPC-3-Producing Klebsiella pneumoniae in Portugal linked to previously
circulating non-CG258 lineages and uncommon genetic platforms (Tn4401d-IncFIA
and Tn4401d-IncN) ......................................................................................................... 167
3.2.3. Detection of VIM-34, a novel VIM-1 variant identified in the intercontinental
ST15 Klebsiella pneumoniae clone ................................................................................. 177
3.2.4. High rates of long-term care facilities (LTCFs) residents colonized with multidrug
resistant Klebsiella pneumoniae lineages frequently causing infections in Portuguese
clinical institutions .......................................................................................................... 181
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches:
from classical to high-throughput modern typing .............................................................. 189
3.3.1. Congruence between capsular genotypic and phenotypic features of multidrug-
resistant (MDR) Klebsiella pneumoniae clones: a step-forward on K-typing by Fourier
Transform Infrared (FTIR) Spectroscopy ....................................................................... 191
3.3.2. Fourier Transform Infrared (FTIR) spectroscopy based-typing for “real-time”
analysis of an outbreak by carbapenem-resistant Klebsiella pneumoniae isolates ...... 219
3.3.3. Elucidating constraints for differentiation of major human Klebsiella
pneumoniae clones by MALDI-TOF MS ....................................................................... 227
3.3.4. High-resolution genomic analysis of the globally disseminated multidrug
resistance Klebsiella pneumoniae Clonal Groups 14 and 15 ......................................... 239
CHAPTER 4 - CONCLUSIONS.........................................................................291 APPENDIX…………………………………………………………………………………...............297
xv
LIST OF FIGURES Chapter 1 – Introduction FIGURE 1. Ceftazidime MIC distribution and ECOFF values for Escherichia coli isolates..
......................................................................................................................................... 4
FIGURE 2. Schematic representation of the dissemination routes of antibiotic resistant
bacteria ............................................................................................................................ 5
FIGURE 3. Targets of the main antibiotics used in Enterobacteriaceae infections ........... 6
FIGURE 4. Trends in antibiotic resistance (third-generation cephalosporins,
carbapenems, fluoroquinolones and aminoglycosides) among E. coli clinical isolates
by world region, with Portugal detailed for comparison ............................................... 7
FIGURE 5. Trends in antibiotic resistance (third-generation cephalosporins,
carbapenems, fluoroquinolones and aminoglycosides) among K. pneumoniae clinical
isolates by world region, with Portugal detailed for comparison .................................. 8
FIGURE 6. Structure of different β-lactam antibiotic families ......................................... 13
FIGURE 7. Timeline representation of the introduction of β-lactams into clinical practice
and further sequential emergence of β-lactamases among Enterobacteriaceae ........ 16
FIGURE 8. Distribution of different carbapenemases types among Enterobacteriaceae
isolates by world region (2008-14) ............................................................................... 24
FIGURE 9. Worldwide geographic distribution of KPC-producing K. pneumoniae in
clinical and non-clinical human settings ...................................................................... 25
FIGURE 10. Worldwide geographic distribution of OXA-48-like-producing K.
pneumoniae in clinical and non-clinical human settings. ........................................... 26
FIGURE 11. Worldwide geographic distribution of OXA-48-like-producing E. coli in
clinical and non-clinical human settings ...................................................................... 26
FIGURE 12. Worldwide geographic distribution of NDM-producing K. pneumoniae in
clinical and non-clinical human settings ...................................................................... 28
FIGURE 13. Mechanisms of dissemination of antibiotic resistance genes ....................... 30
FIGURE 14. Proportion of ExPEC isolates identified among all bacterial pathogens
isolated in 80.089 hospital admissions in 19 US hospitals (2007 and 2010) ............. 31
FIGURE 15. Global dissemination of E. coli B2-ST131 clone among clinical and non-
clinical human hosts (until 2013) ................................................................................. 34
FIGURE 16. Evolution of E. coli ST131 lineages driven by selection pressure due to
fluoroquinolones and ESC use ...................................................................................... 35
FIGURE 17. Taxonomic restructuration of K. pneumoniae .............................................. 38
xvi
FIGURE 18. Well-characterized virulence factors among K. pneumoniae strains and
differences among MDR and hypervirulent strains .................................................... 39
FIGURE 19. The modular and hierarchical composition of different mobile and
mobilizable genetic elements ....................................................................................... 44
FIGURE 20. Genetic organization of a conjugative and a mobilizable plasmid .............. 46
FIGURE 21. Applications of bacterial typing. ................................................................... 50
FIGURE 22. Pan-genome schematic representation.. ...................................................... 52
FIGURE 23. Scheme of the methodology applied in phage typing ................................... 55
FIGURE 24. Number of bacterial and archaeal genomes sequenced each year (between
1995 and 2014) and submitted to NCBI ...................................................................... 62
FIGURE 25. Schematic representation showing the technical fundament of MALDI-TOF
MS ................................................................................................................................. 64
FIGURE 26. FTIR bacterial characteristic spectrum. ....................................................... 66
xvii
LIST OF TABLES
Chapter 1 – Introduction
TABLE 1. Studies reporting E. coli and K. pneumoniae isolates from clinical and non-
clinical human origin harbouring plasmid-mediated fosfomycin resistance genes ... 12
TABLE 2. Functional and molecular classification of β-lactamases .................................. 15
TABLE 3. Studies characterizing the ESBL-types harboured by E. coli and K. pneumoniae
isolates colonizing LTCFs or NHs residents (2006-16) ............................................... 20
TABLE 4. Studies characterizing the ESBL-types harboured by E. coli and K.
pneumoniae isolates colonizing healthy volunteers (2006-16) ................................... 21
TABLE 5. Hydrolytic and inhibition profiles of the most prevalent carbapenemases
identified among Enterobacteriaceae .......................................................................... 23
TABLE 6. Virulence factors associated with ExPEC by functional category and
associations between some of them and specific clinical infections ............................ 32
TABLE 7. MGE associated with the most widespread bla genes conferring resistance to
extended-spectrum β-lactams among E. coli and K. pneumoniae from human sources
....................................................................................................................................... 47
TABLE 8. Characteristics and applications of the main genotyping methods used in
analysis of E. coli and K. pneumoniae populations ..................................................... 58
TABLE 9. Proteotyping studies performed in E. coli and K. pneumoniae using MALDI-
TOF MS ......................................................................................................................... 64
TABLE 10. Overview, advantages and disadvantages of the main bacterial strain typing
methods currently used for E. coli and K. pneumoniae populations .......................... 68
xviii
LIST OF BOXES Chapter 1 – Introduction BOX 1. Antibiotic Resistance Concepts ................................................................................ 4
BOX 2. Fosfomycin and Polymyxins – Mechanism of action, spectrum of activity and
acquired resistance mechanisms .................................................................................. 10
BOX 3. Mechanism of action, classification and spectrum of activity of β-lactam
antibiotics ...................................................................................................................... 13
BOX 4. Population structure concepts and methodologies applied in the typing and
subtyping of E. coli ....................................................................................................... 33
BOX 5. Methodologies applied in the typing and subtyping of K. pneumoniae ................ 41
BOX 6. Concepts and definitions related to mobile and mobilizable genetic elements .... 45
BOX 7. Glossary of concepts commonly used in bacterial typing. ...................................... 51
xix
LIST OF ABBREVIATIONS
Description ABR Antibiotic resistance AFLP Amplified Fragment Length Polymorphism AIEC Adherent-invasive Escherichia coli AP-PCR Arbitrarily Primed PCR ATR Attenuated total reflectance BIGSdb Bacterial Isolate Genome Sequence Database BSAC British Society for Antimicrobial Chemotherapy CA Clavulanic acid CAP Community-acquired Pneumonia CARA Canadian Antimicrobial Resistance Alliance CDC Centers for Disease Control and Prevention CG(s) Clonal Group(s) CTn(s) Conjugative transposon(s) cgMLST Core genome multilocus sequence typing CLSI Clinical and Laboratory Standards Institute CPS Capsular polysaccharide DAEC Diffusely Adherent Escherichia coli DNA Deoxyribonucleic acid EAEC Enteroaggregative Escherichia coli EARS-Net European Antimicrobial Resistance Surveillance Network ECDC European Center for Disease Prevention and Control ECOFF(s) Epidemiological Cut-Off(s) EHEC Enterohaemorrhagic Escherichia coli EIEC Enteroinvasive Escherichia coli ETEC Enterotoxigenic Escherichia coli EPEC Enteropathogenic Escherichia coli EUCAST European Committee on Antimicrobial Susceptibility Testing EDTA Ethylenediaminetetraacetic acid EMA European Medicines Agency ESC Extended-spectrum cephalosporins ESBL(s) Extended-Spectrum β-Lactamase(s) EUCAST European Committee on Antimicrobial Susceptibility Testing ExPEC Extraintestinal Escherichia coli FTIR Fourier transform infrared GI(s) Genomic island(s) HAI Healthcare-associated infections HAP Hospital-acquired pneumonia HGT Horizontal gene transfer IS Insertion Sequences JSP Japanese Society for Chemotherapy K-typing Capsular typing K-type Capsular types LPS Lipopolysaccharide LTCF(s) Long-Term Care Facility(ies) MALDI-TOF MS Matrix assisted laser desorption ionization-time of flight mass spectrometry MBL(s) Metallo-β-lactamase(s) MDA Multivariate data analysis
xx
MDR Multidrug resistant MIC Minimum Inhibitory Concentration MGE Mobile Genetic Elements MNEC Meningitis-associated Escherichia coli MLEE Multilocus Enzyme Electrophoresis MLST Multilocus sequence typing MLVA Multiple-locus variable-number tandem repeat analysis MOB Plasmid mobility genes MPF Mating pair formation MRSA Methicillin resistant Staphylococcus aureus NCBI National Center for Biotechnology Information NH(s) Nursing Home(s) NHSN National Healthcare Safety Network PAIs Pathogenicity-associated islands PBPs Penicillin Binding Proteins PBRT PCR-based replicon typing PCR Polymerase Chain Reaction PFGE Pulsed-Field Gel Electrophoresis PLACNET PLAsmid Constellation NETwork RAPD Random Amplification of Polymorphic DNA ReLAVRA Red Latinoamericana de Vigilancia de la Resistencia a los Antimicrobianos rep-PCR Repetitive element palindromic PCR RFLP Restriction Fragment Length Polymorphism RNA Ribonucleic Acid rRNA Ribosomal ribonucleic acid SNP(s) Single nucleotide polymorphism(s) SMART Study for Monitoring Antimicrobial Resistance Trends SERS Surface-enhanced Raman spectroscopy ST Sequence Type STEAEC Shiga-toxin producing enteroaggregative Escherichia coli T4CP Type IV coupling proteins T4SS Type 4 secretion system TB Tuberculosis Tn Transposon TZB Tazobactam UPEC Uropathogenic Escherichia coli USA United States of America UTI(s) Urinary Tract Infection(s) VRE Vancomycin resistant Enterococcus spp. VRSA Vancomycin resistant Staphylococcus aureus WGS Whole-genome sequencing WHO World Health Organization XDR Extensively drug-resistant
“Devote yourself to an idea, go make it happen, struggle on it, overcome your fears,
smile, don't you forget this is your dream.”
Anonymous
Introduction
Chapter 1
Chapter 1 - Introduction
3
1.1. Fundaments for understanding the epidemiology of Escherichia coli and Klebsiella pneumoniae resistant to extended-spectrum β-lactam antibiotics in the 21st century
1.1.1. The growing burden of multidrug resistant (MDR) Escherichia
coli and Klebsiella pneumoniae
“The greatest possibility of evil in self-medication is the use of too small doses so that
instead of clearing up infection the microbes are educated to resist penicillin and a host of
penicillin-fast organisms is bred out which can be passed to other individuals and from
them to others until they reach someone who gets a septicemia or pneumonia which
penicillin cannot save.”
Alexander Fleming (The New York Times in 1945)
The accidental discovery of penicillin by Alexander Fleming, described in a
publication in the late 1920s and commercialized later in the 1940s was revolutionary (1).
However, in Nobel Prize award speech in 1945 (partially transcribed above), he envisioned
the capacity of microbes to develop antimicrobial resistance under selective pressure, as if
he already anticipated the current global crisis involving antimicrobial resistant bacteria.
Antibiotic resistance (ABR) [see Box 1 and Figure 1 to review concepts regarding this
topic] has been considered one of the major threats to human health by several world health
entities, such as the World Health Organization (WHO), the Centers for Disease Control
(CDC) or the European Centre for Disease Prevention and Control (ECDC) (2–4), and a
priority research topic in European Horizon 2020 programs
(https://ec.europa.eu/research/health/index.cfm?pg=area&areaname=amdr) (5). The
problem resides on the exponential increase at a global level of infections caused by
multidrug resistant (MDR) bacterial pathogens, defined as bacteria resistant to three or
more antimicrobial classes to which they do not show intrinsic resistance. Consequently,
the depletion of therapeutic options increases the number of untreatable infections and
envisions a panorama similar to that of the pre-antibiotic era (6,7). Mortality rates and
associated costs are high either in Europe (ca. 25,000 deaths, €1.6 billion annually, data
from 2007) or in the United States of America (USA) (23,000 deaths, $20 billion, data from
2013) (4,8). The ABR crisis has been attributed to the overuse and misuse of antibiotics in
both humans and food-producing animals (Figure 2), the globalization of tourism and food
Chapter 1 - Introduction
4
industry, together with an alarming decline in the discovery and development of new
classes of antibiotics (5).
BOX 1. Antibiotic Resistance Concepts
ABR can be defined from the clinical and epidemiological point of views (9,10).
Clinical resistance is defined using clinical breakpoints. A clinical breakpoint is calculated taking into
account different parameters: minimum inhibitory concentration (MIC) distributions (MIC is the lowest concentration of an antimicrobial agent that inhibits the growth of bacterial cells), clinical outcome data,
accepted dosing and pharmacokinetic/pharmacodynamic data. The clinical breakpoint is a MIC value that is
used to predict in vitro, the in vivo antibiotic efficacy in a given isolate (9,10). Based on these clinical
breakpoints, the isolate can be defined as: susceptible (level of antimicrobial activity associated with a high
likelihood of therapeutic success), intermediate (level of antimicrobial activity associated with uncertain
therapeutic effect) or resistant (level of antimicrobial activity associated with a high likelihood of
therapeutic failure), according to annual published guidelines and recommendations such as those published
by the Clinical and Laboratory Standards Institute (CLSI - http://clsi.org/), the European Committee on
Antimicrobial Susceptibility Testing (EUCAST - http://mic.eucast.org/Eucast2/) or other national organisms
[e.g. British Society for Antimicrobial Chemotherapy (BSAC); Japanese Society for Chemotherapy (JSC)].
Epidemiological resistance is defined using epidemiological cut-offs (ECOFFs) values. ECOFFs
are defined as the MIC value that corresponds to the upper-limit of the wild-type population (considered as being deprived of any acquired resistance mechanisms to a particular antibiotic) of a particular bacterial
species. ECOFFs can be used to distinguish within a particular species the strains without (wild-type) or with
(non wild-type) phenotypically expressed resistance mechanisms (Figure 1)
(https://mic.eucast.org/Eucast2/SearchController/search.jsp?action=init) (9).
FIGURE 1. Ceftazidime MIC distribution and ECOFF values for Escherichia coli isolates. (https://mic.eucast.org/Eucast2/).Clinical susceptible (S) and resistant (R) breakpoints defined by EUCAST are indicated.
S breakpoint EUCAST
R breakpoint EUCAST
9
ECOFF
Chapter 1 - Introduction
5
FIGURE 2. Schematic representation of the dissemination routes of antibiotic resistant bacteria.
(adapted from http://www.spiegel.de/international/world/bild-811560-309342.html).
The main pathogens associated with the ABR crisis are Mycobacterium tuberculosis
[MDR-tuberculosis (TB) and extensively drug-resistant (XDR-TB)], fluoroquinolone
resistant Clostridium difficile, methicillin and vancomycin resistant Staphylococcus aureus
(MRSA and VRSA, respectively), vancomycin resistant Enterococcus spp. (VRE), macrolide
and penicillin resistant Streptococcus pneumoniae, third-generation cephalosporins
resistant Neisseria gonorrhoeae, MDR Acinetobacter spp., MDR Pseudomonas aeruginosa
and MDR Enterobacteriaceae (in this specific group generally the combined resistance to
extended-spectrum β-lactams [extended-spectrum cephalosporins (ESC) and
carbapenems], fluoroquinolones and aminoglycosides) (2,4).
One of the most worrying epidemiological problems is the increasing number of
infections involving Enterobacteriaceae resistant to “critically important antimicrobials for
human medicine” such as ESC, carbapenems, fluoroquinolones and aminoglycosides,
frequently in combination as referred above (Figure 3) (2–4). In particular, the recent
widespread of Enterobacteriaceae resistant to carbapenems or other last resource
antibiotics, such as fosfomycin or polymyxins, raised the alarm and received increased
attention by different organizations worldwide due to the lack of therapeutic options
(Figure 3) (11,12).
Air, Dust
Humans travel Trade of animals and food
Chapter 1 - Introduction
6
FIGURE 3. Targets of the main antibiotics used in Enterobacteriaceae infections [adapted from
(13)]. Antibiotics considered “critically important antimicrobials for human medicine” are highlighted by red line boxes.
E. coli and Klebsiella pneumoniae are the Enterobacteriaceae species more
frequently implicated in human infections and increasingly linked to multidrug resistance
phenotypes, constituting the main species analysed in this thesis for these reasons. An
overview of the evolution in resistance rates to extended-spectrum β-lactams (third-
generation cephalosporins and carbapenems), fluoroquinolones, aminoglycosides,
fosfomycin and polymyxins among clinical E. coli and K. pneumoniae from the last decade
(2006-2015) is presented below.
In some geographic areas, ABR trends are monitored by large surveillance networks,
such as the European Antimicrobial Resistance Surveillance Network (EARS-Net;
http://ecdc.europa.eu/en/Pages/home.aspx) including only invasive isolates (blood and
cerebrospinal fluid), the National Healthcare Safety Network (NHSN) Antibiotic Resistance
Data network from CDC (https://gis.cdc.gov/grasp/psa/MapView.html) with isolates
restricted to healthcare-associated infections (HAI) in the USA, the Canadian Antimicrobial
Resistance Alliance (CARA, http://www.can-r.com/index.php) or the Red Latinoamericana
de Vigilancia de la Resistencia a los Antimicrobianos (ReLAVRA,
http://antimicrobianos.com.ar/category/resistencia/relavra/), these latter considering only
hospital isolates. Data collected from these surveillance networks or published in
independent studies are very useful but limited to particular periods of time, sources,
geographic areas and/or specific pathogens. In order to gather global ABR trends, data
regarding E. coli and K. pneumoniae exhibiting resistance to different antibiotic classes
were compiled from the different networks and articles available. Results from this
compilation are represented for different geographic regions in Figure 4 and Figure 5,
respectively.
RifampicinQuinolones
TrimethoprimSulphonamides
Beta-lactamsFosfomycin
AminoglycosidesTetracyclines
MacrolidesChloramphenicol
Cell membrane
Polymyxins
RifampicinQuinolones
TrimethoprimSulphonamides
Beta-lactamsFosfomycin
AminoglycosidesTetracyclines
MacrolidesChloramphenicol
DNA-directed RNA polymerase
Folic acid metabolism
DNA gyrase Cell-wall synthesis
Protein synthesis
30S 50S
Aminoglycosides Tigecycicline Tetracyclines
Chloramphenicol
Chapter 1 - Introduction
7
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Chapter 1 - Introduction
8
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16);
4 Lat
in-
Am
eric
a- d
ata
from
ReL
AVR
A (h
ttp:
//an
timic
robi
anos
.com
.ar/
cate
gory
/res
iste
ncia
/rel
avra
/) in
clud
ing
isol
ates
with
hos
pita
l ori
gin,
sin
ce 2
010
only
dat
a fr
om A
rgen
tina
wer
e re
port
ed;
5 Afr
ica-
is
olat
es
wer
e fr
om
com
mun
ity
and
hosp
ital-a
cqui
red
infe
ctio
ns,
with
in
form
atio
n on
ly
avai
labl
e fo
r is
olat
es
from
So
uth
Afri
ca
(htt
ps:/
/res
ista
ncem
ap.c
ddep
.org
/Ant
ibio
ticR
esis
tanc
e.ph
p).
Chapter 1 - Introduction
9
Regarding E. coli, the main current concern is the high rates of resistance observed
for third-generation cephalosporins and fluoroquinolones and the increasing resistance to
carbapenems (Figure 4). The rates of resistance to third-generation cephalosporins vary
according to the region analysed, from 47% for Asia-Pacific region to 12%-21% for the other
geographic regions in 2014. Resistance rates to fluoroquinolones vary from 22%-32%, being
also higher in Asia-Pacific region (43%). Carbapenem resistance among E. coli increased
since 2006, but the rates are still low (<3% in all world regions) (Figure 4). In Portugal,
resistance to third-generation cephalosporins among clinical invasive E. coli isolates
experienced an approximately 1.5-fold increase between 2006 and 2015 (10% to 16%), with
values above the European average. Resistance to fluoroquinolones is above 25% since
2006, with Portugal being among the ten European countries with higher resistance rates to
these antibiotics in 2015 (Figure 4)
(http://atlas.ecdc.europa.eu/public/index.aspx?Instance=GeneralAtlas).
Regarding K. pneumoniae, the scenario is even more worrying, with an increasing
expansion of resistance to third-generation cephalosporins and carbapenems (Figure 5).
Resistance to third-generation cephalosporins is much higher in this species in most
regions analysed, with the exception of Asia-Pacific region. Increasing trends have been
observed in Europe (from 19% in 2007 to 30% in 2015), contrasting with the situation in
North America (29% in 2006-07 to 19% in 2014). Regarding carbapenem resistance, rates
observed in Europe between 2006 and 2010 (5-8%) are almost exclusively influenced by the
situation in Greece, Italy and Cyprus, whereas after 2012 a massive increase was reported in
almost all European countries
(http://atlas.ecdc.europa.eu/public/index.aspx?Instance=GeneralAtlas). In North America,
a two-fold increase (5% to 11%) is observed between 2006 and 2010, being nowadays
around 8-9%, a situation similar to that of Asia-Pacific (10%) and Latin America (14%). In
Portugal, resistance to carbapenems emerged in 2007 (0,7%) and remained stable till 2013,
from which an approximately 2-fold increase (1,8% in 2013 to 3,4% in 2015) (Figure 5)
occurred, turning it the sixth country with the highest resistance rates to carbapenems in
Europe (although quite far from the rates reported for Greece-62%, Italy-34% and
Romania-25%) (3).
Regarding multidrug resistance phenotypes (combined resistance to third-
generation cephalosporins, fluoroquinolones and aminoglycosides), rates ranged from 2%
and 5% for E. coli, and 10% and 19% for K. pneumoniae, between 2006 and 2015 in Europe
(http://atlas.ecdc.europa.eu/public/index.aspx?Instance=GeneralAtlas), a similar scenario
also reported in the USA (ranging between 2% and 8% for E. coli and 13% to 16% for K.
pneumoniae, 2009-2014) (https://gis.cdc.gov/grasp/psa/MapView.html) (17).
Chapter 1 - Introduction
10
1 Resistance mechanisms to antibiotics can be intrinsic (innate ability of a bacterial species to resist to the activity of a particular antimicrobial agent through its inherent structural or functional characteristics) or acquired [via mutations in chromosomal genes and/or via exogenous acquisition by horizontal gene transfer (HGT), mainly mediated by plasmids] (474).
BOX 2. Fosfomycin and Polymyxins – Mechanism of action, spectrum of activity and acquired resistance mechanisms1
1. Fosfomycin
• Mechanism of action: bactericidal antibiotic that links to the active site of MurA enzyme, preventing
the formation of N-acetylmuramic acid, an essential precursor for the synthesis of the bacterial wall (Figure 3) (18).
• Spectrum of activity: broad-spectrum activity, including Gram-positive and Gram-negative bacteria.
Commonly used in the treatment of low urinary tract infections (UTIs) (18).
• Acquired resistance mechanisms: decrease in permeability by chromosomal mutations affecting the transporters (GlpT, UhpT), enzymatic inactivation by plasmid-encoded glutathione S-transferases (mainly FosA3) or alterations in the target site MurA (the first two mechanisms
are common in Enterobacteriaceae) (18).
2. Polymyxins
• Mechanism of action: colistin (also known as polymyxin E) and other polymyxins (e.g. polymyxin B) are bactericidal antibiotics that attach to the outer membrane of Gram-negative bacteria leading to
disruption of membrane, and thereby promoting cell death (Figure 3) (12).
• Spectrum of activity: narrow-spectrum, as they are mainly active against common Gram-negative bacteria, such as E. coli, Klebsiella spp., Citrobacter spp., Enterobacter spp., Salmonella spp.,
Shigella spp., Acinetobacter baumanni and P. aeruginosa. (12). Their use was abandoned in 1970
due to the high incidence of nephrotoxicity (12), but have been recently re-introduced as last resort
drug in the treatment of infections caused by MDR Gram-negative bacteria (12).
• Acquired resistance mechanisms: ü chromosomal mutations in genes encoding proteins involved in the PmrAB-PhoPQ two
component systems (e.g. mutations in pmrA, pmrB, phoQ and phoP genes), and the
corresponding regulators [e.g. mgrB gene, which regulates negatively the PhoPQ system and has
relevance in K. pneumoniae; crrAB involved in the regulation of the PmrAB system], which lead to
changes in the lipopolysaccharide (LPS) charges, making difficult the binding of polymyxins;
upregulation of capsular polysaccharide (CPS) production (described in K. pneumoniae);
ü plasmid-mediated colistin resistance genes (mcr-1, mcr-1.2, mcr-1.3 and mcr-2) encoding a phosphoethanolamine transferase that confers low to moderate polymyxin resistance [firstly
described in late 2015 and increasingly reported worldwide among Enterobacteriaceae strains
(mainly in E. coli) from human and animal origin] (12).
Chapter 1 - Introduction
11
Resistance rates to fosfomycin [see Box 2 for details] are still low but increasing
lately among strains resistant to extended-spectrum β-lactams and especially in K.
pneumoniae. Regarding clinical isolates resistant to extended-spectrum β-lactams,
fosfomycin resistance rates vary between 0% and 19% for E. coli, with the lowest rates
observed for North (0-5%; 2009-2013) and Latin (2-3%; 2011-2013) America. For K.
pneumoniae, resistance rates diverge between 0% and 57% [Europe (9-54%, 2006-2013),
North America (14-38%, 2006-2010), Latin America (0-6%, 2010-2013) and Asia (5-57%,
2008-2013)] (11,19). The increasing identification of plasmid-mediated fosfomycin
resistance genes, mainly among E. coli from human clinical and non-clinical origins (Table
1) and also among animals, predominantly in Asian countries, is of remark, being more
likely to spread than chromosomal resistance mechanisms (11). Meanwhile, fosfomycin is
one of the antibiotics retaining good activity in other geographical regions, including in
isolates resistant to extended-spectrum β-lactams.
The increased use of polymyxins [see Box 2 for details], mainly colistin, to treat
infections caused by MDR E. coli and K. pneumoniae led to the emergence of polymyxin
resistance in several countries worldwide, particularly among carbapenemase-producing K.
pneumoniae. Since 2013, EARS-Net reports include data regarding resistance to
polymyxins for E. coli and K. pneumoniae, although not all countries report numbers. For
E. coli, resistance rates between 2013 and 2015 increased, although remain still low (0,5%
to 1%), whereas for K. pneumoniae resistance trends were superior and stable in the last
three years (8-9%), with higher rates (29-32%) being reported within carbapenem-resistant
K. pneumoniae in specific countries (Greece, Italy, Romania and Hungary) (3,20,21). The
scenario observed in other world regions is similar to the European one, with low rates of
colistin resistance among clinical E. coli and K. pneumoniae isolates without resistance to
extended-spectrum β-lactams [e.g. rates below 3% for E. coli and K. pneumoniae in North
America, Asia-Pacific and Latin American regions (2006-2010)] (22–25). Higher colistin
resistance rates are also observed among carbapenemase-producing K. pneumoniae in
particular countries of these world regions (e.g. 27,5% in Brazil in 2015; 17% in Taiwan in
2010 and 12% in 2012; 13% in the USA between 2011 and 2014) (26–28). Plasmid-mediated
colistin resistance [see Box 2 for details] has been described mainly in E. coli but also
among K. pneumoniae from clinical and non-clinical human origin, although its prevalence
still seems relatively low in these niches (12). However, the high-risk of further spread
mainly among carbapenemase producers is of extreme concern, since it will compromise
the clinical utility of colistin. For this reason, guidelines for the use of these antibiotics in
clinical setting and also in animals were revised by world health organizations (29,30).
Chapter 1 - Introduction
12
TAB
LE 1
. St
udie
s re
port
ing
E. c
oli a
nd K
. pne
umon
iae
isol
ates
from
clin
ical
and
non
-clin
ical
hum
an o
rigi
n ha
rbou
ring
pla
smid
-med
iate
d fo
sfom
ycin
re
sist
ance
gen
es.
NR
, not
repo
rted
; 1 The
six
E. c
oli i
sola
tes w
ere
reco
vere
d fr
om th
e sa
me
patie
nt b
etw
een
2007
and
201
0.
Is
olat
ion
da
te
Cou
ntr
y So
urc
e Sp
ecie
s (n
o.)
Res
ista
nce
to
fosf
omyc
in
[%, (
no.)]
Pla
smid
-med
iate
d fo
sfom
ycin
re
sist
ance
gen
e (n
o.)
Ref
eren
ce
1996
-200
8 Ch
ina
Clin
ical
E.
col
i (18
78)
1,0
(18)
fo
sA2
(6)
fosA
5 (2
) (3
1)
2002
-200
7 Ja
pan
Clin
ical
E.
col
i (19
2)
3,6
(7)
fosA
3 (2
) fo
sC2
(1)
(32)
2007
-201
0 U
SA
Clin
ical
E.
col
i (6)
1 -
fosA
3 (5
) (3
3)
2008
Ch
ina
Clin
ical
E.
col
i (1)
-
fosA
5 (1
) (3
4)
2009
K
orea
Cl
inic
al
E. c
oli (
165)
K
. pne
umon
iae
(182
) 4,
8 (8
) 7,
1 (1
3)
fosA
3 (5
) fo
sA3
(2)
(35)
2009
-201
0 Ch
ina
Clin
ical
E.
col
i (11
09)
7,8
(86)
fo
sA3
(69)
(3
6)
2010
Ja
pan
Hea
lthy
volu
ntee
rs
E. c
oli (
138)
5,8
(8)
fosA
3 (5
) (3
7)
2006
-201
1 Ch
ina
Clin
ical
E.
col
i (1)
-
fosA
3 (1
) (3
8)
2010
-201
3 Ch
ina
Clin
ical
K
. pne
umon
iae
(278
) K
. pne
umon
iae
(80)
61
(169
) 13
(10)
fo
sA3
(94)
fo
sA3
(7)
(39)
2010
-201
4 Bo
livia
Cl
inic
al
E. c
oli (
170)
K
. pne
umon
iae
(19)
1,
8 (3
) 5,
3 (1
) fo
sA3
(3)
fosA
3 (1
) (4
0)
2010
-201
4 Ch
ina
Clin
ical
E.
col
i (46
5)
12,3
(57)
fo
sA3
(50)
fo
sA1
(1)
(41)
2011
-201
2 Ch
ina
Clin
ical
E.
col
i (4)
-
fosA
3 (2
) (4
2)
2012
Ch
ina
Clin
ical
E.
col
i (1)
-
fosA
3 (1
) (4
3)
2013
Ta
iwan
Cl
inic
al
E. c
oli (
123)
6,
5 (8
) fo
sA3
(1)
(44)
N
R
USA
Cl
inic
al
E. c
oli (
1)
- fo
sA6
(1)
(45)
Chapter 1 - Introduction
13
1.1.2. Acquired resistance mechanisms to extended-spectrum β-lactams in Escherichia coli and Klebsiella pneumoniae: a current perspective
The β-lactam antibiotics [see Box 3 for details] were introduced in the clinical
practice in 1940, being one of the oldest and widely used classes of antimicrobial agents
(46). They are main therapeutic choices (mainly ESC and carbapenems) for the treatment of
nosocomial and community-acquired infections caused by Enterobacteriaceae isolates,
given their therapeutic efficacy, large spectrum of activity, low cost and low toxicity (46).
BOX 3. Mechanism of action, classification and spectrum of activity of β-lactam antibiotics
Mechanism of action: β-lactam antibiotics are characterized by the presence of a four-membered, nitrogen-
containing, β-lactam ring at the core of their structure. Their targets are the bacterial transpeptidases (PBPs-
penicillin binding proteins) that participate in the synthesis of peptidoglycan, the main component of the
bacterial cell wall. The β-lactam ring binds to these different PBPs, rendering them unable to perform their
role and leading to bacterial death by osmotic instability or autolysis (46). For these reasons, β-lactams are
considered bactericidal antibiotics.
According to their chemical structure, β-lactams can be divided into four different families: penicillins,
cephalosporins, carbapenems and monobactams (Figure 6).
FIGURE 6. Structure of different β-lactam antibiotic families [adapted from reference (47)].
Spectrum of activity:
• Narrow-spectrum – penicillins (e.g. benzylpenicillin, amoxicillin, ampicillin, ticarcillin, piperacillin, mecillinam), 1st-, 2nd-generation cephalosporins [e.g. cefazoline, cephalothin,
cefuroxime and cephamycins (e.g. cefoxitin)], monobactams (e.g. aztreonam, only active in Gram-
negative bacteria) – active against Gram-positive bacteria, moderate activity against Gram-
negative ;
• Extended-spectrum – 3rd-, 4th- and 5th-generation cephalosporins (e.g. ceftazidime, cefotaxime, cefepime, ceftaroline, ceftobiprole) and carbapenems (imipenem, ertapenem, meropenem,
doripenem)– acting on both Gram-negative and Gram-positive bacteria (46,47).
Chapter 1 - Introduction
14
Acquired resistance (footnote page 10) to β-lactams might be mediated by different
mechanisms: alteration of the antibiotic target (common among Gram-positive bacteria),
increased activity of efflux pumps, changes in membrane permeability (mediated by
loss/alteration of porins) and antibiotic degradation by the production of β-lactamases (46).
The latter is, by far, the most frequent mechanism of resistance to β-lactams among Gram-
negative bacteria. β-lactamases are enzymes that are able to hydrolyse the β-lactam ring
leading to its inactivation (46). They can be classified based either on functional (Bush-
Jacoby-Medeiros classification, based on substrate and inhibitor profiles) or molecular
(Ambler classification scheme, based on amino acid sequence homology) properties, which
have been recently updated (Table 2) (46,48).
The first plasmid-mediated β-lactamases described in Enterobacteriaceae (TEM-1
in 1962 and SHV-1 in 1970s, both in E. coli) have the ability to hydrolyse narrow-spectrum
β-lactams [see Box 3 for details] and rapidly spread among members of Enterobacteriaceae
(particularly among E. coli) and to other bacterial hosts (e.g. N. gonorrhoeae, P.
aeruginosa) (46,49). In response to the increased prevalence of these narrow-spectrum β-
lactamases, new β-lactams, the ESC, were developed, but soon after, extended-spectrum β-
lactamases (ESBLs), able to hydrolyse these new compounds, emerged. Subsequently,
carbapenems, β-lactams with higher stability towards ESBLs were introduced in
therapeutics, being also observed soon after the emergence of carbapenemases (Figure 7).
The contemporary epidemiology (2006-2016) of resistance to extended-spectrum β-
lactams among E. coli and K. pneumoniae isolates causing human infections is dominated
by the predominance of ESBLs, and more recently by the emergence and rapid spread of
carbapenemases, especially among K. pneumoniae isolates. The resistance to extended-
spectrum β-lactams is not confined to the human setting, especially for E. coli where this
problem in non-human sources, mainly in food-producing animals, has been extended.
However, in this thesis the epidemiology review was limited to the human setting, since the
worrisome situation observed for K. pneumoniae is mainly related with humans, in
particular with the hospital setting. This section will provide a current perspective on the
occurrence and diversity of the different extended-spectrum acquired β-lactamases (ESBLs,
carbapenemases and plasmid-mediated AmpCs) circulating among E. coli and K.
pneumoniae from humans, covering epidemiologically related clinical settings [hospital,
long-term care facilities (LTCFs) and nursing homes (NHs)] and healthy volunteers.
Chapter 1 - Introduction
15
TABLE 2. Functional and molecular classification of β-lactamases [adapted from (48)].
Functional Class1
Molecular Class2
Distinctive substrate(s)
Inhibition profile Representative examples
Classic β-lactamase inhibitors (e.g. CA or TZB)
EDTA
1 C Cephalosporins No No CMY-2, DHA-1, FOX-7, ACT-1
1e C Cephalosporins (increase activity against ESC)
No No CMY-37, GC1
2a A Penicillins Yes No PC1 2b A Penicillins, 1st- and
2nd-generation cephalosporins
Yes No TEM-1, TEM-2, SHV-1
2be A ESC, monobactams Yes No TEM-24, SHV-12, CTX-M-15, PER-1, VEB-1, GES-1
2br A Penicillins No No TEM-30 (IRT-2), SHV-10
2ber A ESC, monobactams No No TEM-50 (CMT-1)
2c A Carbenicillin Yes No PSE-1, CARB-3 2ce A Carbenicillin,
cefepime Yes No RTG-4
2d D Cloxacillin Variable No OXA-1, OXA-10 2de D ESC Variable No OXA-11, OXA-17
2df D Carbapenems Variable No OXA-48, OXA-181, OXA-232
2e A ESC Yes No CepA
2f A Carbapenems Variable No KPC-2, KPC-3 GES (some variants)
3a B All β-lactams except monobactams
No Yes VIM-1, NDM-1, IMP-1, SPM-1
3b B Carbapenems No Yes CphA, Sfh-1
CA, clavulanic acid; TZB, tazobactam; EDTA, ethylenediamine tetraacetic acid; ESC, Extended-spectrum
cephalosporins. The grey shading represents the groups of extended-spectrum acquired β-lactamases most
disseminated among Enterobacteriaceae and which will be focused on this section. 1According to Bush-Jacoby-Medeiros classification; 2According to Ambler classification - β-lactamases from
class A, C and D are serine β-lactamases (serine residue in the active site), whereas class B are metallo-β-lactamases (MBLs) (zinc atom in the active site).
Chapter 1 - Introduction
16
FIGURE 7. Timeline representation of the introduction of β-lactams into clinical practice and
further sequential emergence of β-lactamases among Enterobacteriaceae. Note: The year in which each antibiotic was firstly introduced in the clinical practice, independent of the
country, is presented. aAvibactam is a novel non-β-lactam β-lactamase inhibitor able to retain activity in the presence of OXA-48 and
KPC-producing bacteria, which has been used in combination with ceftazidime in the treatment of
carbapenemase-producing Enterobacteriaceae infections (mainly complicated UTIs and intra-abdominal
infections). Until date low resistance levels have been reported (0-1%) (50).
A) Extended-spectrum β-lactamases (ESBLs)
ESBLs are a plasmid-mediated group of enzymes with ability to hydrolyse ESC and
monobactams but not cephamycins (cefoxitin) and carbapenems, and they are inhibited by
β-lactamase classical inhibitors (Table 2) (46). According to the classification schemes
above referred, ESBLs are distributed in classes A/2be and D/2de (Table 2). Different
families of ESBLs have been assigned according to their amino acid sequence, with those
belonging to TEM, SHV and CTX-M types (class A/2be) being worldwide predominant
among Enterobacteriaceae (46,51,52), whereas other families (PER, GES and VEB from
class A/2be; OXA from class D/2de) seem to be more confined to other Gram-negative
species (e.g. P. aeruginosa, A. baumannii) and/or specific geographic areas (53).
The first report of a plasmid-encoded ESBL occurred in 1983 in Germany in a
Klebsiella ozaenae isolate producing SHV-2 (differing from SHV-1 by one amino acid
mutation) (Figure 7) (54), followed by the emergence in 1985 of TEM-3 in a K. pneumoniae
(at that time named CTX-1, differing from the narrow-spectrum TEM-2 by two amino acid
1940
1950
1960
1970
1980
1990
2000
2010
Intr
oduc
tion
of t
he d
iffe
rent
β-l
acta
ms
Em
erge
nce
of r
esis
tanc
e
Peni
cilli
n (1
942)
Plasmid-mediated β-lactamases (1962) TEM-1
Sem
i-sy
nthe
tic
peni
cilli
ns
Ampi
cilli
n (1
962)
1st
gen
erat
ion
ceph
alos
pori
ns
(cep
halo
tin a
nd c
epha
lori
dine
– m
id 19
60s)
2nd g
ener
atio
n ce
phal
ospo
rins
(c
efom
ando
le-1
973,
cef
urox
ime-
1984
)
3rd g
ener
atio
n ce
phal
ospo
rins
(c
efot
axim
e -1
980,
cce
fatz
idim
e-19
84)
Extended-spectrum β-lactamases (ESBLs) (1983)
4th g
ener
atio
n ce
phal
ospo
rins
(c
efep
ime-
1994
)
Mon
obac
tam
s (a
ztre
onam
-198
6)
Inhi
bito
rs o
f β-l
acta
mas
es
(cla
vula
nic
acid
-198
4)
Car
bape
nem
s (I
mip
enem
-198
5)
Car
bape
nem
s
(Ert
apen
em-2
001)
Car
bape
nem
s
Mer
open
em -1
996)
5th g
ener
atio
n ce
phal
ospo
rins
(c
efbi
prol
e-20
08,
cefta
rolin
e - 2
010)
Plasmid-mediated AmpCs β-lactamases (CMY-1 - 1989)
Plasmid-encoded carbapenemases (IMP-1-metallo-β-lactamase- 1991 KPC-2-serine-β-lactamase - 1996)
ceft
azid
ime-
avib
acta
ma
( 201
5/20
16)
Chapter 1 - Introduction
17
mutations) (55,56). The first CTX-M enzyme emerged in 1986 in a E. coli in Japan (57), and
different variants of this ESBL family rapidly spread worldwide. While TEM and SHV-
ESBLs were prevalent until the end of 1990s mainly among nosocomial K. pneumoniae
isolates, a shift was observed in the beginning of 2000 with the emergence and expansion of
CTX-M enzymes, mainly among E. coli isolates from nosocomial and community-acquired
infections. However, in the end of 2000s a new trend was observed with the worldwide
expansion of CTX-M and in a lesser extent SHV-ESBLs enzymes in K. pneumoniae of
clinical origin (51,52). Current distribution of TEM, SHV and CTX-M enzymes in isolates
from the hospital setting is detailed below (58,59).
Among the more than 220 variants of TEM enzymes described, at least 91 have been
defined as TEM-ESBLs (http://www.lahey.org/Studies/temtable.asp). From these, only a
few variants [e.g. TEM-3-like in France, Spain, Portugal, Bulgaria; TEM-4 in Spain; TEM-
10 in Portugal, United Kingdom, Argentina and the USA; TEM-24 in France, Spain,
Portugal, Belgium and Italy; TEM-26 in the USA; TEM-52 in different European countries
and Korea] were frequently identified amongst nosocomial K. pneumoniae (often
associated with clonal outbreaks) or E. coli isolates between the end of the 1980s and the
middle of 2000s (52,60–62). Nowadays, these enzymes seem to be residual in clinical
epidemiological surveillance studies (63–65), with the exception of TEM-52, which is still
being reported among E. coli from healthy humans (Table 4), and also from food-producing
animals (66).
From the more than 190 SHV variants identified, at least 46 are ESBLs
(http://www.lahey.org/Studies/). However, only few of them have successfully spread
worldwide (SHV-2, SHV-2a, SHV-5 and SHV-12), whereas others seem to be limited to
specific geographic areas (e.g. SHV-4 in France and the United Kingdom; SHV-7 in the
USA; SHV-55/-106 in Portugal) (52,60–62,67,68). Contrarily to the high prevalence of
TEM-ESBLs enzymes in European countries, SHV-ESBLs predominated among K.
pneumoniae and E. coli clinical isolates in Asia, Latin and North American countries,
between 1990 and middle 2000s (60–62). Currently, SHV-ESBLs (mainly SHV-2 and SHV-
12) are still frequently identified in many countries in isolates from different clinical
settings (Table 3) and from healthy volunteers (Table 4), mainly in K. pneumoniae,
sometimes concomitantly with the production of carbapenemases (mainly VIM-1 and
NDM-1) (67).
CTX-M enzymes were designated cefotaximases due to the preferential hydrolysis
over cefotaxime than ceftazidime observed in particular variants (51). Nevertheless, other
variants have been described with variable ability to hydrolyse cephalosporins and other β-
lactams (51,69,70). Currently, 170 CTX-M allelic variants have been recognized and
clustered into five main groups (CTX-M-1, CTX-M-2, CTX-M-8, CTX-M-9, and CTX-M-25)
Chapter 1 - Introduction
18
(http://www.lahey.org/Studies/other.asp#table1) (51). Different CTX-M enzymes emerged
in distinct continents in the late 1980s till mid-1990s [CTX-M-3 in Asia in 1986, CTX-M-1
in Europe in 1989, CTX-M-2 in South America in 1990] (51). The selective pressure exerted
by the extensive use of ESC and other β-lactams, favoured CTX-M enzymes diversification
(69,70) and subsequent dispersion of specific variants in certain countries (e.g. CTX-M-1 -
Italy, Russia, The Netherlands; CTX-M-2 - Israel, Japan, South American countries; CTX-
M-3 - Bulgaria, China, Poland, Taiwan; CTX-M-9 - Japan, Spain, Taiwan, United Kingdom;
CTX-M-14 - Asian countries, Canada, Portugal, Spain, United Kingdom; and CTX-M-15 -
India, Italy, Portugal, Scandinavia, Spain, Turkey, United Kingdom, USA) (51,52). Finally,
since 2000 we assisted to an explosion in multiple settings of CTX-M β-lactamases
(especially CTX-M-15 and CTX-M-14 variants) among E. coli and more recently K.
pneumoniae, including in Portugal (51,52,62,68,71,72). Nevertheless, the distribution of
particular CTX-M enzymes among E. coli and K. pneumoniae is quite distinct. In E. coli
isolates, CTX-M-15 and CTX-M-14 are predominant and while CTX-M-15 is widely
distributed in humans but poorly in animals, CTX-M-14 is commonly reported in isolates
from humans, animals and the environment (51,72,73). Other CTX-M variants are still
being reported among E. coli but limited to specific regions (e.g. CTX-M-2 and CTX-M-8 in
South America; CTX-M-27 in Europe and Asia) (51,74–76). In K. pneumoniae, the
expansion of CTX-M (and specifically CTX-M-15) has been prominent mainly since 2005.
Other CTX-M variants have been only sporadically identified (with the exception of CTX-M-
14 frequently reported in Asian countries and Canada) (58,59,76,77). Other relevant
question is the interface between community and hospitals, with the number of studies
reporting ESBL-producing E. coli (mainly CTX-M) involved in community-acquired
infections being superior. However, increases in the detection of ESBL-producing K.
pneumoniae (mainly CTX-M-15 and SHV-12) involved in community-acquired infections
has also been recently observed in different regions (58,76).
LTCFs and NHs play a major role in contemporary societies due to the ageing of the
population. Residents are mainly elderly people living in community, often with multiple
comorbidities, which result in frequent hospitalizations, recurrent antibiotic consumption
and use of medical invasive devices. For these reasons, they are a highly susceptible
population for acquisition of infections by MDR bacteria and furthermore represent a high
risk for further spread within and outside these institutions (78). Colonization by ESBL-
producing Enterobacteriaceae in LTCFs or NHs residents varies according to the country
analyzed (rates between 9,2% and 64%, with most of the studies performed in European
countries) and species (most frequently in E. coli) (Table 3). Besides, CTX-M enzymes (and
mainly CTX-M-15 and CTX-M-14) are the predominant ESBL types detected in E. coli,
although some SHV-ESBLs (SHV-2, SHV-5 and SHV-12) are also detected in E. coli and K.
Chapter 1 - Introduction
19
pneumoniae, reflecting current epidemiology in hospitals. It is of note to highlight that the
genotypic characterization of ESBLs among K. pneumoniae isolates is frequently not
performed (Table 3).
Different works have recognized the role of human intestinal flora as a reservoir of
Enterobacteriaceae producing ESBL (79). Most studies surveying the faecal flora of healthy
volunteers report variable rates of ESBL-producing E. coli, partly because some studies only
sought for E. coli, and also cause E. coli is more abundant than K. pneumoniae in the
intestinal flora of humans and, the composition of agar mediums used major favours the
growth of this species. Globally, the faecal carriage rates of ESBL-producing
Enterobacteriaceae greatly vary according to the world regions, with African and Asian
countries presenting the highest rates (Europe-0,6-6,7%; America-7,3-27%; Africa-5,7-59%
and Asia-6,4-50,6%). Although the dominance of ESBL-producing E. coli among healthy
volunteers, some studies report the presence of ESBL-producing K. pneumoniae in high
numbers, mainly in Asian and African countries (Table 4). Besides the predominance of
CTX-M enzymes (mainly CTX-M-groups 1 and 9) in both species (followed by SHV-ESBLs
and TEM-52), it is of note the high variability of CTX-M allelic variants observed for E. coli
isolates in healthy volunteers, which is not detected in K. pneumoniae (Table 4).
Chapter 1 - Introduction
20
TAB
LE 3
. Stu
dies
cha
ract
eriz
ing
the
ESBL
-typ
es h
arbo
ured
by
E. c
oli a
nd K
. pne
umon
iae
isol
ates
col
oniz
ing
LTCF
s or N
Hs r
esid
ents
(200
6-16
).
ESBL
-E, E
SBL-
prod
ucin
g En
tero
bact
eria
ceae
; NI,
not i
dent
ified
. Ec,
E. c
oli,
Kp,
K. p
neum
onia
e; *
Oth
er E
nter
obac
teri
acea
e sp
ecie
s de
tect
ed. G
rey
shad
ing
repr
esen
t
the
stud
ies w
here
onl
y ES
BL-p
rodu
cing
E. c
oli w
ere
anal
ysed
. 1 Onl
y ES
BL-p
rodu
cing
E. c
oli a
nd E
SBL-
prod
ucin
g K
. pne
umon
iae
wer
e di
scri
min
ated
in th
is ta
ble.
TABL
E 1.
Stud
ies ch
arac
teriz
ing t
he E
SBL-
type
s har
bour
ed by
E. c
oli an
d K. p
neum
onia
e iso
lates
colon
izing
LTC
Fs or
NHs
resid
ents
(200
6-16
).
Cont
inen
t Co
untr
y/Ye
ar o
f is
olat
ion
Type
of
heal
thca
re
faci
lity (
no.)
No. o
f re
side
nts
stud
ied
Spec
imen
ty
pe
Occu
rren
ce o
f ES
BL-E
%
(no.
of sa
mpl
es)
Spec
ies
(no.)
1 ES
BL-ty
pe(s
) (no
.) Re
fere
nce
Euro
pe
Italy/
2006
LT
CF (2
3)
211
Cath
eter
urin
e 54
,0 (1
14)
Ec (4
3)
Kp (7
) *
CTX-
M (4
1), SH
V-5 (
1), SH
V-2 (
1) CT
X-M
(6),
TEM
-151 (
1) (8
0)
Ita
ly/20
08
LTCF
(1)
111
Recta
l swa
b an
d urin
e 64
,0 (7
1) Ec
(46)
Kp
(13)
*
CTX-
M-g
roup
1 (3
4), S
HV-5
(6),
CTX-
M-4
(1),
NI (5
) NI
(13)
(81)
Ita
ly/20
12
LTCF
(2)
106
Cath
eter
urin
e and
re
ctal s
wab
49,0
(52)
Ec
(56)
Kp
(10)
*
CTXM
-15 (4
5), C
TX-M
-9 (4
), SH
V-5/
12 (6
), TE
M-E
SBL
(1),
SHV-
12 (9
), CT
X-M
-15 (1
)
(82)
Ge
rman
y/20
06-0
7 NH
(8)
178
Recta
l swa
b 11
,2 (2
0)
Ec
CTX-
M-15
(8
3)
Ge
rman
y/20
10-11
NH
(11)
240
Recta
l swa
b 9,
2 (22
) Ec
(24)
Kp
(1)
CTX-
M-15
(15)
, CTX
-M-14
(5),
CTX-
M-1
(4)
CTX-
M-15
(8
4)
Ge
rman
y/20
13-14
NH
(26)
15
6 Re
ctal s
wab
14,7
(23)
Ec
(23)
CT
X-M
-15 (1
5), C
TX-M
-27 (
5), C
TX-M
-1 (2
), CT
X-M
-14 (1
)
(85)
Po
rtuga
l/200
8-12
NH
(7)
LTCF
(3)
322
Recta
l swa
b 24
,5 (7
9)
E. co
li (65
) Kp
(14)
* CT
X-M
-15 (3
1), C
TX-M
-32 (
1), O
ther
ESB
L (3
3)
CTX-
M gr
oup 1
(11),
Oth
er E
SBL
(3)
(86)
Ne
ther
lands
/201
2
NH (1
) 16
0 Re
ctal s
wab
20,6
(33)
Ec
(32)
Kp
(1)
CTX-
M-15
(22)
, CTX
-M-1
(5),
CTX-
M-3
(3),
CTX-
M- g
roup
9 (2
) NI
(87)
Amer
ica
USA/
2006
-07
LTCF
(1)
214
Recta
l swa
b 13
,0 (2
7)
Kp (2
3)
E. co
li (7)
SH
V-12
(17)
, SHV
-5 (5
) SH
V-31
(1),
SHV-
5 (6)
, CTX
-M-15
(1)
(88)
Asia
Ch
ina/
2014
NH
(7)
390
Recta
l swa
b 46
,5 (18
0)
Ec (1
67)
Kp (8
) *
CTX-
M-15
(73)
, CTX
-M-14
(68)
, CT
X-M
-27 (
8), C
TX-M
-24 (
7), C
TX-M
-3 (6
), CT
X-M
-69 (
5), C
TX-M
-3 (2
), CT
X-M
-132 (
2),
CTX-
M-6
4 (1),
CTX
-M-8
2 (1),
CTX
-M-12
3 (1),
CT
X-M
-65 (
1)
CTX-
M-3
(2),
CTX-
M-14
(2),
CTX-
M-6
5 (1),
CT
X-M
-15 (1
), CT
X-M
-22 (
1), SH
V-2 (
1)
(89)
Chapter 1 - Introduction
21
TAB
LE 4
. Stu
dies
cha
ract
eriz
ing
the
ESBL
-typ
es h
arbo
ured
by
E. c
oli a
nd K
. pne
umon
iae
isol
ates
col
oniz
ing
heal
thy
volu
ntee
rs (2
006-
16).
Co
ntin
ent
Coun
try/
Year
of
isol
atio
n N
o. o
f pa
rtic
ipan
ts
incl
uded
ESBL
-E
(%, n
o. o
f sam
ples
) Sp
ecie
s (n
o.)1
ESBL
-typ
e(s)
(no.
) R
efer
ence
Euro
pe
Port
ugal
/200
1-04
11
3 1,8
(2)
Ec (2
) CT
X-M
-14
(1),
TEM
-153
(1)
(90)
Port
ugal
/200
7-08
11
2 2,
7 (3)
Ec
(3)
CTX-
M-1
(1),
TEM
-52
(1),
SHV-
12 (1
) (9
1)
Fr
ance
/200
6 33
2 0,
6 (2
) Ec
(2)
TEM
-52
(1),
SHV-
12 (1
) (9
2)
Fr
ance
/200
8 50
0 6,
6 (3
3)
Ec (2
6)
Kp (5
) *
CTX-
M-1
(7),
CTX-
M-1
5 (5
), CT
X-M
-14
(6),
CTX-
M-2
7 (1)
, CTX
-M-6
5 (2
), TE
M-5
2 (3
), TE
M-1
5 (1
), SH
V-12
(1)
CTX-
M-1
5 (4
), SH
V-2
(1)
(93)
Fr
ance
/201
1 34
5 6
(21)
Ec
(22)
CT
X-M
-15
(7),
CTX-
M-1
(7),
CTX-
M-1
4 (4
), CT
X-M
-2 (1
), SH
V-12
(3)
(94)
Sp
ain/
2007
10
5 6,
7 (7)
Ec
(7)
CTX-
M-1
4 (2
), CT
X-M
-1 (2
), CT
X-M
-32
(1),
CTX-
M-8
(1),
TEM
-52
(1)
(95)
D
enm
ark/
2008
84
3,
6 (3
) Ec
(3)
CTX-
M-1
4 (3
) (9
6)
H
unga
ry/2
009-
10
1102
2,
0 (2
2)
Ec (2
2)
CTX-
M-1
(6),
CTX-
M-1
5 (5
), CT
X-M
-8 (3
), CT
X-M
-2-g
roup
(2),
CTX-
M-9
-gro
up (1
), CT
X-M
-32
(1),
SHV-
12 (4
)
(97)
H
unga
ry/2
013-
14
779
2,3
(18)
Ec
(18)
CT
X-M
-15
(14)
, CTX
-M-1
(4)
(98)
Germ
any/
2009
-13
3344
6,
3 (2
11)
Ec (2
12)
CTX-
M-1
5 (9
7), C
TX-M
-1 (5
1), C
TX-M
-14
(31)
, CT
X-M
-3 (1
1), C
TX-M
-27 (
8), C
TX-M
-2 (2
) CT
X-M
-32
(1),
CTX-
M-5
5 (1
), SH
V-12
(5)
TEM
-52
(5)
(99)
Sw
itzer
land
/201
0 58
6 5,
8 (3
4)
Ec (3
4)
CTX-
M-1
5 (1
4), C
TX-M
-1 (1
0), C
TX-M
-14
(7),
CTX-
M-2
(2),
SHV-
12 (1
) (1
00)
N
ethe
rland
s/20
11
1033
4,
7 (49
) Ec
(51)
Kp
(2)
CTX-
M-1
(17)
, CTX
-M-1
5 (1
3), C
TX-M
-14
(9),
CTX-
M-2
(3),
CTX-
M-3
(2),
CTX-
M-2
4 (2
), CT
X-M
-27 (
1), C
TX-M
-32
(1),
SHV-
12 (2
), TE
M-5
2 (1
) CT
X-M
-15
(1),
SHV-
65 (1
)
(101
)
N
orwa
y/20
14-1
6 28
4 4,
9 (1
4)
Ec (1
4)
Kp (1
)
CTX-
M-1
5 (6
), CT
X-M
-1 (1
), CT
X-M
-55
(1),
CTX-
M-3
(2),
CTX-
M-2
7 (2)
, CTX
-M-1
4 (1
) CT
X-M
-24
(1)
SHV-
12 (1
)
(102
)
Asia
Ch
ina/
2009
10
9 50
,6 (5
5)
Ec (5
5)
CT
X-M
-14
(39)
, CTX
-M-1
5 (8
), CT
X-M
-55
(3),
CT
X-M
-79
(3),
CTX-
M-3
(2),
CTX-
M-2
4 (1
), CT
X-M
-27 (
1)
(103
)
2
Chapter 1 - Introduction
22
ESBL
-E, E
SBL-
prod
ucin
g En
tero
bact
eria
ceae
; N
I, no
t id
entif
ied.
Ec,
E. c
oli,
Kp,
K. p
neum
onia
e; *
Oth
er E
SBL-
prod
ucin
g En
tero
bact
eria
ceae
spe
cies
wer
e al
so
iden
tifie
d. G
rey
shad
ing
repr
esen
t the
stu
dies
whe
re o
nly
ESBL
-pro
duci
ng E
. col
i wer
e an
alys
ed.1 O
nly
ESBL
-pro
duci
ng E
. col
i and
ESB
L-pr
oduc
ing
K. p
neum
onia
e
wer
e di
scri
min
ated
in th
is ta
ble.
2 Dat
a fr
om P
ortu
gal (
2001
-04)
wer
e in
clud
ed fo
r com
pari
son.
TA
BLE
4. S
tudi
es c
hara
cter
izin
g th
e ES
BL-t
ypes
har
bour
ed b
y E.
col
i and
K. p
neum
onia
e is
olat
es c
olon
izin
g he
alth
y vo
lunt
eers
(200
6-16
) (co
nt.).
Con
tine
nt
Cou
ntry
/Yea
r of
is
olat
ion
No.
of
part
icip
ants
in
clud
ed
ESB
L-E
(%
, no.
of s
ampl
es)
Spec
ies
(no.
)1
ESB
L-ty
pe(s
) (n
o.)
Ref
eren
ce
Asi
a (c
ont.)
Ch
ina/
2014
17
32
30,5
(528
) Ec
(528
) CT
X-M
-14
(258
), CT
X-M
-15
(155
), CT
X-M
-27
(50)
, CT
X-M
-65
(21)
, CTX
-M-3
(16)
, CTX
-M-6
4 (8
), CT
X-M
-55
(7),
CTX
-M-9
8 (5
), CT
X-M
-123
(5),
CTX
-M-1
05 (1
), CT
X-M
-132
(1),
CTX
-M-1
37 (1
)
(104
)
Ja
pan/
2009
-10
218
6,4
(14)
Ec
(12)
K
p (2
)
CTX
-M-1
4 (4
), CT
X-M
-2 (4
), CT
X-M
-8 (2
),
CTX
-M-1
5 (1
), SH
V-12
(1)
CTX
-M-3
(1),
CTX
-M-1
4 (1
)
(105
)
La
os/2
011
397
23,2
(92)
Ec
(78)
K
p (1
8)
CTX
-M-1
4 (3
6), C
TX-M
-55
(13)
, CTX
-M-1
5 (1
0),
CTX
-M-2
7 (9
), CT
X-M
-64
(5),
CTX
-M-2
4 (3
) CT
X-M
-101
(1)
SHV-
2a (1
3), C
TX-M
-14
(5)
(106
)
Le
bano
n/20
13
125
24,8
(31)
Ec
(25)
K
p (3
) *
CTX
-M-9
+CTX
-M-1
5 (1
0), C
TX-M
-9 (8
),
CTX
-M-1
5+CT
X-M
-2+C
TX-M
-9 (6
) O
ther
CTX
-M (1
) CT
X-M
-15
(1),
CTX
-M-9
(1),
CT
X-M
-15+
CTX
-M-2
+CTX
-M-9
(1)
(107
)
Am
eric
a Fr
ench
Gui
ana/
2006
16
3 7,
3 (1
2)
Ec (1
4)
CTX
-M-2
(11)
, CTX
-M-8
(1),
SHV-
2 (2
) (1
08)
Ch
ile/2
010
49
12,2
(6)
Ec (5
) CT
X-M
-1 (2
), CT
X-M
-15
(2),
CTX
-M-3
0 (1
) (1
09)
Bo
livia
and
Per
u/20
11
482
12,4
(60)
Ec
(6o)
CT
X-M
-15
(23)
, CTX
-M-3
(1),
CTX
-M-1
4 (4
) CT
X-M
-65
(20)
, CTX
-M-8
(7),
CTX
-M-2
(2)
CTX
-M-1
4+CT
X-M
-15
(1),
Oth
er E
SBL
(2)
(110
)
N
icar
agua
/201
2 10
0 27
(27)
Ec
(23)
K
p (5
) CT
X-M
-15
(20)
, CTX
-M-3
2 (1
), CT
X-M
-22
(1)
CTX
-M-1
5 (5
) (1
11)
Afr
ica
Liby
a/20
07
243
8,2
(49)
Ec
(4)
CTX
-M-1
5 (4
) (1
12)
Tu
nisi
a/20
09-1
0 15
0 7,
3 (1
1)
Ec (1
1)
CTX
-M-1
(10)
, TEM
-52
(1)
(113
)
Tuni
sia/
2012
-13
105
5,7
(6)
Ec (6
) CT
X-M
-1 (4
), CT
X-M
-15
(2)
(114
)
Mad
agas
car/
2009
48
4 10
,1 (4
9)
Ec (3
1)
Kp
(14)
*
CTX
-M-1
5 (2
8), C
TX-M
-3 (2
), CT
X-M
-1 (1
) CT
X-M
-15
(13)
, SH
V-2a
(1)
(115
)
Ca
mer
oon/
2009
15
0 6,
7 (1
0)
Ec (9
) K
p (1
) CT
X-M
-15
(10)
(1
16)
Ce
ntra
l Af
rica
n R
epub
lic/2
011-
13
134
59,0
(79)
Ec
(51)
K
p (2
0) *
CT
X-M
-15
(4),
CTX
-M-2
7 (1
), CT
X-M
-127
(1)
CTX
-M-1
5 (2
0)
(117
)
An
gola
/201
3 18
22
,4 (4
) Ec
(5)*
CT
X-M
-15
(5)
(118
)
Chapter 1 - Introduction
23
B) Carbapenemases
Plasmid-mediated carbapenemases are a group of enzymes with ability to hydrolyse
almost all β-lactams, including carbapenems. They represent the most versatile family of β-
lactamases with a variable hydrolysis spectrum (mainly with respect ESC, monobactams
and β-lactamase inhibitors), which sometimes difficult their identification by phenotypic
methods (Table 5). According to the classification schemes for β-lactamases,
carbapenemases can be classified in three classes: A/2f, B/3a and D/2df (Table 2).
The inadequate and uncontrolled use of carbapenems to treat infections caused by
ESBL-producing Enterobacteriaceae seems to have favoured the recent emergence and
abrupt expansion of carbapenemases (Figure 7). The first carbapenemase identified in an
Enterobacteriaceae isolate was described in Japan in 1991 (IMP-1-producing Serratia
marcescens) (Figure 7) (119), and since then different carbapenemases have been identified
in different Enterobacteriaceae species, but especially in K. pneumoniae clinical isolates.
The most prevalent carbapenemases among Enterobacteriaceae are KPC (class A/2f),
MBLs (mainly plasmid-encoded NDM, VIM, IMP types; class B/3a) and OXA-48-like (class
D/2df) enzymes (Table 5).
TABLE 5. Hydrolytic and inhibition profiles of the most prevalent carbapenemases identified among Enterobacteriaceae.
aOXA-48-like enzymes usually show high-level of resistance to temocillin. bCephamycins are poorly hydrolysed
by most of class A enzymes. cVariable resistance to 3rd and 4th generation cephalosporins.
In a recent SMART (Study for Monitoring Antimicrobial Resistance Trends) study,
the distribution of carbapenemase genes among Enterobacteriaceae isolates recovered
from intra-abdominal infections and UTIs by country (2008-2014) was evaluated (120).
The study revealed a high prevalence of KPC producers in American and European
countries, NDM and IMP in Asia and the South Pacific region, OXA-48-like in African,
Middle East and European countries, and VIM mainly in European countries (Figure 8)
(120). In Portugal, KPC-3 producers were firstly detected in 2009 in a central hospital
Carbapenemase
Hydrolytic Profile Inhibitory profile
Penicillins Cephalosporins Monobactams Carbapenems classical β-lactamase inhibitors
in-vitro
1st and 2nd
3rd and 4th
KPC (A/2f)
+++ +++ b +++ ++ +++ ± Boronic acid
MBLs (B/3a)
+++ +++ +++ - ++ - EDTA
OXA-48-like (D/2df)
+++ a +++ ± c + + - NaCl
Chapter 1 - Introduction
24
among K. pneumoniae isolates (121), and are currently widespread in different Portuguese
hospitals, mainly associated with K. pneumoniae isolates (19,122,123). Other
carbapenemases have been sporadically detected (KPC-2 in an environmental E. coli in
2010; VIM-1-like in environmental E. coli isolates in 2015; GES-5 in clinical K. pneumoniae
isolates between 2011 and 2012; OXA-48 in clinical K. pneumoniae and E. coli isolates
between 2013-2015) (122,124–126) (Peixe L, unpublished results). The occurrence and
distribution of the predominant carbapenemase families (KPC, OXA-48-like, and MBLs)
among K. pneumoniae and E. coli isolates is reviewed in detail below.
FIGURE 8. Distribution of different carbapenemases types among Enterobacteriaceae isolates by
world region (2008-14) [reprinted with permission from (120)]. a data from India and China were not included.
KPCs (Klebsiella pneumoniae carbapenemases) were firstly identified in a clinical K.
pneumoniae isolate in 1996 in North Carolina (USA) (127), and soon after were reported
worldwide, predominantly among K. pneumoniae isolates (Figure 9) (128). Twenty-three
KPC variants have been described, with KPC-2 and KPC-3 being the most commonly
reported (differing in just one amino acid), although with variable epidemiology
(http://www.lahey.org/Studies/other.asp#table1). In some countries, both variants are
endemic (USA, Colombia, Italy and Israel) among K. pneumoniae, whereas in others KPC-2
is almost exclusively found (Argentina, Brazil, Greece, Poland and China) (Figure 9)
(128,129).
KPC-producing bacteria have mainly been linked to the nosocomial setting but also
increasingly among LTCFs and NHs, either involved in infection or colonization of the
patients/residents, and rarely among healthy volunteers (130–133). Its detection in gowns
Chapter 1 - Introduction
25
and gloves of healthcare workers, as well as in sink drains in the nosocomial setting,
suggests a major role of the hospital environment in the spread of KPC producers in
outbreak situations (134,135).
FIGURE 9. Worldwide geographic distribution of KPC-producing K. pneumoniae in clinical and non-clinical human settings [adapted from (129)].
OXA-48 carbapenemase (the name derives from oxacillinases due to the increased
ability to hydrolyse isoxazolylpenicillins faster than benzylpenicillin) was firstly identified in
a K. pneumoniae isolate in Istanbul, Turkey, in 2001 (136). Since its first description,
several variants of OXA-48 (differing by a few amino acid substitutions) have been
reported, such as OXA-162, OXA-163, OXA-181, OXA-204, OXA-232, OXA-244, OXA-245,
OXA-247 and OXA-370. However, the less efficient and slow hydrolysis observed for
carbapenems among these enzymes occasionally hampers their laboratory identification,
which possibly explains that their prevalence might be underestimated (129).
OXA-48-like enzymes have been reported worldwide among nosocomial K.
pneumoniae isolates and also frequently among E. coli, most of the times associated with
the co-production of CTX-M enzymes (mainly CTX-M-15). OXA-48-like-producing K.
pneumoniae are endemic in the Middle East (Turkey, Egypt), North African countries
(Tunisia, Morocco, and Libya) and India (mainly OXA-181) (Figure 10). The recent
emergence and subsequent spread of OXA-48-like-producing K. pneumoniae in other
countries (mainly European) has been mostly associated with population exchanges with
endemic areas. It is of note the high prevalence of OXA-48 among carbapenemase-
producing K. pneumoniae in Spain and France (>70%) (Figure 10) (129,137,138),
contrasting with the very low frequency of OXA-48-like-producing K. pneumoniae enzymes
among North American countries (120,129). OXA-48-like-producing E. coli reports are also
Endemic spread of KPC producers
Sporadic spread of KPC producers
KPC producers reported
Chapter 1 - Introduction
26
increasing in endemic areas and some European countries (France, Spain and Germany)
(Figure 11) (19), and are more frequently observed among healthy volunteers (99,139,140).
FIGURE 10. Worldwide geographic distribution of OXA-48-like-producing K. pneumoniae in clinical and non-clinical human settings [adapted from (129)].
FIGURE 11. Worldwide geographic distribution of OXA-48-like-producing E. coli in clinical and non-clinical human settings (19,99,126,139,141–209).
Regarding plasmid-encoded MBLs, three different families are frequently
encountered among Enterobacteriaceae: VIM (Verona integron-encoded MBL), IMP (from
its hydrolytic activity on imipenem) and NDM (New Delhi MBL) (19,120,129).
Forty-six VIM enzymes have been described (most of them in P. aeruginosa)
(http://www.lahey.org/Studies/other.asp#table1), being VIM-1 and in lesser extent VIM-2
the most disseminated variants (mainly among K. pneumoniae and Enterobacter cloacae).
Endemic spread of OXA-48-like producers
Sporadic spread of OXA-48-like producers
OXA-48-like producers reported
1 2-10
11-50
51-150
>150
No. of isolates reported
Chapter 1 - Introduction
27
In fact, VIM-1-producing K. pneumoniae are endemic in Greece and multiple outbreaks
have been reported in other European countries (Spain, Italy, France, Hungary, Belgium)
(19). Other variants are confined to specific geographic areas (e.g. VIM-4-producing K.
pneumoniae in clinical isolates from Hungary and Tunisia) (210,211).
IMP carbapenemases have been mostly reported among P. aeruginosa and
Acinetobacter spp. isolates worldwide, whereas reports among K. pneumoniae and E. coli
isolates are mainly confined to the Asia-Pacific region (120,212). From the 53 IMP enzymes
described, IMP-1, IMP-4, IMP-6, IMP-8 and IMP-26 are the ones more frequently detected
among K. pneumoniae and E. coli clinical isolates (212,213).
NDM enzymes were firstly described in 2008 simultaneously in a K. pneumoniae
and E. coli isolate from a Swedish patient previously hospitalized in New Delhi, India. Since
then, 16 NDM variants have been described (most often in Asian countries) but
undoubtedly NDM-1 is the most disseminated variant, followed by NDM-5
(http://www.lahey.org/Studies/other.asp#table1) (129). The Indian subcontinent (India,
Pakistan, Sri Lanka) seems to be primary reservoir of NDM producers, whereas other
possible significant reservoirs have also been discussed, such as the Balkan states and the
Arabian Peninsula (129). Additionally, a high prevalence has also been reported in different
European (United Kingdom, Poland, Denmark, France, Belgium) and Asian (China,
Singapore, Nepal) countries (Figure 12) (129,138,214). The international spread of NDM
producers has been strongly associated with travel to or medical tourism in endemic areas,
although cases of NDM producers in individuals with no history of travel to high risk areas
have also been reported (214,215). Although K. pneumoniae and E. coli are the main
sources of NDM-1 in hospital and community-acquired infections, respectively, multiple
other Enterobacteriaceae or non-fermenting Gram-negative species have been reported as
NDM-producers (214). NDM-producing K. pneumoniae and E. coli have been also reported
as colonizers of travellers and healthy humans, especially from endemic areas (140,216–
218). It is of note the extensive dissemination of this carbapenemase in non-clinical human
settings such as in animals (72) and in the environment, particularly in areas of poor
sanitation (219,220).
Chapter 1 - Introduction
28
FIGURE 12. Worldwide geographic distribution of NDM-producing K. pneumoniae in clinical and non-clinical human settings [adapted from (129)].
C) Plasmid-mediated AmpC β-lactamases
Plasmid-mediated AmpC β-lactamases can hydrolyse penicillins, first-, second- and
third-generation cephalosporins, cephamycins (e.g. cefoxitin), and more rarely fourth
generation cephalosporins, while they are generally resistant to classical β-lactamase
inhibitors (221). AmpC enzymes are classified as C/1 or C/1e (Table 2) and belong to nine
different families (ACC, ACT, CFE, CMY, DHA, FOX, LAT, MIR, MOX)
(http://www.lahey.org/Studies/other.asp#table1), many of them encoded by the
chromosome of diverse Enterobacteriaceae species (e.g. E. coli, Shigella spp., Citrobacter
spp., Serratia spp., Hafnia alvei, Morganella spp., Enterobacter spp.). The first plasmid-
mediated AmpC β-lactamase (CMY-1) was isolated in 1989 in a K. pneumoniae strain from
Korea, and nowadays different variants have already been described in diverse
Enterobacteriaceae, including in species naturally lacking the chromosomal blaAmpC genes,
such as Klebsiella spp., Proteus mirabilis or Salmonella spp. (221).
More than 240 allelic variants of AmpC β-lactamases have been described
worldwide, but only a few are plasmid-mediated. CMY-2 is the most worldwide spread
plasmid-acquired AmpC, reported mostly in E. coli isolates (but also noticeable among
Salmonella spp.) from different clinical and non-clinical human settings and non-human
hosts (mainly food-producing animals) (66,71,72,221). DHA-1 is the second most frequent
plasmid-acquired AmpC and has been predominantly detected among nosocomial K.
pneumoniae isolates causing outbreaks worldwide (76,221), including in Portugal (222)
(Ribeiro T et al., unpublished results).
Endemic spread of NDM producers
Sporadic spread of NDM producers
NDM producers reported
Chapter 1 - Introduction
29
1.1.3. Update on clinical relevance, virulence and population structure of Escherichia coli and Klebsiella pneumoniae isolates resistant to extended-spectrum β-lactams from clinical and non-clinical human settings
Enterobacteriaceae constitutes a large family of Gram-negative bacteria including
53 genera and more than 170 species. Members of Enterobacteriaceae family are facultative
anaerobic roads or coccobacilli, typically glucose fermenters, oxidase negative and non-
spore forming with variable mobility (223). Enterobacteriaceae species have an ubiquitous
distribution, being found amongst the intestinal flora of humans and animals and also in
different ecological niches such as plants, soil and water (223). Nevertheless, some species
from the Enterobacteriaceae family are commonly recognized as important human
pathogens, either associated with enteric diseases (E. coli, Salmonella enterica, Shigella
spp., Yersinia enterocolitica) or acting as opportunistic pathogens, involved mainly in
extraintestinal infections, especially UTIs, pneumonia or septicaemia (E. coli, K.
pneumoniae, Enterobacter spp., P. mirabilis and S. marcescens) (46,223).
As explained in section 1.1.1, the central problematic addressed in this thesis (the
expansion of MDR Enterobacteriaceae) is particularly relevant for E. coli and K.
pneumoniae. Established the differences in the incidence and impact of human infections
caused by MDR strains belonging to these species (see section 1.1.3) and in the
epidemiology of main plasmid-encoded ABR genes (see section 1.1.4), it is critical to deepen
aspects that are on the basis of clinical manifestations and of selection, emergence and
dissemination of ABR strains. Transmission of bla genes across bacterial populations is the
result of interplay between clonal expansion and/or HGT mediated more frequently by
plasmids, transposons or integrons (Figure 13). Details regarding the clinical relevance,
virulence and population structure will be reviewed in detail for E. coli (subsection 1.1.3.1)
and K. pneumoniae (subsection 1.1.3.2) separately. The impact of particular plasmid
families and specific mobile genetic elements (MGE) associations in the dissemination of
bla genes will be reviewed in section 1.1.4.
Chapter 1 - Introduction
30
Clone A
Acquired resistance gene
Vertical gene transfer Horizontal gene transfer
Clone A
Clone A
Clone A Clone B
Conjugation, Transformation
Transduction
FIGURE 13. Mechanisms of dissemination of antibiotic resistance genes (adapted from http://evolution.berkeley.edu/evolibrary/news/161206_blackwidow).
1.1.3.1. Escherichia coli
Clinical Relevance
E. coli is the most prevalent commensal inhabitant of the gastrointestinal tract of
humans and animals among Enterobacteriaceae family, establishing a symbiotic
relationship with the host (224). The acquisition of certain MGE carrying virulence or ABR
genes capacitated E. coli to cause a broad spectrum of diseases, from gastroenteritis to
extraintestinal infections (223,224).
Pathogenic E. coli strains comprise two main subsets, diarrhoeagenic and
extraintestinal E. coli (ExPEC) strains. Diarrhoeagenic strains cause diarrheal syndromes
that vary in clinical manifestations and pathogenesis depending on distinctive virulence
traits, on the basis for discrimination of eight distinct pathovars - enteropathogenic E. coli
(EPEC), enterohaemorrhagic E. coli (EHEC), enterotoxigenic E. coli (ETEC), enteroinvasive
E. coli (EIEC), enteroaggregative E. coli (EAEC) and diffusely adherent E. coli (DAEC), and
the recently proposed adherent-invasive E. coli (AIEC) and Shiga-toxin producing
enteroaggregative E. coli (STEAEC) (223,224). Regarding ExPEC, two pathovars have been
traditionally designated - uropathogenic E. coli (UPEC) and meningitis-associated E. coli
(MNEC). However, these categories are deceptively narrow since these strains have the
ability to cause infections in multiple extraintestinal anatomical sites, and it is more
Chapter 1 - Introduction
31
acceptable the more embracing ExPEC term (225). ExPEC strains are linked to a variety of
diseases involving high morbidity and mortality and are strongly associated with ABR.
ExPEC are the most common cause of UTIs (responsible for approximately 70-95%
of community-acquired UTIs and 50% of nosocomial UTIs) and bacteraemia (involved in
47,4% of all bacteraemia reported in Europe in 2008) (226), but also neonates meningitis,
skin structure infections, myositis, osteomyelitis and respiratory tract infections (Figure 14)
in the hospital or community settings (226).
FIGURE 14. Proportion of ExPEC isolates identified among all bacterial pathogens isolated in
80.089 hospital admissions in 19 US hospitals (2007 and 2010) [reprinted with permission from
(226)].
Virulence factors of ExPEC strains
The ability of E. coli to cause disease in extraintestinal sites has been associated with
the presence of a diversified combination of virulence factors positively linked to enhanced
adaptability, competitiveness and ability to colonize the human body, and considered by
many authors as “fitness factors” (225,227). Many different combinations of virulence
factors can be found among ExPEC isolates as well as multiple representatives of a
particular virulence functional category (e.g. adhesins, siderophores), supporting diverse
pathways of extraintestinal virulence in E. coli (227). Variations in virulence profiles are
common even within the same lineage, evidencing the role of HGT [plasmids, phage-
mediated transduction, or recombination involving pathogenicity-associated islands (PAIs)]
or deletions, and the genome plasticity among ExPEC strains (225). Virulence factors
described among ExPEC strains, and, associations between some of them and site-specific
diseases are listed in Table 6 (227,228).
Chapter 1 - Introduction
32
TABLE 6. Virulence factors associated with ExPEC by functional category and associations between some of them and specific clinical infections.
*Highly prevalent amongst patients with pyelonephritis; NM, neonatal meningitis. References used to construct Table 6 (224,225,228).
Functional Category
Gene(s) or operon
Description Clinical infection(s) commonly associated
Adhesins
fimH Type 1 fimbriae, D-mannose-specific adhesin UTI, NM papACEFG P fimbriae operon (pyelonephritis associated) UTI ecpA E. coli common pilus sfa S (sialic-acid specific) UTI foc F1C fimbriae UTI afa/dra Dr antigen-specific binding adhesins UTI afaE-8 Afimbrial adhesin VII Iha Adhesion siderophore bmaE Blood group M-specific adhesin gafD N-acetyl D-glucosamine-specific fimbriae adhesin clpG CS31A adhesin (K88 related) nfa Non-fimbrial adhesin csgA Curli fimbriae UTI hra Heat-resistant haemagglutinin
Toxins
hly α-haemolysin UTI* cnf1 Cytotoxic necrotizing factor 1 NM cdtB Cytolethal distending toxin sat Secreted autotransporter toxin UTI pic Serine protease autotransporter UTI vat Vacuolating toxin UTI astA Enteroaggregative E. coli heat-stable toxin
Siderophores
iuc, iutA Aerobactin siderophore (synthesis and receptor) UTI*, bacteraemia irp, fyuA Yersiniabactin siderophore (synthesis and receptor) UTI, bacteraemia iroN Salmochelin siderophore (receptor) UTI, bacteraemia ireA Siderophore receptor sitA Periplasmic-binding protein bacteraemia
Surface polysaccharides
kpsMT II Group II capsular polysaccharide synthesis (K1, K5, K12)
kpsMT III Group III capsular polysaccharide synthesis (K3, K10, K54)
K1 K1 group II capsule variants NM K2 K2 group II capsule variants K5 K5 group II capsule variants UTI, NM rfc O4 LPS synthesis UTI
Protectins and invasins
ompT Outer membrane protein T (protease) ompA Outer membrane protein A (cellular invasion) NM cvaC Colicin V (bacteriocin) clb Colibactin synthesis (bacteriocin) iss Increased serum survival UTI, bacteraemia traT Conjugal transfers surface exclusion protein UTI*, bacteraemia ibeABC Invasion of brain endothelium NM aslA Cellular invasion NM traJ Cellular invasion
Miscellaneous fliC H7 Flagellin variant UTI usp Uropathogenic-specific protein (bacteriocin) UTI malX Pathogenicity island marker
Chapter 1 - Introduction
33
Population structure of ExPEC strains
A relationship between phylogeny [to review typing methods of E. coli isolates see
Box 4] and pathogenicity has traditionally been established for E. coli, in which virulent
BOX 4. Population structure concepts and methodologies applied in the typing and subtyping of E. coli
Clone: an isolate or a group of isolates descending from a common ancestor and exhibiting identical or closely similar phenotypic or genotypic traits. They can be detected and characterized by strain-typing
methods as belonging to the same group (229).
High-risk clones: clones with a global distribution and showing enhanced ability to colonize, spread, and
persist in a variety of niches (230). High-risk clones play a major role in the spread of different genetic
platforms, virulence and ABR genes at global scale (230,231).
Genotyping methods most commonly used to define the population structure of E. coli at different levels
are:
• Phylo-typing - Polymerase chain reaction (PCR)-based method that allows the classification of E. coli into seven main phylogenetic groups - A, B1, B2, C, D, E and F (232).
• Pulsed-field gel electrophoresis (PFGE) - based on the analysis of restriction fragments after digestion of genomic DNA with a macrorrestriction enzyme, usually XbaI in E. coli (and also K.
pneumoniae) (233,234).
• Multilocus sequence typing (MLST) - based on allelic variation in seven housekeeping genes to define a sequence type (ST) with a numerical designation, according to the most widely used and
standardized schemes - Achtman (http://mlst.warwick.ac.uk/mlst/dbs/Ecoli) and Pasteur
(http://bigsdb.web.pasteur.fr/ecoli/).
• Whole-genome sequencing (WGS) - determines the complete DNA sequence of a bacterial genome at a single time, providing a highest resolution and discriminatory power in phylogenetic
analysis (228,234).
Subtyping of E. coli B2-ST131 clone:
• Molecular serogrouping - PCR targeting the O25b and O16 rfb region (gene from LPS locus) (235).
• CH typing- sequence-based typing of fumC gene based on Achtman MLST scheme and of the internal fragment (489 bp) of fimH gene (236).
• Clade Rx identification - PCR detection of a specific single-nucleotide polymorphism (SNP) within the allantoin-encoding gene (ybbW) (237).
• Virulence factors and virotypes - PCR-based classification into five virotypes (i.e., A, B, C, D
and E) that is based on the distribution of eleven distinctive virulence factors (afa/draBC, iroN,
ibeE, sat, papGII, cnf1, hlyA papGIII, cdtB and neuC-K1) (238,239).
• WGS - phylogenetic analysis of the main lineages associated with ST131 and in silico fimH
determination (FimTyper, https://cge.cbs.dtu.dk/services/FimTyper/).
Chapter 1 - Introduction
34
ExPEC strains were frequently linked to phylogroup B2 and to a lesser extent phylogroup D,
while commensal strains were more frequently associated with A and B1 phylogroups
(232,240). Phylogroups C, E and F were only recently discriminated by molecular tools and
their distribution is still underexplored (232). However, studies focusing on the
characterization of MDR E. coli populations have shown that these barriers are no longer
useful due to the increasing identification of A and B1 E. coli causing human infections
enriched with ExPEC virulence factors, unveiling the role of non-human reservoirs in the
landscape of ExPEC infections (240–242)
The pandemics caused by ESC resistant E. coli has mostly been attributed to the
global expansion of certain MDR high-risk clones, with the most representative example
being the E. coli B2-ST131 clone. This clone emerged during the early 2000s associated with
production of CTX-M-15, initially identified in the United Kingdom and Canada and
designated as clone A and 15A/15AR (by PFGE), respectively (243,244). But it was only in
2008 that international studies including isolates from several countries (Canada, India,
Kuwait, Lebanon, Korea, France, Switzerland, Portugal and Spain) recognized the
worldwide spread of a single E. coli clone producing CTX-M-15, identified by MLST as
ST131 (245,246). Since then, E. coli B2-ST131 was extensively reported throughout the
world (Figure 15) associated mainly with CTX-M-15 (but also with other ESBL,
carbapenemases and/or plasmid-acquired AmpC) and fluoroquinolone resistance in
isolates from multiple origins (73).
FIGURE 15. Global dissemination of E. coli B2-ST131 clone among clinical and non-clinical human
hosts (until 2013) [adapted from (73)]. Red stars indicate isolates producing ESBL enzymes, and blue stars indicate fluoroquinolone resistant, non-
ESBL-producing isolates.
Chapter 1 - Introduction
35
Recent molecular epidemiology studies using WGS and deep phylogenetic analysis
[see Box 4 to review subtyping methods of B2-ST131 isolates] depicted several different
ST131 subclonal lineages linked to variable ABR patterns, and a retrospective phylogenetic
analysis allowed establishing their evolutionary routes. These clades had characteristic
fimH alleles and virulence gene profiles that are used for large-scale subtyping of ST131
isolates (247). It has been proposed that ST131 clone was rare among E. coli isolates from
the 1990s and early 2000s, and the main lineages identified belonged to O25b:H4 serotype
carried fimH22 and ibeA (virotype D) and fimH35 and were fluoroquinolone susceptible.
During the mid- to late 2000s, the explosion of O25b:H4 ST131 linked to fluoroquinolone
resistance was driven by the expansion of the fluoroquinolone resistant ST131-fimH30
clade carrying specific mutations in GyrA (S83L and D87N) and ParC (S80I and E84V)
harbouring (H30-Rx) or not (H30-R) CTX-M-15. ST131-fimH30 sublineages are generally
associated with virotypes A (afa/draBC presence), B (iroN presence) and C (sat presence),
being the latter the most common. The strong selective pressure exerted by the extensive
use of fluoroquinolones and furthermore of ESC might have contributed to the expansion of
these lineages (Figure 16) (73,248,249). It is of note to highlight the recent expansion of E.
coli B2-ST131 H30-R-producing CTX-M-27 in different countries, among clinical (Thailand,
Australia, Canada, Korea, Czech Republic, France and USA) (73,74) and non-clinical human
(China, France) sources (75,250). Other ST131 lineages, such as O16:H5 fimH41 represent
only 1-5% of ST131 isolates, are susceptible to fluoroquinolones but resistant to
trimethoprim-sulfamethoxazole and gentamicin and have been associated mainly with the
production of CTX-M-14 (247,251–253).
FIGURE 16. Evolution of E. coli ST131 lineages driven by selection pressure due to
fluoroquinolones and ESC use [adapted from (249)]. FQ-R, fluoroquinolone resistant.
Chapter 1 - Introduction
36
Due to the extraordinary global success of ST131, carbapenemase production has
been monitored and fortunately only a limited number of isolates have been detected.
However, a recent study from the USA documents twenty KPC-producing E. coli, 60% of
them belonging to the ST131 H30 lineage, whereas another global surveillance report from
SMART and Astra Zeneca program reports 116 carbapenemase-producing E. coli, 35% of
them producing KPC enzymes and belonging to the ST131-H30 lineage and virotype C
(254,255).
E. coli B2-ST131 clone is highly prevalent among residents in LTCFs/NHs, with
these settings regarded as reservoirs of this clone [colonization rates ranging between 4,6%
and 55% in different studies (2006-2014)] (82,84,86,87,256–259). E. coli B2-ST131 has
also been increasingly detected among healthy humans [colonization rates ranging between
0,5% and 29% (2006-2014)] (75,94,101,103,117). Despite it has occasionally been detected
in non-human sources (companion animals and food-producing animals, environment)
(73), its higher prevalence among human infections and human colonizing isolates,
probably reflects its primarily adaptation to the human host.
Other important ExPEC lineages have been detected worldwide in clinical isolates,
also linked to the expansion of CTX-M enzymes and/or carbapenemases. Other B2-E. coli
lineages which are frequently MDR but only occasionally linked to the production of β-
lactamases, are also highly represented worldwide among clinical ExPEC isolates, such as
ST73 and ST95 (228,242,260,261). From phylogroup D, the most representative clones
among clinical isolates are ST38 (mainly associated with production of CTX-M-9, -14, and
OXA-48) (162,184,262–267), ST69 (usually presenting high rates of resistance to
trimethoprim-sulfamethoxazole and frequently linked to the production of CTX-M-14)
(242,262,264,268,269), ST393 (mainly associated with CTX-M-14) (242,268) and ST405
(linked to the worldwide expansion of CTX-M-15 and also associated with NDM and OXA-
48) (137,263–267,270,271). From B1 phylogenetic group, ST101 (mostly linked to NDM-1
outbreaks) is widely distributed (272,273), whereas in phylogroup A, CC10 (including ST10,
ST167 or ST617) commonly producing different CTX-Ms (65,263,270,274) and ST410
(associated with CTX-M-15, and less frequently with CTX-M-14, KPC and NDM) have been
frequently reported (274–277). E. coli F-ST648, formerly classified as phylogroup D, is
mainly associated with production of CTX-M-15 and different NDM variants among clinical
isolates worldwide (241,263,267,278).
It is important to highlight the frequent detection of D-ST38, A-ST410, A-CC10 and
F-ST648 clones among non-human hosts (domestic, companion and food-producing
animals, food-products and environment), and the high identity observed between these
clones in these different settings, suggesting the role of these settings as reservoirs of
Chapter 1 - Introduction
37
ExPEC lineages, especially trough the food chain. This aspect is out of the scope of this
thesis but it is very nicely reviewed in several papers (72,240,241).
Chapter 1 - Introduction
38
1.1.3.2. Klebsiella pneumoniae
Clinical Relevance
K. pneumoniae is an encapsulated and non-flagellated bacterium frequently
encountered colonizing diverse animals and sites of the human body (intestinal and
respiratory tract, nasopharynx, oropharynx and skin), water, soil and plants (279,280).
Recently, K. pneumoniae sensu latu underwent an important taxonomic
restructuration. The populations previously assigned to phylogenetic groups KpI, KpII and
KpIII were recognized as belonging to three distinct species, namely K. pneumoniae, K.
quasipneumoniae and K. variicola, respectively. In turn, K. pneumoniae comprises three
subspecies: K. pneumoniae subsp. pneumoniae (K. pneumoniae sensu stricto), K.
pneumoniae subsp. ozaenae and K. pneumoniae subsp. rhinoscleromatis (Figure 17).
Whereas the latter are rarer and associated with specific diseases (rhinoscleroma and
ozena, respectively), K. pneumoniae subsp. pneumoniae is by far the subspecies with the
highest clinical relevance, being responsible for a wide range of infections worldwide and
will be the focus of this subsection (281–283).
FIGURE 17. Taxonomic restructuration of K. pneumoniae.
In the last years, K. pneumoniae gained notoriety due to the alarming rates of
isolates involved in hospital- (mainly pneumonia, UTIs, intra-abdominal and wound
infections or bacteraemia) and community-acquired (pyogenic liver abscess, meningitis,
pneumonia and UTIs) infections, increasingly associated with multidrug resistance
phenotypes (see sections 1.1.1 and 1.1.2) (2,280). K. pneumoniae population is linked to
different clinical syndromes and is asymmetrically distributed in human populations. While
MDR strains are most frequently linked to hospital and community-acquired infections
such as UTIs, pneumonia and bacteraemia and are worldwide distributed, the hypervirulent
Klebsiella pneumoniae sensu lato
KpI
Klebsiella pneumoniae (chromosomal blaSHV)
K. pneumoniae subsp. pneumoniae
(Klebsiella pneumoniae sensu stricto)
K. pneumoniae subsp.
rhinoscleromatisK. pneumoniae subsp. ozaenae
KpII
Klebsiella quasipneumoniae (chromosomal blaOKP)
K. quasipneumoniae
subsp. similipneumoniae
K. quasipneumoniae
subsp. quasipneumoniae
KpIII
Klebsiella variicola (chromosomal blaLEN)
Chapter 1 - Introduction
39
strains are associated with community-acquired invasive infections such as pyogenic liver
abscess and are more prevalent in Asian countries and involving mainly young and healthy
individuals) causing diseases (280,284,285).
K. pneumoniae is the second or third (depending on the country) most frequent
agent of UTI, accounting for 2-7% of nosocomial and community-acquired UTIs. A large
proportion of these infections is caused by MDR strains, and often involve clinical
complications, such as bacteraemia, due to therapeutic failures (286). K. pneumoniae
strains (and particularly MDR) are also frequent agents of hospital-acquired pneumonia
(HAP, 10-12%) (287,288). Community-acquired pneumonia (CAP) is infrequently
associated with K. pneumoniae strains at least in North American and European countries
(approximately 3-5%), whereas in the Asia-Pacific and African countries the rates are
higher (around 15%) mainly due to a higher prevalence of hypervirulent strains in these
regions (289,290). It is of interest to highlight the description of a few hypervirulent strains
harbouring blaCTX-M and other genes conferring resistance to aminoglycosides and
fluoroquinolones, glimpsing a darker scenario with the emergence of strains combining
virulence and multidrug resistance features (284,291).
Virulence factors among K. pneumoniae strains
In comparison to ExPEC strains, a fewer number of virulence factors are recognized
in K. pneumoniae strains and a significant part of them are associated with the
hypervirulent population (Figure 18). K. pneumoniae presents a variety of virulence factors
associated with the ability to colonize the human body and to evade from host immune
system during infection, namely capsule polysaccharide, LPS, adhesins (type 1 and 3
fimbriae), iron acquisition structures (siderophores and iron uptake systems) and nitrogen
source utilization.
FIGURE 18. Well-characterized virulence factors among K. pneumoniae strains and differences among MDR and hypervirulent strains [adapted from (286)].
MDR K. pneumoniae
Hypervirulent K. pneumoniae
Chapter 1 - Introduction
40
The capsule is an extracellular acidic polysaccharide matrix that envelops the
bacteria and has been recognized as a major virulence factor, with 77 capsular types
phenotypically recognized until date (279). Capsule protects bacteria from phagocytosis and
opsonophagocytosis by immune cells, confers resistance to the bactericidal action of
antimicrobial peptides (e.g. human defensins 1 to 3 and lactoferrin), blocks the action of the
complement and leads to the suppression of early inflammatory responses (286,292,293).
Serotyping was crucial to allow the identification of specific capsular types associated with
hypervirulent K. pneumoniae strains (mainly K1 and K2, and to a lesser extent K5, K20,
K54). These capsular types are linked to the expression of two plasmid-born transcriptional
regulators - rmpA and rmpA2 (regulator of mucoid phenotype) enhancing capsule
production, which seem to play a major role in the ability of hypervirulent K. pneumoniae
to cause invasive infections (283–285,294). Regarding MDR K. pneumoniae isolates, the
recent availability of molecular tools for CPS characterization were crucial to unveil a
greater diversity of capsular types than that previously recognized (284,285).
The LPS is composed by three parts - the highly conserved and hydrophobic lipid A
attached to the outer membrane; the variable O-antigen (9 antigens recognized until date)
as the outermost component of LPS; and the core polysaccharide connecting lipid A and O-
antigen (286,295). LPS plays a double role in the K. pneumoniae infection, it protects
against humoral defenses and is a strong activator of the immune system (mainly lipid A).
To avoid the immune system activation, some strains express capsular types that mask their
own LPS, whereas others modify the LPS (mainly the lipid A structure) to a form that is no
longer recognized by the immune system receptors, increasing the virulence of K.
pneumoniae. Moreover, strains with full-length (“smooth LPS”) O-antigen are resistant to
complement-mediated killing, whereas strains presenting a truncated or absent O-antigen
(“rough LPS”) are more susceptible to the action of the complement (286,293).
Fimbriae are also well-recognized virulence factors among K. pneumoniae strains
due to its major role in K. pneumoniae adhesion. Type 1 and 3 fimbriae are the major
adhesive structures that have been characterized as pathogenicity factors in K. pneumoniae
strains. Type 1 fimbriae (fim cluster) projects beyond the capsule mediating adhesion to
mannose-containing structures on host cells or to abiotic surfaces (but not the attachment
to intestine or the lung) and are important in the adhesion to uroepithelial cells and initial
establishment of UTI (286,293). Type 3 fimbriae (mrk cluster) have the ability to link to the
extracellular matrix in tissues and indwelling devices and, as type 1 fimbriae, both promote
biofilm formation. Type 1 and 3 fimbriae are highly prevalent among MDR isolates, but not
in hypervirulent K. pneumoniae (296).
Iron is essential for bacterial growth, and different iron-uptake systems have been
described among K. pneumoniae strains. Siderophores (enterobactin, yersiniabactin,
Chapter 1 - Introduction
41
aerobactin and salmochelin) and ABC transporters (Kfu system) are the most commonly
implicated in K. pneumoniae virulence. The number of different siderophores produced
seems to be related with an increased ability of K. pneumoniae to colonize and spread to
different sites in the host, with niche specific roles for each siderophore (286,292,293). In
fact, there is a strong association between hypervirulent K. pneumoniae strains and the
expression of yersiniabactin and aerobactin (both expressed during lung infection),
salmochelin (enhances nasopharyngeal colonization) and Kfu system. However, some
studies have recently pointed out a high presence of yersiniabactin and Kfu among MDR K.
pneumoniae strains, which is worrisome, as mentioned above (283–285,294).
Other virulence factor mostly associated with hypervirulent K. pneumoniae K1
strains is the allantoinase cluster, which is involved in the ability to compete for allantoin as
a nitrogen and carbon source in mammalian hosts (286,292,293). Production of urease
(enzyme responsible for hydrolyzing urea to ammonia and carbamate) has been suggested
as a virulence factor. Urea hydrolysis leads to a localized increase in pH, resulting in the
precipitation of inorganic salts. This precipitation leads to encrustation, particularly on
indwelling urinary catheters, which may influence the development of infection. However
more studies are needed to clarify this aspect (292).
Population structure of MDR K. pneumoniae strains
Recent studies suggested an evolutionary radiation among K. pneumoniae and the
identification of distinct clonal groups (CGs; a clonal group includes one central genotype,
its single-locus variants (first circle SLVs) and the SLVs of the first-circle SLVs) among
hypervirulent and MDR K. pneumoniae strains [see Box 5 to review typing methods of K.
BOX 5. Methodologies applied in the typing and subtyping of K. pneumoniae
Genotyping methods most commonly used to define the population structure of K. pneumoniae are:
• PFGE [see Box 4 for details regarding the methodology].
• MLST [see Box 4 for details regarding the methodology] - only Pasteur scheme is available for K.
pneumoniae strains (http://bigsdb.pasteur.fr/klebsiella/klebsiella.html).
• WGS [see Box 4 for details regarding the methodology] - two core genome MLST schemes
(cgMLST) are available for K. pneumoniae isolates (284,297)
(http://bigsdb.pasteur.fr/perl/bigsdb/bigsdb.pl?db=pubmlst_klebsiella_seqdef_public&page=sequ
enceQuery), although phylogenetic analysis using SNPs have also been used (302,317).
• Molecular capsular typing - PCR and sequencing of wzi and wzc genes located in cps locus, or of
wzy for specific capsular types (298,299).
• Molecular determination of LPS O-antigen - PCR-based method covering the different O-types recognized (295).
Chapter 1 - Introduction
42
pneumoniae strains] (284). Similarity to what happened in E. coli, the increase on MDR K.
pneumoniae strains occurred at the expense of the expansion of strains belonging to a
reduced number of high-risk CGs, such as CG14, CG15, CG17, CG101, CG147 and CG258.
They are reported worldwide and linked to the spread of ESBL and carbapenemases, with
specific associations being reported (e.g. CG15 and CTX-M-15; CG258 and KPC; CG101 and
OXA-48) (284,300–302).
K. pneumoniae CG258 is one of the most well-studied CGs among this species. This
CG includes different STs, being ST258, ST11, ST340 and ST512 the more frequent ones
(284). ST258 has been the main responsible for the worldwide expansion of KPC enzymes,
being endemic in different world regions (USA, Israel, Italy, Greece, Poland, Colombia,
Argentina and Brazil) (128). Characterization of large collections of CG258 isolates (due to
the problematic of KPC production) by WGS studies allowed insights into the evolution and
intraclonal diversity of this CG. These studies suggest that ST258 is a hybrid strain that
results from a first large recombination event between ST11 and ST442, with acquisition of
the cps locus of ST442 giving rise to ST258-clade II (wzi154), and a second event involving
the horizontal transfer of the cps locus from ST42 to ST258 resulting in ST259-clade I
(wzi29/K41). These two well-defined ST258 clades have been associated with different KPC
variants, clade I to KPC-2 and clade II to KPC-3 (301,303). Though pioneers in the
delineation of particular MDR K. pneumoniae lineages within certain groups defined
previously by MLST, available studies are biased towards CG258 and other relevant CGs
have been underexplored (301,304). Other STs from CG258 have also spread worldwide
linked to the production of different β-lactamases. ST11 has been associated with different
carbapenemases (KPC, NDM, OXA-48-like, VIM, IMP), ESBLs (mainly CTX-M-15 and
CTX-M-3) and plasmid-acquired AmpCs (mainly DHA-1) (77,128,211,305–310) (Ribeiro T
et al., unpublished results). The other members of CG258 (ST512, ST340) have mainly been
associated with KPC production in different countries (128), although some reports of
NDM- and VIM-producing K. pneumoniae ST340 have also been described (305,306).
K. pneumoniae CG14 and CG15 (central genotype ST14 and ST15, respectively) have
been described worldwide as involved in nosocomial and community-acquired infections
and multiple outbreaks. K. pneumoniae CG14 has been linked mainly to the expansion of
different carbapenemases (NDM-1, KPC, OXA-48-like), sometimes concomitantly with
CTX-M-15 production (162,311–313), or only with ESBL (310,314). On the other hand, K.
pneumoniae CG15 has been associated mostly with the worldwide expansion of CTX-M-15
(77,315–318), but also with different carbapenemases (NDM, VIM, OXA-48-like, KPC) with
or without production of CTX-M-15 or SHV-ESBLs (162,210,306,319,320).
K. pneumoniae CG147 isolates (central genotype ST147) have been linked to the
expansion of different carbapenemases (VIM, KPC, NDM, OXA-48-like) mainly in
Chapter 1 - Introduction
43
European countries, most of the times simultaneously with different ESBLs, and less
frequently only with ESBL production (64,213,311,315,321). Regarding K. pneumoniae
CG101 (central genotype ST1o1), multiple outbreaks mainly linked to the production of
CTX-M-15, OXA-48-like plus CTX-M-15 and KPC have been reported (162,322–325). K.
pneumoniae CG20 (central genotype is ST20, includes three STs widely spread - ST16, ST17
and ST20) have been involved in the expansion of CTX-M-15, NDM, OXA-48-like and
DHA-1 (326–329).
The faecal carriage of carbapenemase-producing K. pneumoniae among hospitalized
or LTCFs patients by some of these CGs (CG15, CG20, CG147 CG258) is worrisome, due to
the risk of further development of an infection (330,331). Moreover, the recent
demonstration that K. pneumoniae strains causing hospital infections often corresponds to
the patient own colonizing isolates stresses the need to survey MDR bacteria in different
clinical settings, such as hospitals and LTCFs, mainly in endemic areas. This surveillance is
important to avoid the evolution for infection and also to adopt effective control measures
to prevent the spread of these high-risk clones (332).
Chapter 1 - Introduction
44
1.1.4. Mobile genetic elements involved in the spread of bla genes among Escherichia coli and Klebsiella pneumoniae
In this section, an overview of main plasmid families and other MGE [transposons,
insertion sequences (IS)] [see Box 6 for fundamental concepts regarding mobile and
mobilizable genetic elements] linked to carriage of bla genes and multidrug resistance
phenotypes in E. coli and K. pneumoniae (Table 7), and plasmid classification methods will
be presented.
MGE are fundamental in the adaptation of bacterial cells to environmental
conditions, but they are also crucial in the dissemination and persistence of ABR genes
among bacterial populations (333,334). MGE can be generally divided in two types. The
first type includes elements that can move from one genetic location to another in the same
cell (e.g. from the chromosome to a plasmid or between plasmids), such as transposons and
IS. The second type comprise elements such as plasmids and transposons with ability to
transfer from one bacteria to another via conjugation (transfers of genetic material from
donor to recipients cells through bacterial pilus), transformation (uptake of free DNA) or
transduction (via bacteriophages) (Figure 19) (334).
FIGURE 19. The modular and hierarchical composition of different mobile and mobilizable genetic elements [reprinted with permission from (335)].
Level 1
Level 2
Level 3
Level 4
genecassette
integron
transposon
conjugativeplasmid
insertionsequence
Chapter 1 - Introduction
45
BOX 6. Concepts and definitions related to mobile and mobilizable genetic elements
Gene cassettes - small mobilizable elements comprising one gene (frequently encoding ABR) and a
recombination site (attC) (336).
Integrons - are site-specific recombination systems able to capture and express gene cassettes. Several gene
cassettes can be integrated originating multiple gene cassette arrays. Integrons comprise three key elements:
a gene encoding an integrase (intI), a primary recombination site (attI) and a promoter (Pc) that directs the
transcription of the captured genes. According to the integrase sequence (int) they can be classified into five
different classes (336,337). Class 1 integrons (the most widespread in Enterobacteriaceae) are defective for self-transposition and their dissemination occurs through association with transposons (mostly Tn3/Tn21
family) and/or plasmids (336).
Transposable elements - comprise insertion sequences (IS) and transposons.
Insertion sequences (IS) - correspond to the simplest transposable element, consisting on a gene
codifying for a transposase, usually flanked by inverted repeats (IR) sequences (single stranded sequence of
nucleotides followed downstream by its reverse complement). IS are able to move from one location to
another in the genome, and they can exist as autonomous or as part of class I transposons (338,339).
Transposons - according with the mechanism of transposition, transposons in Enterobacteriaceae can be
assigned to four different classes, being class I (composite transposons), II and conjugative transposons the most frequently found.
• Class I or composite transposons comprise two copies of the same IS (or two closely related ISs)
flanking a variable number of genes (generally ABR genes) (334).
• Class II transposons include genes coding for a transposase (tnpA, enzyme involved in excision and integration) and resolvase (tnpR, a site-specific recombinase for co-integrate resolution within the
res site), and one variable DNA fragment flanked by two IR sequences. According with the
orientation of tnpA and tnpR, two subtypes can be defined: Tn21 (tnpA and tnpR are transcribed in
opposite directions) and Tn3 subfamily (tnpA and tnpR are transcribed in same direction). The transposition mechanism is replicative (after transposition both donor and recipient have a copy of
the genetic unit) (333).
• Tn5053/Tn402 family includes a transposition module formed by four different genes - transposase genes [tniA, tniB and tniQ (or tniD)] separated from a resolvase gene [tniR (or tniC)] by a res site.
The mechanism of transposition is replicative and it’s a two-step process (cointegration formation
and resolution in res site) (338).
• Conjugative transposons (CTns) are very heterogeneous self-transmissible elements, also know as CONSTIN (conjugative, self-transmissible, integrating element) or ICEs (integrative and
conjugative elements), that move from the chromosome of a donor bacteria to the chromosome (or
less frequently to plasmids) of a recipient bacteria (340).
Genomic islands (GIs) - are large chromosomal regions that can be mobilized by plasmids, CTns or
phages. GIs are flanked by direct perfect repeats and usually carry mobility genes coding for integrases or
transposases that are needed for chromosomal integration and excision, and also other additional genes
codifying for adaptive features. GIs may derive from ICEs that for different causes are defective of self-transfer (341).
Chapter 1 - Introduction
46
BOX 6 (cont.). Concepts and definitions related to mobile and mobilizable genetic elements
Plasmids - are extra chromosomal genetic units able to replicate autonomously in a given host bacterial cell,
and which can be transmitted to other cells by conjugation, transformation or transduction. Plasmids
comprise genes coding for essential (replication, maintenance and transfer) and adaptive (e.g. ABR genes,
metal tolerance, virulence) functions (335). They can be classified according to the number of copies, host range, replication (incompatibility group) and mobility. According to the mobility, plasmids can be classified
as conjugative or mobilizable. The mobility machinery includes a set of plasmid mobility (MOB) genes [oriT,
relaxase and type IV coupling proteins (T4CP)] necessary for the conjugative process, and a mating pair
formation (MPF) complex which is a type 4 secretion system (T4SS) (Figure 20) (342). Conjugative plasmids (e.g. IncF, IncN, IncA/C) encode the functions needed for their own transfer (MOB and MPF),
replication and stability, and are generally large (>30 kb) and in low copy numbers. They can be classified
according to the plasmid incompatibility group (Inc) [PCR-based replicon typing (PBRT)] and also according
to their relaxases (Degenerate Primer MOB Typing) (342–344). By definition two plasmids that belong to the
same Inc group cannot stably coexist in the same cell. Mobilizable plasmids (e.g. ColE1; IncQ) use the T4SS
of another genetic element present in the cell to be transferred, are usually smaller and present in high copy
numbers (Figure 20) (342).
Transfer
Conjugative Plasmid
Mobilizable Plasmid
FIGURE 20. Genetic organization of a conjugative and a mobilizable plasmid [adapted from (342)].
Chapter 1 - Introduction
47
TAB
LE 7
. M
GE
asso
ciat
ed w
ith t
he m
ost
wid
espr
ead
bla
gene
s co
nfer
ring
res
ista
nce
to e
xten
ded-
spec
trum
β-la
ctam
s am
ong
E. c
oli
and
K.
pneu
mon
iae
from
hum
an so
urce
s.
NR
, not
repo
rted
; Tn,
tran
spos
on. P
aren
thes
is in
dica
ted
vari
able
pre
senc
e or
abs
ence
of I
ncFI
A an
d In
cFIB
repl
icon
s. T
he p
lasm
id in
bol
d re
pres
ent t
he m
ost w
ides
prea
d on
es.
a Tn4
401
is a
cla
ss I
I Tn
fro
m T
n3 s
ubfa
mily
, with
the
fol
low
ing
stru
ctur
e: t
npR
-tnp
A-IS
Kpn
7-bl
a KPC
-ISK
pn6.
Tn4
401
has
five
isof
orm
s w
hich
diff
er b
y de
letio
ns (
68–2
55 b
p) b
etw
een
ISK
pn7
and
the
bla K
PC g
ene
[(a)
del
etio
n of
99
bp; (
b) n
o de
letio
n; (c
) del
etio
n of
215
bp;
(d) d
elet
ion
of 6
8 bp
; (e)
del
etio
n of
255
bp)
]. N
TEK
PC-I
a re
fers
to n
on-T
n440
1 m
obile
ele
men
ts;
b Tn1
999
is a
cla
ss I
Tn
with
the
follo
win
g st
ruct
ure:
IS1
999-
bla O
XA
-48-
lysR
-IS1
999.
One
var
iant
of T
n199
9 is
als
o re
port
ed (T
n199
9.1)
diff
erin
g by
the
inse
rtio
n of
ISR
1 up
stre
am b
laO
XA
-48;
c T
n201
3 is
a c
lass
I Tn
with
the
follo
win
g st
ruct
ure:
ISEc
p1-b
laO
XA
-181
-Δly
sR- Δ
ere-
IRR
2 (r
ecog
nize
d by
ISEc
p1),
in b
laO
XA
-232
ISEc
p1 is
trun
cate
d; d Δ
Tn12
5 de
rive
d fr
om T
n125
, a c
lass
I Tn
from
A. b
aum
anni
i, w
hich
pre
sent
s the
follo
win
g st
ruct
ure
amon
g E.
col
i and
K. p
neum
onia
e is
olat
es: Δ
ISAb
a25-
bla N
DM
-ble
MBL
; em
ainl
y re
port
ed a
mon
g K
. pne
umon
iae
isol
ates
.
TABL
E 7.
MGE
asso
ciate
d wi
th th
e mos
t wid
espr
ead
bla
gene
s con
ferr
ing r
esist
ance
to ex
tend
ed-s
pect
rum
β-la
ctam
s am
ong E
. col
i and
K. p
neum
onia
e fro
m
hum
an so
urce
s.
bla
gene
IS
and
/or t
rans
poso
ns in
volv
ed
in th
e m
obili
zatio
n of
bla
Ep
idem
ic p
lasm
ids (
Inc
Gro
up)
Ref
eren
ces
E. c
oli
K. p
neum
onia
e
bla S
HV-
12
IS26
(com
posit
e Tn)
In
cI1,
IncX
3, In
cFII
-(Inc
FIA-
IncF
IB),
IncH
I2, I
ncN
, Inc
L/M
In
cX3,
IncN
, Inc
HI2
, Inc
FII K
, In
cI1,
IncL
/M, I
ncR
(67)
bla C
TX-M
-15
ISEc
p1, I
S26,
IS26
-ΔIS
Ecp1
, ΔIS
Ecp1
In
cFII
-(In
cFIA
-Inc
FIB)
, Inc
N,
IncI
1, In
cA/C
, Inc
L/M
In
cR, I
ncFI
I K, I
ncFI
I, In
cA/C
, In
cL/M
(5
1,73,
77,3
16,3
18,3
34)
bla C
TX-M
-14
ISEc
p1 o
r ISC
R1 cl
ass I
inte
gron
as
socia
ted
IncK
, Inc
FII-
(Inc
FIA-
IncF
IB),
IncI
1 In
cFII
K (5
1,90)
bla C
TX-M
-27
ISEc
p1, I
S26-ΔI
SEcp
1, ΔI
SEcp
1 In
cFII
-(In
cFIA
-Inc
FIB)
N
R (7
4,25
0)
bla K
PC-2
Tn44
01a
a Tn
4401
b Tn
4401
c N
TEKP
C-Ia
IncF
, Inc
FII K
2, In
cFII
K1
IncN
In
cN, I
ncH
I2
IncN
IncF
IIK
2, In
cFII
K1, C
olE1
, Inc
X3
IncN
In
cN
IncF
IIK2
-Inc
R
(129
,345
,346
)
bla K
PC-3
Tn
4401
a Tn
4401
b Tn
4401
d
IncF
IIK
2, In
cFII
In
cN
IncF
IA, I
ncFI
I
IncF
IIK
2
IncI
2, C
olE1
In
cFIA
, Inc
N
(254
,345
,346
)
bla O
XA-
48
Tn19
99 b
IncL
(1
29,3
05)
bla O
XA-
181
ISEc
p1/T
n201
3 c
ColE
-like
, Inc
L, In
cA/C
, Inc
FII K
, IncX
3 (1
29,2
05,3
47)
bla O
XA-
232
ΔISE
cp1/
Tn20
13 c
ColE
-like
(1
76,3
48)
bla N
DM
ΔT
n125
d In
cA/C
, Inc
X3,
IncH
I1, I
ncN
, Inc
L/M
, Inc
Re , In
cHIB
-Inc
FIB
e (1
29,2
15,3
05)
bla V
IM-1
-
like
class
I in
tegr
on
IncN
2, In
cHI2
, Inc
A/C,
IncI
1, In
cRe ,
IncF
IIK
e (2
13,3
49)
bla C
MY-
2 IS
Ecp1
In
cI1,
IncK
, Inc
A/C
(pre
dom
inan
tly E
. col
i) (3
49)
bla D
HA-
1 IS
26, I
SCR1
cIas
se I
inte
gron
as
socia
ted
IncL
/M, I
ncH
I2, I
ncR
, Inc
FIA
(pre
dom
inan
tly K
. pne
umon
iae)
(3
49) (
Ribe
iro T
et a
l.,
unpu
blish
ed re
sults
)
Chapter 1 - Introduction
48
Table 7 summarizes the principal MGE involved in the dissemination of main
extended-spectrum acquired β-lactamases identified among E. coli and K. pneumoniae,
with the plasmids associated and evolution of its characterization being detailed below. The
development of a PCR-based replicon typing (PBRT) scheme in 2005 boosted plasmid
typing studies among Enterobacteriaceae populations, including ABR plasmids (343). This
scheme is based on the determination of eighteen Inc groups (IncFIA, IncFIB, IncFIC,
IncHI1, IncHI2, IncI1, IncL/M, IncN, IncP, IncW, IncT, IncA/C, IncK, IncB/O, IncX, IncY,
IncFrepB, and IncFIIS) (343). The wide application of this scheme to large populations of
different Enterobacteriaceae species unveiled a high heterogeneity among certain plasmid
groups (e.g. IncF plasmids), variants within certain plasmid families (e.g. IncI1 or IncHI2)
or the need for revising plasmid classifications. For these reasons, improvements on PBRT
targets and resolution were proposed: i) discrimination of IncF plasmids from E. coli
(IncFII, IncFIC), K. pneumoniae (IncFIIK), Salmonella spp. (IncFIIS) and Yersinia spp.
(IncFIIY) (350); ii) increased resolution of plasmid variants from certain plasmid families
with the design of pMLST (plasmid MLST) schemes for IncI1, IncA/C, IncHI2, IncN and
IncF (https://pubmlst.org/plasmid/primers/); iii) revision of classification of IncL/M and
IncX plasmids (351,352); iv) enlargement of plasmid types coverage with description of
primers for IncR (353). In fact, IncFIIK plasmids from K. pneumoniae were previously not
detected or were wrongly classified as IncFIIs (Salmonella spp. plasmids) by the first PBRT
scheme published, and for this reason their precise definition and contribution to ABR in
this species have been poorly addressed.
The main ABR plasmids circulating in E. coli and K. pneumoniae can be generally
divided in two main groups – IncF and IncR plasmid families, which are narrow-host range
plasmids; and IncA/C, IncL, IncM and IncN plasmids, that are broad-host range, with
ability to transfer among different species (305,349) (Table 7). These plasmid families are
those frequently carrying clinically relevant bla genes, but also other ABR genes as
aminoglycosides, trimethoprim, sulphonamides and/or genes conferring tolerance to
metals such as copper, silver, arsenic, mercury and tellurium (349,354,355). ABR plasmids
belonging to the heterogeneous IncF family are particularly abundant among E. coli and K.
pneumoniae and a portion of them (particular IncFII or IncFIIk) are particularly amplified
in certain clones/lineages within these species carrying specific genetic determinants of
resistance. The revised scheme for IncF plasmids typing (350) and sequencing of FII or FIIK
replicons allowed increased resolution of plasmid variants that were unnoticed till then
(350). IncFII plasmids [with variable presence of FIA and/or FIB replicons; mainly F2:A-
:B- (pEK516, GenBank accession number EU935738) and F2:A1:B- (pEK499, GenBank
accession number EU935739)] have been strongly linked to the worldwide dissemination of
CTX-M-15, especially among B2-ST131 H30-Rx lineage (249,350,356,357). On the other
Chapter 1 - Introduction
49
hand, CTX-M-15 pandemic in K. pneumoniae is mostly associated with IncFIIK5/K7 and IncR
plasmids, showing the implication of different plasmid families well adapted to each of
these species in the dissemination of blaCTX-M-15. IncFIIK2/K1 plasmids (with variable presence
of FIB replicon) have also been associated mainly with the dissemination of KPC-2/-3
among K. pneumoniae ST258 clades (249,301,303,350). IncR plasmids have also been
linked to the expansion of DHA-1 and different carbapenemases (VIM, NDM) (Table 7). In
fact, these IncR plasmids seem to be well adapted to K. pneumoniae populations (although
they have also been sporadically described in E. coli and Salmonella spp.). Regarding KPC
producers, besides IncFIIK plasmids, other important plasmids, such as IncN, IncFIA and
IncI2 have also been reported, including among E. coli isolates (345). Concerning other
carbapenemases and plasmid-acquired AmpCs, plasmids identified are mainly broad-host
range, circulating in both species (e.g. OXA-48 and IncL; NDM and IncA/C, IncX3, IncN;
VIM-1-like and IncN; CMY-2 and IncI1 or IncA/C, DHA-1 and the former IncL/M) (Table
7). IncI1, IncA/C and IncN plasmids are frequently linked to the dissemination of ESBL and
plasmid-acquired AmpCs, and less frequently to carbapenemases, mainly among E. coli
isolates in non-human sources (food-production animals and the environment), suggesting
the role of non-human hosts as reservoirs of ABR (72,349,358). Mobilizable plasmids, such
as ColE-like, have been linked to the recent emergence of OXA-181 and OXA-232 enzymes
(347,348).
Along with the increasing use of WGS in ABR populations, the number of plasmid
sequences, and particularly those involved in ABR, greatly increased in public databases.
The plasmidome linked to main high-risk ABR clones has been explored mainly for E. coli
ST131 and K. pneumoniae CG258 (345,356,357), being needed a deeper knowledge of the
circulating plasmids in other high-risk clones. However, the plasmidome study is limited
mainly due to the scarcity of bioinformatics tools available for plasmid extraction from
WGS data [PLAsmid Constellation NETwork (PLACNET), plasmidSPAdes] and the level of
required expertise required for their application, which is particularly difficult in large
collections of isolates (357,359). Thereat, most of the studies using WGS characterize only
the replicon content of the bacterial strains using databases as PlasmidFinder
(https://cge.cbs.dtu.dk/services/PlasmidFinder/), which is insufficient nowadays to fully
understand the role of plasmids in the adaptation, evolution and maintenance of MDR
lineages in different populations of species, clones and subclones.
Chapter 1 - Introduction
50
1.2. Overview of typing methods for Escherichia coli and Klebsiella pneumoniae: exploring the potential of omics approaches
As previously discussed in the subsections 1.1.3.1 and 1.1.3.2, MDR E. coli and K.
pneumoniae clones/lineages correspond to a small proportion of all population of these
species, which have been identified by different typing methods that have evolved over the
years towards higher resolution levels. Bacterial typing, or the analysis at infraspecies level
[see Box 7 to review concepts associated with bacterial typing], can be used to generate
discriminatory strain-specific fingerprintings or datasets, which can be applied to a wide
variety of contexts. These contexts include the assessment of epidemiological relatedness
and identification of emerging pathogenic strains or clones within a species, study of the
population structure and phylogeny of a given species, clarification of bacterial
transmission patterns, detection of outbreaks and of reservoirs or sources of human
pathogens (Figure 21) (229,360). Accurate, rapid, low-cost, reproducible and user-friendly
typing methods are crucial nowadays, mainly in the prompt detection of outbreaks, to
improve the definition of index cases and to notify infection control commissions and public
health services, in order to improve guidelines and strategies for the prevention and control
of future outbreaks (223,229).
FIGURE 21. Applications of bacterial typing.
Population structure,
dynamics and phylogeny
Outbreak investigation and
control
Infectious disease ecology and
pathogenicity
Surveillance of infectious diseases
Chapter 1 - Introduction
51
BOX 7. Glossary of concepts commonly used in bacterial typing.
Isolate: a population of bacterial cells in pure culture derived from a single colony. In terms of clinical
microbiology, isolates are usually derived from the primary culture of a clinical specimen obtained from a
single patient (233,361). Strain: the descendants of single isolation in pure culture (usually resulting from a succession of cultures
originated from the single initial colony). A strain might be considered an isolate or group of isolates
exhibiting common phenotypic and/or genotypic characteristics that differ from other isolates from the same
genus or species (233,361).
Clone: an isolate or a group of isolates descending from a common ancestor and exhibiting identical or
closely similar phenotypic or genotypic traits, which are characterized by strain-typing methods and as
belonging to the same group (229).
Type: a given bacterial isolate or group of bacterial isolates might be allocated to a type according to an
existing typing scheme (e.g. isolate X belongs to capsular type 2 according to the scheme used to define the
capsular types) (229).
Phylogeny: study of the evolutionary relationships among members of the same taxon (e.g. species, strains,
clones) (229). Phylogenetic tree: a diagram that depicts the hypothetical evolutionary history of the taxa under study.
The points at which lineages split represent ancestor taxa to the descendant taxa appearing at the terminal
points of the tree (229).
Lineage: group of isolates sharing essential characteristics due to a common ancestor. Lineages are
generally inferred from a phylogenetic tree (229).
Clade: a monophyletic taxon; a group of organisms which includes the most recent common ancestor of all
of its members and all of the descendants of that most recent common ancestor. Clades are depicted by
evolutionary trees (http://www.ucmp.berkeley.edu/glossary/glossary.html).
Population dynamics: the study of factors that interfere with the variability of bacterial populations over
time and space, including the interactions of these two factors (229).
Population genetics: the study of natural bacterial genetic diversity (variation in genes) arising from evolutionary processes among a group of particular bacterial strains (229).
Endemic clones: refers to the constant presence and/or usual prevalence of a particular clone in a
population within a giving setting (229,233).
Epidemic clones: refers to an increase, often sudden, in the number of cases involving a particular clone
above what is normally expected in that population in that area (229,233). Clonal outbreak: carries the same definition of epidemic, but is often used for a more limited geographic
area (229,233).
Pandemic clone: refers to an epidemic clone that has spread over several countries or continents, usually
affecting a large number of people (e.g. ST131 E. coli) (229,233).
Fingerprint: a particular pattern (e.g. DNA banding pattern; peak patterns) or a set of markers scores (e.g.
absorbance values) exhibited by an isolate on application of one or more typing methods, which can be used
to asses epidemiological relatedness among bacterial isolates. Phenotyping: refers to the discrimination of bacterial strains based on the observable characteristics (e.g.
morphology of colonies on various culture media, biochemical tests, serology, killer toxin susceptibility,
pathogenicity, and antibiotic susceptibility) (362).
Genotyping: refers to the discrimination of bacterial strains based on their genetic content (362). Omic technologies: technologies that measure some characteristic of a large family of cellular molecules,
Chapter 1 - Introduction
52
such as genes, proteins, or small metabolites, have been named by appending the suffix “-omics,” (e.g.
genomics). The term “omics” refers to the collective technologies used to characterize and quantify the pools
of biological molecules that underpin the structure, function and dynamics of a microorganism or
microorganisms (363).
Genomics: refers to the study of the full genetic complement of an organism (the genome)
(http://www.nature.com/subjects/genomics). Core genome: set of genes shared by all of the genomes studied (e.g. genomes belonging to the same clone,
bacterial species, etc.). These genes are generally related with housekeeping and regulatory functions
(364,365). Accessory genome: set of genes shared by some organisms which are not present in all of the studied
organisms (these elements are generally associated with MGE) (364,365).
Pan-genome: refers to the total number of non-redundant genes that are present in a given dataset. It comprises three parts: i) core genome, ii) accessory genome and iii) species-specific or strain-specific genes,
which are those genes that are present in a single genome (Figure 22) (365).
FIGURE 22. Pan-genome schematic representation. Circles represent the genomes of three different strains.
Phylogenomics: is the result of the intersections of the fields of evolution and genomics. In fact,
phylogenomics use genomic data to infer phylogenetic relationships and gain insights into evolution reconstructions (366).
Proteomics: large-scale study of proteomes (set of proteins produced in an organism, system, or biological
context). Metabolomics: refers to the identification and quantification of the small molecule metabolic products
(metabolome) of a biological system (cell, tissue, organ, biological fluid, or organism) at a specific point in
time (http://www.nature.com/subjects/metabolomics).
Reproducibility: ability of a typing method to generate the same results upon repeating testing.
Discriminatory power: ability of a typing method to distinguish between epidemiologically unrelated
strains (229).
Typeability: The proportion of strains for which a type can be generated by a giving typing method (223).
Notwithstanding, the selection of an appropriate typing method relies on the
problem to be solved, the epidemiological, temporal and geographic contexts, as well as the
availability of technical and financial resources and experienced personnel. An overview of
Core Genes
Accessory Genes
Strain-specific genes
Chapter 1 - Introduction
53
the evolution and applications of the typing methods used for E. coli and K. pneumoniae
populations and their advantages and disadvantages is presented in the following sections.
1.2.1. Phenotyping methods
Phenotyping methods group organisms according to their similarity in characters
that result from the expression of a genotype. They may comprise tests easy to perform,
such as analysis of colony morphology (e.g. the string test used for identification of
hypervirulent K. pneumoniae strains), odour, colour or other macroscopic features. On the
other hand, they might rely on traits that need specialized technology in order to be
documented (e.g. ability of isolates to grow on the presence of specific substances;
expression of specific molecules as surface antigens) and require strict standardization of
experimental conditions. In E. coli and K. pneumoniae the most common phenotyping
methods used were: serotyping, biotyping, phage and bacteriocin typing, and multilocus
enzyme electrophoresis (MLEE), the latter particularly relevant in E. coli.
Serotyping
Traditionally, serotyping methods adopted for E. coli and K. pneumoniae strains are
among the most important phenotypic methods developed from the early days of
microbiology.
Differentiation of E. coli isolates by traditional serotyping has been performed using
antisera against the highly polymorphic somatic (O), flagellar (H) and capsular (K) antigens
(367,368). Currently, 182 O-groups, 53 H-types and more than 80 K-types have been
recognized by traditional serotyping (369–371). However, due to the technical complexity of
capsular typing, serotyping based only in O- and H- antigens (antigenic formulae written as
O:H) became the gold standard technique for E. coli serotyping, with some specific
serotypes being recognized in pathogenic E. coli strains (e.g. ExPEC O25b:H4 ST131 clone
and EHEC O157:H7). The O-specific polysaccharide chain, also known as O-antigen, is part
of the tripartite structure of the LPS (which also includes the lipid A and the core
polysaccharide) (see subsection 1.1.3.2 for details) and is translocated across the outer-
membrane to the cell surface. The H-antigen, is a homopolymer filament composed by
repeated molecules of the protein flagellin that projects outside the cell wall, providing cell
motility, whereas K-antigen is constituted by surface polysaccharides external to the cell
wall (369). Capsular typing (K-typing) has been performed mainly in ExPEC strains, where
certain K-types have been associated with particular infections, such as K1 commonly found
Chapter 1 - Introduction
54
in E. coli strains causing neonatal meningitis or K5 strongly associated with UTIs and
bacteraemia (371).
In K. pneumoniae, serotyping is based on the characterization of K- and O-antigens
(this species is non- flagellated being H-antigen is absent). Currently, 77 K-types and 9 O-
types have been recognized (279). The presence of heat-stable capsules difficults
identification of O-types, being necessary to generate non-capsulated strains for its correct
identification (372). As only 9 O-types have been described for K. pneumoniae, with O1, O2
and O3 being the most prevalent, the discriminatory power was considered less useful than
K-types in terms of epidemiological surveillance. However, with the increasing levels of
MDR strains, the interest in O-types as potential vaccine targets was renewed due to the low
level of diversification in these strains (mainly O1 and O2) (279,295). K-typing by serology
was established in 1926 and was further developed until the 1970s due to its high
discriminatory power, being still the reference method for serotyping (372,373). In fact, the
use of serology for K-typing was the first method allowing a discrimination between
hypervirulent and MDR K. pneumoniae strains, showing that K1 and K2 were frequently
linked to the hypervirulent strains (294).
Despite the high discriminatory potential in both species, serotyping is labour
intensive, time-consuming, subject to variations in interpretation (due to autoagglutination
and cross-reactions), and associated with a high cost of the reagents. For these reasons, its
application is restricted to reference centers, in the case of K. pneumoniae, limiting its
usefulness in terms of epidemiology and surveillance. These limitations led to an effort to
replace serological phenotyping by molecular serotyping, and more recently, in silico
serotyping based on WGS data. Different techniques were proposed for both species, which
will be addressed in the next sections (296,299,304,369,370,374,375).
Biotyping
Biotyping is a method of typing based on biochemical profiles that are known to vary
within a given species, and can be very useful in small laboratories where modern and more
accurate technology for epidemiological studies is not available (229,279,376). Typeability
in biotyping is usually excellent and it’s a method technically easy and with low-costs, with
data generated being typically simple to score and interpret (229,279). Biotyping was widely
used among E. coli strains as early as 1975 (377–380), subtypes being determined mainly
based on carbohydrate fermentation patterns tested on acid-base indicators (main
carbohydrates are adonitol, L-arabinose, D-cellobiose, dulcitol, n-inositol, lactose, maltose,
D-rafinose, L-rhamnose, salicin, D-sorbitol, L-sorbose, sucrose, D-trehalose, and D-xylose),
enzyme profiles (β-galactosidase, ornithine and lysine descarboxilase, arginine dehydrolase,
Chapter 1 - Introduction
55
and tryptophanase) and the particularities of growth on specific agar mediums
(MacConkey, citrate and nutrient agar) (376–380). Among K. pneumoniae strains,
biotyping was mainly used to distinguish K. pneumoniae from other Klebsiella species,
being limited and based on probes for adonitol, citrate, dulcitol, mucate, malonate, L-
sorbose and D-tartrate, urease and lysine decarboxylase production, and Voges–Proskauer
test (279,280).
Biotyping can be performed using macrotube tests alone and/or by combining a
commercially available miniaturized system (e.g. API 20E system) (229,279). Nevertheless,
it is laborious and time-consuming when applied to multiple strains (376). Studies
comparing biotyping and serotyping among E. coli and K. pneumoniae strains showed that
while serotyping is more discriminatory, biotyping typeability is higher and associated with
easier interpretation of results (377). It has advantages considering that it covers
phenotypic features of the bacteria but, as for other phenotypic methods, it has been
replaced by genotyping methodologies.
Phage typing
Bacteriophages are viruses with capacity to invade and lyse specific bacterial cells.
The specificity of the phage is mediated by the proteins associated with the tails that attach
to target molecules in the bacterial cell surface. The variability in susceptibility of different
bacterial strains to different phages determines their phage type, which has been used as a
typing tool in outbreaks and epidemiological studies in different species, including E. coli
and less extensively in K. pneumoniae (279,376,381). The method is based in the spread of
the bacterial strain to be tested in the plate, which is then inoculated with different phages,
and after incubation (at a standardized temperature and period) the visualization of plaques
(clear zones) indicates lytic phage activity, and indicates the correspondent phage type
(Figure 23).
FIGURE 23. Scheme of the methodology applied in phage typing [reprinted with permission from (381)].
Chapter 1 - Introduction
56
Regarding E. coli strains, phage typing was widely used since the 1960s, mainly
among diarrhoeagenic strains (including in the subtyping of EHEC O157:H7) (376,382–
384). Among K. pneumoniae strains, different phage typing systems have been proposed in
the 1970s with discrimination power similar to serotyping, however, with lower typeability
and reproducibility (279).
Nowadays, phage typing has a limited application as an epidemiological tool for
surveillance and characterization, mainly due to the high number of strains that are not
typeable (due to the lower sensitivity of phages or development of bacteriophage-insensitive
mutants). Besides, the difficulty to produce and maintain live cultures of phages under
laboratory conditions, the high costs associated and the expertise needed for interpretation
of results restricted its practice to a few reference laboratories (229,376).
Bacteriocin typing
Bacteriocins are a highly diverse and abundant toxins family produced by bacteria to
inhibit the growth of similar or closely related bacterial strains, which are usually named
according to the bacterial species of origin (e.g. colicins in E. coli, klebocins or klebecins in
Klebsiella spp.) (385). Two schemes have been used in bacteriocin typing; in the first
scheme, the bacteriocins produced by the test strains are detected by their activity (pattern
of growth inhibition) on a set of indicator strains (active test); in the second scheme, the
sensitivity to bacteriocins produced by a set of producer strains is evaluated in the test
strains (passive test) (279,385).
Bacteriocin typing in E. coli (mainly in uropathogenic strains) and K. pneumoniae
strains has been developed in the 1960s and has been used generally coupled with other
typing methods (386–389). The lack of typeability on many strains, poor reproducibility
and the fact of being available only at reference centres, has led to a practically disuse of it
as a typing tool (279).
Multilocus enzyme electrophoresis (MLEE)
MLEE consists in the study of polymorphic variants on a set of housekeeping
enzymes, encoded by different alleles of the same gene, using gel electrophoresis, thus
providing small but detectable variations in protein size and charge (390). MLEE was
widely used among E. coli strains between the 1980s and 1990s, and allowed discrimination
in different phylogenetic groups (A, B1, B2, D and E), which was extremely important in the
delineation of E. coli population structure (390–392). At that time, MLEE was also helpful
to establish relationships between phylogeny and pathogenicity (see subsection 1.1.3.1)
Chapter 1 - Introduction
57
(393). In contrast to E. coli, MLEE has rarely been used for typing of K. pneumoniae
strains, mainly due to genetic diversity and recombination observed among this species
(279). MLEE is not a rapid and hence widely applied typing method, but it was extremely
important for clarifying the population biology of E. coli, and to provide a strong theoretical
basis and experimental validation for the development of MLST (see below) (229).
1.2.2. Genotyping methods
The rapid advances in molecular biology tools during the 1970s changed the course
of bacterial strain typing (229,362,394). Genotyping methods are based on the bacterial
genetic content, and have progressively replaced the phenotyping methods in
microbiological laboratories, mainly due to its higher accuracy, but also for being generally
less laborious and time-consuming. A recent revolution in instrumentation for increased
throughput and bioinformatics tools for data interpretation boosted a number of novel
approaches for strain typing, including DNA-based typing methods. Genotyping methods
can be classified in two important categories: DNA banding pattern- and DNA sequencing-
based methods.
In DNA banding pattern-based genotyping methods, the strains are classified based
on differences in the size of the DNA fragments generated either by cleavage of genomic
DNA with restriction enzymes or by amplification of genomic DNA, or both (362,394). In
DNA sequencing-based methods, strain discrimination is based on the number and content
of polymorphisms detected in partial (particular gene biomarkers) or total (the whole
genome) nucleotide sequences. The main advantage of DNA sequencing-based genotyping
is the non-ambiguity, portability and reproducibility of DNA sequence data, which boosted
the use of this typing approach (394).
The applicability and main characteristics of common genotyping methods used in
E. coli and K. pneumoniae strains are summarized in Table 8. A detailed overview of the
gold-standard typing methods for these species (such as PFGE, MLST, molecular serotyping
and WGS) is provided in this section.
Chapter 1 - Introduction
58
TAB
LE 8
. Cha
ract
eris
tics a
nd a
pplic
atio
ns o
f the
mai
n ge
noty
ping
met
hods
use
d in
ana
lysi
s of E
. col
i and
K. p
neum
onia
e po
pula
tions
.
TABL
E 8.
Cha
ract
erist
ics an
d ap
plica
tions
of th
e mai
n ge
noty
ping
met
hods
use
d in
analy
sis of
E. c
oli a
nd K
. pne
umon
iae p
opul
atio
ns.
Geno
typi
ng m
etho
ds
Typi
ng m
echa
nism
ba
sis
Spec
ies
Dis
crim
inat
ion
leve
l D
iscr
imin
ator
y po
wer
a Ty
peab
ility
a Re
prod
ucib
ility
a Co
st
Ease
of u
se
Anal
ytic
al
com
plex
ity Re
fere
nce
Gene
-spe
cific
PCR
stx1,
stx2,
eaeA
, bf
pA, e
stA, e
ltB, a
stA, a
ggR,
pC
VD ia
l
PCR
Ec
pa
thot
ypes
(E
HEC
, EPE
C, E
TEC,
EA
EC, E
IEC)
++++
++
++
++++
lo
w sim
ple
easy
(3
95,3
96)
arpA
, chu
A, y
jaA,
Tsp
E4.C
2 PC
R
Ec
phylo
-typi
ng
++++
++
+ ++
++
low
simpl
e ea
sy
(232
)
ybbW
PC
R
Ec
subt
ypin
g of S
T131
(R
x clad
e)
++++
++
++
++++
lo
w sim
ple
easy
(2
37)
afa/
draB
C, ir
oN, s
at, i
beA,
pa
pGII,
cnf1,
hly
A, p
apGI
II,
cdtB
, neu
C-K1
PCR
Ec
su
btyp
ing o
f ST1
31
(viro
type
s)
++++
++
++
++++
lo
w sim
ple
easy
(2
39)
gyrA
/par
C S (P
CR +
sequ
encin
g)
Ec, K
p su
btyp
ing o
f ST1
31
phylo
-typi
ng of
Kp
com
plex
++++
++
++
++++
lo
w to
m
oder
ate
simpl
e ea
sy
(247
,397
)
CH ty
ping
S (P
CR +
sequ
encin
g)
Ec
subt
ypin
g of S
T131
(fu
mC/
fimH
allel
es)
++++
++
++
++++
lo
w to
m
oder
ate
simpl
e ea
sy
(236
)
Puls
ed-fi
eld
gel
elec
trop
hore
sis
(PFG
E)
P (DNA
restr
ictio
n +
electr
opho
resis
gel)
Ec, K
p Cl
ones
++++
++
++
++++
m
oder
ate
mod
erat
e,
labou
r int
ensiv
e co
mpl
ex
(233
,398
)
Ampl
ifica
tion
of fr
agm
ent
lengt
h po
lymor
phism
(AFL
P) P (D
NA re
strict
ion+
PCR
+
electr
opho
resis
gel)
Ec, K
p Ph
ylo-ty
ping
of K
p co
mpl
ex
Clon
es
+++
+++
+++
mod
erat
e m
oder
ate
ea
sy
(399
–402
)
Rand
om am
plifi
ed
polym
orph
ism D
NA (R
APD)
or
Arb
itrar
ily p
rimed
PCR
(A
P-PC
R)
P (PCR
+ el
ectro
phor
esis
gel)
Ec, K
p Ph
ylo-ty
ping
of K
p co
mpl
ex
Clon
es
++
+++
+ lo
w sim
ple
mod
erat
e (3
97,4
03,4
04)
Repe
titive
sequ
encin
g-ba
sed
PCR
(rep-
PCR)
P (P
CR +
elec
troph
ores
is ge
l)
Ec, K
p Cl
ones
++
++
+ ++
lo
w to
m
oder
ate
mod
erat
e Au
tom
ated
m
etho
d ea
sier
and
quick
ly -
Dive
rsiL
abb
simpl
e (4
00,4
05–
408)
Chapter 1 - Introduction
59
TAB
LE 8
. Cha
ract
eris
tics a
nd a
pplic
atio
ns o
f the
mai
n ge
noty
ping
met
hods
use
d in
ana
lysi
s of E
. col
i and
K. p
neum
onia
e po
pula
tions
(con
t.).
Gen
otyp
ing
met
hods
Ty
ping
mec
hani
sm
basi
s Sp
ecie
s D
iscr
imin
atio
n le
vel
Dis
crim
inat
ory
pow
era
Type
abili
tya
Rep
rodu
cibi
litya
Cost
Ea
se o
f use
A
naly
tica
l co
mpl
exit
y R
efer
ence
Ribo
typi
ng
S (DN
A re
stric
tion
+ el
ectr
opho
resis
gel
+
hybr
idiz
atio
n w
ith 16
S an
d 23
S rR
NA
prob
es)
Ec, K
p Ph
ylo-
typi
ng o
f Ec a
nd
Kp co
mpl
ex
Clon
es
++
++++
++
+ lo
w
(man
ual)
mod
erat
ed
(aut
omat
ic)
mod
erat
e Au
tom
ated
m
etho
d ea
sier
and
quic
kly -
Ri
boPr
inte
r® c
easy
(few
fr
agm
ents
ge
nera
ted)
(397
,409
–412
)
Mul
tiple
-locu
s var
iabl
e-nu
mbe
r tan
dem
repe
at
anal
ysis
(MLV
A)
S (PCR
+ se
quen
cing
) Ec
, Kp
Clon
es
++++
++
+ ++
+ m
oder
ate
simpl
e ea
sy
(413
–416
)
Mul
tilo
cus
sequ
ence
ty
ping
(MLS
T)
S (PCR
+ se
quen
cing
) Ec
, Kp
Clon
es
++
++++
++
++
mod
erat
e to
high
(d
epen
ding
on
the
num
ber o
f iso
late
s)
mod
erat
e ea
sy
(onl
ine
data
base
s)
http
://m
lst.w
arw
ick.
ac.u
k/m
lst
/dbs
/Eco
li ht
tp:/
/big
sdb.
past
eur.f
r/ec
oli/
ecol
i.htm
l ht
tp:/
/big
sdb.
past
eur.f
r/kl
ebsie
lla/k
lebs
iell
a.ht
ml
Mol
ecul
ar s
erot
ypin
g O
-, H
- and
K-t
ypin
g PC
R Ec
, Kp
Sero
type
s or K
-type
s
++++
++
+ ++
++
low
sim
ple
easy
(2
35,2
95,4
17–
419)
C-pa
ttern
P
(P
CR +
DN
A re
stric
tion
+ el
ectr
opho
resis
gel
)
Kp
K-ty
pes
++
+ ++
++
+ lo
w
mod
erat
e,
labo
ur in
tens
ive
com
plex
(3
74)
rfb-
Rest
rictio
n Fr
agm
ent
Leng
th P
olym
orph
ism
(RFL
P)
P (PCR
+ D
NA
rest
rictio
n +
elec
trop
hore
sis g
el)
Ec
O-ty
pes
++
+ ++
++
+ lo
w
mod
erat
e,
labo
ur in
tens
ive
com
plex
(4
20)
Chapter 1 - Introduction
60
P, D
NA
band
ing
patt
ern-
base
d m
etho
d; S
, DN
A se
quen
cing
-bas
ed m
etho
d; E
c, E
. col
i, K
p, K
. pne
umon
iae.
Bol
d ite
ms a
re d
iscu
ssed
in d
etai
l in
the
text
. a
Char
acte
rist
ics r
ange
d fr
om +
, whi
ch is
poo
r, to
+++
++, w
hich
is e
xcel
lent
. b Bio
Mér
ieux
, Mar
cy l'
Etoi
le, F
ranc
e; c Q
ualic
om, W
ilmin
gton
, USA
.
P, D
NA ba
ndin
g patt
ern-
base
d meth
od; S
, DNA
sequ
encin
g-ba
sed m
ethod
; Ec,
E. co
li, Kp
, K. p
neum
onia
e. Bo
ld ite
ms a
re di
scus
sed i
n deta
il in t
he te
xt.
a Char
acter
istics
rang
ed fr
om +
, whi
ch is
poor
, to +
++++
, whi
ch is
exce
llent
. b BioM
érieu
x, M
arcy
l'Eto
ile, F
ranc
e; c Qu
alico
m, W
ilmin
gton,
USA.
Geno
typi
ng m
etho
ds
Typi
ng m
echa
nism
ba
sis
Spec
ies
Disc
rimin
atio
n le
vel
Disc
rimin
ator
y po
wera
Type
abili
tya
Repr
oduc
ibili
tya C
ost
Ease
of u
se
Anal
ytic
al
com
plex
ity Re
fere
nce
fliC-
RFLP
P (PCR
+ D
NA
restr
iction
+
electr
opho
resis
gel)
Ec
H-typ
es
++
+ ++
++
+ low
m
oder
ate,
labou
r int
ensiv
e co
mple
x (4
21,42
2)
wzi
and
wzc
S (P
CR +
sequ
encin
g)
Kp
K-typ
es
++++
++
+ ++
++
low
simple
ea
sy
(298
,299)
WGS
SN
P an
alys
is S
Ec, K
p Li
neag
es, c
lades
++
+++
++++
++
++
high
co
mple
x (re
quire
s bio
infor
mati
c ex
perti
se)
com
plex
(283
,301,4
23)
core
geno
me (
cg) M
LST
S Kp
Cl
onal
Grou
ps
Line
ages
++
+++
++++
++
++
high
co
mple
x (re
quire
s bio
infor
mati
cs
expe
rtise
)
com
plex
(284
,297)
in si
lico
MLS
T S
Ec, K
p Cl
ones
++
+++
++++
++
++
high
ea
sy to
mod
erate
easy
ht
tps:/
/cge
.cbs
.dtu.d
k/se
rvice
s/M
LST/
#ref0
5 in
silic
o se
roty
ping
S Ec
, Kp
Sero
types
and K
-type
s
++++
+ ++
++
++++
hi
gh
easy
to m
oder
ate e
asy
(369
,424,4
25)
http
s://c
ge.cb
s.dt
u.dk/
serv
ices/
Sero
typeF
inde
r/
TAB
LE 8
. Cha
ract
eris
tics a
nd a
pplic
atio
ns o
f the
mai
n ge
noty
ping
met
hods
use
d in
ana
lysi
s of E
. col
i and
K. p
neum
onia
e po
pula
tions
(con
t.).
Chapter 1 - Introduction
61
The development of DNA-based strain typing methods such as PFGE in the late
1990s (233,398) and MLST in the middle 2000s (426–429) contributed largely to the
bacterial strain typing metamorphose, being nowadays considered “gold-standard
methods” for E. coli and K. pneumoniae typing.
Although the high discriminatory power of PFGE, which is extremely useful in
outbreak investigations, insertions and deletions of MGE may result in changes in the
PFGE patterns, leading to an erroneous categorization of some strains. Besides, PFGE is
technically demanding, time-consuming and the analysis of the results is subjective and
operator-dependent, difficulting inter-laboratory reproducibility and comparability
(Table 8) (229,362,430). Interpretation of banding patterns has been facilitated by the
development of commercial software programs (e.g. Infoquest from BioRad;
BioNumerics from Applied Maths NV), helping to overcome some of those inter-
laboratory comparison problems.
MLST provides a uniform nomenclature owing to a standard reproducible system
and thus is suitable for large-scale epidemiology and has been extensively used in the
identification and characterization of main clones implicated in the dissemination of
MDR E. coli and K. pneumoniae strains worldwide (231,234,242,430,431). However, the
design of most MLST schemes currently in use (in some cases more than one per
species) was based on a low number of genomes and some of the housekeeping genes
used lack sufficient discriminatory power, leading to variable resolution according to the
species (228,234). Furthermore, it is expensive if we consider that for each bacteria
seven genes need to be sequenced, and might be labour intensive and time-consuming if
we have many isolates to test (234,362,430) (Table 8).
More recently, the development of molecular serotyping techniques for both
species revived K-typing, and brought serotyping to the spotlight of typing tools
(298,299,418). Besides the extended knowledge of the surface polysaccharides and
proteins of these species, it is extremely important to understand specific host-pathogen
interactions, and even to develop possible antibacterial targets.
Although the high diversity of existing DNA-based typing methods (Table 8),
most of them are limited to certain taxonomic levels and some (PFGE, MLST, K-typing)
have been critical to characterize MDR E. coli and K. pneumoniae populations. However,
the recent burst of WGS was crucial to provide a high-resolution of these populations,
and to explore factors responsible for its global expansion and maintenance
(284,301,423). In fact, the increased accessibility to WGS and the development of
bioinformatic tools for data analysis and interpretation allowed the characterization of
large representative collections in a very short time, and a deeper characterization and
evolutionary insight regarding MDR E. coli and K. pneumoniae populations.
Chapter 1 - Introduction
62
WGS has been used in the phylogenetic analyses of core genome of E. coli and K.
pneumoniae, either by development of cgMLST schemes in the case of K. pneumoniae,
or by comparison of SNPs across the whole genome. Two cgMLST schemes (based on
634 or 1143 core genes) have been developed for K. pneumoniae, enabling a precise
delineation between hypervirulent and MDR K. pneumoniae strains, the identification of
globally distributed CGs, and the definition of distinct lineages within particular clones
delineated by MLST (284,297). Phylogenetic analyses using SNPs have also been
extremely important to establish evolutionary routes of major MDR E. coli [e.g. E. coli
ST131 (clade C-fimH30, clade B-fimH22 and clade A-fimH41)] and K. pneumoniae [e.g.
K. pneumoniae ST258 (clade I-wzi154 and clade II-wzi29/K41)] clones, although it has
been underexplored for many other high-risk clones in both species (301,303,423,432).
The development of in silico schemes for typing directly from whole-genome sequence
data (reads or assembled sequences) in both species (e.g. MLST, fimH for E. coli,
serotyping for E. coli and K. pneumoniae) has also been particularly useful to facilitate
data extraction (Table 8) (http://www.genomicepidemiology.org) (369,375,425).
Genomic data are currently growing at an extraordinary rate (Figure 24), and
despite its usefulness, the use of WGS in routine clinical laboratories for typing is still
costly (although the price of sequencing by genome has declined over the years) and
requires specific skills for data processing.
FIGURE 24. Number of bacterial and archaeal genomes sequenced each year (between 1995 and 2014) and submitted to NCBI [reprinted with permission from (433)].
Chapter 1 - Introduction
63
1.2.3. Proteomics
Proteomics techniques are based in the study of the expression of genes, as well
as the structure and function of the resulting proteins. Among them, matrix-assisted
laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS)
revolutionized in the last years the workflow of many clinical microbiology laboratories
for microbial species identification (363,434,435). MALDI-TOF MS is a high-throughput
analytical technique based on the ionization and separation of ions according to mass-to-
charge (m/z) ratio, yielding a characteristic fingerprint of a given microbial cell that
reflects mostly the content of peptides and small proteins (mainly ribosomal proteins)
(Figure 25) (435,436). Microbial identification is established by the comparison of the
mass spectra obtained (directly from the colony or after using adequate extraction
protocols) with those from known species included in a reference database. This method
is user-friendly, cost-effective, accurate and rapid, with the results obtained in a few
minutes (434,436).
The availability of MALDI-TOF MS in many routine laboratories worldwide
attracted increasing attention to its development as a bacterial strain typing tool (437).
While species identification relies on the biomarker peaks that are universally conserved
among all isolates within a specific species, high-resolution typing is based on the
identification of distinct peak biomarkers among isolates within the same species
(435,437). However, the use of MALDI-TOF MS as a proteotyping tool is still
controversial, mainly due to the wide diversity of analysis workflows (variations in
bacterial collections and growth conditions, extraction methods, matrix, mass
spectrometers and bioinformatics tools used for data analysis), hindering the desired
reproducibility (434,435,437,438). In fact, different resolution outcomes have been
observed for the same species by different research groups and additionally for different
clinically relevant Gram-positive (S. aureus, Enterococcus faecium, S. pneumoniae,
Streptococcus pyogenes, Listeria spp.) and Gram-negative (E. coli, K. pneumoniae, A.
baumannii, Salmonella spp., N. gonorrhoeae) species (435,439–444), which might
reflect a species-dependent discriminatory potential of MALDI-TOF MS. To overcome
these issues, studies with standardized workflows to evaluate long-term and inter-
laboratory reproducibility are needed (439,440,443,444,445).
Chapter 1 - Introduction
64
FIGURE 25. Schematic representation showing the technical fundament of MALDI-TOF MS [adapted from (446)].
The levels of infraspecies discrimination using MALDI-TOF MS are distinct in the
case of E. coli and K. pneumoniae (Table 9). In the case of E. coli, different reports have
demonstrated the suitability of MALDI-TOF MS to discriminate E. coli clonal lineages
according to serotype, MLST or pathotypes, reporting the identification of different peak
biomarkers. Among K. pneumoniae few works have been performed and results obtained
could not be correctly correlated with the genotyping methods used for clonal
discrimination (PFGE, MLST, RAPD and rep-PCR) (Table 9).
TABLE 9. Proteotyping studies performed in E. coli and K. pneumoniae using MALDI-TOF MS.
Species No. of isolates tested
Mass spectrometer/ analysis software
Discrimination level Results Reference
E. coli 25 Voyager DE PRO mass spectrometer/Data Explorer (Applied Biosystems1)
Serotype (for O157:H7) +a (447)
E. coli 136 Autoflex III Smartbeam mass spectrometer (Bruker Daltonics2)/Bionumerics3
Pathotype +a,b (436)
E. coli 656 Microflex LT mass spectrometer/ClinProTools
Phylogenetic group +c,d (448)
Separation region
Chapter 1 - Introduction
65
Species No. of isolates tested
Mass spectrometer/ analysis software
Discrimination level Results Reference
(Bruker Daltonik2)
E. coli 73
Microflex LT mass spectrometer/MALDI Biotyper (Bruker Daltonik2) and Matlab4 and PLS Toolbox5
Clone + (MLSTc,d,e) - (PFGE) (444)
E. coli 149 Microflex LT mass spectrometer/MALDI Biotyper (Bruker Daltonik2)
Clone/Serogroup + (MLSTc) + (serogroupf) (449)
E. coli 216 VITEK MS mass spectrometer /SARAMIS (BioMérieux6) Clone/Serogroup + (MLSTc)
- (serogroup) (450)
E. coli 109 Microflex LT mass spectrometer/ClinProTools (Bruker Daltonik2)
Clone +c,g (451)
E. coli 74 MALDI biotyper /Flexanalysis and ClinProTools (Bruker Daltonik2)
Clone +e,h (452)
E. coli 47 VITEK MS mass spectrometer /SARAMIS (BioMérieux6) and PAST7
Phylogenetic group Clone
+ (402)
E. coli
61 reference strains (53 H-types)
AutoFlex MALDI-TOF mass spectrometer/Autoflex III Smartbeam (Bruker Daltonik2)
H-typing + (453)
K. pneumoniae 10
Microflex LT mass spectrometer/ClinProTools (Bruker Daltonik2), SpecAlign8
and R software9
Clone - (454)
K. pneumoniae 17 AXIMA mass spectrometer (Saramis10)/SARAMIS (BioMérieux6)
Clone - (404)
K. pneumoniae 535 AutoFlex MALDI-TOF mass spectrometer/MALDI Biotyper (Bruker Daltonik2)
Biotype Clone
+ (biotype) - (clone) (455)
1Applied Biosystems, Foster City, California, USA; 2Bruker Daltonics, GmbH, Germany; 3Applied Maths,
Kortrijk, Belgium; 4MathWorks, Natick, MA, USA; 5Eigenvector Research, Manson, WA, USA; 6BioMérieux,
Marcy l'Etoile, France; 7 University of Oslo, Norway; 8Cartwright Group PTCL, University of Oxford; United
Kingdom; 9 http://www.R-project.org; 10Saramis; Shimadzu-Biotech, Corp., Kyoto, Japan. +, discrimination level pretended obtained; - the discrimination level pretended was not obtained.
aPeak absence at 9060 m/z (HdeB protein) in O157:H7 strains; bpeak presence at 6040 m/z in O157:H7
strains; cpeak shift from 9749 to 9716 m/z (HdeA protein) in B2 strains; dpeak presence at 4858 m/z in B2
strains; epeak presence ate 8349 m/z in B2-ST131 strains; fpeak presence at 11716 m/z in O16-B2-ST131
strains; gpeak presence at 6612 and 10474 m/z in B2-ST131 strains; hpeak shift at 4174, 7650 (YahO protein)
and peak presence at 10693 m/z in B2-ST131 strains.
Nowadays, MALDI-TOF MS is competing with WGS for typing routine
implementation, and in both methodologies important investments are needed, mainly
in order to automatize the analysis software for typing (435,456).
Chapter 1 - Introduction
66
1.2.4. Metabolomics
The main purpose of metabolomics techniques is identifying/characterizing
certain small metabolic products of a biological system. Within metabolomics
techniques, vibrational spectroscopic such as Fourier transform infrared (FTIR) and
Raman, are recognized as rapid whole-organism fingerprinting methods that generate
metabolic fingerprints from a bacterial cell. They reflect the phenotype of the
microorganism under investigation, through the detection of a diversity of biomolecules
(lipids, polysaccharides, proteins and nucleic acids) (457,458). These technologies have
been widely used since the 1970s for bacterial identification, but it was only with the
recent development of highly sophisticated spectrometers (as happen with MALDI-TOF
MS) supporting high sample throughput and cost reductions, that it was possible to
improve the resolution and sensitivity in order to differentiate bacteria at different
taxonomic levels. Different sampling techniques such as transmittance diffuse
reflectance and attenuated total reflectance (ATR) in FTIR, or surface-enhanced Raman
spectroscopy (SERS) are used. These high-throughput methodologies are rapid, simple
(a minimal sample processing is required) and cost-effective. Variability between the
spectra needs to be interpreted using pattern-recognition tools of spectral data such as
multivariate data analysis (MDA). MDA or chemometrics uses mathematical methods to
analyse and extract relevant information from chemically complex data, as that
generated by FTIR, Raman or even MALDI-TOF MS spectra obtained from a bacterial
cell (458–461).
FTIR spectra result from the interaction of infrared radiation with the bacterial
isolate, providing a specific fingerprint that reflects the structure and composition of the
whole cell, but particularly of the components of the bacterial surface (Figure 26). The
spectral region corresponding to the phospholipids/DNA/RNA and polysaccharides
vibrations (1500-900 cm-1) is generally the most discriminatory one, and hence has been
the widely used for characterization (458,460).
FIGURE 26. FTIR bacterial characteristic spectrum.
lipid
s
prot
eins
fosf
olip
ids/
DNA/
RNA
poly
sacc
harid
es
finge
rprin
t
3000–2800 cm-1
1700–1500 cm-1
900–600 cm-1
1500–1185 cm-1
1185-900 cm-1
Chapter 1 - Introduction
67
In fact, FTIR has already demonstrated an interesting potential for
discrimination at different taxonomic levels in E. coli (discrimination of main high-risk
clones; O157:H7 subtyping) (462–464) and many other different bacterial species (S.
aureus, S. pneumoniae, Listeria monocytogenes, Y. enterocolitica, Salmonella spp., A.
baumannii) (460,465–467). Moreover, the application of FTIR-based capsular typing
has shown good results for distinct species, such as S. aureus and S. pneumoniae
(466,467), enhancing the interest of this technique as a rapid capsular typing tool, which
has never been explored for K. pneumoniae.
Raman spectroscopy is based on the inelastic scattering of monochromatic light
by molecules, usually from a laser in the visible, near infrared, or near ultraviolet range.
The interaction of the laser with different biomolecules results in molecular vibrations
and changes in wavelength, which are molecule-specific and reflected in Raman
spectrum. The potential of Raman spectroscopy as a bacterial strain typing tool has also
been evaluated in some studies in different species (P. aeruginosa, Acinetobacter spp., S.
aureus, methicillin-resistant coagulase-negative Staphylococcus), although in a smaller
number compared to FTIR (468–471). In E. coli and K. pneumoniae, the few studies
regarding the typeability potential of Raman spectroscopy were performed using
SpectraCellRA (River Diagnostics, The Netherlands) and results analysed with a
commercial software, with this approach showing a discriminatory power comparable to
that obtained with PFGE in both species (472). In another study analysing only
Klebsiella spp. strains, no correlation was obtained between Raman and MLST-based
assignments (473). In these species, more studies using Raman spectroscopy are needed
in order to evaluate its potential as a typing tool.
An ideal typing method should be accurate, quick in sample preparation and
result analysis, low-cost and reproducible. Classical bacterial strain typing methods
based on serological or biochemical properties were historically important as typing
tools, but genotyping methods, such as PFGE and MLST, were crucial for defining the
population structure of E. coli and K. pneumoniae. However, these methodologies are
still time-consuming, expensive, and in the case of PFGE sample preparation is highly
laborious, whereas discriminatory power of MLST has been questioned. The
development of accessible WGS platforms revolutionized the high-resolution typing of
MDR E. coli and K. pneumoniae populations (Table 10). Nevertheless, its use as a typing
tool is also still expensive, time-consuming and requires some bioinformatics expertise,
mainly for phylogenetic analysis (Table 10). Alternatives, such as MALDI-TOF, FTIR or
Raman spectroscopy, could answer to the requirements of speed and low-cost methods
for bacterial typing. However, the routine implementation of these techniques as typing
Chapter 1 - Introduction
68
tools still need efforts regarding the standardization of protocols according to the
species, automatization of the analytical process of the results and creation of robust
reference spectrum libraries (Table 10).
TABLE 10. Overview, advantages and disadvantages of the main bacterial strain typing methods currently used for E. coli and K. pneumoniae populations.
aCharacteristics ranged from +, which is low, to +++, which is high. bCharacteristics ranged from +, which is minimum sample processing, to +++, which is complexity of sample processing. cIt depends of the goal. Phylogenetic analysis (WGS) requires bioinformatic expertise, whereas in silico software tools for typing (e.g. MLST, serotyping) are easier to use.
Target molecules
Costa Timea Sample
processingb Analytical
complexitya DNA Proteins Whole
cellular content
PFGE + + +++ +++ +++ MLST + ++ ++ ++ + WGS + +++ ++ +++ +++c MALDI-TOF MS + + + + +++ FTIR/Raman spectroscopy
+ + ++ + +++
References
69
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“Imagination is more important than knowledge.”
Albert Einstein
Objectives and outline of the study
Chapter 2
Chapter 2 – Objectives and outline of the study
115
2.1. Statement of objectives
Antibiotic resistance (ABR) is a growing global threat and a significant social and
economic challenge. One of the main issues is the exponential rise of infections caused by
Escherichia coli and Klebsiella pneumoniae resistant to multiple clinically important
antibiotics for human medicine (extended-spectrum β-lactams, fluoroquinolones and/or
aminoglycosides)
(http://ecdc.europa.eu/en/publications/_layouts/forms/Publication_DispForm.aspx?Lis
t=4f55ad51-4aed-4d32-b960-af70113dbb90&ID=1637). Increasing resistance levels to
extended-spectrum β-lactams [extended-spectrum cephalosporins (ESC) and more
recently to carbapenems] and to other last resort antibiotics, such as fosfomycin or
colistin, results in a depletion of therapeutic options to treat infections caused by these
bacterial pathogens, threatening our ability to cure even the simplest infections.
Expansion of multidrug resistant (MDR) Escherichia coli and Klebsiella
pneumoniae strains has been greatly driven by the acquisition of genes conferring
resistance to extended-spectrum β-lactams [mainly by production of extended-spectrum
β-lactamases (ESBLs) or carbapenemases] and other co-determinants of resistance.
However, fluctuations were observed in the relative prevalence of these species
throughout the years, linked to variable molecular epidemiological traits. While before
2000s, K. pneumoniae resistant to ESC predominated among hospital acquired infections
linked most frequently to production of TEM- or SHV-type ESBLs, the remarkable
increase of E. coli resistant to ESC in either hospital or community-acquired infections
observed since 2000s was mainly driven by acquisition of CTX-M-type ESBL enzymes and
less frequently carbapenemases. More recently (from mid 2000s), we assisted to a global
expansion of ESC resistant K. pneumoniae, linked to production of ESBLs (mainly CTX-
M-15 and in a lesser extent SHV-type variants), and especially to the global expansion of
different carbapenemases, which rendered this species an increased noteworthiness
recognized by different world health organizations (ECDC, CDC, WHO). In Portugal, CTX-
M-producing E. coli are endemic since long time in different clinical settings, and among
non-human sources (food-producing, companion and wild animals or environment), but
comprehensive multilevel analysis of recent bacterial collections is lacking. Conversely,
the emergence and expansion of ESC resistant K. pneumoniae in the hospital setting is a
more recent event (since at least 2010) (https://www.dgs.pt/estatisticas-de-
saude/estatisticas-de-saude/publicacoes/portugal-controlo-da-infecao-e-resistencia-aos-
antimicrobianos-em-numeros-2015-pdf.aspx), justifying the poor characterization of the
molecular basis for this scenario.
Chapter 2 – Objectives and outline of the study
116
In the last years, the large-scale application of multilocus sequence typing (MLST)
as a universal typing tool and more recently of whole genome sequencing (WGS) unveiled
global clonal expansion events of a small fraction of E. coli (e.g. ST131) or K. pneumoniae
[e.g. clonal group (CG)258] populations. Moreover, the increased resolution of WGS and
the availability of molecular tools for strain discrimination (e.g. identification of ST131
subclones or wzi/wzc-based capsular typing in K. pneumoniae) and plasmid typing (PCR-
based replicon typing) allowed a more precise definition of the dispersion drivers (clones,
lineages, plasmids) of ABR genes, particularly among isolates causing hospital infections.
But ABR is a global and borderless problem that needs to be tackled by a holistic
approach. For this reason, it is important to understand the contribution of other clinical
settings in close relationship with hospitals such as nursing homes (NHs) or long-term
care facilities (LTCFs), or the role of the human intestinal flora as reservoirs of particular
clinically relevant E. coli and K. pneumoniae drivers. However, they all have been
underexplored in Portugal.
Furthermore, the accurate and quick detection of E. coli and K. pneumoniae clones
or lineages with enhanced ability to spread and persist and exhibiting particular MDR
phenotypes is crucial for surveillance at local, regional, national or global levels, to guide
infection control measures in order to block transmission, and last but not least, to
underpin informed therapeutic decisions. Although the extremely important advances in
DNA-based molecular typing tools in the definition of E. coli and K. pneumoniae
population structures, most of these methods are still expensive, time-consuming and/or
require specialized skills, hindering their implementation in routine clinical laboratories.
Thus, alternative methods offering a high-throughput and a low-cost and quick
performance are highly demanded. Some progresses have been attained with Fourier
transform infrared (FTIR) spectroscopy for a few bacterial species, or matrix assisted laser
desorption ionization-time of flight mass spectrometry (MALDI-TOF MS), already
thoroughly adopted in clinical microbiology laboratories for species identification,
including E. coli (Sousa et al., Sci Rep 2013, 20:3278; Novais et al., Eur J Clin Microbiol
Infect Dis. 2014, 33:1391-9), paving the way for further developments on K. pneumoniae
and envisioning a bright future for real-time application for typing. Since these
methodologies are based on different non-DNA-based principles and target different
biomolecules from the bacterial cell, they provide an opportunity to integrate
multidisciplinary data (genomics, proteomics, metabolomics), and can additionally
provide relevant insights into key molecular features that can be of utmost interest to
understand bacterial evolution, pathogenesis and host-pathogen interactions.
Chapter 2 – Objectives and outline of the study
117
To accomplish these purposes, recent E. coli and K. pneumoniae isolates non-
susceptible to extended-spectrum β-lactams from different clinical (hospital, community,
LTCFs, NHs) and non-clinical (healthy volunteers) human settings mainly from the North
region of Portugal (2006-2016) were screened for the expression of extended-spectrum
acquired β-lactamases (ESBLs, carbapenemases and/or plasmid-acquired AmpCs), and
the drivers (clones, plasmids, transposons and integrons) associated with its emergence
and/or expansion were characterized. Furthermore, an international collection (Portugal,
Spain, Romania, Brazil, Poland, Greece; 2003-2015) representing MDR K. pneumoniae
clonal lineages globally disseminated and associated with the production of ESBLs,
carbapenemases and/or plasmid-acquired AmpCs, as well as K. pneumoniae CG14 and
CG15 genomes included in public databases (NCBI, BIGSdb), were used to assess the
potential of different high-throughput methodologies (FTIR, MALDI-TOF MS and WGS)
for typing and characterization of K. pneumoniae.
The main goals of this work are: I. To establish the current epidemiological scenario involving acquired resistance to
extended-spectrum β-lactams in recent collections of E. coli and K. pneumoniae
from different clinical and non-clinical human settings in Portugal by a
comprehensive and detailed characterization of clones and mobile genetic elements.
II. To explore the potential of different DNA- and non-DNA-based high-throughput
omics approaches for accurate and high-resolution typing of MDR K. pneumoniae
strains, and ultimately to understand key molecular features on the basis of the
discriminatory potential.
The hypothesis of this Thesis is that a detailed characterization of drivers (clones,
plasmids and antibiotic resistance genes) involved in the epidemiology of
contemporary E. coli and K. pneumoniae strains resistant to extended-spectrum β-
lactams in clinical and non-clinical human settings would contribute to better
understand host adaptation processes, as well as dissemination and persistence
abilities of resistant strains. Additionally, we also hypothesized that high-
throughput approaches based on different biomolecules of K. pneumoniae might
constitute alternative methods for rapid and cost-effective routine typing of this
species.
Chapter 2 – Objectives and outline of the study
118
The specific aims of this Thesis are:
1. To assess recent epidemiological changes on ESBL-producing Enterobacteriaceae
identified in different Portuguese hospitals in two-time periods (n=200; 2006–
2007 and 2010).
2. To extend the knowledge on human reservoirs of E. coli and K. pneumoniae
producing different extended-spectrum acquired β-lactamases (ESBLs,
carbapenemases, plasmid-acquired AmpCs) in residents of Portuguese LTCFs and
NHs, and in healthy volunteers (n=47, n=20 and n=199 samples, respectively;
2013-2016).
3. To establish possible origins or transmission pathways of E. coli and K.
pneumoniae carrying extended-spectrum acquired β-lactamases between the
different clinical and non-clinical human niches by conducting a detailed and
accurate multilevel population analysis of clones/lineages and plasmids.
4. To monitor the emergence and to characterize the epidemiological features of E.
coli and K. pneumoniae with acquired resistance genes to carbapenems,
fosfomycin and colistin in Portuguese clinical institutions (hospitals, community
laboratories, LTCFs and NHs) (n=493; 2011-2015).
5. To assess the suitability of high-throughput spectroscopic (FTIR; n=158; 2003-
2015) and spectrometric (MALDI-TOF MS; n=83; 2003-2012) methods for
accurate, quick and low-cost typing of clinically relevant MDR K. pneumoniae
isolates.
6. To perform a comparative high-resolution genomic analysis of globally
disseminated MDR K. pneumoniae CG14 and CG15 isolates (n=99; 1986-2015), in
order to elucidate factors (phylogeny, cps evolution, plasmidome) that might have
contributed to its global expansion.
Chapter 2 – Objectives and outline of the study
119
2.2. Outline of the thesis This Thesis is organized in four chapters as follows:
Chapter 1 which presents an overview of the state of the art regarding the topics of this
Thesis, and is subdivided in two sections. Section 1.1. includes an overview of the
problematic of ABR (and particularly of the increasing incidence of infections caused by
MDR E. coli and K. pneumoniae), contemporary molecular epidemiological trends
involving resistance to extended-spectrum β-lactams (ESC and carbapenems), fosfomycin
and colistin, and the clinical relevance, virulence, population structure and plasmids
involved in the current global scenario of MDR E. coli and K. pneumoniae. Section 1.2.
presents an overview of the diverse typing methods used for E. coli and K. pneumoniae
strains and its evolution throughout time, detailing the main achievements, advantages,
disadvantages and future perspectives.
Chapter 2 includes the objectives and outline of the Thesis.
Chapter 3 presents the findings that answer to the specific aims of the Thesis. Results
from the experimental research performed in this Thesis have been organized through
research articles (n=12; 7 publications in peer review journals and 5 manuscripts in
preparation). This chapter is divided in three sections:
Section 3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin. This section presents the occurrence of clinically relevant genes encoding acquired
resistance to extended-spectrum β-lactams (bla genes) among E. coli. Besides, a detailed
characterization of population structure and/or plasmids involved in the dissemination of
these genes in different clinical (hospitals, community) and non-clinical (healthy
volunteers) human settings in Portugal (2006-2014) was also performed, highlighting
recent changes in the molecular epidemiology of ESBL-producing E. coli. Moreover, the
first plasmid-mediated resistance gene to fosfomycin (fosA3) is described in Europe in a
CTX-M-15-producing E. coli isolate. Results were organized in the following research
articles:
• Rodrigues C, Machado E, Pires J, Novais Â, Peixe L. 2015. Increase of
widespread A, B1 and D Escherichia coli clones producing a high-diversity of CTX-
M-types in a Portuguese hospital. Future Microbiology. 10(7):1125-31.
Chapter 2 – Objectives and outline of the study
120
• Rodrigues C, Machado E, Fernandes S, Leixe P, Novais Â. 2017. Occurrence of
extended-spectrum β-lactamase (ESBL)-producing Escherichia coli in Portuguese
nursing homes: the identification of different B2-ST131 subclones (fimH30,
fimH22) (manuscript final draft).
• Rodrigues C, Machado E, Fernandes S, Peixe L, Novais Â. 2016. An update on
faecal carriage of ESBL-producing Enterobacteriaceae by Portuguese healthy
humans: detection of the H30 subclone of B2-ST131 Escherichia coli producing
CTX-M-27. Journal of Antimicrobial Chemotherapy. 71(4):1120-2.
• Constança AC, Rodrigues C, Pires J, Amorim J, Ramos H, Novais Â, Peixe L.
2016. Importation of fosfomycin resistance fosA3 gene to Europe. Emerging
Infectious Diseases. 22(2):346-8.
Section 3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings. The expansion of K. pneumoniae isolates producing ESBLs and/or carbapenemases in
different Portuguese clinical settings (hospitals, LTCFs and NHs) is analysed (2006-2016).
The contribution of clones/lineages and/or mobile genetic elements (plasmids,
transposons, integrons) in the dissemination of genes encoding acquired resistance to
extended-spectrum β-lactams is also assessed, pointing-out the existence of prevalent K.
pneumoniae lineages circulating in our country. Moreover, a new variant of VIM-1
carbapenemase, namely VIM-34, is firstly described in our country. The data obtained is
presented and organized in the following research articles:
• Rodrigues C, Machado E, Peixe L, Novais Â. 2014. Expansion of ESBL-producing
Klebsiella pneumoniae in hospitalized patients: a successful story of international
clones (ST15, ST147, ST336) and epidemic plasmids (IncR, IncFIIK). International
Journal of Medical Microbiology. 304(8):1100–08.
• Rodrigues C, Bavlovič J, Machado E, Amorim J, Peixe L, Novais Â. 2016. KPC-3-
Producing Klebsiella pneumoniae in Portugal Linked to Previously Circulating
Non-CG258 Lineages and Uncommon Genetic Platforms (Tn4401d-IncFIA and
Tn4401d-IncN). Frontiers in Microbiology. 7:1000.
• Rodrigues C, Novais Â, Machado E, Peixe L. 2014. Detection of VIM-34, a novel
VIM-1 variant identified in the intercontinental ST15 Klebsiella pneumoniae clone.
Journal of Antimicrobial Chemotherapy. 69(1):274-5.
• Rodrigues C, Mendes AC, Sigma F, Bavlovič J, Machado E, Novais Â, Peixe L.
2017. High rates of long-term care facilities (LTCFs) residents colonized with
Chapter 2 – Objectives and outline of the study
121
multidrug resistant Klebsiella pneumoniae lineages frequently causing infections
in Portuguese clinical institutions (manuscript final draft).
Section 3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing. The potential of high-throughput technologies, such as FTIR, MALDI-TOF MS and WGS
coupled with different bioinformatic tools for delineation and characterization of clinically
relevant MDR K. pneumoniae strains is evaluated in an international collection of isolates
(Portugal, Spain, Romania, Brazil, Poland, Greece; 2003-2015), and also in isolates from
public databases (NCBI, BIGSdb). Results obtained in the context of the application of
FTIR in the rapid and accurate detection of an outbreak of KPC-producing K. pneumoniae
are also presented. Results achieved are presented in the following research articles:
• Rodrigues C, Sousa C, Lopes JA, Novais Â, Peixe L. 2017. Congruence between
capsular genotypic and phenotypic features of multidrug-resistant (MDR)
Klebsiella pneumoniae clones: a step-forward on K-typing by Fourier Transform
Infrared (FTIR) spectroscopy (manuscript final draft).
• Silva L, Rodrigues C, Sousa C, Lira A, Leão M, Mota M, Lopes P, Lameirão Â,
Abreu G, Lopes JA, Novais Â, Peixe L. 2017. Fourier Transform Infrared (FTIR)
spectroscopy based-typing for “real-time” analysis of an outbreak by carbapenem-
resistant Klebsiella pneumoniae isolates (manuscript final draft).
• Rodrigues C, Novais Â, Sousa C, Ramos H, Coque TM, Cantón R, Lopes JA, Peixe
L. 2017. Elucidating constraints for differentiation of major human Klebsiella
pneumoniae clones by MALDI-TOF MS. European Journal of Clinical
Microbiology and Infectious Diseases. 36(2):379-86.
• Rodrigues C, Lanza VF, Peixe L, Novais Â, Coque TM. 2017. High-resolution
analysis of the globally disseminated multidrug-resistant Klebsiella pneumoniae
Clonal Groups 14 and 15 (manuscript final draft).
Highlighted results from these research studies are reflected in the General Conclusions depicted in Chapter 4.
“A person who never made a mistake never tried anything new.”
Albert Einstein
Chapter 3
Results and discussion
Chapter 3 – Results and discussion
125
3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
3.1.1. Increase of widespread A, B1 and D Escherichia coli clones producing a
high-diversity of CTX-M-types in a Portuguese hospital.
3.1.2. Occurrence of extended-spectrum β-lactamase (ESBL)-producing
Escherichia coli in Portuguese nursing homes: the identification of
different B2-ST131 subclones (fimH30, fimH22).
3.1.3. An update on faecal carriage of ESBL-producing Enterobacteriaceae by
Portuguese healthy humans: detection of the H30 subclone of B2-ST131
Escherichia coli producing CTX-M-27.
3.1.4. Importation of fosfomycin resistance fosA3 gene to Europe.
08 Fall
3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
127
Increase of widespread A, B1 and D Escherichia coli clones producing a
high-diversity of CTX-M-types in a Portuguese hospital
Carla Rodrigues1, Elisabete Machado1,2, João Pires1, Helena Ramos3,
Ângela Novais1, Luísa Peixe1*
1UCIBIO/REQUIMTE. Faculdade de Farmácia, Universidade do Porto, Porto, Portugal; 2CEBIMED/FP-ENAS, Faculdade de Ciências da Saúde, Universidade Fernando Pessoa,
Porto, Portugal; 3Centro Hospitalar do Porto - Hospital de Santo António, Porto, Portugal.
Future Microbiology 2015; 10(7):1125-31
Future Medicine Ltd has authorized the reproduction of the final published PDF version of this
paper in this thesis through the License Agreement Number 4074090243990 on March 1, 2017.
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two million people) and comprising 12 months of two different time periods (June 2006–June 2007 [n = 43] and January–December 2010 [n = 69]) were characterized. They correspond to all ESBL-producing E. coli isolates identified in this hospital in both time periods, where only one isolate per patient and/or antibiotic resistant pat-tern was characterized. ESBL-producing E. coli isolates were mostly recovered from outpatients (49% in 2006–2007 and 70% in 2010) but also from medical (35% in 2006–2007 and 23% in 2010) or surgical wards (9% in 2006–2007 and 1% in 2010) and intensive care units (0% in 2006–2007 and 3% in 2010), and most of the isolates were identified in urine samples (78%). Bacterial identification and antimicrobial suscep-tibility testing for β-lactams and non-β-lactams were performed by automated systems (VITEK) and disk diffusion [12]. All intermediate-suscep-tible strains were considered resistant strains. Isolates resistant to extended-spectrum cepha-losporins were screened for ESBL production by the standard double disk synergy test (DDST) using cefotaxime, ceftazidime and amoxicillin-clavulanate on Mueller–Hinton agar plates with and without cloxacillin (250 mg/l) (Sigma-Aldrich, St Quentin-Fallavier, France) [12]. Presence of blaCTX-M, blaSHV and blaTEM genes was confirmed by PCR and sequencing [9]. Population structure characterization included identification of E. coli phylogenetic groups and detection of O25b-ST131 by PCR, XbaI-PFGE, MLST and Fourier transform infrared spectros-copy (FTIR) [8,13–15]. Allelic profiles of differ-ent sequence types (ST) were compared with
eBURST-like minimum spanning tree (MStree) method in Phyloviz 1.0 [16]. The content in 38 virulence factors was investigated by PCR in representative B2-ST131 isolates (n = 13, one per PFGE-type), as described [13]. Statistical significance for comparison of proportions was calculated by the χ2 or Fisher exact test using IBM SPSS Statistics 22.0 software (p-values of < 0.05 were considered statistically significant).
Results & discussionWe observed a significant change in the popula-tion structure of ESBL-producing E. coli, with an increase in the proportion of A, B1 and D phylogroups (from 21 to 54%, p < 0.001), pro-ducing most frequently diverse CTX-M enzymes (CTX-M-1, -2, -9, -14, -32, -79) (Tables 1 & 2). These enzymes were mainly identified in par-ticular clones belonging to widespread clonal complexes within A (ST10, ST23), B1 (ST155) and D (ST117, ST648) phylogenetic groups (Table 2 & Supplementary Figure 1). It is also of note that despite B2-ST131 E. coli (producing almost exclusively CTX-M-15) prevails as the predomi-nant clone in our collection, the proportion of this worldwide spread clone decreased signifi-cantly (from 79 to 45%; p < 0.001) throughout time (Table 1). SHV-12 and TEM-52 ESBLs were less frequently detected (Table 1). We cannot con-firm if this scenario is extended to other clinical institutions or will persist in time, but similar results were observed in recent (2011–2013) ESBL E. coli producers from the same hospital and also from a community laboratory from the north of Portugal (diversity of CTX-M enzymes,
Table 1. Temporal shifts in the composition of Escherichia coli phylogenetic groups and extended-spectrum β-lactamase types.
Number of isolates (%)
2006–7 (n = 43) 2010 (n = 69) p-value†
Escherichia coli phylogenetic groups (n/%) B2 (66/58.9%) 34 (79.1%) 32 (46.4%) 0.001B2-ST131 (65/58.0%) 34 (79.1%) 31 (44.9%) 0.001D (13/11.6%) 1 (2.3%) 12 (17.4%) 0.016A (16/14.3%) 3 (7.0%) 13 (18.8%) 0.142B1 (17/15.2%) 5 (11.6%) 12 (17.4%) 0.578A+B1+D (46/41.1%) 9 (20.9%) 37 (53.6%) 0.001
ESBLs (n/%) CTX-M-15 (67/59.8%) 35 (81.4%) 32 (46.4%) 0.001Other CTX-M (34/30.4%) (CTX-M-1, -2, -9, -14, -32, -79) 5 (11.6%) 29 (42.0%) 0.001SHV-12 (9/8.0%) 2 (4.7%) 7 (10.1%) 0.478TEM-52 (2/1.8%) 1 (2.3%) 1 (1.5%) 1.000†p-values are shown in bold when p < 0.05.
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Table 2. Epidemiological data of ESBL-producing E. coli recovered from a general Portuguese hospital in two different time periods (2006–2007 and 2010).
Year of isolation (number)
PhG† (number)
Sequence type (ST)/clonal complex (CC) (number of isolates/number of PFGE types)
ESBL (number) Non-β-lactam resistance phenotype‡
Medical units (number)
2006–7 (n = 43)
B2 (34) ST131/CC131 (34/2) CTX-M-15 (33) (AMK), CIP, (CLO), (GEN), KAN, NAL, (NET), (SUL), (STR), (TET), (TMP), TOB
Outpatients (14), medical wards (13), surgical wards (4), unknown (2)
CTX-M-32 (1) NAL, CIP, SUL, STR, TET, TMP Medical ward D (1) ST3177/CC648 (1/1) CTX-M-15 CIP, NAL, SUL, STR, TMP Outpatient A (3) ST410/CC23 (1/1) CTX-M-15 CIP, GEN, KAN, NAL, NET, STR, SUL,
TET, TMP, TOBUnknown
ST88 /CC23 (1/1) TEM-52 STR Outpatient ST10/CC10 (1/1) CTX-M-2 CIP, NAL, SUL, STR, TET, TMP Outpatient B1 (5) ST155/CC155 (2/1) CTX-M-1 CIP, (CLO), (KAN), NAL, STR, SUL,
TMPOutpatients
ST58/CC155 (1/1) SHV-12 AMK, CIP, KAN, NAL, NET, SUL, STR, TET
Outpatient
ST448/CC448 (1/1) CTX-M-14 CIP, KAN, NAL, SUL, STR, TET, TMP Outpatient ST212/- (1/1) SHV-12 CLO, NAL, SUL, STR, TET Medical ward2010 (n = 69)
B2 (32) ST131/CC131 (31/5) CTX-M-15 (29) (AMK), CIP, (CLO), (GEN), (KAN), NAL, (NET), (SUL), (STR), (TET), (TMP), (TOB)
Outpatients (19), medical wards (6), intensive care units (2), unknown (2)
CTX-M-1 (1) GEN, NAL, SUL, TET, TMP, TOB Medical ward CTX-M-14 (1) NAL, TET Outpatient ST4504/CC28 (1/1) CTX-M-2 SUL, STR, TET, TMP Outpatient D (12) ST117/CC117 (2/1) CTX-M-1 (NAL), KAN, (SUL), STR, TET, TMP Outpatient (1), medical
ward (1) ST2974/CC117 (1/1) SHV-12 CIP, NAL, SUL Outpatient ST57/CC350 (3/2) CTX-M-14 (2) CIP, CLO, NAL, (NIT), SUL, STR, TET,
(TMP)Surgical ward (1), medical ward (1)
CTX-M-1 (1) SUL, TET, TMP Outpatient ST354/CC354 (1/1) CTX-M-14 CIP, GEN, KAN, NAL, NET, STR, TOB Outpatient ST648/CC648 (1/1) TEM-52 CIP, NAL, GEN, STR, TET, TMP Outpatient ST1011/- (2/2) CTX-M-1 CIP, NAL, NIT, SUL, STR, TET, TMP Medical ward CTX-M-32 CIP, NAL, SUL, STR, TMP Outpatient ST457/- (1/1) CTX-M-79 CIP, GEN, NAL, SUL, STR, TET, TMP,
TOBMedical ward
ST363/-(1/1) CTX-M-1 KAN, NAL, SUL, TET Outpatient
A (13) ST10/CC10 (2/1) CTX-M-15 CIP, (GEN), KAN, NAL, (NIT), SUL, STR, (TET), TMP, TOB
Outpatients
ST167/CC10 (1/1) CTX-M-1 CIP, CLO, NAL, SUL, STR, TET, TMP Outpatient ST744/CC10 (1/1) SHV-12 CLO, CIP, KAN, NAL, SUL, STR, TET,
TMPmedical ward
ST4270/CC23 (2/1) CTX-M-14 (KAN), SUL, STR, TET Outpatient (1), medical ward (1)
ST93/CC168 (3/1) CTX-M-14 (1) CIP, KAN, NAL, SUL, STR, TET, TMP Outpatient CTX-M-32 (1) CIP, CLO, GEN, NAL, SUL, STR, TET,
TMP, TOBOutpatient
†PhG, E. coli phylogenetic group.‡Variable presence of resistance phenotype is indicated by parenthesis.AMK: Amikacin; CLO: Chloramphenicol; CIP: Ciprofloxacin; GEN: Gentamicin; KAN: Kanamycin; NAL: Nalidixic acid; NET: Netilmicin; NIT: Nitrofurantoin; STR: Streptomycin; SUL: Sulphonamides; TOB: Tobramycin; TET: Tetracycline; TMP: Trimethoprim;
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40–53% of B2-ST131 and 47–60% A, B1 and D E. coli), suggesting a broader extension [17,18]. Similar phylogroup proportions in ESBL-producing E. coli identified in recent reports from other countries suggest that this situation might be more common than assumed, possibly masked by the overall predominance of a single clone (B2-ST131) [19,20].
Antibiotic resistance profiles to non-β-lactams were variable according to each phylogenetic group, with high resistance rates observed for nalidixic acid (75–99%), ciprofloxacin (69–96%), tetracycline (65–92%), sulphonamides (64–94%) and trimethoprim (69–82%). B2 iso-lates were more frequently resistant to kanamy-cin and tobramycin (92%), gentamycin (81%), netilmicin (71%) and amikacin (62%), while A, B1 and D isolates were commonly resistant to streptomycin (85–100% vs 67% in B2 isolates) (Table 2).
B2-E. coli were much more frequently observed in 2006–2007 (79%) than in 2010 (46%), mostly associated in both time periods with the production of CTX-M-15 (n = 62/94%; n = 33 in 2006–2007 and n = 29 in 2010), and rarely other CTX-M types (n = 4/6%; n = 1 in 2006–2007
and n = 3 in 2010; CTX-M-1, -2, -14, -32) (Tables 1 & 2). They mainly belonged to diverse ST131 (n = = 65/66, 6 PFGE-types) (Table 2 & Supplementary Figure 1). To the extent of our knowledge this is the first study highlighting a decrease in the pro-portion of CTX-M-15-producing ST131 E. coli over time in a given clinical context. ST131 vari-ants (differing in PFGE-type and virulence gene content) were unevenly distributed throughout time. Most isolates (n = 60/65, 1 PFGE-type) corresponded to the arbitrarily designated viro-type C (fimH-iha-traT-usp-sat-malX-fyuA-iutA-ompT-kpsMTII-K5) circulating since 2006–2007, which corresponds to the most disseminated ST131 variant worldwide [1,13]. Variants to this profile were identified more frequently in 2010 (n = 9 isolates; 6 PFGE-types), namely virotype A (including afa/draBC), virotype B (including iroN) or virotype D5 (including ibeA, cnf1 and hlyA) [1]. Although nosocomial transmission of ST131 E. coli isolates could have occurred, the diversity of PFGE-types, virotypes and blaCTX-M genes and the increasing proportion of ST131 iso-lates from outpatients (from 41% in 2006–2007 to 65% in 2010) suggests multiple entries from community reservoirs.
Year of isolation (number)
PhG† (number)
Sequence type (ST)/clonal complex (CC) (number of isolates/number of PFGE types)
ESBL (number) Non-β-lactam resistance phenotype‡
Medical units (number)
2010 (n = 69) (cont.)
CTX-M-1 (1) NAL, SUL, TET, TMP Outpatient
ST1594/CC168 (1/1) SHV-12 STR Outpatient ST4269/- (2/1) CTX-M-32 CIP, (KAN), NAL, (SUL), STR, TET,
(TMP), TOBOutpatients
ST4484/- (1/1) CTX-M-15 CIP, KAN, NAL, SUL, STR, TMP Outpatient B1 (12) ST453/CC86 (2/2) CTX-M-14 SUL, STR, TET, TMP Outpatient SHV-12 CIP, CLO, NAL, SUL, STR, TET, TMP Medical ward ST58/CC155 (1/1) CTX-M-14 SUL, STR, TMP Medical ward ST2229/CC101 (1/1) CTX-M-14 CLO, SUL, STR, TET, TMP Medical ward ST205/CC205 (1/1) CTX-M-1 CIP, KAN, NAL, SUL, STR, TMP Outpatient ST224/- (2/2) SHV-12 CIP, CLO, NAL, SUL, STR, TET, TMP Outpatient CTX-M-9 CIP, NAL, SUL, STR, TET, TMP Outpatient ST1196/- (2/1) SHV-12 CIP, CLO, (KAN), NAL, SUL, STR,
TET, TMPOutpatients
ST1642/- (2/1) CTX-M-14 CIP, CLO, GEN, KAN, NAL, SUL, STR, (TET), TMP
Outpatients
ST4476/- (1) CTX-M-14 CIP, NAL, STR Outpatient†PhG, E. coli phylogenetic group.‡Variable presence of resistance phenotype is indicated by parenthesis.AMK: Amikacin; CLO: Chloramphenicol; CIP: Ciprofloxacin; GEN: Gentamicin; KAN: Kanamycin; NAL: Nalidixic acid; NET: Netilmicin; NIT: Nitrofurantoin; STR: Streptomycin; SUL: Sulphonamides; TOB: Tobramycin; TET: Tetracycline; TMP: Trimethoprim;
Table 2. Epidemiological data of ESBL-producing E. coli recovered from a general Portuguese hospital in two different time periods (2006–2007 and 2010) (cont.).
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E. coli isolates from phylogroups A, B1 and D were genetically diverse (n = 13, n = 14 and n = 12 PFGE-types, respectively) and produced a high diversity of ESBLs (CTX-M-1, -2, -9, -14, -15, -32, -79, TEM-52 or SHV-12), with the exception of phylogroup B1 that produced mainly CTX-M-14 or SHV-12 (n = 13/17, 77%) (Table 2 & Supplementary Figure 1). Interestingly, these isolates were mainly recovered from out-patients (n = 34/74%), which is in line with the identification of these enzymes (CTX-M-1, -14, -32; SHV-12 and TEM-52) over the years in diverse nonclinical niches in Portugal (Supplementary Figure 2) and elsewhere [4,21]. Thus, it seems reasonable to hypothesize that the clonal expansion of B2-ST131 E. coli since the beginning of 2000’s might have masked the role of nonclinical reservoirs in the landscape of ESBL-producing E. coli in the clinical setting.
E. coli belonging to phylogroup D, which sig-nificantly increased in 2010, were linked to wide-spread ST117 (2 ST117, 1 ST2974), ST350 (3 ST57) and ST648 (1 ST648, 1 ST3177) clonal complexes (Table 2 & Supplementary Figure 1), which are first described in Portugal. Interestingly, these STs, primarily associated with nonhuman hosts [3–4,21–22], have recently been reported in
human clinical isolates in different countries (mainly ST648) associated with ESBLs and/or carbapenemases [2,6–7,23–25], suggesting frequent and continuous intercompartment flux (hospital-ized or community patients, healthy humans, ani-mals and environment). The absence of D-ST69, D-ST393 and D-ST405 E. coli clones, which are often observed in clinical samples from other geo-graphic regions, including in Spain, a neighboring country, was also noted [5,8].
Among E. coli phylogroups A and B1, most of the isolates (n = 23/70%) belonged to clones or clonal complexes (ST10, ST23, ST168, ST155, ST224, ST101, ST448) repeatedly described in dif-ferent studies and niches, most of them identified after 2006–2007 (Table 2 & Supplementary Figure 1). ESBL-producing A and B1 E. coli (and particularly the main clonal complexes identified in this work) have been more frequently associated with food-producing animals and food products, including in Portugal (Supplementary Figure 2) [3,4], but also with ESBL producers from hospitals and human community settings worldwide [2,7,19–20,24,26].
Conclusion & future perspectiveIn conclusion, we observed a significant change in the population structure of ESBL-producing
EXECUTIVE SUMMARYBackground
● The phylogenetic group composition of ESBL-producing E. coli isolates (i.e., the relative frequency of the most frequent phylogroups B2, D, A and B1) in different settings is unbalanced.
● The B2-ST131 high-risk E. coli clone has been implicated in most nosocomial or community extraintestinal infections worldwide.
● Particular clones from A, B1 or D phylogroups (e.g., ST10, ST117 or ST648 clonal complexes) are more commonly detected in isolates from nonhuman sources.
Results
● The population structure of clinical ESBL-producing E. coli changed between 2006–2007 and 2010.
● Although CTX-M-15-producing B2-ST131 remains the predominant clone, its proportion decreased significantly throughout time.
● The proportion of clones from A (ST10, ST23), B1 (ST155) and D (ST117, ST648) phylogroups producing diverse CTX-M enzymes increased.
● CTX-M-1, CTX-M-32, CTX-M-14 or SHV-12 were more commonly detected in the recent period.
Conclusion
● The significant change in the population structure of ESBL-producing E. coli was linked to the amplification of diverse CTX-M-producing A, B1 and D clonal complexes.
● The distribution of these ESBLs and clones in Portuguese nonclinical niches unveils a role for these reservoirs in the landscape of ESBL-producing E. coli in the clinical setting.
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SHORT COMMUNICATION Rodrigues, Machado, Pires, Ramos, Novais & Peixe
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E. coli in the hospital studied, linked to an increase of diverse CTX-M enzymes other than CTX-M-15 and E. coli clones from A, B1 and D phylogroups. Most of them are widely distributed in nonclinical niches, and have long been identi-fied in diverse Portuguese nonclinical settings, unveiling a role for these reservoirs in the land-scape of ESBL-producing E. coli in the clinical setting. Future studies should be performed in order to evaluate the persistence of this epide-miological change in time and in other clinical institutions.
Financial & competing interests disclosureThis work received financial support from the European Union (FEDER funds) through Programa Operacional Factores de Competitividade – COMPETE and QREN, and from National Funds (Fundação para a Ciência e Tecnologia [FCT]) through grant numbers EXPL/DTP-EPI/0196/2012, FCOMP-01-0124-FEDER-027745,
PEst-C/EQB/LA0006/2013, UID/Multi/04378/2013 and NORTE-07-0124-FEDER-000066 and from an ESCMID research grant 2012. C Rodrigues was supported by a fellowship from FCT (SFRH/BD/84341/2012). The authors have no other relevant affiliations or financial involvement with any organization or entity with a financial interest in or financial conflict with the subject matter or materials discussed in the manuscript apart from those disclosed.
No writing assistance was utilized in the production of this manuscript.
Ethical conduct of researchThe authors state that they have obtained appropriate institutional review board approval or have followed the principles outlined in the Declaration of Helsinki for all human or animal experimental investigations. In addi-tion, for investigations involving human subjects, informed consent has been obtained from the participants involved.
ReferencesPapers of special note have been highlighted as:
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Escherichia coli
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Escherichia coli
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11 Rodrigues C, Machado E, Montenegro C, Peixe L, Novais Â. High diversity of extended-spectrum beta-lactamases among clinical isolates of Escherichia coli from Portugal. Presented at: 22nd European Congress of Clinical Microbiology and Infectious Diseases. London, UK, 31 March–3 April 2012.
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E. coli
14 Sousa C, Novais Â, Magalhães A, Lopes J, Peixe L. Diverse high-risk B2 and D Escherichia coli clones depicted by Fourier transform infrared spectroscopy. Sci. Rep. 3, 3278 (2013).
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Increase of E. coli clones producing CTX-M-types in a Portuguese hospital SHORT COMMUNICATION
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15 University of Warwick. MLST Databases at UoW. http://mlst.ucc.ie/mlst/dbs/Ecoli
16 PHYLOViZ. www.phyloviz.net/wiki/
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22 Ewers C, Bethe A, Stamm I et al. CTX-M-15-D-ST648 Escherichia coli from companion animals and horses: another pandemic clone combining multiresistance and extraintestinal virulence? J. Antimicrob. Chemother. 69(5), 1224–1230 (2014).
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24 Oteo J, Diestra K, Juan C et al. Extended-spectrum beta-lactamase-producing Escherichia coli in Spain belong to a large variety of multilocus sequence typing types, including ST10 complex/A, ST23 complex/A and ST131/B2. Int. J. Antimicrob. Agents 34(2), 173–176 (2009).
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26 Valverde A, Cantón R, Garcillan-Barcia MP et al. Spread of bla (CTX-M-14) is driven mainly by IncK plasmids disseminated among Escherichia coli phylogroups A, B1, and D in Spain. Antimicrob. Agents Chemother. 53(12), 5204–5212 (2009).
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CTX-M-15
CTX-M-1 CTX-M-14
CTX-M-2
TEM-52 SHV-12
CTX-M-32
CTX-M-79 CTX-M-9 2006-7 (n=43) 2010 (n=69)
Figure S1: Population structure of ESBL-producing E. coli. The minimum spanning tree shown was constructed on the basis of MLST allelic profiles by using Phyloviz1.0. Each circle corresponds to one sequence-type (ST), being its designation and the number of isolates shown inside it. Colors inside the circles represent different ESBL-types identified in the respective ST, as indicated in the upper right corner. STs belonging to known ST clonal complexes are surrounded by gray shading and designated in black. The links between circles indicated the number of allelic mismatches between STs.
B2-ST131
A-ST10
D-ST354
B2-ST28
A-ST168
B1-ST101
B1-ST205
A-ST23
B1-ST86
B1-ST155 D-ST648
D-ST117
(31)
(1)
(1) (2)
(2)
A
(1)
A
(2)
(1)
(3)
(1)
(1)
(1)
D
(1)
(2)
(2)
D
(1)
(1)
(2)
B1 (2)
B1
D
(1)
(1)
(1)
(2)
B1
(1)
B1
(2)
(3)
D-ST350
(1)
(34)
(1)
(1)
(1)
(1)
B1
(1)
(1)
(1)
(1)
(2)
(1)
(1)
D-ST648
B2-ST131
B1-ST155
A-ST23
B1-ST448
A-ST10
(1)
(34)
(1)
(1)
0
20
40
60
80
100
120
140
160
180
2001-04 2005-08 2009-12
Num
ber
of is
olat
es r
epor
ted
CTX-M-9
CTX-M-14
CTX-M-15
CTX-M-32
CTX-M-1
SHV-5
SHV-12
TEM-20 or -153
TEM-52
Figure S2. ESBL-producing E. coli isolates reported in non.clinical niches in Portugal in three time periods (2001-04, 2005-08 and 2009-12). E. coli ST clonal complexes identical to those identified in this study are shown (available only for 34/354 isolates in 6/25 studies). a One isolate co-producing TEM-20 (2005-08); b Two isolates co-producing TEM-52 (2001-04) or SHV-12 (2009-12).
a
b
B2-ST131 (n=5)
A-ST10 (n=6)
A-ST10 (n=3)
B2-ST131 (n=1) B2-ST131 (n=1)
A-ST10 (n=11) B1-ST155 (n=4) A-ST23 (n=1)
B1-ST155 (n=2)
D-ST354 (n=1) B1-ST101 (n=1) D-ST354 (n=1)
B1-ST101 (n=1)
3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
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References used to construct Figure S2:
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Jovens da Universidade do Porto (IJUP), Porto, Portugal, 2014.
2. Carneiro C, Araújo C, Goncalves A et al. Detection of CTX-M-14 and TEM-52 extended-
spectrum beta-lactamases in fecal Escherichia coli isolates of captive ostrich in Portugal.
Foodborne Pathog Dis. 7(8), 991-4 (2010).
3. Costa D, Poeta P, Brinas L et al. Detection of CTX-M-1 and TEM-52 beta-lactamases in
Escherichia coli strains from healthy pets in Portugal. J Antimicrob Chemother.54(5), 960-1
(2004).
4. Costa D, Poeta P, Saenz Y et al. Detection of Escherichia coli harbouring extended-spectrum
beta-lactamases of the CTX-M, TEM and SHV classes in faecal samples of wild animals in
Portugal. J Antimicrob Chemother. 58(6), 1311-2 (2006).
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lactamases in Escherichia coli isolates of pigs from a Portuguese intensive swine farm.
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137
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3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
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Occurrence of extended-spectrum β-lactamase (ESBL)-producing
Escherichia coli in Portuguese nursing homes: the identification of different B2-ST131 subclones (fimH30, fimH22)
Carla Rodrigues1, Elisabete Machado1,2, Sofia Fernandes1, Luísa Peixe1, Ângela Novais1*
1UCIBIO/REQUIMTE. Laboratório de Microbiologia, Faculdade de Farmácia,
Universidade do Porto, Porto, Portugal; 2FP-ENAS/CEBIMED. Faculdade de Ciências da
Saúde, Universidade Fernando Pessoa, Porto, Portugal.
Running title: CTX-M-producing B2-ST131 E. coli subclones in Portuguese nursing
homes
Keywords: colonization, CTX-M, B2-ST131, fimH subtypes, virotypes
*Corresponding author:
Ângela Novais REQUIMTE Researcher (Associate Laboratory).
Faculty of Pharmacy, University of Porto.
Rua Jorge Viterbo Ferreira 228, 4050-313 Porto Portugal.
Direct: (+351) 220 428 580;
Mobile: (+351) 966 228 110.
E-mail: [email protected]
Manuscript Final Draft
3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
140
Sir,
Nursing homes (NHs) residents are known to be reservoirs of multidrug-resistant (MDR)
bacteria, mainly due to their frequent hospitalizations, recurrent use of invasive medical devices and
antibiotic consumption (1). The rates of intestinal colonization with extended-spectrum β-lactamase
(ESBL)-producing Enterobacteriaceae (ESBL-E) among NH residents vary greatly depending on the
geographic region analysed (6-47%), while carbapenemase-producing Enterobacteriaceae (CPE)
have rarely been reported (0.05-0.4%) (2–8). CTX-M-producing Escherichia coli Sequence Type
(ST) 131 clone dominates by far the population of MDR Enterobacteriaceae colonizing the intestine
of NH residents (6), but detailed analysis of ST131 subclonal structure has been scarce. In Portugal,
ESBL-E (and particularly E. coli or Klebsiella pneumoniae clones producing CTX-M-15) are
endemic for several years (9–11), whereas CPE are quickly penetrating in diverse clinical settings,
and especially on susceptible populations (12). The aim of this work was to perform a pilot study to
assess the current faecal carriage rate of ESBL-E or CPE, and the corresponding clonal and subclonal
structure, among NH residents in Portugal.
Fresh rectal swabs from 20 residents (10 females and 10 males) at 4 NHs (5 residents per
NH) located in the North of Portugal (situated at median distance of 5-6 Km between them) were
collected in July 2014 and analysed. Eighty-five percent of residents were ≥65 years old, 70% were
previously hospitalized and all of them received antibiotic treatment during the three months
preceding sampling. Samples were suspended in 2 mL of saline and screened for Enterobacteriaceae
resistant to third-generation cephalosporins and/or carbapenems by seeding 0.2 mL of the suspension
on CHROMagar™ Orientation plates supplemented with vancomycin (4 mg/L) plus ceftazidime (1
mg/L) or ertapenem (0.25 mg/L), respectively, and further incubation (37ºC/24h) (13). Presumptive
Enterobacteriaceae isolates (oxidase negative, each different morphotype per plate) were selected for
further studies. ESBLs and/or carbapenemases were identified by DDST and Blue-Carba test,
respectively, PCR and sequencing (13). Susceptibility testing to non-β-lactam antibiotics was
performed by the disk diffusion method (http://www.eucast.org/clinical_breakpoints/) and
presumptive E. coli ESBL producers were identified by species-specific PCR (13). The clonal
structure of ESBL-producing E. coli was analysed by identification of E. coli phylogenetic groups and
3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
141
MLST (http://mlst.ucc.ie/mlst/dbs/Ecoli) (13). Subclonal typing of B2-ST131 isolates was performed
by PCR or PCR and sequencing of markers for O25b:H4, O16:H5, fimHTR allele and virulence genes
(ibeA-iroN-sat-afa/draBc-papG allele II/III-cnf1-hlyA-cdtB-K1) (13). Plasmid analysis included
replicon typing and subtyping (IncF plasmids) by PCR
(http://pubmlst.org/plasmid/primers/incF.shtml).
Intestinal colonization by ESBL-E was detected in 4/20 (20%) of the residents (Table 1).
Despite the low sample size, it is of relevance to point out the absence of CPE and an overall ESBL-E
colonization rate similar to that (24.5%) reported previously in our country in a larger sample
including NHs and long-term care facilities (11). However, the asymmetry observed between
institutions might uncover a different scenario (rates of colonization varied from 0% in NH1/NH2,
20% in NH3 and 60% in NH4). The four positive NH residents possessed recognized risk factors for
ESBL-E carriage such as previous antibiotic exposure (amoxicillin and clavulanic acid), and previous
hospitalization (at least two of them in the same hospital, L12 and L19). The overall rate of
colonization detected (20%) was higher than that reported in some European countries (6.2% in
Belgium and 9.9% in France), being only comparable to rates found in The Netherlands (20.6%) (2–
4).
All the ESBL producers were identified as E. coli producing CTX-M-15 (n=2; 2 samples) or
CTX-M-14 (n=2; 2 samples) from different residents (Table 1). The species and the ESBL-types
detected in our study are in line with the recent epidemiological trends in Portuguese hospitals (9),
and with other works conducted among NHs in different countries, including in Portugal (2,3,5,11).
All ESBL-producing E. coli identified belonged to the pandemic B2-ST131-O25b:H4 clone and
different lineages thereof (fimH30, fimH22) (Table 1). The fimH30 subclone producing CTX-M-15
(n=2) was identified in two residents from the same institution (NH4). It belonged to virotype C (sat),
presented a MDR pattern and harbored only N plasmid replicon (Table 1). This subclone corresponds
to the most worldwide disseminated within E. coli B2-ST131, including in Portugal (Novais Â,
unpublished results) (6). The fimH22 subclone producing CTX-M-14 was identified in residents from
NH3 and NH4, belonged to virotype D5 (ibeA, iroN, cnf1, hlyA), was resistant to different antibiotics
and carried a higher diversity of plasmid replicons (I1, HI2, ColE), including an F2:A-:B1 virulence
3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
142
plasmid (resembling pAPEC-O2-ColV, GenBank accession number AY545598) (Table 1) (14). This
subclone, less frequent than fimH30 and usually linked to community-acquired infections (6), is firstly
described in our country. Interestingly, B2-ST131-fimH30 virotypes A and B, previously associated
with NH residents, were not detected in our sample (6).
In summary, this pilot study among NH residents in our country confirmed the high carriage
rates (20%) of CTX-M-producing E. coli B2-ST131 in this setting, and highlighted colonization by
different subclones (O25b:H4-CTX-M-15-fimH30-virotype C and O25b:H4-CTX-M-14-fimH22-
virotype D5). Further studies exploring the dimension of this problem in other institutions and
including subclonal characterization of ST131 isolates are necessary to assess transmission dynamics
of the different ST131 subclones ultimately to support adequate public health measures.
Acknowledgments: We are grateful to the residents, the healthcare personnel and the management
board of the nursing homes that participated in this study.
Funding: This work received financial support from the European Union (FEDER funds
POCI/01/0145/FEDER/007728) and National Funds (FCT/MEC, Fundação para a Ciência e
Tecnologia and Ministério da Educação e Ciência) under the Partnership Agreement PT2020
UID/MULTI/04378/2013. CR and ÂN were supported by fellowships from FCT
(SFRH/BD/84341/2012 and SFRH/BPD/104927/2014, respectively).
Transparency declarations: Nothing to declare.
References:
1. Cassone M, Mody L. Colonization with Multidrug-Resistant Organisms in Nursing Homes:
Scope, Importance, and Management. Curr Geriatr Reports. 2015;4(1):87–95.
2. Jans B, Schoevaerdts D, Huang TD, Berhin C, Latour K, Bogaerts P, et al. Epidemiology of
Multidrug-Resistant Microorganisms among Nursing Home Residents in Belgium. PLoS One.
2013;8(5):1–8.
3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
143
3. Willemsen I, Nelson J, Hendriks Y, Mulders A, Verhoeff S, Mulder P, et al. Extensive
Dissemination of Extended Spectrum β-Lactamase–Producing Enterobacteriaceae in a Dutch
Nursing Home. Infect Control Hosp Epidemiol. 2015;36(4):394–400.
4. Cochard H, Aubier B, Quentin R, van der Mee-Marquet N. Extended-spectrum β-lactamase-
producing Enterobacteriaceae in French nursing homes: an association between high carriage
rate among residents, environmental contamination, poor conformity with good hygiene
practice, and putative resident-to-resident trans. Infect Control Hosp Epidemiol.
2014;35(4):384–9.
5. Luvsansharav UO, Hirai I, Niki M, Nakata A, Yoshinaga A, Yamamoto A, et al. Fecal
carriage of CTX-M β-lactamase-producing Enterobacteriaceae in nursing homes in the Kinki
region of Japan. Infect Drug Resist. 2013;6:67–70.
6. Nicolas-Chanoine MH, Bertrand X, Madec JY. Escherichia coli ST131, an intriguing clonal
group. Clin Microbiol Rev. 2014;27(3):543–74.
7. Mills J, Chapin K, Andrea S, Furtado G, Mermel L, Nordmann P, et al. Community and
Nursing Home Residents with Carbapenemase-Producing Klebsiella pneumoniae Infection.
Infect Control Hosp Epidemiol. 2011;32(6):629–31.
8. Cunha CB, Kassakian SZ, Chan R, Tenover FC, Ziakas P, Chapin KC, et al. Screening of
nursing home residents for colonization with carbapenem-resistant Enterobacteriaceae
admitted to acute care hospitals: Incidence and risk factors. Am J Infect Control [Internet].
2016;44(2):126–30.
9. Rodrigues C, Machado E, Pires J, Ramos H, Novais Â, Peixe L. Increase of widespread A, B1
and D Escherichia coli clones producing a high diversity of CTX-M-types in a Portuguese
hospital. Future Microbiol. 2015;10(7):1125–31.
10. Rodrigues C, Machado E, Ramos H, Peixe L, Novais Â. Expansion of ESBL-producing
Klebsiella pneumoniae in hospitalized patients: a successful story of international clones
(ST15, ST147, ST336) and epidemic plasmids (IncR, IncFIIK). Int J Med Microbiol.
2014;304(8):1100–8.
11. Gonçalves D, Cecílio P, Ferreira H. Nursing homes and long-term care facilities: reservoirs of
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CTX-M-15-producing Escherichia coli O25b-ST131 in Portugal. J Glob Antimicrob Resist.
2016;7:69–71.
12. Rodrigues C, Bavlovič J, Machado E, Amorim J, Peixe L, Novais Â. KPC-3-Producing
Klebsiella pneumoniae in Portugal Linked to Previously Circulating Non-CG258 Lineages and
Uncommon Genetic Platforms (Tn4401d-IncFIA and Tn4401d-IncN). Front Microbiol.
2016;7:1000.
13. Rodrigues C, Machado E, Fernandes S, Peixe L, Novais Â. An update on faecal carriage of
ESBL-producing Enterobacteriaceae by Portuguese healthy humans: detection of the H30
subclone of B2-ST131 Escherichia coli producing CTX-M-27. J Antimicrob Chemother.
2016;71(4):1120–2.
14. Skyberg JA, Johnson TJ, Johnson JR, Clabots C, Logue CM, Nolan LK. Acquisition of Avian
Pathogenic Escherichia coli Plasmids by a Commensal E. coli Isolate Enhances Its Abilities
To Kill Chicken Embryos, Grow in Human Urine, and Colonize the Murine Kidney. Infect
Immun. 2006;74(11):6287–92.
3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
145
Tabl
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3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
147
An update on faecal carriage of ESBL-producing Enterobacteriaceae by Portuguese healthy humans: detection of the H30 subclone of B2-
ST131 Escherichia coli producing CTX-M-27
Carla Rodrigues1, Elisabete Machado1,2, Sofia Fernandes1, Luísa Peixe1, Ângela Novais1*
1UCIBIO/REQUIMTE. Faculdade de Farmácia, Universidade do Porto, Porto, Portugal; 2FP-ENAS/CEBIMED. Faculdade de Ciências da Saúde, Universidade Fernando Pessoa,
Porto, Portugal.
Journal of Antimicrobial and Chemotherapy 2016; 71(4):1120-2.
Oxford University Press has authorized the reproduction of the final published PDF version of this
paper in this thesis through the License Agreement Number 4091970612880 on April 18, 2017.
3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
148
J Antimicrob Chemotherdoi:10.1093/jac/dkv443
An update on faecal carriage of ESBL-producing Enterobacteriaceae byPortuguese healthy humans: detectionof the H30 subclone of B2-ST131Escherichia coli producing CTX-M-27
Carla Rodrigues1, Elisabete Machado1,2,Sofia Fernandes1, Luısa Peixe1 and Angela Novais1*
1UCIBIO@REQUIMTE, Faculdade de Farmacia, Universidade doPorto, Porto, Portugal; 2FP-ENAS/CEBIMED, Faculdade de Ciencias daSaude, Universidade Fernando Pessoa, Porto, Portugal
*Corresponding author. Tel: +351-220-428-580; Fax: +351-222-003-977;E-mail: [email protected]
Sir,Multiple studies have documented increasing rates of intestinalcolonization by ESBL-producing Enterobacteriaceae (ESBL-E)in the community, with remarkable heterogeneity according tothe geographical region [Asia (2%–70%) and Africa (7%–31%)versus Europe (2%–12%)].1 CTX-M enzymes (mainly CTX-M-15or CTX-M-14) are predominant and observed mainly in diverseEscherichia coli genetic backgrounds.1 However, detailed charac-terization of E. coli isolates at clonal and subclonal levels is miss-ing, which is important to understand ecological and hostcolonization differences of specific pathogenic and/or MDR E. colilineages.2,3 In Portugal, a study conducted in healthy humans10 years ago revealed an ESBL-E carriage rate of 1.8%.4 In the con-text of current endemicity of ESBLs (especially CTX-M-15) and emer-gence of different carbapenemases in clinical settings,5,6 we aimedto assess the current faecal carriage rate and provide detailedmolecular data (clonal and plasmid subtyping) of ESBL- and/orcarbapenemase-producing Enterobacteriaceae in Portuguesehealthy humans.
Faecal samples from 199 randomly selected healthyhumans (aged .18 years) living in northern, central and south-ern regions of Portugal were collected between December 2013and May 2014. All participants provided written informed consentand completed a standardized questionnaire (Table S1, availableas Supplementary data at JAC Online). Samples (200 mL of a2 mL saline suspension of the rectal swab) were seeded ontoCHROMagarTM Orientation plates supplemented with vancomycin(4 mg/L) plus ceftazidime (1 mg/L) or ertapenem (0.25 mg/L) andincubated (378C for 24 h). All presumptive Enterobacteriaceae iso-lates (oxidase negative, approximately one to five unique morpho-types per plate) were further characterized. ESBL or carbapenemaseproduction was assessed by the double-disc synergy test orBlue-Carba, respectively, and further characterized by PCR andsequencing.5 Susceptibility to non-b-lactam antibiotics was
determined by the disc diffusion method (http://www.eucast.org/clinical_breakpoints/) and presumptive E. coli ESBL producers wereconfirmed by species-specific PCR. Population structure analysisperformed on representative ESBL-producing E. coli (according tomorphotype and antibiotic susceptibility pattern) included identifica-tion of E. coli phylogroups and virulence gene markers [extraintestinalE. coli and enteroaggregative E. coli (EAEC)] by PCR, XbaI-PFGE, MLST(http://mlst.warwick.ac.uk/mlst/dbs/Ecoli)5,7,8 and subclonal typingof B2-ST131 isolates (screening of O25b:H4, O16:H5, fimHTR alleleand Rx clade by PCR or PCR and sequencing).5,7,9 Plasmid analysisincluded replicon typing and subtyping (IncF plasmids), S1/I-CeuI-PFGE and hybridization (http://pubmlst.org/plasmid/primers/incF.shtml).4
ESBL producers were detected in 2% (4/199) of the samples andidentified as E. coli producing CTX-M-14 (n¼4) and CTX-M-27(n¼2), with the latter being reported for the first time in our coun-try, whereas carbapenemase producers were not detected. Theywere recovered from volunteers presenting potential risk factorsfor the acquisition of ESBL-E (Table S1).1 Interestingly, our studyrevealed a similar carriage rate of ESBL-E to that observed10 years ago in our country (1.8%, 2/113),4 in contrast to theincreasing proportions reported in other follow-up studies in neigh-bouring European countries [e.g. 2-fold in Spain (2003 versus 2007)or 11-fold in France (2006 versus 2011)].1,2 The CTX-M typesidentified in our study have been more frequently associated withclinical settings or human intestinal carriage in Asian countries andSpain,1,10 but they are also increasingly being detected in clinicalsettings (!20% of all ESBL-producing E. coli between 2010 and2013 versus ,5% in previous years) or non-clinical niches in ourcountry (data not shown).4,5
CTX-M-14-producing E. coli belonged to phylogroups A0 (n¼3,two samples) or D1 (n¼1, one sample) (Table 1). A0-E. coli isolateswere assigned to ST226, a clone previously associated with theEAEC pathotype (http://mlst.warwick.ac.uk/mlst/dbs/Ecoli), butspecific marker genes (astA, aggR and pCVD) were not detected.Its identification in two non-related participants suggests thatthis clone might be common in the human commensal flora(Table 1). The D1-E. coli isolate was assigned to ST59, exhibiting asimilar virulence gene content (fimH-papGI-papGII-sat-iutA-kpsMTII-K1-traT-malX-usp) and non-b-lactam resistance pattern(streptomycin) to that observed among CTX-M-14-producingE. coli of clinical origin from Spain.10 CTX-M-14 producers harbouredfour to seven different replicons with blaCTX-M-14 being locatedwithin an 80 kb IncK plasmid, a common platform circulating indifferent countries for years, including in Portugal (Table 1).4
CTX-M-27-producing E. coli isolates (n¼2, one sample)belonged to the worldwide-disseminated non-Rx H30 B2-ST131O25b:H4 subclone from virotype C (fimH-iha-traT-usp-sat-malX-fyuA-iutA-ompT-kpsMTII-K5)7,9 and presented an MDR pat-tern (Table 1). The blaCTX-M-27 gene was located in a 120 kbF1:A2:B20 plasmid, identified recently in commensal or clinicalST131 isolates in different countries.3,11 A high identity (PFGE,antibiotic resistance or virulence profiles, plasmids) was observedbetween these isolates and CTX-M-27 non-Rx H30 ST131 produ-cers recently emerging in different hospitals and communityclinical settings in our country (data not shown), suggesting a
# The Author 2016. Published by Oxford University Press on behalf of the British Society for Antimicrobial Chemotherapy. All rights reserved.For Permissions, please e-mail: [email protected]
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highly successful penetration of this ST131 subclone into ourpopulation. Highly homogeneous non-Rx H30 ST131-CTX-M-27isolates are also being increasingly reported in other Europeanand Asian countries, suggesting a wide diffusion probablyfavoured by globalization of human travel, globalization ofgoods and foods trade, and other unrecognized reasons.3,11,12
The absence of CTX-M-15-producing ST131 (and particularly theH30 Rx variant) in our sample might be explained by its apparentpreferential linkage to clinical settings in Portugal andelsewhere.5,7,9
Our study revealed an unexpected steady carriage rate of ESBLproducers in healthy humans in a 10 year period in our country,but a noteworthy enrichment of the human commensal flora incontemporary worldwide spread ESBLs (CTX-M-14-like enzymesencoded by common platforms) and clones (non-Rx H30 ST131,ST59). The dominance of particular E. coli subclones withenhanced transmissibility potential in the human intestinal com-mensal flora is worrying and needs to be monitored.
AcknowledgementsWe are very grateful to all persons who took part in this investigation,either as sample providers or recruiters. We are also grateful to LilianaSilva for the support in sample processing.
FundingThis work received financial support from the European Union (FEDER funds)through Programa Operacional Factores de Competitividade—COMPETE andQREN, and from National Funds (FCT) through projects PEst-C/EQB/LA0006/2013, UID/Multi/04378/2013 and NORTE-07-0124-FEDER-000066. C. R. andA. N. were supported by fellowships from FCT (SFRH/BD/84341/2012 andSFRH/BPD/104927/2014, respectively).
Transparency declarationsNone to declare.
Supplementary dataTable S1 is available as Supplementary data at JAC Online (http://jac.oxfordjournals.org/).
References1 Woerther PL, Burdet C, Chachaty E et al. Trends in human fecal carriageof extended-spectrum b-lactamases in the community: toward the glo-balization of CTX-M. Clin Microbiol Rev 2013; 26: 744–58.
2 Nicolas-Chanoine MH, Gruson C, Bialek-Davenet S et al. 10-Fold increase(2006–11) in the rate of healthy subjects with extended-spectrumb-lactamase-producing Escherichia coli faecal carriage in a Parisiancheck-up centre. J Antimicrob Chemother 2013; 68: 562–8.
3 Zhong YM, Liu WE, Liang XH et al. Emergence and spread of O16-ST131and O25b-ST131 clones among faecal CTX-M-producing Escherichia coli inhealthy individuals in Hunan Province, China. J Antimicrob Chemother2015; 70: 2223–7.
4 Machado E, Coque TM, Canton R et al. Commensal Enterobacteriaceaeas reservoirs of extended-spectrum b-lactamases, integrons, and sulgenes in Portugal. Front Microbiol 2013; 4: 80.Ta
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5 Rodrigues C, Machado E, Pires J et al. Increase of widespread A, B1 and DEscherichia coli clones producing a high diversity of CTX-M-types in aPortuguese hospital. Future Microbiol 2015; 10: 1125–31.
6 Manageiro V, Ferreira E, Almeida J et al. Predominance of KPC-3 in a sur-vey for carbapenemase-producing Enterobacteriaceae in Portugal.Antimicrob Agents Chemother 2015; 59: 3588–92.
7 Nicolas-Chanoine MH, Bertrand X, Madec JY. Escherichia coli ST131, anintriguing clonal group. Clin Microbiol Rev 2014; 27: 543–74.
8 Campos J, Gil J, Mourao J et al. Ready-to-eat street-vended food as apotential vehicle of bacterial pathogens and antimicrobial resistance:an exploratory study in Porto region, Portugal. Int J Food Microbiol2015; 206: 1–6.
9 Banerjee R, Robicsek A, Kuskowski MA et al. Molecular epidemiology ofEscherichia coli sequence type 131 and its H30 and H30-Rx subclonesamong extended-spectrum-b-lactamase-positive and -negative E. coli
clinical isolates from the Chicago region, 2007 to 2010. AntimicrobAgents Chemother 2013; 57: 6385–8.
10 Mora A, Blanco M, Lopez C et al. Emergence of clonal groupsO1:HNM-D-ST59, O15:H1-D-ST393, O20:H34/HNM-D-ST354, O25b:H4-B2-ST131 and ONT:H21,42-B1-ST101 among CTX-M-14-producingEscherichia coli clinical isolates in Galicia, northwest Spain. Int JAntimicrob Agents 2011; 37: 16–21.
11 Blanc V, Leflon-Guibout V, Blanco J et al. Prevalence of day-care centrechildren (France) with faecal CTX-M-producing Escherichia coli comprisingO25b:H4 and O16:H5 ST131 strains. J Antimicrob Chemother 2014; 69:1231–7.
12 Matsumura Y, Johnson JR, Yamamoto M et al. CTX-M-27- andCTX-M-14-producing, ciprofloxacin-resistant Escherichia coli of the H30subclonal group within ST131 drive a Japanese regional ESBL epidemic.J Antimicrob Chemother 2015; 70: 1639–49.
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Importation of fosfomycin resistance fosA3 gene to Europe
Ana Constança Mendes1,2, Carla Rodrigues1, João Pires1, José Amorim3,
Helena Ramos2, Ângela Novais1,4*, Luísa Peixe1,4*
1UCIBIO/REQUIMTE, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal; 2Centro Hospitalar do Porto, Porto, Portugal; 3Botelho Moniz Análises Clínicas (BMAC),
Santo Tirso, Portugal
Emerging Infectious Diseases 2016; 22(2):346-8.
Open Access Journal.
3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
152
Appendix Table, http://wwwnc.cdc.gov/EID/article/22/2/ 15-1292-Techapp1.pdf).). P. falciparum infection was de-tected in 2 Anopheles species: 1 (12.5%) of 8 An. ininii and 1 (5.0%) of 19 An. nuneztovari s.l. mosquitoes collected; P. vivax infection was found in 1 (5.5%) of 19 An. nunezt-ovari s.l. mosquitoes.
In September 2013, another malaria outbreak occurred 3 weeks after the deployment of 15 soldiers in Dagobert (4.06028°N, -53.70667°E; Figure). The attack rate among these soldiers was 53.3% (8/15): 7 P. vivax infections and 1 co-infection with P. vivax and P. falciparum. Mosqui-toes were collected 3 months later by using human landing catches during 5 consecutive days. The area had been free of illegal gold mining activities since the 15 soldiers were deployed. A total of 321 Anopheles mosquitoes were col-lected in this location; 95.6% were identified as the same 4 species as in the Eau Claire mosquito collection (on-line Technical Appendix Table). Only 1 specimen (0.4%, 1/282), An. darlingi mosquito, was infected with P. vivax.
These results suggest a high level of malaria transmis-sion involving An. darlingi and other Anopheles species as primary vectors of malaria in the rainforest. The findings probably highlight malaria hyperendemicity in communi-ties of undocumented gold miners, who are often mobile and pose a challenge for controlling malaria and other in-fectious diseases in the region. Indeed, these gold miners could reintroduce malaria in areas where competent vectors exist in the coastal part of French Guiana and in Surinam and Brazil, which border French Guiana. This potential for transmission could seriously threaten the success of ma-laria elimination programs in the Guiana Shield. Further studies are needed to better evaluate malaria epidemiology in these undocumented populations to determine how best to adapt strategies to control malaria transmission in this subregion of South America.
AcknowledgmentsWe thank military physicians who participated in malaria epidemiologic surveillance in French Guiana and France during 2008–2014, especially E. de Parseval, N. Barthes, J.-P. Boudsocq, C. Ilcinkas, P.-A. Poutou, G. Samy, E. Martinez, F.-X. Le Flem, and C. Marchand. We also thank P. Gaborit, R. Carinci, and J. Issaly for their support in the entomologic studies.
References 1. Ardillon V, Carvalho L, Prince C, Abboud P, Djossou F.
Bilans 2013 et 2014 de la situation du paludisme en Guyane. Bulletin de veille sanitaire Antilles–Guyane. 2015 [cited 2015 Jul 15]. p. 16–20. http://www.invs.sante.fr/fr/Publications-et-outils/Bulletin-de-veille-sanitaire/Tous-les-numeros/Antilles-Guyane/Bulletin-de-veille-sanitaire-Antilles-Guyane.-n-1-Janvier-2015
2. Musset L, Pelleau S, Girod R, Ardillon V, Carvalho L, Dusfour I, et al. Malaria on the Guiana Shield: a review of the situation in French Guiana. Mem Inst Oswaldo Cruz. 2014;109:525–33. http://dx.doi.org/10.1590/0074-0276140031
3. Carme B. Substantial increase of malaria in inland areas of eastern French Guiana. Trop Med Int Health. 2005;10:154–9. http://dx.doi.org/10.1111/j.1365-3156.2004.01365.x
4. Berger F, Flamand C, Musset L, Djossou F, Rosine J, Sanquer MA, et al. Investigation of a sudden malaria outbreak in the isolated Amazonian village of Saul, French Guiana, January–April 2009. Am J Trop Med Hyg. 2012;86:591–7. http://dx.doi.org/10.4269/ajtmh.2012.11-0582
5. Migliani R, Pradines B, Michel R, Aoun O, Dia A, Deparis X, et al. Malaria control strategies in French armed forces. Travel Med Infect Dis. 2014;12:307–17. http://dx.doi.org/ 10.1016/j.tmaid.2014.05.008
6. Queyriaux B, Texier G, Ollivier L, Galoisy-Guibal L, Michel R, Meynard JB, et al. Plasmodium vivax malaria among military personnel, French Guiana, 1998–2008. Emerg Infect Dis. 2011;17:1280–2. http://dx.doi.org/10.3201/eid1707.100009
7. Floch H, Abonnenc E. Anophèles de la Guyane Française. Arch Inst Pasteur Guyane. 1951;236:1–92.
8. Beebe NW, Saul A. Discrimination of all members of the Anopheles punctulatus complex by polymerase chain reaction– restriction fragment length polymorphism analysis. Am J Trop Med Hyg. 1995;53:478–81.
9. Snounou G, Viriyakosol S, Zhu XP, Jarra W, Pinheiro L, do Rosario VE, et al. High sensitivity of detection of human malaria parasites by the use of nested polymerase chain reaction. Mol Biochem Parasitol. 1993;61:315–20. http://dx.doi.org/10.1016/ 0166-6851(93)90077-B
10. Vezenegho SB, Adde A, Gaborit P, Carinci R, Issaly J, Pommier de Santi V, et al. Mosquito magnet® liberty plus trap baited with octenol confirmed best candidate for Anopheles surveillance and proved promising in predicting risk of malaria transmission in French Guiana. Malar J. 2014;13:384. http://dx.doi.org/10.1186/1475-2875-13-384
Address for correspondence: Vincent Pommier de Santi, Military Center for Epidemiology and Public Health, Camp Militaire de Sainte Marthe,
BP 40026, 13568 Marseille CEDEX 02, France; email: [email protected]
Importation of Fosfomycin Resistance fosA3 Gene to Europe
Ana C. Mendes, Carla Rodrigues, João Pires, José Amorim, Maria Helena Ramos, Ângela Novais,1 Luísa Peixe1
Author affiliations: Universidade do Porto, Porto, Portugal (A.C. Mendes, C. Rodrigues, J. Pires, Â. Novais, L. Peixe); Centro Hospitalar do Porto, Porto (A.C. Mendes, M.H. Ramos); Botelho Moniz Análises Clínicas, Santo Tirso, Portugal (J. Amorim)
DOI: http://dx.doi.org/10.3202/eid2202.151301
To the Editor: The wide spread of Enterobacteriaceae resistant to last-resource therapeutic options, including
346 Emerging Infectious Diseases • www.cdc.gov/eid • Vol. 22, No. 2, February 2016
LETTERS
1These authors contributed equally to this article.
3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
153
extended-spectrum β-lactams, fluoroquinolones, and ami-noglycosides, has re-ignited interest in old antimicrobial drugs, such as fosfomycin (1). Fosfomycin resistance rates are generally low (<10%) but substantially higher when carbapenemase producers are considered (15%–34%) (1–3). Resistance phenotypes have been more thoroughly investigated in Escherichia coli and linked to chromosom-al mutations in the target (murA) or transporter (glpT and uhpT) genes or less frequently to plasmid-mediated fosfo-mycin resistance genes (fosA, fosB, fosC) encoding gluta-thione S-transferases that inactivate the drug (4). fosA3 is the most prevalent gene variant, disseminated mainly in E. coli isolates from clinical and nonclinical origins (healthy persons, companion and food animals) in countries in Asia (China, South Korea, and Japan) (2–6) and only recently in a migratory bird in Europe (7). We investigated the oc-currence and molecular features of 43 fosfomycin-resis-tant Enterobacteriaceae isolates (21 E. coli, 21 Klebsiella pneumoniae, and 1 Morganella morganii). These isolates were identified among 461 third-generation cephalosporin-resistant Enterobacteriaceae isolates from a community laboratory in northern Portugal during a 13-month period (August 2012–August 2013).
We screened for carriage of plasmidborne fosfomycin resistance genes (fosA, fosA3, fosB, fosC2) by PCR and sequencing (2,5). Chromosomal mutations in murA, glpT, and uhpT were investigated for 9 representative E. coli isolates (8) and 7 representative K. pneumoniae isolates with variable MICs to fosfomycin (>64 mg/L) by PCR and comparison of sequences with reference wild-type strains (E. coli ATCC25922 and K. pneumoniae type strain JCM1662) (8; this study). Fosfomycin-resistant isolates represented 9.3% (43/461) of the collection surveyed dur-ing the study period, which is in line with rates reported for clinical isolates from other countries (2,3). Bacterial identification and antimicrobial drug susceptibility testing to β-lactams and non–β-lactams were performed by auto-mated methods and further confirmed by disk diffusion and agar dilution (for fosfomycin, MIC cutoff 32 mg/L) according to European Committee on Antimicrobial Sus-ceptibility Testing guidelines (http://www.eucast.org). We screened blaESBL genes (blaCTX-M, blaTEM, blaSHV) by PCR and sequencing (9).
One (2.3%) of 43 E. coli isolates carried fosA3, blaCTX-M-15, and blaTEM-1 and contained mutations in GlpT (L297F, T348N, Q443E, E444Q) and UhpT (E350Q) (GenBank accession nos. KT832798 and KT832797, re-spectively), most of which were previously associated with fosfomycin resistance (8). This isolate was detected in a urine sample from a 61-year-old man who had a clini-cal history of chronic prostatitis and was associated with a urinary tract infection (UTI) acquired after travel to Asia (China, Philippines). aac-6’-lb-cr, blaOXA-I, and rmtB
genes were negative by PCR. This isolate exhibited fos-fomycin MIC >256 mg/L and was concomitantly resistant to cefotaxime, cefepime, aztreonam, ciprofloxacin, gen-tamicin, kanamycin, netilmycin, streptomycin, sulphon-amide, tetracycline, tobramycin, and trimethoprim but not to carbapenems, amoxicillin/clavulanic acid, or cefoxi-tin. In other E. coli isolates, fosfomycin resistance phe-notypes were linked to mutations in transporter proteins UhpT (8 isolates, E350Q) and GlpT (3 isolates, premature stop codons resulting in truncated proteins of 45, 134, or 442 aminoacids [GenBank accession nos. KT832799, KT832800, and KT832801, respectively]); however, no amino acid changes were detected in K. pneumoniae iso-lates. The detection of fosA3 in a clinical E. coli isolate in Europe is alarming because of its association with blaCTX-M-15, which is highly disseminated in Portugal and other European Union countries (9), whereas fosfomycin is increasingly being used to treat UTIs caused by extend-ed-spectrum β-lactams–producing E. coli (1).
Strain typing (identification of E. coli phylogroups and multilocus sequence typing; http://mlst.warwick.ac.uk/mlst/) revealed that this isolate belonged to phylogenetic group D1 and the sequence type 393 clone (9). This clone was not previously detected among fosA3-carrying isolates (3,4), but it is distributed worldwide (including Asia) linked to community-acquired UTI and multidrug resistance patterns (9).
Conjugative assays (solid/broth mating at 24°C/37°C using E. coli Hb101 azide and kanamycin resistant as recipient) and plasmid typing assessed by PCR-based replicon typing, IncFII typing formula (FAB), I-CeuI pulsed-field gel electrophoresis, and hybridization (5) showed that both fosA3 and blaCTX-M-15 were co-located in a conjugative F2:A-:B- plasmid (transconjugant MIC to fosfomycin >256 mg/L). Moreover, the genetic en-vironment of fosA3 was assessed by PCR mapping and sequencing (2,6), showing a composite transposon con-taining an insertion sequence 26 323 bp upstream fosA3; the orf1, orf2, and orf3 genes (homologous to regulatory ones in K. pneumoniae 342); and an insertion sequence (IS) 26 downstream (GenBank accession no. KT734860). The genetic platform (IS26 composite transposon) and the IncFII plasmid variant (F2:A-:B-) are main vehicles for disseminating fosA3 among clinical isolates, companion and food animals in Asian countries (3,5,6), or blaCTX-M-15 worldwide (10). Thus, epidemiologic and molecular data suggest that the detection of fosA3 in a clinical isolate in Europe is associated with a travel-related infection ac-quired after international travel to Asia. The acquisition of fosA3 by a successful clone and an efficient resistance plasmid, which might entail subsequent dissemination and alerts to the need of close monitoring of fosfomycin resistant isolates, is of particular concern.
Emerging Infectious Diseases • www.cdc.gov/eid • Vol. 22, No. 2, February 2016 347
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3.1. Multi-niche dispersal of contemporary antibiotic resistance genetic backgrounds associated with Escherichia coli from human origin
154
This work received financial support from European Union FEDER (Fundo Europeu de Desenvolvimento Regional) funds through COMPETE (Programa Operacional Fatores de Competi-tividade), and National Funds (Fundação para a Ciência e Tec-nologia) through project UID/Multi/04378/2013. The work also received financial support from the European Union (FEDER funds) under the framework of QREN (Quadro de Referência Estratégica Nacional through project NORTE-07-0124-FED-ER-000066. C.R. and Â.N. were supported by fellowships from Fundação para a Ciência e Tecnologia (SFRH/BD/84341/2012 and SFRH/BPD/104927/2014, respectively).
References 1. Giske CG. Contemporary resistance trends and mechanisms
for the old antibiotics colistin, temocillin, fosfomycin, mecillinam and nitrofurantoin. Clin Microbiol Infect. 2015;21:899–905. http://dx.doi.org/10.1016/j.cmi.2015.05.022
2. Lee SY, Park YJ, Yu JK, Jung S, Kim Y, Jeong SH, et al. Prevalence of acquired fosfomycin resistance among extended-spectrum beta-lactamase–producing Escherichia coli and Klebsiella pneumoniae clinical isolates in Korea and IS26-composite transposon surrounding fosA3. J Antimicrob Chemother. 2012;67:2843–7. http://dx.doi.org/10.1093/jac/dks319
3. Ho PL, Chan J, Lo WU, Lai EL, Cheung YY, Lau TC, et al. Prevalence and molecular epidemiology of plasmid-mediated fosfomycin resistance genes among blood and urinary Escherichia coli isolates. J Med Microbiol. 2013;62:1707–13. http://dx.doi.org/ 10.1099/jmm.0.062653-0
4. Sato N, Kawamura K, Nakane K, Wachino J, Arakawa Y. First detection of fosfomycin resistance gene fosA3 in CTX-M-producing Escherichia coli isolates from healthy individuals in Japan. Microb Drug Resist. 2013;19:477–82. http://dx.doi.org/10.1089/mdr.2013.0061
5. Hou J, Huang X, Deng Y, He L, Yang T, Zeng Z, et al. Dissemination of the fosfomycin resistance gene fosA3 with CTX-M beta-lactamase genes and rmtB carried on IncFII plasmids among Escherichia coli isolates from pets in China. Antimicrob Agents Chemother. 2012;56:2135–8. http://dx.doi.org/10.1128/AAC.05104-11
6. Ho PL, Chan J, Lo WU, Law PY, Li Z, Lai EL, et al. Dissemination of plasmid-mediated fosfomycin resistance fosA3 among multidrug-resistant Escherichia coli from livestock and other animals. J Appl Microbiol. 2013;114:695–702. http://dx.doi.org/ 10.1111/jam.12099
7. Villa L, Guerra B, Schmoger S, Fischer J, Helmuth R, Zong Z, et al. IncA/C plasmid carrying blaNDM-1, blaCMY-16, and fosA3 in a Salmonella enterica serovar Corvallis strain isolated from a migratory wild bird in Germany. Antimicrob Agents Chemother. 2015;59:6597–600. http://dx.doi.org/10.1128/AAC.00944-15
8. Takahata S, Ida T, Hiraishi T, Sakakibara S, Maebashi K, Terada S, et al. Molecular mechanisms of fosfomycin resistance in clinical isolates of Escherichia coli. Int J Antimicrob Agents. 2010;35:333–7. http://dx.doi.org/10.1016/j.ijantimicag.2009.11.011
9. Rodrigues C, Machado E, Pires J, Ramos H, Novais Â, Peixe L. Increase of widespread A, B1 and D Escherichia coli clones producing a high-diversity of CTX-M-types in a Portuguese hospital. Future Microbiol. 2015;10:1125–31. http://dx.doi.org/ 10.2217/fmb.15.38
10. Coque TM, Novais A, Carattoli A, Poirel L, Pitout J, Peixe L, et al. Dissemination of clonally related Escherichia coli strains express-ing extended-spectrum beta-lactamase CTX-M-15. Emerg Infect Dis. 2008;14:195–200. http://dx.doi.org/10.3201/eid1402.070350
Address for correspondence: Ângela Novais, UCIBIO/REQUIMTE Researcher, Laboratory of Microbiology, Faculty of Pharmacy, University of Porto. Rua Jorge Viterbo Ferreira no. 228 4050-313, Porto, Portugal; email: [email protected]
Mycoplasma pneumoniae Monoclonal P1 Type 2c Outbreak, Russia, 2013
Inna Edelstein, Svetlana Rachina, Arabella Touati, Roman Kozlov, Nadège Henin, Cécile Bébéar, Sabine PereyreAuthor affiliations: Smolensk State Medical University of Ministry of Health of Russian Federation, Smolensk, Russian Federation (I. Edelstein, R. Kozlov); Inter-regional Association for Clinical Microbiology & Antimicrobial Chemotherapy, Smolensk (S. Rachina); University of Bordeaux, Bordeaux, France (A. Touati, N. Henin, C. Bébéar, S. Pereyre); Institut National de la Recherche Agronomique, Bordeaux (A. Touati, N. Henin, C. Bébéar, S. Pereyre); Bordeaux University Hospital, Bordeaux (C. Bébéar, S. Pereyre)
DOI: http://dx.doi.org/10.3201/eid2202.151349
To the Editor: Mycoplasma pneumoniae is a major cause of respiratory infections among children and young adults and is responsible for up to 40% of all community-acquired pneumonia. In 2011, an epidemic of M. pneu-moniae infection was reported in several countries in Eu-rope and Asia and in Israel that primarily involved adhesin P1 type 1 strains and only a few P1 type 2 strains (1,2). The spread of M. pneumoniae was polyclonal (1–3), except in a few semiclosed settings, such as schools (4). Recently, a new adhesin P1 type 2 variant, named 2c, was reported (5,6) and accounted for 8.3% of 96 M. pneumoniae–posi-tive samples in Germany (7).
In 2013, an increase in the number of community-acquired pneumonia cases was reported in children and their adult contacts from 2 towns in Russia separated by 45 km, Ozerniy and Duchovshina, during Janu-ary–March and October–November, respectively. To characterize the outbreak in Ozerniy, we collected 13 throat swabs from 9 symptomatic children and 4 asymp-tomatic adults who were the parents or grandparents of the affected children. All children attended the same school and were treated in the same district hospital as inpatients or outpatients. In Duchovshina, throat swab samples were collected from 17 children and 2 adults. The children attended the same school, and the pre-school-aged children visited the same daycare center 1 km away. One adult patient was the first aid driver who
348 Emerging Infectious Diseases • www.cdc.gov/eid • Vol. 22, No. 2, February 2016
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Chapter 3 – Results and discussion
155
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
3.2.1. Expansion of ESBL-producing Klebsiella pneumoniae in hospitalized
patients: a successful story of international clones (ST15, ST147, ST336)
and epidemic plasmids (IncR, IncFIIK).
3.2.2. KPC-3-Producing Klebsiella pneumoniae in Portugal linked to previously
circulating non-CG258 lineages and uncommon genetic platforms
(Tn4401d-IncFIA and Tn4401d-IncN).
3.2.3. Detection of VIM-34, a novel VIM-1 variant identified in the
intercontinental ST15 Klebsiella pneumoniae clone.
3.2.4. High rates of long-term care facilities (LTCFs) residents colonized with
multidrug resistant Klebsiella pneumoniae lineages frequently causing
infections in Portuguese clinical institutions.
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
157
Expansion of ESBL-producing Klebsiella pneumoniae in hospitalized
patients: a successful story of international clones (ST15, ST147, ST336) and epidemic plasmids (IncR, IncFIIK)
Carla Rodrigues1,2, Elisabete Machado1,2, Helena Ramos3, Luísa Peixe1, Ângela Novais1*
1REQUIMTE. Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal; 2CEBIMED/FP-ENAS, Faculdade de Ciências da Saúde, Universidade Fernando Pessoa,
4249-004 Porto, Portugal; 3Centro Hospitalar do Porto - Hospital Geral de Santo António,
4099-001 Porto, Portugal.
International Journal of Medical Microbiology 2014; 304(8):1100-8
Elsevier has authorized the reproduction of the final published PDF version of this paper in this
thesis through the License Agreement Number 4091970737220 on April 18, 2017.
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
158
International Journal of Medical Microbiology 304 (2014) 1100–1108
Contents lists available at ScienceDirect
International Journal of Medical Microbiology
j ourna l ho me page: www.elsev ier .com/ locate / i jmm
Expansion of ESBL-producing Klebsiella pneumoniae in hospitalizedpatients: A successful story of international clones (ST15, ST147,ST336) and epidemic plasmids (IncR, IncFIIK)
Carla Rodriguesa,b, Elisabete Machadoa,b, Helena Ramosc, Luísa Peixea, Ângela Novaisa,∗
a REQUIMTE, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugalb CEBIMED/FP-ENAS, Faculdade de Ciências da Saúde, Universidade Fernando Pessoa, 4249-004 Porto, Portugalc Centro Hospitalar do Porto – Hospital Geral de Santo António, 4099-001 Porto, Portugal
a r t i c l e i n f o
Article history:Received 3 June 2014Received in revised form 31 July 2014Accepted 4 August 2014
Keywords:Multi-level epidemiologyMLSTHigh-risk clonesCTX-M-15SHV ESBLTEM-10
a b s t r a c t
The aim of this study was to characterize by a multi-level approach extended-spectrum !-lactamase(ESBL)-producing Enterobacteriaceae isolates other than E. coli from Portuguese hospitals. Eighty-eightESBL-producing clinical isolates (69 Klebsiella pneumoniae, 13 Enterobacter cloacae complex, 3 Klebsiellaoxytoca, 1 Enterobacter asburiae, 1 Proteus mirabilis and 1 Serratia marcescens) recovered from hospitalslocated in the North (A) or Centre (B, C) regions during two time periods (2006–7 and 2010) were analyzed.Standard methods were used for bacterial identification, antibiotic susceptibility testing, ESBL character-ization, clonal (PFGE, MLST) and plasmid (S1-PFGE, I-CeuI-PFGE, replicon typing, hybridization) analysis.Isolates produced mostly CTX-M-15 (47%) or SHV-12 (30%), and less frequently other SHV- (15%; SHV-2,-5, -28, -55, -106) or TEM- (9%; TEM-10, -24, -199)-types, with marked local and temporal variations.The increase of CTX-M-15 and diverse SHV ESBL-types observed in Hospital A was associated with theamplification of multidrug-resistant (MDR) K. pneumoniae epidemic clones (ST15, ST147, ST336). SHV-12and TEM-type ESBLs were mostly identified in diverse isolates of different Enterobacteriaceae species inHospitals B and C in 2006–7. Particular plasmid types were linked to blaCTX-M-15 (IncR or non-typeableplasmids), blaSHV-12 (IncR or IncHI2), blaSHV-28/-55/-106 (IncFIIK1 or IncFIIK5), blaTEM-10 (IncL/M) or blaTEM-24
(IncA/C), mostly in epidemic clones. In our country, the amplification of CTX-M-15 and diverse SHV-typeESBL among non-E. coli Enterobacteriaceae is linked to international MDR K. pneumoniae clones (ST15,ST147, ST336) and plasmid types (IncR, IncFIIK). Furthermore, we highlight the potential of IncFIIK plas-mids (here firstly associated with blaSHV-2/-28/-55/-106) to disseminate as antibiotic resistance plasmids.
© 2014 Elsevier GmbH. All rights reserved.
Introduction
Extended-spectrum-!-lactamase (ESBL)-producing Enterobac-teriaceae are amongst the most frequent pathogens involved innosocomial infections worldwide, with Enterobacteriaceae speciesother than Escherichia coli (especially Klebsiella pneumoniae) beingincreasingly reported in the last years (http://www.cdc.gov/drugresistance/threat-report2013/; http://www.ecdc.europa.eu/en/publications/Publications/healthcare-associated-infections-antimicrobial-use-PPS.pdf). Studies on molecular epidemiology
∗ Corresponding author at: REQUIMTE, Faculty of Pharmacy, University of Porto,Rua Jorge Viterbo Ferreira, 228, 4050-313 Porto, Portugal. Tel.: +351 220 428 580;mobile: +351 966 228 110.
E-mail address: [email protected] (Â. Novais).
of ESBL-producing isolates from Enterobacteriaceae species otherthan E. coli are needed, particularly under a multi-level epidemi-ological perspective, which is considered essential to understandtrans-hierarchical evolutionary changes in antibiotic resistantpopulations and ultimately to establish appropriate controlinterventions (Baquero and Coque, 2011). Most of the studieson antibiotic resistant K. pneumoniae isolates are focused onthe characterization of carbapenemase producers (KPC, NDM,VIM and OXA-48), where different clonal groups or clonalcomplexes (e.g. CG15, CG17, CG258 or CC147) and epidemicplasmids (IncF, IncN, IncA/C, IncL/M) have been implicated intheir worldwide spread (Baraniak et al., 2013; Breurec et al.,2013; Carattoli, 2013). For other non-E. coli species producingESBLs, molecular epidemiological data are mostly focused onparticular outbreak situations (Coque et al., 2008; Novais et al.,2010).
http://dx.doi.org/10.1016/j.ijmm.2014.08.0031438-4221/© 2014 Elsevier GmbH. All rights reserved.
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
159
C. Rodrigues et al. / International Journal of Medical Microbiology 304 (2014) 1100–1108 1101
Tab
le
1Ep
idem
iolo
gica
l dat
a
of
ESB
L-p
rod
uci
ng
Ente
roba
cter
iace
ae
oth
er
than
E.
coli
reco
vere
d
from
Port
ugu
ese
hos
pit
als
in
two
dif
fere
nt
tim
e
per
iod
s
(200
6–
7
and
201
0).
ESB
L
(no.
)
Spec
ies
(no.
)
PFG
E-ty
pe/
MLS
T(n
o.)
Plas
mid
con
ten
t
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e
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)
(In
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fam
ily)
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riod
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le
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)
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acta
m
Res
ista
nce
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otyp
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ted
wit
hbl
a ESB
L
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er
CTX
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1)
K. p
neu
mon
iae
(38
)
Kp
1/S
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6
(31
)
70–
26
0e(N
T)
90–
16
0
(FII
K8) +
35
eA
2
Uri
ne
(27
),b
lood
(3),
exu
dat
e
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K),
(CIP
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(CLO
),
(GEN
),
(KA
N),
(NA
L), (
NET
),
(NIT
),
STR
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L,
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(TO
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60
(R)
300
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Uri
ne
(4),
un
know
n
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, (C
LO),
GEN
, KA
N, N
AL,
(NET
),
(NIT
),ST
R, S
UL,
(TET
),
TMP,
TOB
Kp
14
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4
(1)
70
(R)
19
0
(FII
K)
A
2
Exu
dat
e
CIP
, CLO
, GEN
, NA
L,
STR
, SU
L,
TET,
TMP
Kp
13
/–
(1)
85
(FII
)
200
(FII
K8) +
45
A
2
Uri
ne
CIP
, GEN
, KA
N, N
AL,
NIT
, STR
, SU
L,
TET,
TMP,
TOB
E.
cloa
cae
com
ple
x
(2)
Ecl3
/–
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80
(FII
) +
19
0
+
33
0
B, C
1
Uri
ne
CIP
, GEN
, KA
N, N
AL,
NET
, TET
, TO
BK
. oxy
toca
(1)
Ko1
/–
100
(FII
)
200
+
50
A
2
Spu
tum
CIP
, GEN
, KA
N, N
AL,
NIT
, SU
L,
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, TET
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(26
)
K. p
neu
mon
iae
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)
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Uri
ne
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od(2
),
un
know
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)
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K),
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LO),
(GEN
),
(KA
N),
NA
L,(N
ET),
(NIT
),
STR
, (SU
L), (
TET)
, (TM
P),
(TO
B)
Kp
5/S
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(1)
70
(R)
16
0
+
13
5
A
2
Spu
tum
CIP
, NA
L,
STR
, SU
L,
TMP
Kp
9/–
(1)
70
(R)
50
A
1
Un
know
n
CIP
, CLO
, GEN
, KA
N, N
AL,
NET
, STR
,SU
L,
TET,
TMP,
TOB
Kp
7/–
(2)
38
0
(HI2
)
–
B
1
Uri
ne,
spu
tum
(AM
K),
CIP
, (C
LO),
GEN
, KA
N, N
AL,
(STR
),
SUL,
(TET
),
TOB
Kp
8/–
(1)
35
0
(HI2
)
–
B
1
Spu
tum
AM
K, C
IP, C
LO, G
EN, K
AN
, NA
L,
STR
,SU
L,
TET,
TMP,
TOB
Kp
10/
–
(1)
18
0
(HI2
)
25
0
+
14
0
(FII
K5)
B
1
Exu
dat
e
KA
N, S
UL,
TOB
E.
cloa
cae
com
ple
x
(11
)Ec
l1/–
(7)
400
(HI2
)
12
0
(I1
) +
50
(R)
B
1
Spu
tum
(4),
uri
ne
(3)
(AM
K),
(CIP
),
(CLO
),
GEN
, KA
N, (
NA
L),
(NET
),
(SU
L), T
ET, T
OB
Ecl2
/–
(3)
400
(HI2
)
–
B
1
Exu
dat
e
(2),
Uri
ne
(1)
AM
K, (
CIP
),
CLO
, GEN
, KA
N, N
AL,
NET
,ST
R, S
UL,
TET,
TOB
Ecl4
/–
(1)
400
(HI2
)
13
0
+
60
+
40
B
1
Spu
tum
CIP
, CLO
, GEN
, KA
N, N
AL,
SUL,
TET,
TOB
SHV
-106
(4)
K. p
neu
mon
iae
(4)
Kp
3/S
T15
22
0
(FII
K1)
–
A
2
Uri
ne
(3),
spu
tum
(1)
CIP
, CLO
, (G
EN),
(KA
N),
NA
L,
(NET
),(N
IT),
(STR
),
SUL,
TET,
TMP,
(TO
B)
SHV
-28
(3)
K. p
neu
mon
iae
(3)
Kp
4/S
T15
70
(FII
K1)
80e
+
40
+
35
A
2
Uri
ne
(2),
blo
od(1
)A
MK
, CIP
, (C
LO),
GEN
, KA
N, N
AL,
NET
,(N
IT),
STR
, SU
L,
TET,
TMP,
TOB
SHV
-55
(3)
K. p
neu
mon
iae
(3)
Kp
3/S
T15
(2)
22
0
(FII
K1)
–
A
2
Uri
ne
CIP
, CLO
, GEN
, NA
L,
STR
, SU
L,
TET,
TMP
Kp
17
/–
(1)
22
0
(FII
K5)
–
A
2
Spu
tum
CIP
, CLO
, GEN
, NA
L,
STR
, SU
L,
TOB
SHV
-2
(2)
K. p
neu
mon
iae
(2)
Kp
5/S
T15
(1)
200
(FII
K1)
55
(R) +
35
A
2
Uri
ne
CIP
, CLO
, GEN
, KA
N, N
AL,
NIT
, STR
, SU
L,TM
PK
p1
5/–
(1)
300
(R
+
FII K
1)
–
A
1
Un
know
n
CIP
, NA
L,
STR
, SU
L,
TMP
SHV
-5
(1)
K. p
neu
mon
iae
(1)
Kp
16
/–
55
(ND
)
14
0 C
1
Uri
ne
–
TEM
-10
(5)
K. p
neu
mon
iae
(2)
Kp
11
/–
65
(L/M
)
38
0
B
1
Spu
tum
GEN
, KA
N, N
ET, T
ET, T
OB
Kp
12
/–
65
(L/M
)
22
0
+
13
0
(FII
K1) +
55
B
1
Uri
ne
AM
K, C
LO, G
EN, K
AN
, NA
L,
NET
, STR
,TE
T,
TOB
K. o
xyto
ca
(1)
Ko2
/–
65
(L/M
)
16
0
B
1
Uri
ne
GEN
, KA
N, N
AL,
NET
, SU
L,
TMP,
TOB
S.
mar
cesc
ens
(1)
Sm1
/–
65
(L/M
) –
B
1
Spu
tum
GEN
, KA
N, N
ET, S
TR, T
ET, T
OB
E.
asbu
riae
(1)
Eas1
/–
16
0
(L/M
) 8
0
B
1
Spu
tum
GEN
, KA
N, N
ET, T
ET, T
OB
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
160
1102 C. Rodrigues et al. / International Journal of Medical Microbiology 304 (2014) 1100–1108
Tab
le
1
(Con
tin
ued
)
ESB
L
(no
.)
Spec
ies
(no
.)
PFG
E-t
ype/
MLS
T(n
o.)
Pla
smid
con
ten
t [si
ze
(kb
) (In
c
fam
ily)
]
Ho
spit
ala
Iso
lati
on
Per
iod
bSa
mp
le
(no
.)
No
n-!
-Lac
tam
Res
ista
nce
Ph
eno
typ
ec,d
Ass
oci
ated
wit
hbl
a ESB
L
Oth
er
TEM
-24
(2)
K. p
neu
mon
iae
(1)
Kp
19
/–
18
0
(A/C
)
33
0
(FII
K1)
A
1
Un
kno
wn
AM
K, C
IP, C
LO, K
AN
, NA
L,
NE
T,
STR
,SU
L,
TMP
, TO
BK
. oxy
toca
(1)
Ko
3/–
18
0
(A/C
)
15
0
+
10
0
A
2
Spu
tum
CIP
, CLO
, KA
N, N
AL,
SUL,
STR
, TE
T,
TMP
,TO
B
TEM
-19
9g
(1)
P.
mir
abil
is
(1)
Pm
1/–
18
0
(A/C
)
–
C
1
Blo
od
AM
K, C
IP, C
LO, G
EN
, KA
N, N
AL,
NE
T,ST
R, S
UL,
TET,
TMP
, TO
B
ND
, no
t
do
ne;
NT,
no
n
typ
able
.a
Ho
spit
al
A
is
loca
ted
at
the
No
rth
regi
on
of
Po
rtu
gal;
Ho
spit
als
B
and
C
are
loca
ted
at
the
Cen
tre
regi
on
of
Po
rtu
gal.
b1
, iso
late
s
reco
vere
d
in
20
06
–7
;
2, i
sola
tes
reco
vere
d
in
20
10
.c
AM
K,
amik
acin
;
CIP
,
cip
rofl
oxa
cin
;
CLO
,
chlo
ram
ph
enic
ol;
GE
N,
gen
tam
icin
;
KA
N,
kan
amyc
in;
NA
L,
nal
idix
ic
acid
;
NE
T,
net
ilm
icin
;
NIT
,
nit
rofu
ran
toin
;
STR
,
stre
pto
myc
in;
SUL,
sulp
ho
nam
ides
;
TET,
tetr
acyc
lin
e;
TMP
,tr
imet
ho
pri
m;
TOB
, to
bra
myc
in.
dV
aria
bil
ity
amo
ng
iso
late
s
is
sho
wn
in
par
enth
esis
.e
Var
iab
ilit
y
in
the
pla
smid
con
ten
t
was
ob
serv
ed
amo
ng
iso
late
s.f
bla
loca
ted
on
chro
mo
som
e.g
New
TEM
vari
ant
(Gen
Ban
k
acce
ssio
n
nu
mb
er
JX0
50
17
8).
In Portugal, last surveys including non-E. coli Enterobacteriaceaeproducing blaESBL date from more than 10 years ago (1999 and2002–2004) and reported a high diversity of blaESBL (mainly SHV-and TEM-types) and the emergence of CTX-M enzymes (Machadoet al., 2007; Mendonc a et al., 2009). However, they had scarcelyexplored the role of particular clones and/or mobile genetic ele-ments in the dissemination and persistence of blaESBL genes amongnon-E. coli ESBL producers. The aim of this study is to character-ize a collection of ESBL-producing Enterobacteriaceae isolates otherthan E. coli identified in different Portuguese hospitals during twodifferent time periods (2006–7 and 2010), by using a multi-levelepidemiological approach.
Material and methods
Bacterial isolates and epidemiological background
Eighty-eight ESBL-producing Enterobacteriaceae clinical isolatesother than E. coli (69 K. pneumoniae, 13 Enterobacter cloacae com-plex, 3 Klebsiella oxytoca, 1 Enterobacter asburiae, 1 Proteus mirabilis,1 Serratia marcescens) recovered in two different time periods(2006–7 and 2010) were characterized. Isolates from the firstperiod (n = 30, 2006–7) corresponded to all ESBL-producing non-E. coli Enterobacteriaceae recovered from one general hospital fromthe North (Hospital A, n = 6) and two local hospitals from the Cen-tre (Hospitals B and C, n = 24) of Portugal. They represented 9%(Hospital A), 30% (Hospital B) and 25% (Hospital C) of the total ESBL-producing Enterobacteriaceae identified in those hospitals in thatperiod. In the second period only isolates from Hospital A were ana-lyzed (n = 58, 2010), since it experienced a 5-fold increase (9%–45%)in the proportion of ESBL-producing non-E. coli Enterobacteriaceae(mainly K. pneumoniae). Isolates were mostly recovered from urine(n = 55/63%) or sputum (n = 17/19%) samples, and from patients atmedical wards (n = 41/47%) or outpatients (n = 29/33%) (Table 1).
Bacterial identification, antimicrobial susceptibility and ESBLcharacterization
Bacterial identification and preliminary susceptibility test-ing to !-lactam antibiotics were performed using the auto-mated PHOENIX (BD Diagnostic Systems, Sparks, MD) orVITEK (BioMérieux, Marcy l’Étoile, France) systems. Antibioticresistance profiles to aminoglycosides (amikacin, gentamicin,kanamycin, netilmicin, streptomycin and tobramycin), chloram-phenicol, nitrofurantoin, quinolones (nalidixic acid, ciprofloxacin),sulphonamides, tetracycline and trimethoprim (Oxoid Ltd., Bas-ingstoke, United Kingdom) were determined by the standard discdiffusion method according to Clinical and Laboratory StandardsInstitute (CLSI) guidelines and breakpoints (CLSI, 2011). All inter-mediate isolates were considered as resistant. ESBL production wasconfirmed by the standard double disc synergy test (DDST) (CLSI,2011) on Mueller–Hinton agar plates with and without cloxacillin(250 mg/L) (Sigma–Aldrich, St Quentin-Fallavier, France) and char-acterization of blaESBLs was performed by PCR (blaTEM, blaSHV,blaCTX-M) and sequencing (Novais et al., 2012).
Clonal relationships
Relatedness among isolates was assessed by pulsed-field gelelectrophoresis (PFGE), using XbaI as restriction enzyme and thefollowing experimental conditions: 10–40 s pulses for 20 h, 14 ◦C,6 V/cm2 (Novais et al., 2010). Representative K. pneumoniae isolates(according to PFGE-types) were also characterized by multi-locussequence typing (MLST) according to the Pasteur Institute
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
161
C. Rodrigues et al. / International Journal of Medical Microbiology 304 (2014) 1100–1108 1103
Fig. 1. Trends in ESBL-types among Enterobacteriaceae isolates other than E. coli recovered in Portuguese hospitals in two time periods (2006–7 and 2010). Footnote: Thenumber of epidemic K. pneumoniae clones identified in each period is indicated. *Other species (no.): E. cloacae complex (12), E. asburiae (1), K. oxytoca (2), P. mirabilis (1) andS. marcescens (1).
protocol (http://www.pasteur.fr/recherche/genopole/PF8/mlst/Kpneumoniae.html).
Plasmid analysis and location of blaESBL genes
Plasmid content (number, size, identity) was investigated by S1-PFGE, PCR-based replicon typing, sequencing and hybridization aspreviously described (Novais et al., 2012; Villa et al., 2010). Thelocation of bla genes (plasmidic/chromosomal) was assessed byhybridization of S1- or I-CeuI-digested genomic DNA with intra-genic !-lactamase (blaCTX-M, blaSHV, blaTEM), replicon (FII, FIIk, R,L/M, A/C, HI2) and 16S rDNA probes, as previously described (Novaiset al., 2012).
Nucleotide sequence accession numbers
The sequence of a new blaESBL gene (blaTEM-199) identified in thisstudy was deposited in the GenBank database (GenBank accessionnumber JX050178).
Statistical analysis
Data were analyzed using IBM SPSS Statistics 22.0 software(International Business Machines Corp., New York, USA). Statisti-cal significance for comparison of proportions was calculated bythe !2 test or Fisher exact test (P values of <0.05 were consideredstatistically significant).
Results
High diversity of ESBLs, with a significant increase of CTX-M-15and SHV-type ESBLs
A high diversity of ESBLs was identified in this study, withmarked differences in their local and/or temporal distribution. Inhospitals B and C, SHV and TEM-type ESBLs were identified in
different non-K. pneumoniae species (2006–7), whereas in hospi-tal A, CTX-M-15 and diverse SHV ESBL were mainly detected in K.pneumoniae in 2010 (Fig. 1).
The isolates produced mostly CTX-M-15 (47%) and SHV-12(30%), and less frequently other SHV (15%; SHV-2, SHV-5, SHV-28, SHV-55, SHV-106) or TEM (9%; TEM-10, TEM-24, TEM-199)ESBL-types (Fig. 1 and Table 1). CTX-M-15 was detected in all hos-pitals analyzed and in different species (mostly K. pneumoniae),representing 66% of the isolates recovered in 2010 versus 10% ofthose recovered during 2006–7 (P < 0.0000008). SHV-12 produc-ers were identified among K. pneumoniae and E. cloacae complexin different hospitals and represented 60% of the ESBL-producingisolates recovered in 2006–7 versus 14% in 2010 (P < 0.000007),whereas other SHV variants were identified exclusively among K.pneumoniae isolates recently recovered in Hospital A [19% in 2010versus 10% in 2006–7; statistically not significant]. TEM-type ESBLswere identified among diverse Enterobacteriaceae species most fre-quently obtained from Hospitals B and C (23% in 2006–7 versus2% in 2010, P < 0.002). The novel TEM-199 (containing mutationsQ39K, E104K, M155I and G238S) ESBL-type is firstly reported inthis study.
Identification of epidemic and international clones
Three multidrug-resistant (MDR) K. pneumoniae epidemic lin-eages represented 90% of K. pneumoniae isolates identified inHospital A, some of them detected since 2006–7 (Table 1):(i) Sequence Type (ST) 15 producing CTX-M-15 or diverseSHV-types (n = 1, 2006; n = 15 March–November 2010; 4 PFGE-types) (Table 1); (ii) ST147 encoding SHV-12 (n = 2, 2007; n = 7,February–December 2010; 1 PFGE-type); (iii) ST336 producingCTX-M-15 (n = 31, 1 PFGE-type, February–December 2010) affect-ing mostly patients under kidney transplantation or with urinarytract disorders (n = 25, 81%) (Table 1). Other sporadic K. pneumo-niae clones (12 PFGE-types) were linked to SHV (SHV-2, -5, -12,
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
162
1104 C. Rodrigues et al. / International Journal of Medical Microbiology 304 (2014) 1100–1108
Tab
le
2Fe
atu
res
of
IncR
and
IncF
IIK
pla
smid
s
asso
ciat
ed
wit
h
K. p
neu
mon
iae
iso
late
s
fro
m
wo
rld
wid
e
clin
ical
and
no
n-c
lin
ical
sett
ings
.
Pla
smid
Inc.
Gro
up
aP
lasm
id
nam
eSi
ze
(kb
)
Ass
oci
ated
resi
stan
cege
nes
bSe
qu
ence
typ
e
(ST)
of
the
bac
teri
al
ho
stC
ou
ntr
y
Yea
r(s)
of
iso
lati
on
Sou
rce
Gen
Ban
k
acce
ssio
n
no
. (re
fere
nce
)
IncR
pK
PN
5
89
bla T
EM
-1ST
38
(MG
H7
85
78
)U
SA
19
94
Hu
man
CP
00
06
50
pK
24
5
98
bla S
HV
-2, b
laTE
M-1
, qn
rS1
–
Taiw
an
20
02
Hu
man
DQ
44
95
78
(Ch
en
et
al.,
20
06
)p
ST1
-2, -
3;
pST
32
6-1
, -3
55
–9
0bl
a CTX
-M-1
5, a
ac(6
′ )-I
b-cr
ST1
, ST3
26
Spai
n
20
07
–0
8
Hu
man
–
(Co
elh
o
et
al.,
20
10
)p
KP
17
80
50
bla V
IM-1
ST1
47
Gre
ece
20
09
Hu
man
JX4
24
61
4
(Pap
agia
nn
itsi
s
et
al.,
20
13
)p
KP
S77
46
bla S
HV
-12, b
laTE
M-1
ST1
5
Fran
ce
20
08
Hu
man
KF9
54
15
0
(Co
mp
ain
et
al.,
20
14
)p
KP
S30
61
bla D
HA
-1, b
laO
XA
-1,
aac(
6′ )
-Ib-
cr, q
nrB
4ST
11
Fran
ce
20
08
Hu
man
KF7
93
93
7
(Co
mp
ain
et
al.,
20
14
)
pK
PC
-LK
30
87
bla K
PC
-2, b
laSH
V-1
1ST
11
Taiw
an
20
12
Hu
man
KC
40
56
22
(Ch
en
et
al.,
20
14
b)
–
33
–1
95
bla C
TX-M
-15,
aac(
6′ )
-Ib-
cr, q
nrB
6an
d/o
r
qnrS
1
ST3
41
, ST4
31
, ST4
33
Spai
n
20
03
–1
0
Hu
man
–
(Ru
iz
et
al.,
20
12
)
–
50
–9
0bl
a CTX
-M-1
5ST
15
Po
rtu
gal
20
10
Hu
man
–
(No
vais
et
al.,
20
12
)–
60
–7
0
bla C
TX-M
-15
ST1
5, S
T14
Po
rtu
gal
20
06
–2
01
0
Hu
man
–
This
stu
dy
–
70
bla S
HV
-12
ST1
5, S
T14
7P
ort
uga
l
20
06
–2
01
0H
um
an
–
This
stu
dy
IncF
IIK
1p
KP
N3
17
6
pco
A-E
,S;
silP
, R, S
, E;
arsA
, CST
38
(MG
H7
85
78
)U
SA
19
94
Hu
man
CP
00
06
48
pK
PN
4
10
8
bla S
HV
-12
ST3
8(M
GH
78
57
8)
USA
19
94
Hu
man
CP
00
06
49
pB
K3
21
79
16
5
bla K
PC
-2ST
25
8
USA
20
06
Hu
man
JX4
30
44
8
(Ch
en
et
al.,
20
13
)p
ST1
-1
19
0
bla C
TX-M
-15
ST1
Spai
n
20
05
Hu
man
–
(Co
elh
o
et
al.,
20
10
)p
KP
N-I
T
20
8
pco
A, B
, D, S
;
cop
A;
silE
,P;
cusB
;
arsB
, HST
25
8
Ital
y
20
10
Hu
man
JN2
33
70
4
(Gar
cía-
Fern
ánd
ez
et
al.,
20
12
)
pK
PN
10
1-I
T
10
8
bla K
PC
-2ST
10
1
Ital
y
20
11
Hu
man
JX2
83
45
6
(Fra
sso
n
et
al.,
20
12
)–
20
0–
22
0
bla S
HV
-2o
r
bla S
HV
-55
or
bla S
HV
-10
6
ST1
5
Po
rtu
gal
20
10
Hu
man
–
This
stu
dy
–
70
bla S
HV
-28
ST1
5
Po
rtu
gal
20
10
Hu
man
–
This
stu
dy
–
–
–
ST1
, ST3
7, S
T32
1,
ST3
27
Spai
n
20
05
–0
7
Hu
man
–
(Co
elh
o
et
al.,
20
10
)
IncF
IIK
2p
KF3
-94
94
bla C
TX-M
-15, b
laTE
M-1
–
Ch
ina
20
06
Hu
man
FJ8
76
82
6
(Zh
ao
et
al.,
20
10
)p
Kp
QIL
11
4
bla K
PC
-3, b
laTE
M-1
ST2
58
Isra
el
20
05
Hu
man
GU
59
51
96
(Lea
vitt
et
al.,
20
10
)p
Kp
QIL
-IT
11
5
bla K
PC
-3, b
laTE
M-1
ST2
58
Ital
y
20
10
Hu
man
JN2
33
70
5
(Gar
cía-
Fern
ánd
ez
et
al.,
20
12
)p
KP
HS2
11
1
bla K
PC
-2, b
laTE
M-1
ST1
1
Ch
ina
20
11
Hu
man
CP
00
32
24
(Liu
et
al.,
20
12
)p
13
70
–
bla K
PC
-2, b
laTE
M-1
ST1
60
Gre
ece
20
08
Hu
man
–
(pM
LST)
p1
51
6
–
bla K
PC
-2, b
laTE
M-1
ST1
7
Gre
ece
20
08
Hu
man
–
(pM
LST)
pK
P1
50
4-k
pc
11
3
bla K
PC
-2, b
laTE
M-1
ST2
58
Gre
ece
20
08
Hu
man
KF8
74
49
6
(pM
LST)
pK
P1
78
0-k
pc
11
3
bla K
PC
-2, b
laTE
M-1
ST1
47
Gre
ece
20
09
Hu
man
KF8
74
49
7
(pM
LST)
pK
pQ
IL-1
0/-
03
11
3
bla K
PC
-2, b
laTE
M-1
ST2
58
USA
20
04
–1
0
Hu
man
KJ1
46
68
7
(Ch
en
et
al.,
20
14
a,b
)p
Kp
QIL
-04
11
3
bla K
PC
-3, b
laTE
M-1
ST2
58
USA
20
03
Hu
man
–
(Ch
en
et
al.,
20
14
a)p
Kp
QIL
-23
4
11
4
bla K
PC
-2, b
laTE
M-1
ST2
34
USA
20
10
Hu
man
KJ1
46
68
9
(Ch
en
et
al.,
20
14
a)p
SSL
–
bla K
PC
-3–
Spai
n
20
13
Hu
man
–
(pM
LST)
pSL
MT
21
bla K
PC
-2–
–
–
Hu
man
HQ
58
93
50
pC
15
-k
95
bla C
TX-M
-15, b
laTE
M-1
–
Ch
ina
–
Hu
man
HQ
20
22
66
p5
34
41
–
–
–
Ind
ia
20
10
Hu
man
–
(pM
LST)
pR
YC
E1
1
94
bla T
EM
-4ST
13
, ST1
4, S
T28
, ST3
7,
ST3
48
, ST5
33
Spai
n
19
95
–2
00
4
Hu
man
–
(Co
qu
eTM
, 20
13
)
–
90
bla C
TX-M
-15, b
laTE
M-1
–
Ch
ina
20
07
–0
8
Hu
man
–
(Zh
uo
et
al.,
20
13
)
IncF
IIK
3p
GSH
50
0
–
–
–
–
–
–
AJ0
09
98
0
IncF
IIK
4p
KP
91
91
–
–
–
–
Co
rn
CP
00
09
66
(Fo
uts
et
al.,
20
08
)
IncF
IIK
5p
UU
H2
39
.2
22
0
bla C
TX-M
-15, b
laTE
M-1
,aa
c(6
′ )-I
b-cr
, bla
OX
A-1
ST1
6
Swed
en
20
05
–1
0
Hu
man
CP
00
24
74
(San
deg
ren
et
al.,
20
12
)
pK
P0
90
85
21
3
bla C
TX-M
-15, b
laTE
M-1
,aa
c(6
′ )-I
b-cr
, bla
OX
A-1
ST4
8
Ko
rea
20
08
Hu
man
KF7
19
97
0
(Sh
in
and
Soo
Ko
, 20
13
)
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
163
C. Rodrigues et al. / International Journal of Medical Microbiology 304 (2014) 1100–1108 1105
pKP0
2022
200
bla C
TX-M
-15,
aac(
6′ )-Ib
-cr,
bla O
XA
-1
ST15
Kor
ea
2008
Hum
an
KF7
1997
2
(Shi
n an
d So
o
Ko,
2013
)
pKP0
07
246
bla C
TX-M
-15, b
laTE
M-1
,aa
c(6′ )-
Ib-c
r,
bla O
XA
-1
ST23
Kor
ea
2008
Hum
an
KF7
1997
1 (S
hin
and
Soo
Ko,
2013
)
pND
M-1
sait
ama0
1
49
bla N
DM
-1, !
bla D
HA
-1,
arm
AST
42
Japa
n
2012
Hum
an
AB7
5969
0 (H
ishi
num
a
et
al.,
2013
)
–
220
bla C
TX-M
-15
–
Port
ugal
2010
Hum
an
– Th
is
stud
yp1
7829
–
–
ST37
Ital
y
2008
Hum
an
HM
7518
80
(Vill
a
et
al.,
2010
)p1
7830
–
–
ST37
Ital
y
2008
Hum
an
–
(Vill
a
et
al.,
2010
)p1
7834
–
–
ST37
Ital
y
2008
Hum
an
–
(Vill
a
et
al.,
2010
)p7
1697
–
–
ST37
Ital
y
2008
Hum
an
–
(Vill
a
et
al.,
2010
)
IncF
II K7
pKD
O1
127
bla C
TX-M
-15, b
laTE
M-1
,aa
c(6′ )-
Ib-c
r,
bla O
XA
-1
ST41
6
Czec
h
Repu
blic
2009
Hum
an
JX42
4423
(Dol
ejsk
a
et
al.,
2013
)
pKp1
1-42
147
bla N
DM
-1–
Cana
da
2011
Hum
an
KF2
9582
9
(Mat
asej
e
et
al.,
2014
)p5
3789
–
–
–
Indi
a
2010
Hum
an
–
(pM
LST)
IncF
II K8
pKPN
-CZ
207
pcoE
; cop
A,
D; s
ilE, P
;cu
sB, S
ST41
6
Czec
h
Repu
blic
2009
Hum
an
JX42
4424
(Dol
ejsk
a
et
al.,
2013
)
p583
16
–
–
–
Indi
a
2010
Hum
an
–
(pM
LST)
IncF
II K9
UM
MC-
M69
–
bla C
TX-M
-15
–
Mal
aysi
a
2011
Hum
an
–
(pM
LST)
UM
MC-
M89
–
bla C
TX-M
-15
–
Mal
aysi
a
2011
Hum
an
–
(pM
LST)
UM
MC-
M11
0
–
bla C
TX-M
-15
–
Mal
aysi
a
2010
Hum
an
–
(pM
LST)
UM
MC-
K5
–
bla C
TX-M
-15
–
Mal
aysi
a 20
10
Hum
an
–
(pM
LST)
IncF
II K10
UM
MC-
K12
9
–
–
–
Mal
aysi
a 20
11
Hum
an
–
(pM
LST)
IncF
II K11
pKP0
48
151
bla K
PC-2
, bla
DH
A-1
, qnr
B4,
arm
AST
11
Chin
a 20
06
Hum
an
FJ62
8167
(Jia
ng
et
al.,
2010
)
aIn
cFII k
vari
ants
wer
e
iden
tifie
d
acco
rdin
g
to
copA
sequ
ence
s
(htt
p://
pubm
lst.o
rg/p
lasm
id/;
Vill
a
et
al.,
2010
);b
Gen
es
indi
cate
d
conf
er
resi
stan
ce
to
!-l
acta
ms
(bla
CTX
-M, b
laD
HA, b
laK
PC, b
laN
DM
, bla
OX
Abl
a SH
V, b
laTE
M, b
laV
IM),
fluor
oqui
nolo
nes
[qnr
B,
qnrS
, aac
(6′ )-
Ib-c
r], a
min
ogly
cosi
des
[aac
(6′ )-
Ib-c
r,
arm
A], c
oppe
r
(cop
, cus
, pco
),
silv
er
(cus
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l)
and
arse
nic
(ars
).
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
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1106 C. Rodrigues et al. / International Journal of Medical Microbiology 304 (2014) 1100–1108
-55), TEM (TEM-10, -24) or CTX-M-15 ESBLs in different hospitals(Table 1).
ESBL-producing K. oxytoca, E. cloacae complex, E. asburiae, P.mirabilis or S. marcescens isolates were highly diverse (n = 19, 8PFGE-types, different ESBLs) and identified mostly in Hospitals Band C in the first period analyzed. Two epidemic E. cloacae complexclones produced SHV-12 (Table 1).
Location of blaESBL in epidemic plasmids or in the chromosome ofdifferent Enterobacteriaceae species
Isolates showed a variable number of plasmids (1–4 plas-mids) with different sizes (35–400 kb) (Table 1). K. pneumoniaeclones harboured frequently IncFIIK1(pKPN3), IncFIIK5(p17829)or IncFIIK8(pKPN CZ) plasmid variants (according to thehttp://pubmlst.org/plasmid database), associated or not withblaESBL genes. The different blaESBL genes were found in a lowdiversity of plasmid families (IncR, IncFIIk, IncHI2, IncL/M, IncA/C),linked to particular ESBL-types and clones circulating in eachhospital studied. The blaCTX-M-15 gene was mostly identified withina 60–70 kb IncRpK245 plasmid in ST15 or ST14 K. pneumoniae or a70 kb non-typeable plasmid in the epidemic ST336 K. pneumoniaeclone, and only sporadically within 85–100 kb IncFIIpC15-a plas-mids or the chromosome of different Enterobacteriaceae species(Table 1). The blaSHV-12 gene was located at a 70 kb IncRpK245plasmid in ST15 and ST147 K. pneumoniae clones circulating inHospital A, or within 180–400 kb IncHI2 plasmids in K. pneumoniaeand E. cloacae complex from Hospital B. blaSHV-2/-28/-55/-106 weremostly located on 70–220 kb IncFIIK1 and IncFIIK5 plasmid variantsin diverse ST15 K. pneumoniae isolates. The blaTEM-10 gene wasfound within 65–160 kb IncL/M plasmids among diverse Enterobac-teriaceae species, while blaTEM-24 was identified in 180 kb-IncA/Cplasmids in K. pneumoniae and K. oxytoca (Table 1).
Discussion
In this study, we used a multilayered approach to explaingeographical and temporal shifts in clinical ESBL-producingEnterobacteriaceae isolates other than E. coli. The increase in ESBL-producing K. pneumoniae isolates and CTX-M-15 is in line withreports from multiple countries (Breurec et al., 2013; Coque et al.,2008; Lee et al., 2011; Peirano et al., 2012), although with a lowerdiversity of CTX-M types than those observed in these studies (CTX-M-2, -9, -14 or -32) or even in clinical or non-clinical E. coli isolatesfrom Portugal (Rodrigues et al., unpublished results) (Machadoet al., 2013). It is of interest to highlight that preliminary char-acterization of recent (2012–2013) ESBL producers from differentPortuguese clinical institutions (including Hospitals A and C) sug-gests a similar scenario (increase in ESBL-producing K. pneumoniaeisolates, more than 50% of them encoding CTX-M-15) (unpublisheddata).
The amplification of CTX-M-15 and persistence of diverse SHVESBL-types among K. pneumoniae was mainly linked to a few epi-demic and international clones (ST15, ST147, ST336). ST15 (thecentral genotype of CG15) has previously been identified produc-ing CTX-M-15 or VIM-34 in nosocomial or community infections inPortugal (Novais et al., 2012; Rodrigues et al., 2014) (Pires J et al.,unpublished results), suggesting endemicity in either clinical ornon-clinical settings. This pandemic clone has also been involvedin the spread of CTX-M-15 and different carbapenemases (OXA-48, VIM, NDM-1) in other European, Asian and African countries(Baraniak et al., 2013; Breurec et al., 2013; Damjanova et al., 2008;Lee et al., 2011; Österblad et al., 2012; Poirel et al., 2011; Sánchez-Romero et al., 2012). The high diversity of PFGE- and ESBL-typesidentified among isolates belonging to the ST15 K. pneumoniae
clone in this study is remarkable and suggests a high genomicdiversification probably reflecting the acquisition of diverseESBL-encoding genetic platforms and/or the insertion of multipleclones from an unknown reservoir (Tofteland et al., 2013; Viau et al.,2012). The ST147 K. pneumoniae clone (belonging to CC147), asso-ciated with the spread of SHV-12 in our study, seems to be morecommonly linked to the worldwide spread of different carbapene-mases (OXA-48, NDM-1, VIM-1 and KPC-2) (Giakkoupi et al., 2011;Lascols et al., 2013; Samuelsen et al., 2011) or CTX-M-15 (Baraniaket al., 2013; Damjanova et al., 2008). To the best of our knowledge,we report for the first time the dissemination of a CTX-M-15-producing ST336 K. pneumoniae MDR clone affecting mostly kidneytransplant patients, who due to frequent subsequent hospitaliza-tions or medical visits, could contribute for further dissemination ofthis clone both at the hospital and community settings. This clonebelongs to the CG17 (including ST16, ST17 and ST20), which hasbeen frequently associated with the worldwide spread of CTX-M-15 among clinical or commensal isolates (Baraniak et al., 2013; Leeet al., 2011; Oteo et al., 2009; Peirano et al., 2012).
Besides clonal spread, plasmid transmission has also con-tributed to the dissemination of ESBLs among different non-E. coliEnterobacteriaceae clones and species in our country. The spreadof CTX-M-15 and SHV-12 in K. pneumoniae isolates belonging todifferent clones (ST15, ST147, ST336) was mainly driven by IncRplasmids. These plasmids have recently been described amongdiverse K. pneumoniae isolates harbouring different ESBLs (CTX-M-15, SHV-2, SHV-12) or carbapenemases (VIM-1), including inPortugal (Table 2). The non-typeable CTX-M-15-encoding plasmididentified in the ST336 clone coexisted with an IncFIIK8 plasmid.Although unrecognized plasmid types or variants cannot be dis-carded, the possible coexistence of two closely related plasmids, asobserved previously by Dolejska et al. (Dolejska et al., 2013) couldimpair plasmid identification. Furthermore, our results corroborateprevious studies suggesting that different plasmid types seem tobe responsible for the dissemination of CTX-M-15 in E. coli (mostlyIncFII variants) and K. pneumoniae (mostly IncFIIK variants or IncR)(Coelho et al., 2010; Shin et al., 2012). IncFIIK1 and IncFIIK5 plasmidvariants were for the first time associated with the spread of closelyrelated SHV-2, SHV-28, SHV-55 or SHV-106 ESBLs, suggesting localacquisition and possibly in vivo evolution. Finally, our study alsostrengthens previous data suggesting that IncFIIK plasmids, con-sidered as virulence plasmids (Dolejska et al., 2013; Villa et al.,2010), are highly frequent among K. pneumoniae and are quicklyevolving by replicon diversification and acquisition of antibioticresistance traits (Table 2) (Carattoli, 2013; Coelho et al., 2010; Villaet al., 2010).
Conclusion
In summary, we demonstrate that the dominance of CTX-M-15and of diverse SHV-type ESBLs among non-E. coli Enterobacteria-ceae isolates from Portuguese hospitals is largely influenced by theamplification of epidemic and international MDR K. pneumoniaeclones (ST15, ST147, ST336) and particular plasmid types (IncR,IncFIIk). This work also enlarges the diversity of ESBLs linked toIncFIIK plasmids (here firstly associated with blaSHV-2, blaSHV-28,blaSHV-55 or blaSHV-106), highlighting their potential to disseminateas antibiotic resistance and virulence plasmids.
Funding
This work received financial support from the EuropeanUnion (FEDER funds) through Programa Operacional Factoresde Competitividade – COMPETE, from National Funds (FCT,Fundac ão para a Ciência e a Tecnologia) through grant numbers
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
165
C. Rodrigues et al. / International Journal of Medical Microbiology 304 (2014) 1100–1108 1107
EXPL/DTP-EPI/0196/2012, FCOMP-01-0124-FEDER-027745 andPEst-C/EQB/LA0006/2013 and from Fundac ão Ensino e CulturaFernando Pessoa. This work also received financial support fromthe European Union (FEDER funds) under the framework of QRENthrough Project NORTE-07-0124-FEDER-000066. Carla Rodrigueswas supported by a fellowship from FCT (SFRH/BD/84341/2012).
Competing interests
None declared.
Ethical approval
Not required.
Acknowledgements
We are grateful to José Luís Graneda e Conceic ão Faria (Cen-tro Hospitalar Cova da Beira, EPE), and Servic o de Patologia Clínicaof Centro Hospitalar Tondela-Viseu, EPE for the clinical isolatesincluded in this study.
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KPC-3-Producing Klebsiella pneumoniae in Portugal linked to
previously circulating non-CG258 lineages and uncommon genetic platforms (Tn4401d-IncFIA and Tn4401d-IncN)
Carla Rodrigues 1, Jan Bavlovič 2,3, Elisabete Machado 1,4, José Amorim 5,
Luísa Peixe 1*, Ângela Novais 1*
1UCIBIO-REQUIMTE. Laboratório de Microbiologia, Faculdade de Farmácia,
Universidade do Porto, Porto, Portugal; 2Faculty of Pharmacy in Hradec Králové, Charles
University, Prague, Czech Republic.; 3Faculty of Military Health Sciences, University of
Defense, Brno, Czech Republic; 4FP-ENAS/CEBIMED. Faculdade de Ciências da Saúde,
Universidade Fernando Pessoa, Porto, Portugal; 5Botelho Moniz Análises Clínicas
(BMAC), Santo Tirso, Portugal.
Frontiers in Microbiology 2016; 7:1000
Open Acess Journal
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
168
ORIGINAL RESEARCHpublished: 28 June 2016
doi: 10.3389/fmicb.2016.01000
Frontiers in Microbiology | www.frontiersin.org 1 June 2016 | Volume 7 | Article 1000
Edited by:
John W. A. Rossen,University of Groningen, University
Medical Center, Netherlands
Reviewed by:
Kai Zhou,University Medical Center Groningen,
NetherlandsÁkos Tóth,
National Center for Epidemiology,Hungary
*Correspondence:
Luísa [email protected];Ângela Novais
Specialty section:
This article was submitted toInfectious Diseases,
a section of the journalFrontiers in Microbiology
Received: 06 April 2016Accepted: 13 June 2016Published: 28 June 2016
Citation:
Rodrigues C, Bavlovic J, Machado E,Amorim J, Peixe L and
Novais  (2016) KPC-3-ProducingKlebsiella pneumoniae in PortugalLinked to Previously Circulating
Non-CG258 Lineages andUncommon Genetic Platforms
(Tn4401d-IncFIA and Tn4401d-IncN).Front. Microbiol. 7:1000.
doi: 10.3389/fmicb.2016.01000
KPC-3-Producing Klebsiellapneumoniae in Portugal Linked toPreviously Circulating Non-CG258Lineages and Uncommon GeneticPlatforms (Tn4401d-IncFIA andTn4401d-IncN)Carla Rodrigues 1, Jan Bavlovic 2, 3, Elisabete Machado1, 4, José Amorim5, Luísa Peixe 1*and Ângela Novais 1*
1 UCIBIO/REQUIMTE, Laboratório de Microbiologia, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal,2 Faculty of Pharmacy in Hradec Králové, Charles University, Prague, Czech Republic, 3 Faculty of Military Health Sciences,University of Defense, Brno, Czech Republic, 4 FP-ENAS/CEBIMED, Faculdade de Ciências da Saúde, UniversidadeFernando Pessoa, Porto, Portugal, 5 Botelho Moniz Análises Clínicas, Santo Tirso, Portugal
KPC-3-producing bacteria are endemic in many countries but only recently became
apparent their wide distribution in different Portuguese hospitals. The aim of this study
is to characterize genetic backgrounds associated with blaKPC−3 among Klebsiellapneumoniae isolates recently identified on non-hospitalized patients in Portugal. Twenty
KPC-producing K. pneumoniae identified between October 2014 and November 2015
in three different community laboratories were characterized. Isolates were mainly from
patients from long-term care facilities (n = 11) or nursing homes (n = 6), most of
them (75%) previously hospitalized in different Portuguese hospitals. Standard methods
were used for bacterial identification and antibiotic susceptibility testing. Carbapenemase
production was assessed by the Blue-Carba test, and identification of bla genes was
performed by PCR and sequencing. Epidemiological features of KPC-producing K.pneumoniae included population structure (XbaI-PFGE, MLST and wzi sequencing),genetic context (mapping of Tn4401), and plasmid (replicon typing, S1-PFGE, and
hybridization) analysis. All K. pneumoniae isolates produced KPC-3, with two MDR
K. pneumoniae epidemic clones representing 75% of the isolates, namely ST147
(wzi64/K14.64, February–November 2015) and ST15 (two lineages exhibiting capsular
types wzi19/K19 or wzi93/K60, July-November 2015). Other sporadic clones were
detected: ST231 (n= 3;wzi104), ST348 (n= 1;wzi94) and ST109 (n= 1,wzi22/K22.37).blaKPC−3 was identified within Tn4401d in all isolates, located in most cases (80%) on
cointegrated plasmids (repAFIA+repAFII+oriColE1;105-250 kb) or in 50 kb IncN plasmids.
In conclusion, this study highlights a polyclonal structure of KPC-3-producing K.pneumoniae and the predominance of the ST147 clone among non-hospitalized patients
in Portugal, linked to platforms still unnoticed in Europe (blaKPC−3-Tn4401d-IncFIA) or
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
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Rodrigues et al. KPC-3 Producers among Non-Hospitalized Patients in Portugal
firstly reported (blaKPC−3-Tn4401d-IncN). This scenario underlines the recent penetration
of successful mobile genetic elements in previously circulating MDR K. pneumoniaelineages (mainly ST147 and ST15) in Portugal, rather than the importation of the global
lineages from clonal group 258.
Keywords:multidrug resistance, carbapenemases, international clones, ST15, ST147, cointegrated plasmids, ColE
INTRODUCTION
In the last years, carbapenem-resistant Enterobacteriaceaehave spread globally, being responsible for high ratesof morbidity and mortality among healthcare-associatedinfections, mainly due to the depletion of effectivetherapeutic options (WHO, 2014; Albiger et al., 2015,http://www.cdc.gov/drugresistance/threat-report-2013/). Afterthe first strain identified in 1996 in a North Carolina hospital(USA; Yigit et al., 2001), Klebsiella pneumoniae carbapenemases(KPCs) have exploded worldwide predominantly among K.pneumoniae isolates (Munoz-Price et al., 2013; Chen et al.,2014b). To date, 23 KPC variants (KPC-2 to KPC-24) havebeen described (http://www.lahey.org/Studies/other.asp#table1), being KPC-2 and KPC-3 the most widespread variantswith variable geographic distribution (Munoz-Price et al.,2013; Nordmann and Poirel, 2014). While in some countries(USA, Colombia, Italy, and Israel) both KPC-2- and KPC-3-producing bacteria are endemic, in others (Argentina, Brazil,Greece, Poland, and China) KPC-2 producers are predominant(Munoz-Price et al., 2013; Albiger et al., 2015).
The blaKPC genes are commonly located on Tn4401, a10 kb Tn3-like transposon delimited by two 39-bp imperfectinverted repeat sequences harboring blaKPC, transposase andresolvase genes, and insertion sequences ISKpn7 (upstreamblaKPC) and ISKpn6 (downstream blaKPC; Chen et al., 2014b).It is recognized as a highly active transposon enhancing thespread of blaKPC genes to different plasmid scaffolds (Cuzonet al., 2011). To date, six Tn4401 isoforms have been describedwith variable deletions between ISKpn7 and blaKPC providingdifferent promoter regions to the gene (a,−99 bp; b, no deletion;c, −215 bp; d, −68 bp; e, −255 bp; g, equal to isoform cbut with one single nucleotide mutation on P2 promotor),and consequently different expression levels of the blaKPC gene(Naas et al., 2012; Chmelnitsky et al., 2014). Besides its geneticenvironment, other factors are known to have greatly contributedto the spread of KPC producers in many countries, leading to anincreasing challenge in the design of effective infection controlmeasures. First, the introduction and subsequent expansionof blaKPC−2 and blaKPC−3 on multidrug resistant (MDR) K.pneumoniae lineages from clonal group (CG) 258 [sequencetypes (ST) 11, 258, 512] (Munoz-Price et al., 2013; Chenet al., 2014b), followed in a few countries (e.g., Israel, Italy,Colombia) by subsequent dispersion to other clonal backgrounds(Baraniak et al., 2015; Bonura et al., 2015; Ocampo et al., 2015).Second, the acquisition of blaKPC by plasmids from differentincompatibility groups (IncFIIK2, IncFIA, IncI2, IncN, IncX3,ColE), favored a quick intra- and inter-species dissemination(Chen et al., 2014b).
In Portugal, KPC-2 was identified only in an environmentalEscherichia coli isolate in 2010 (Poirel et al., 2012), while KPC-3 producers were first detected in 2009 in a central hospital(Machado et al., 2010). However, only recently became evidentthe widespread distribution of KPC-3 among K. pneumoniaeisolates in different Portuguese hospitals (Silva et al., unpublisheddata; Manageiro et al., 2015). In this study, we aim to trace thelandscape of KPC-3-producing K. pneumoniae isolates recentlyidentified outside hospital boundaries in Portugal by detailedcharacterization of clonal and plasmid genetic backgrounds.
MATERIALS AND METHODS
Bacterial Isolates and EpidemiologicalDataThirty K. pneumoniae isolates showing reduced susceptibilityto carbapenems were identified between October 2014 andNovember 2015 in three different community laboratories in theNorth of Portugal, one of them receiving samples from all overthe country. Twenty of them were identified as KPC producersand further characterized in this study. They were detected inurine samples (n = 19) or sputum (n = 1) of patients between61 and 89 years old (mean age = 83; 16 females, 4 males;Table 1). Most of these patients were institutionalized in long-term care facilities (LTCFs) [n = 11; 55%; six different LTCFs(A–F)] or nursing homes (NH) [n = 6; 30%; five different NH(A–E)], while some were identified in ambulatory (n = 3; 15%;Table 1). Most of them (n= 13; 65%) had been hospitalized in theprevious month in different hospitals from the North or Centreof Portugal, although in three cases no hospitalization or olderhospitalization events (4–9 months) were detected (Table 1).Travel history abroad was discarded for 60% of the patients (n =
12/20), or considered improbable for the remaining patients dueto their clinical conditions (impaired mobilization and chronicunderlying diseases).
Antibiotic Resistance Phenotypes andGenotypesBacterial identification and preliminary antibiotic susceptibilitytesting were performed by Vitek II system (BioMérieux,Marcy l’Étoile, France). Confirmatory and additional tests forβ-lactams (amoxicillin-clavulanic acid, mecillinam, cefoxitin,extended-spectrum cephalosporins, aztreonam, carbapenems),aminoglycosides (amikacin, gentamicin, netilmicin,tobramycin), fluoroquinolones (ciprofloxacin), folate pathwayinhibitors (trimethoprim, trimethoprim-sulfamethoxazole),chloramphenicol, fosfomycin, and colistin were assessed bystandard disc diffusion (Oxoid Ltd., Basingstoke, United
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Rodrigues et al. KPC-3 Producers among Non-Hospitalized Patients in Portugal
TABLE1|Epidemiologicaldata
ofK.pneumoniaeisolatescarryingblaKPC-3-T
n4401didentifiedin
non-hospitalizedpatients
inPortugal(O
ctober2014–November2015).
ST(no.)
PFGE-type
(no.)
wzi/K-
typea
Date
of
isolation
(month/year)
Source
(no.)b
Localofprevious
hospitalizations(no)c
Age
(range)
Gender
Sample
(no.)
Plasmids
associated
withblaKPC-3
(size;Inc
groups)(no.)
Other
β-
lactamasesd
ST147
(10)
Kp1(1)
wzi64/K14.64
Feb–Nov/2015
LTCFA(2)
Hosp
italB
(1),
unknown(1)
88–89
FUrine
∼130kb;
FIA+FII+
ColE
(6)
(OXA-9),
SHV-11or
SHV-28,
(TEM-1)
LTCFB(1)
unknown
89
FUrine
LTCFC(1)
Hosp
italD
76
FUrine
LTCFE(1)
Differenthosp
itals
86
FUrine
LTCFF(1)
Hosp
italE
81
MUrine
NHA(2)
Hosp
italA
78–82
F,M
Urine
∼50kb;N(4)
(OXA-9),
SHV-11
NHD(1)
Hosp
italC
e85
FUrine
Ambulatory(1)
Hosp
italA
77
FUrine
ST15(5)
Kp2(4)
wzi19/K19
Jul–Nov/2015
LTCFA(3)
Hosp
italB
(2)f
83–84
FUrine(2),
sputum
(1)
∼130–140kb;
FIA+FII+
ColE
(4)
OXA-9,
SHV-28,
(TEM-1)
LTCFD(1)
Hosp
italB
88
FUrine
Kp3(1)
wzi93/K60
Sep/2015
Ambulatory
(1)
Hosp
italF
72
MUrine
∼135kb;
FIA+FII+
ColE
(1)
CTX-M
-15,
OXA-9,
SHV-28
ST231(3)
Kp4(1)
wzi104/K-
Oct/2015
NHB(1)
Hosp
italA
88
FUrine
∼250kb;
FIA+FII+
ColE
(1)
SHV-1,
(TEM-1)
NHE(1)
Hosp
italG
89
FUrine
Ambulatory
(1)
Hosp
italC
e83
FUrine
ST348(1)
Kp5(1)
wzi94/K-
Oct/2014
NHC(1)
unknown
87
MUrine
∼105kb;
FIA+FII+
ColE
(1)
CTX-M
-15,
SHV-11,
OXA-1,TEM-1
ST109(1)
Kp6(1)
wzi22/K22.37
Sep/2015
LTCFB(1)
unknown
61
FUrine
∼130kb;
FIA+FII+
ColE
(1)
SHVnew
(N196S)g
aK-typeisreported
accordingwith
wziallele-serotypeassociations
reported
byBrisse
etal.(2013).
bLTCFs
A–D
andNHA–C
arelocatedintheNorthregionofP
ortugal,whileLTCFs
E–F
andNHD-E
arelocatedintheCentreregionofthe
country.
cHospitalsA,B,andDarelocatedintheNorthregionofP
ortugal,whileHospitalsC,E,F,andGarelocatedintheCentreregionofthe
country.
dVariabilityam
ong
isolatesisshowninparenthesis.
eOlderhospitalizationevents(4–9
months).
f Noprevious
hospitalizations
inone
ofthe
patients.
gGenBankaccessionnumberKX421191.
LTCF,long-termcarefacility;NH,nursinghome;F,female;M,male.
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Kingdom), agar dilution (for fosfomycin; in the presence ofglucose-6-phosphate at 25 mg/L), broth microdilution (forcolistin) or E-test (for carbapenems) (Liofilchem, Italy) methodsaccording to EUCAST (www.eucast.org).
Production of carbapenemases was assessed by the Blue-Carbatest (Pires et al., 2013), and identification of carbapenemases(blaNDM, blaVIM, blaIMP, blaKPC,
blaOXA−48),or other bla genes(blaCTX−M, blaSHV, blaTEM, blaOXA) was performed by PCR andsequencing (Curiao et al., 2010; Bogaerts et al., 2013; Rodrigueset al., 2014).
Population Structure AnalysisPopulation structure characterization included XbaI-Pulsed-Field Gel Electrophoresis (PFGE) (electrophoresis conditions:5–20 s for 4 h and 25–50 s for 18 h, 14◦C, 6 V/cm2),and multi-locus sequence typing (MLST) (http://bigsdb.web.pasteur.fr/klebsiella/primers_used.html) in representativeisolates, as described (Rodrigues et al., 2014). Molecular capsuletyping was performed by PCR and sequencing ofwzi gene (Brisseet al., 2013).
Characterization of the GeneticEnvironment and Location of blaKPC GenesThe genetic context of blaKPC−3 was investigated by PCR andsequencing targeting Tn4401 conserved sequences (Chen et al.,2014a). Location of bla (blaKPC−3, blaCTX−M−15) genes andplasmid characterization were assessed by S1- and I-CeuI-PFGEand identification of replication genes by PCR, sequencing andhybridization (Carattoli et al., 2005; García-Fernández et al.,2009; Villa et al., 2010; Chen et al., 2014a; Rodrigues et al., 2014).
RESULTS
Carbapanemase Production and VariableAntibiotic Resistance PhenotypesAll isolates produced KPC-3 and demonstrated resistanceor intermediate phenotypes to ertapenem (MIC = 1 to 16mg/L), and susceptible, intermediate or resistance phenotypesto imipenem (MIC = 2 to 16 mg/L) and meropenem(MIC = 1 to 8 mg/L), with colonies growing within theinhibition zone of all carbapenems tested, a hetero-resistancephenotype usually observed for KPC producers (Nordmannet al., 2009; Table 2). Although for some isolates the MICvalues for imipenem and meropenem were interpretedas susceptible by the clinical breakpoints defined byEUCAST, in all cases they were above the epidemiologicalcut-off values (ECOFFs) defined for K. pneumoniae(http://www.eucast.org/mic_distributions_and_ecoffs/; Table 2).
All isolates were defined as multidrug resistant (MDR) inaccordance with the definition of MDR for Enterobacteriaceae(non-susceptible to ≥1 agent in ≥3 antimicrobial categories;Magiorakos et al., 2012), although some of them exhibited a lessextensive resistance profile to non-β-lactams, being resistant onlyto ciprofloxacin (Table 2). All isolates were susceptible to colistin(MIC= 0.25–2 mg/L; Table 2).
KPC-3 was Identified Among LocallyCirculating K. pneumoniae ClonesKPC-3-producing K. pneumoniae isolates were assigned to sixdifferent PFGE-types (arbitrarily designated as Kp1 to Kp6),each one of them linked to a specific capsular type (Table 1).Most isolates belonged to ST147 carrying wzi64 (K14.64; n =
10 Kp1, 50%; detected between February to November 2015)and produced additionally SHV-11 (n = 9) or SHV-28 (n =
1), OXA-9 (n = 6) and/or TEM-1 (n = 1; Table 1). Some(n = 4) of these patients had recently been hospitalized inhospitals (A and D) where KPC-3-producing ST147 isolatesexhibiting the same PFGE-type were detected (data not shown,Silva et al., unpublished data). ST15 was also frequent (n =
5, 25%), with two different clones being identified (n = 4Kp2 carrying wzi19/K19; and n = 1 Kp3 carrying wzi93/K60)between July and November 2015. These isolates co-producedOXA-9 and SHV-28. All ST15-Kp2 were identified in patientsfrom the same LTCF or region, and in one case there wasno previous hospitalization (Table 2). ST231 isolates carryingwzi104 (n = 3 Kp4; October 2015) co-produced SHV-1 andTEM-1 (n = 1), and were identified in patients for which noepidemiological link could be established. Sporadic clones suchas ST348 carrying wzi94 (n = 1 Kp5; October 2014) or ST109carrying wzi22 (K22.37; n = 1 Kp6; September 2015) producingother β-lactamases were also detected (Table 1).
IncFIA and IncN Plasmids Involved in theDissemination of blaKPC-3-Tn4401dIn all isolates, the blaKPC−3 was identified between ISKpn7(upstream) and ISKpn6 (downstream), in a structure previouslydescribed as Tn4401 isoform d, known to have a 68bp deletionbetween ISKpn7 and blaKPC gene (Chen et al., 2014b). Isolatesshowed a variable number of plasmids (2–5 plasmids) withdifferent sizes (40–500 kb), frequently from IncFIIK and IncRfamilies. In most of the cases (n = 16/20 isolates from differentclones), blaKPC−3 was located within cointegrated plasmids (105to 250 kb) carrying repAFIA (100% identity with that of pBK30661plasmid, GenBank accession number KF954759), repAFII (100%identity with that of pBK30683 plasmid, GenBank accessionnumber KF954760), and oriColE1 (100% identity with ori p15 genepKBuS13 plasmid, GenBank accession number KM076933). Inthe remaining isolates (n = 4/20 isolates belonging to ST147),blaKPC−3 was identified in a ca. 50 kb IncN plasmid [repNshowing 100% identity with that of pKPC_FCF/3SP plasmid(defined by pMLST as repN allele 7; ST15), GenBank accessionnumber CP004367] (Table 1). The two isolates for which aless extended resistance profile was observed (Table 2) carriedblaKPC−3 within IncN plasmids and no additional IncF plasmidswere observed. The blaCTX−M−15 (when present) was variablylocated in a ca. 200 kb-IncFIIK7 (ST348) or in a ca. 60 kb-IncR(ST15-Kp3) plasmid type.
DISCUSSION
In this study, we highlight a polyclonal structure of KPC-3 producing K. pneumoniae isolates among patients outside
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TABLE 2 | Antimicrobial resistance patterns of KPC-3-producing K. pneumoniae clones.
Antimicrobial % of Resistance (MIC range, mg/L)a,b
All ST147 ST15-Kp2 ST15-Kp3 ST231 ST348 ST109
(n = 20) (n = 10) (n = 4) (n = 1) (n = 3) (n = 1) (n = 1)
Amoxicillin/clavulanic acid 100 100 100 100 100 100 100
Mecillinam 100 100 100 100 100 100 100
Ceftazidime 100 100 100 100 100 100 100
Cefotaxime 100 100 100 100 100 100 100
Cefepime 100 100 100 100 100 100 100
Cefotaxime 85 80 100 100 100 100 0
Aztreonam 100 100 100 100 100 100 100
Ertapenem 100 (1–16) 100 (1–4) 100 (4–16) 100 (8) 100 (4–8) 100 (8) 100 (1)
Imipenem 75 (2–16) 100 (4–8) 25 (2–8) 100 (8) 33 (2–8) 100 (16) 100 (4)
Meropenem 40 (1–8) 20 (1–4) 25 (2–4) 100 (8) 67 (2–8) 100 (4) 100 (4)
Amikacin 50 60 75 0 33 0 0
Gentamicin 70 70 100 0 67 100 0
Netilmicin 75 70 100 100 67 100 0
Tobramycin 80 70 100 100 100 100 0
Ciprofloxacin 95 100 100 100 100 100 0
Sulfamethoxazole/trimethoprim 90 80 100 100 100 100 100
Trimethoprim 90 80 100 100 100 100 100
Chloramphenicol 35 0 75 100 100 0 0
Fosfomycin 15 10 0 100 0 100 0
Colistin 0 0 0 0 0 0 0
aAll intermediate isolates were considered as resistant.bClinical Breakpoints (Ertapenem - S≤0.5 mg/L; Imipenem and Meropenem - S≤2 mg/L) and ECOFF values (Ertapenem - WT≤0.064 mg/L; Imipenem - WT≤1 mg/L; Meropenem -WT≤0.125 mg/L) for MIC defined by EUCAST for K. pneumoniae.
hospital boundaries in Portugal consistent with nosocomialacquisition, and unveil novel or uncovered plasmid backbonescarrying blaKPC−3 in Europe.
The first clinical cases of KPC-3 producers in Portugal weredetected in 2009 in a pediatric unit of a hospital from theLisbon and Tagus Valley region and involved 2 K. pneumoniaebelonging to ST11 (Machado et al., 2010). Months later anduntil 2011, an outbreak involving 41 KPC-3-producing isolates,most of them (n = 29) assigned to ST14, was reported (Calistoet al., 2012). More recently, a nationwide study reported 22K. pneumoniae producing KPC-3 (mainly ST11, ST14, ST15,and ST147 clones) in several hospitals between 2010 and2013 but plasmid backgrounds had been poorly characterized(Manageiro et al., 2015). However, the situation concerningcarbapenemase-producing Enterobacteriaceae in Portugal wasonly recently recognized in the EuSCAPE survey, where ourcountry appeared in level 2b (sporadic hospital outbreaks)mainly due to the expansion of KPC producers (Albiger et al.,2015). The data presented in this study strengthens an ongoingdissemination of KPC-3 producers in Portugal, where theidentification of these bacteria among such a high diversityof healthcare institutions other than hospitals might potentiatetheir impact for both hospital and community settings. It isthus advisable a reinforcement of infection control measures,surveillance, and tracking of isolates resistant to carbapenems
in clinical institutions, and a coordinated action betweenclinicians, epidemiologists and national reference laboratoriesfor guidance and harmonization of protocols (Albiger et al.,2015).
We observed a polyclonal structure of KPC-3-producingK. pneumoniae isolates, where most of the clones identified(ST15, ST147, ST348) exhibited the same PFGE-pattern asCTX-M-15 (ST348, ST15-Kp2, and -Kp3) or SHV-12 (ST147)producers previously involved in hospital- and community-acquired infections at least in the North region of Portugal(2010–2012; Rodrigues et al., unpublished data; Rodrigueset al., 2014). These “high-risk clones” have been linked tothe worldwide expansion of different ESBL (CTX-M-15 anddifferent SHV-types) and carbapenemases (KPC, VIM, NDM,OXA-48-like), including in Portugal (Rodrigues et al., 2014).This scenario suggests recent acquisition of blaKPC−3 by MDRK. pneumoniae genetic lineages that were already circulatingin Portugal (ST15, ST147, ST231, ST348), a situation observedless frequently than the amplification of CG258 lineages(Baraniak et al., 2015; Bonura et al., 2015; Ocampo et al.,2015).
The ST147 clone [clonal group (CG) 147] exhibiting capsulartype K14.K64 was identified in patients from diverse LTCFs andNHs for a long period of time and seems to be the predominantlineage among KPC-3-producing K. pneumoniae in different
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healthcare settings (Silva et al., unpublished data; Manageiroet al., 2015). In fact, identical KPC-3-producing ST147 isolateswere recently involved in outbreaks in hospitals where someof the patients had been previously hospitalized. Although,nosocomial acquisition is the most probable origin for mostKPC-3 producers identified in patients included in this study,it is of notice that in three cases no obvious hospitalizationlink could be established. Indeed, considering the frequentdisplacement of these patients between institutions (integratednetwork of LTCFs in Portugal) and hospitals (we had only accessto the last hospitalization event) and that intestinal colonizationmight be persistent in time (Feldman et al., 2013), we cannotcompletely discard cross transmission events in the unitsanalyzed.
The identification of two distinct ST15 (CG15) lineagesin this study (ST15-K19 and ST15-K60) is in line withrecent studies based on wzi-capsule typing unveiling thecirculation of distinct lineages within this CG, that might havedifferences in their relative occurrence, geographical, or nichedistribution and/or host susceptibility (Bialek-Davenet et al.,2014; Holt et al., 2015; Rodrigues et al., 2015; Zhou et al., 2015,http://bigsdb.web.pasteur.fr/klebsiella/klebsiella.html). TheST231 K. pneumoniae clone (CG231) had already been linked toGES-5 plus SHV-12 production in Portugal (Manageiro et al.,2015) and its association with community invasive infections(sepsis, lethal pneumonia, or meningitis), and high content invirulence and antimicrobial resistance genes have recently beenhighlighted (Holt et al., 2015). The ST109 clone is rarely reported(http://bigsdb.web.pasteur.fr/klebsiella/klebsiella.html) and it isdescribed for the first time in Portugal. However, it belongs to theCG17, associated with the expansion of CTX-M-15 and differentcarbapenemases worldwide (Rodrigues et al., 2014; Holt et al.,2015).
The blaKPC−3 was linked to Tn4401d isoform in allcharacterized KPC-3-producing Enterobacteriaceae fromPortugal (this study; Manageiro et al., 2015). In this study, weshow that in most cases (80%) Tn4401d-blaKPC−3 was locatedwithin cointegrated FIA, FII, and ColE1 plasmids (105–250kb; Table 1) corroborating the strong association betweenTn4401d-blaKPC−3 with IncFIA plasmids pointed out previouslyin large collections from the USA (Chen et al., 2014a; Deleoet al., 2014; Bowers et al., 2015; Chavda et al., 2015). We detectedFIA and FII replicons identical to those of pBK30683 plasmid(GenBank accession number KF954760) plus an additionaloriColE1 gene identical to that of the ColE1 plasmid pKBuS13(GenBank accession number KM076933), supporting the roleof these mobilizable plasmids in the assembly of MDR plasmids(Chen et al., 2014a; Garbari et al., 2015). These and other (IncFIAplus IncA/C2 or IncFIA plus IncX3) cointegration forms seemto play an important role in the intra- and inter-species spreadof carbapenem resistance genes (Chen et al., 2014a,b; Chavdaet al., 2015). To the best of our knowledge, we unveil for the first
time a cointegrate IncFIA platform carrying Tn4401d-blaKPC−3in Europe, characterized and highly represented by far only inisolates from the USA (mainly among non-ST258 and non-K.pneumoniae isolates; Chen et al., 2014a). In the remainingisolates (20%, 4 ST147), blaKPC−3-Tn4401d was located on ca.50 kb IncN plasmids, an association primarily described in thisstudy.
In conclusion, this study highlights a polyclonal structureamong KPC-3 producers identified in geographically dispersednon-hospitalized patients in Portugal, not always linkedto nosocomial acquisition, a situation that deserves closemonitoring due to its high clinical or epidemiological impact. Inall cases, a common platform (blaKPC−3-Tn4401d) was identifiedin plasmids still unnoticed in Europe (blaKPC−3-Tn4401d-IncFIA) or firstly reported here (blaKPC−3-Tn4401d-IncN).Their identification in previously circulating MDR K.pneumoniae lineages in our area (ST147, ST15, ST231, ST348)underlines the recent penetration of successful mobile geneticelements in locally circulating clonal backgrounds, rather thanthe importation of the most common global lineages fromCG258.
AUTHOR CONTRIBUTIONS
CR and JB performed the experiments and contributed with theacquisition of molecular data. CR and ÂN wrote the article andperformed analysis and interpretation of molecular data. EMand JA contributed with epidemiological data and revision ofthe manuscript. ÂN and LP contributed with the design of thestudy and final revision of the manuscript. All authors read andapproved the final version of the manuscript.
FUNDING
This work received financial support from the EuropeanUnion (FEDER funds) through Programa OperacionalFactores de Competitividade – COMPETE and NationalFunds (FCT, Fundação para a Ciência e Tecnologia)(UID/Multi/04378/2013). ÂN and CR were supported byfellowships (grant number SFRH/BPD/104927/2014 andSFRH/BD/84341/2012, respectively) from FCT throughPrograma Operacional Capital Humano (POCH).
ACKNOWLEDGMENTS
We thank Dr. Carlos Mendes, Dr. Alexandra Gomes, andDr. Bibiana Marques (Laboratório de Análises Clínicas DoutorCarlos Torres), Dr. Rui Campainha and Dr. SofiaMoniz (BotelhoMoniz Análises Clínicas - BMAC), and Dr. Ricardo Silva(Santa Casa da Misericórdia, Vila do Conde) for providing thestrains and the clinical/epidemiological data included in thisstudy.
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Conflict of Interest Statement: The authors declare that the research wasconducted in the absence of any commercial or financial relationships that couldbe construed as a potential conflict of interest.
Copyright © 2016 Rodrigues, Bavlovic, Machado, Amorim, Peixe and Novais. Thisis an open-access article distributed under the terms of the Creative CommonsAttribution License (CC BY). The use, distribution or reproduction in other forumsis permitted, provided the original author(s) or licensor are credited and that theoriginal publication in this journal is cited, in accordance with accepted academicpractice. No use, distribution or reproduction is permitted which does not complywith these terms.
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Detection of VIM-34, a novel VIM-1 variant identified in the
intercontinental ST15 Klebsiella pneumoniae clone
Carla Rodrigues1, Ângela Novais1, Elisabete Machado1,2, Luísa Peixe1*
1UCIBIO-REQUIMTE. Laboratório de Microbiologia, Faculdade de Farmácia,
Universidade do Porto, Porto, Portugal; 2FP-ENAS/CEBIMED. Faculdade de Ciências da
Saúde, Universidade Fernando Pessoa, Porto, Portugal.
Journal of Antimicrobial Chemotherapy 2014; 69 (1): 274-275
Oxford University Press has authorized the reproduction of the final published PDF version of this
paper in this thesis through the License Agreement Number 4091970885366 on April 18, 2017.
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J Antimicrob Chemother 2014doi:10.1093/jac/dkt314Advance Access publication 9 August 2013
Detection of VIM-34, a novel VIM-1variant identified in theintercontinental ST15Klebsiella pneumoniae clone
Carla Rodrigues1, Angela Novais1, Elisabete Machado1,2
and Luısa Peixe1*
1REQUIMTE, Laboratorio de Microbiologia, Faculdade de Farmacia,Universidade do Porto, Portugal; 2CEBIMED, Faculdade de Ciencias daSaude, Universidade Fernando Pessoa, Porto, Portugal
*Corresponding author. Universidade do Porto, Faculdade de Farmacia,REQUIMTE Research Laboratory, Rua de Jorge Viterbo Ferreira 228, 4050-313 Porto, Portugal. Tel: +351-22-042-85-80; Fax: +351-22-042-85-90;E-mail: [email protected]
Keywords: carbapenem resistance, MBL, ESBL, pandemic, class 1integron
Sir,Enterobacteriaceae producing metallo-b-lactamases (MBLs), andparticularly VIM-type MBLs, have frequently been implicated in hos-pital outbreaks across Europe,1 blaVIM genes having been linked toTn402 derivatives, epidemic plasmids (IncN, IncI1, IncHI2) and occa-sionally with particular Enterobacteriaceae clones.1–4 VIM enzymeshave been classified in three clusters (VIM-1, VIM-2 and VIM-7)according to their amino acid sequences (http://www.lahey.org/studies), VIM-1 and VIM-2 being the most widespread variants.5
In this study, we report the molecular epidemiology and the anti-biotic susceptibility profiles of Klebsiella pneumoniae clinical isolatesproducing VIM-34, a novel VIM-1 variant identified in Portugal.
In October 2011 and October 2012, two K. pneumoniae isolates(strains K43 and K47, respectively) showing reduced susceptibilityto carbapenems (MICs 0.38–1.0 mg/L) were recovered fromurine samples of hospitalized patients in a general hospital innorthern Portugal (Hospital Pedro Hispano). They are the onlycarbapenemase-producing Enterobacteriaceae isolates identifiedin this hospital since the beginning of 2011, when reference proto-cols for carbapenemase detection were adopted.
Antimicrobial susceptibility tests were performed using theEtest for b-lactams and disc diffusion for all other antimicrobialagents. These showed that all isolates were resistant to diversecephalosporins, aztreonam,b-lactam/b-lactamase inhibitor com-binations (Table 1), nalidixic acid, ciprofloxacin, chloramphenicol,gentamicin, kanamycin, netilmicin, streptomycin, tobramycinand sulphonamides, but susceptible to trimethoprim andamikacin (http://www.eucast.org/).6 Standard disc diffusion pheno-typic tests using different b-lactams and b-lactamase inhibitors(cefotaxime, ceftazidime, imipenem; 0.2 mM EDTA, clavulanic acid),6
isoelectric focusing, PCR and sequencing7 demonstrated the pro-duction of VIM-34 (pI¼5.4) (GenBank accession numberJX013656), a novel VIM-type enzyme differing from VIM-1 by oneamino acid change (V113I, according to MBL standard numbering
scheme) and co-production of SHV-1 (pI¼7.6) and SHV-12(pI¼8.2) extended-spectrum b-lactamase. We could not identifythe origin of these isolates but as both patients had multiple previ-ous hospitalizations (including in other hospitals) and carried thesame novel blaVIM type, a common nosocomial source seemsmore plausible than community acquisition.
The blaVIM-34 from the K47 isolate was cloned in the pBGS18(kanamycinresistance)plasmidusingprimersVIM-EcoRI(5′-GGGAATTCGCAGTCGCCCTAAAACAAAG-3′) and VIM-PstI (5′-AACTGCAGCCGCTCCAACGATTTGTTAT-3′) (restrictionsitesareunderlined),andtheexpressionvector (pBGS18/VIM-34) was further introduced into Escherichiacoli DH5a, as previously reported.8 MICs of different b-lactamswere determined using the Etest (in triplicate) and compared withthose corresponding to a blaVIM-1-carrying clone obtained in thesame conditions (Table 1). The VIM-34-producing E. coli recombin-ant yielded b-lactam MIC values similar to those observed inthe VIM-1-encoding transformant (with the exception of cefoxitin;Table 1). Because our experiments were performed in an isogeniccontext and identical standard experimental conditions, we are ableto hypothesize that the substitution V113I has a low influence onthe MICs of carbapenems, although further studies of enzymaticactivity are required to confirm this observation.
The isolates exhibited identical XbaI-PFGE profiles and clonalidentification by multilocus sequence typing(http://www.pasteur.fr/recherche/genopole/PF8/mlst/Kpneumoniae.html) revealed thatthey belong to the intercontinental ST15 K. pneumoniae clone,widely disseminated in different European countries and associatedwith the spread of extended-spectrum b-lactamases (CTX-M-15;diverse SHV types) and/or MBLs (VIM-1, NDM-1).2,3,7,9,10Conjugationassays performed by broth and/or filter mating methods using E. coliHB101 (azide and kanamycin resistant, Lac-, plasmid free) as
Table 1. MICs of different b-lactam antibiotics for VIM-34-producingwild-type isolates and recombinant strains encoding VIM-34 or VIM-1
Antibiotic
MIC (mg/L)
Klebsiellapneumoniae
K43 (VIM-34)a
E. coli DH5a
pBGS18pBGS18/
VIM-1pBGS18/VIM-34
Amoxicillin/clavulanate 24 2 24 12Ticarcillin/clavulanate .256 2 .256 .256Piperacillin/tazobactam .256 0.75 6 6Cefalotin .256 2 64 32Ceftazidime .256 0.19 12 8Cefotaxime 32 0.125 2 2Cefepime 12 0.016 0.75 0.5Cefpirome 32 0.032 1.5 2Cefoxitin 32 4 12 4Aztreonam 32 0.023 0.023 0.016Ertapenem 0.38b 0.006 0.008 0.008Imipenem 1.0b 0.125 0.38 0.38Meropenem 0.5b 0.016 0.032 0.023
aK47 isolate exhibited identical antibiotic susceptibility profiles.bMIC values interpreted as susceptible by both EUCASTand CLSI guidelines,but above the epidemiological cut-off values defined for K. pneumoniae(http://www.eucast.org).6
Research letters
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3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
179
recipient at 228C and 378C (selection of transconjugants in MacCon-key agar with 2 mg/L of ceftazidime and 130 mg/L of azide)7 failedto yield transconjugants either for blaVIM-34 or blaSHV-12. The locationof bla (blaVIM-34, blaSHV-12) genes and plasmid characterization wereaccomplished by S1- and I-CeuI-PFGE, and identification of incom-patibility groups.7 In both isolates, blaVIM-34, blaSHV-12 and repHI2probes hybridized in the same chromosomal band (I-CeuI-PFGE)whereas no signals were observed in the S1 gel, suggesting the ac-quisition of both bla genes by an IncHI2 plasmid and subsequentplasmid (whole or in part) integration. A chromosomal locationfor bla genes, including blaVIM, has been occasionally observed indifferent Enterobacteriaceae species.1
The linkage of blaVIM-34 to class 1 integrons and Tn402 deriva-tives was investigated by PCR (intI1, 5′CS-3′CS region, orf5, orf6,IS1326, IS1353, IS6100) and sequencing.4,11 blaVIM-34 waslocated within an "6 kb class 1 integron named In817 by INTE-GRALL (http://integrall.bio.ua.pt/) (GenBank accession numberJX185132), with an original array of gene cassettes comprisingblaVIM-34, aacA4′, aphA15, aadA1b and catB2 (Figure S1; availableas Supplementary data at JAC Online). The absence of tni402
sequences and the high similarity detected with In70 and In113,identified in VIM-1-producing Achromobacter xylosoxidans, K.pneumoniae and E. coli isolates, suggests that the In817 integronmight have arisen by both recombination and in vivo evolutionevents (Figure S1; available as Supplementary data at JAC Online).4
In summary, we present the first report of VIM-34, a VIM-1-likevariant embedded in the novel integron type In817 on the chromo-some of the intercontinental ST15 K. pneumoniae clone, asso-ciated with carbapenem susceptibility profiles similar to thoseobserved for VIM-1. This study highlights the risk of further dissem-ination of the multidrug-resistant ST15 K. pneumoniae clone andgenetic backgrounds containing metallo-b-lactamase genes inour country, which deserves future monitoring.
AcknowledgementsWe thank Valquıria Alves and Antonia Read (Hospital Pedro Hispano,Matosinhos, Portugal) for the gift of strains.
FundingThis study was supported by Fundacao para a Ciencia e Tecnologia, which ispart of the Ministry of Science, Technology and Innovation of Portugal(through grants no. PEst-C/EQB/LA0006/2011, PTDC/AAC-AMB/103386/2008, EXPL/DTP-EPI/0196/2012 and FCOMP-01-0124-FEDER-027745),Fundacao Ensino e Cultura Fernando Pessoa, and an ESCMID ResearchGrant 2012 awarded to Angela Novais. Carla Rodrigues was supported byFundacao para a Ciencia e Tecnologia through grant no. SFRH/BD/84341/2012. Angela Novais was supported by a Marie Curie Intra European Fellow-ship within the 7th European Community Framework Programme(PIEF-GA-2009-255512).
Transparency declarationsNone to declare.
Supplementary dataFigure S1 is available as Supplementary data at JAC Online (http://jac.ox-fordjournals.org/).
References1 Canton R, Akova M, Carmeli Y et al. Rapid evolution and spread ofcarbapenemases among Enterobacteriaceae in Europe. Clin MicrobiolInfect 2012; 18: 413–31.
2 Samuelsen Ø, Toleman MA, Hasseltvedt Vet al. Molecular characterizationof VIM-producing Klebsiella pneumoniae from Scandinavia reveals geneticrelatedness with international clonal complexes encoding transferablemultidrug resistance. Clin Microbiol Infect 2011; 17: 1811–6.
3 Sanchez-Romero I, Asensio A, Oteo J et al. Nosocomial outbreak ofVIM-1-producing Klebsiella pneumoniae isolates of multilocus sequencetype 15: molecular basis, clinical risk factors, and outcome. AntimicrobAgents Chemother 2012; 56: 420–7.
4 Tato M, Coque TM, Baquero F et al. Dispersal of carbapenemase blaVIM-1
gene associated with different Tn402 variants, mercury transposons, andconjugative plasmids in Enterobacteriaceae and Pseudomonas aeruginosa.Antimicrob Agents Chemother 2010; 54: 320–7.
5 Cornaglia G, Giamarellou H, Rossolini GM. Metallo-b-lactamases: a lastfrontier for b-lactams? Lancet Infect Dis 2011; 11: 381–93.
6 Clinical and Laboratory Standards Institute. Performance Standards forAntimicrobial Susceptibility Testing: Twenty-Third Informational SupplementM100-S23. CLSI, Wayne, PA, USA, 2013.
7 Novais A, Rodrigues C, Branquinho R et al. Spread of an OmpK36-modifiedST15 Klebsiella pneumoniae variant during an outbreak involving multiplecarbapenem resistant Enterobacteriaceae species and clones. Eur J ClinMicrobiol Infect Dis 2012; 31: 3057–63.
8 Novais A, ComasI,Baquero Fetal. Evolutionarytrajectories ofb-lactamaseCTX-M-1 cluster enzymes: predicting antibiotic resistance. PLoS Pathog2010; 6: e1000735.
9 Damjanova I, Toth A, Paszti J et al. Expansion and countrywidedissemination of ST11, ST15 and ST147 ciprofloxacin-resistant CTX-M-15-type b-lactamase-producing Klebsiella pneumoniae epidemic clonesin Hungary in 2005-the new ‘MRSAs’? J Antimicrob Chemother 2008; 62:978–85.
10 Poirel L, Benouda A, Hays C et al. Emergence of NDM-1-producingKlebsiellapneumoniae inMorocco.JAntimicrobChemother2011;66:2781–3.
11 Novais A, Baquero F, Machado E et al. International spread andpersistence of TEM-24 is caused by the confluence of highly penetratingEnterobacteriaceae clones and an IncA/C2 plasmid containing Tn1696::Tn1and IS5075-Tn21. Antimicrob Agents Chemother 2010; 54: 825–34.
J Antimicrob Chemother 2014doi:10.1093/jac/dkt315Advance Access publication 29 August 2013
Mutant prevention concentrations ofcolistin for Acinetobacter baumannii,Pseudomonas aeruginosa and Klebsiellapneumoniae clinical isolates
Myung-Jin Choi and Kwan Soo Ko*
Department of Molecular Cell Biology, Samsung BiomedicalResearch Institute, Sungkyunkwan University School of Medicine,Suwon 440-746, Korea
Research letters
275
JAC
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
180
Figure S1 is available as Supplementary data at JAC online
Supplementary data
Figure S1. Comparison of the novel class 1 integron (In817) containing the new blaVIM-34 gene described in this study with highly similar
integron structures (In70, In113) previously described.4 Open reading frames (ORFs) are indicated by arrows. Black boxes represent class 1
integron conserved (CS) regions and light grey boxes represent the gene cassettes. The P1/Pant promoter type, which directs the expression of the
gene cassettes, is indicated by fine black arrows. The 59-base elements (attC recombination site) of the corresponding gene cassettes are
indicated by white circles.
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
181
High rates of long-term care facilities (LTCFs) residents colonized with multidrug resistant Klebsiella pneumoniae lineages frequently causing
infections in Portuguese clinical institutions
Carla Rodrigues1, Ana C Mendes1,2, Filip Sima1, Jan Bavlovič3,4,
Elisabete Machado1,5, Ângela Novais1, Luísa Peixe1*
1UCIBIO/REQUIMTE. Faculdade de Farmácia, Universidade do Porto, Porto, Portugal; 2Serviço de Microbiologia, Centro Hospitalar do Porto, Portugal; 3Faculty of Pharmacy in
Hradec Králové, Charles University, Prague, Czech Republic; 4Faculty of Military Health
Sciences, University of Defense, Brno, Czech Republic; 5FP-ENAS/CEBIMED. Faculdade
de Ciências da Saúde, Universidade Fernando Pessoa, Porto, Portugal.
Running Tittle: Faecal carriage of MDR Enterobacteriaceae among LTCFs residents Keywords: intestinal colonization, ESBL, AmpC, MLST, capsule subtyping
Corresponding author:
*Luísa Peixe.
UCIBIO/REQUIMTE,
Laboratório de Microbiologia, Faculdade de Farmácia,
Universidade do Porto,
Rua Jorge de Viterbo Ferreira, n. 228,
4050-313 Porto, Portugal
Tel.: +351 220 428 580
E-mail: [email protected]
Manuscript Final Draft
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
182
Sir,
The recent increase of extended-spectrum β-lactamase (ESBL)-producing Klebsiella
pneumoniae (Kp) and the emergence of carbapenemase-producing Kp in Portuguese hospitals
parallels epidemiological trends described in other countries (1,2). Moreover, the recent
demonstration that Kp isolates causing hospital infection often correspond to the patient's own
colonizing strains, stresses the need to survey multidrug-resistant (MDR) bacteria among the
intestinal flora of patients from different clinical settings (3). Long-term care facilities (LTCFs) are
fundamental institutions in contemporary healthcare services, mainly in the assistance of elderly
people who due to frequent hospitalizations, recurrent antibiotic consumption and communal living
are at a high risk of infection by MDR bacteria (4,5). Different studies among European LTCFs
residents have pointed out the high rates of colonization by CTX-M-15-producing Escherichia coli
belonging to the pandemic ST131 clones, and a low occurrence of carbapenemase-producing
bacteria. However, little is known regarding the prevalence and diversity of other MDR non-E. coli
Enterobacteriaceae species (and particularly Kp) colonizing LTCFs residents, including in
Portugal (4,6,7). The aim of this study was to assess the faecal carriage rate and epidemiological
features of non-E. coli Enterobacteriaceae isolates resistant to extended-spectrum β-lactams among
Portuguese LTCFs residents.
Faecal samples from residents (n=47; 32 females/15 males) at LTCF I (25 beds/n=25
samples) and LTCF II (40 beds/n=22 samples) located in the North of Portugal were collected on
July 2015 and January 2016, respectively. A total of 81% of the residents were ≥70 years old, 44%
were previously hospitalized or shared a room with other residents, and 58% received antibiotic
treatment during the three months preceding sampling (mainly amoxicillin-clavulanate, but also
fosfomycin or levofloxacin). Faecal samples were suspended in 2 mL of saline solution and 0.2 mL
were seeded on chromID® ESBL for screening of isolates producing ESBL and/or acquired AmpC.
For carbapenemase detection, the 0.2 mL were seeded directly on the chromID® Carba SMART
agar plate (37ºC/24-48h) or after a preenrichment step (0.1 mL inoculum in 10 mL of trypticase soy
broth containing a 10-µg meropenem disk, and incubation at 37ºC/18h) (8,9). All presumptive non-
E. coli Enterobacteriaceae (representative morphotypes/plate) were selected for further
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
183
characterization. Bacterial identification was assessed by species-specific PCR and/or MALDI-
TOF MS (VITEK MS Biomérieux, Marcy l'Etoile, France). Production of ESBL/acquired AmpC
or carbapenemases was detected by phenotypic and Blue-Carba tests, respectively, PCR and
sequencing (8). Susceptibility testing to non-β-lactams antibiotics was performed by the disk
diffusion method (http://www.eucast.org/clinical_breakpoints/). Clonal relatedness among Kp
isolates was evaluated by Fourier transform infrared with attenuated total reflectance (FTIR-ATR)
spectroscopy, multilocus sequence typing (MLST) and wzi capsular typing
(http://bigsdb.pasteur.fr/klebsiella/primers_used.html), as described previously (10,11).
Microbiological air quality was also assessed using an air sampler (MAS100, Merck
Millipore, Germany) with a flow rate of 100 L/min. Air samples of 250 L were collected from
different common indoor (n=3, LTCF I; n=1, LTCF II) and outdoor (n=1 for both institutions)
spaces using different culture medium petri dishes [plate count agar (PCA), chromID® ESBL and
chromID® Carba SMART], which were further incubated at 25ºC/72h (PCA, for fungi
quantification) or at 37ºC/48h (PCA and other culture medium, for bacteria quantification). The air
bioburden values were expressed in CFUs per m3 (CFU/m3), and air quality was categorized
according to the Portuguese law (Ordinance No. 353-A/2013 4 December)
(https://www.academiaadene.pt/download/pt/portaria-n-353-a2013-recs-ventilacao-e-qai.pdf).
A high proportion of faecal samples (n=19/47; 40.4%) was positive for non-E. coli
Enterobacteriaceae producing ESBL (29.8%) or acquired AmpC (10.6%). It is of interest to
highlight that in 53% of the samples we also identified E. coli producing ESBL, leading to an
overall rate of faecal carriage with ESBL-producers of 81% (data not shown). Quality of air
samples was within the established standards at LTCF I, but fungi and bacteria counts were above
the limit in LTCF II (https://www.academiaadene.pt/download/pt/portaria-n-353-a2013-recs-
ventilacao-e-qai.pdf), whereas no growth was detected on selective plates (chromID® ESBL and
chromID® Carba SMART). Similar colonization rates (44% in LTCF I and 36% in LTCF II) were
observed in both institutions, despite some epidemiological differences (Table 1). The colonization
rates by ESBL-producing non-E. coli Enterobacteriaceae (29.8%) was significantly higher than
that encountered some years ago among LTCFs and nursing home residents in our country (~6%,
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
184
2008-2012), or LTCFs from other European countries (~8%, 2012-13) (6,12). Despite the low
sample size, this extraordinary increase (ca. 5-fold) depicts a worrying scenario taking into
consideration this at-risk population, probably influenced by the recent global expansion of MDR
Kp isolates in clinical institutions from our country
(http://ecdc.europa.eu/en/publications/Publications/antimicrobial-resistance-europe-2015.pdf).
Carbapenemases-producing Enterobacteriaceae were not detected despite they are increasingly
identified (mainly KPC-3 and OXA-48) among clinical isolates from either hospitalized and non-
hospitalized patients from LTCFs and nursing homes in Portugal (2,13).
CTX-M-15 (n=16 isolates, 14 samples) and DHA-1 (n=6 isolates, 5 samples) were,
respectively, the only ESBL and acquired AmpC variants identified (Table 1). In LTCF I, CTX-M-
15 was predominant (n=12 isolates in 91% of the samples), especially among Kp ST15 lineages (7
wzi19-K19, 3 wzi24-K24). Some of these residents shared rooms and had been previously
hospitalized or institutionalized in variable hospitals or LTCFs, respectively. A DHA-1-producing
ST11 (wzi75) Kp isolate was sporadically detected (Table 1). Both ST15 Kp clonal lineages (K19,
K24) or ST11-wzi75 have been frequently identified among isolates producing CTX-M-15, KPC-3
or DHA-1 in Portuguese clinical institutions (1,2,13). Conversely, in LTCF II, CTX-M-15 (n=4
isolates in 50% of the samples) was detected in 2 Kp clones (2 ST348-wzi94 and 1 ST15-wzi24)
and 1 Enterobacter aerogenes from residents with previous admissions at different LTCFs,
whereas DHA-1 (n=5 isolates in 50% of the samples) was identified in diverse species and lineages
(Kp, Proteus mirabilis, Enterobacter spp.) from residents with previous hospital admissions (Table
1). It is of note the co-colonization by isolates from the same or different species harbouring the
same enzyme (which suggests in vivo transfer of bla gene), as well as the strain variability in
residents with previous admission in the same institution.
Our study reveals increased and alarming colonization rates by MDR Enterobacteriaceae
among LTCFs residents that represent a challenge for these institutions in terms of stewardship and
infection prevention and control, and also highlight the risk of further dissemination of MDR
bacteria to healthcare professionals, residents’ families and the community in general. Most of the
isolates identified belonged to the same Kp lineages [ST11 (wzi75), ST15 (wzi19, wzi24) and
3.2. Elucidating the drivers for expansion of Klebsiella pneumoniae resistant to extended-spectrum β-lactams in different Portuguese clinical settings
185
ST348 (wzi94)] of those causing infections in clinical institutions from the same geographic area,
evidencing a higher risk of infection by this vulnerable population. It is of note the variability
observed on the acquired antibiotic resistance genes of such lineages (ESBL, AmpC,
carbapenemases) among colonization/infection isolates in our settings, which might reflect the
open genome of such lineages for plasmid exchange. Finally, the antibiotic susceptibility data
obtained in this study could support an optimized empirical therapeutic approach in these
institutions.
Acknowledgments: We are grateful to the residents, the healthcare personnel and the management
board of the long-term care facilities that participated in this study. We thank to bioMérieux for
kindly providing chromID® ESBL and chromID® CARBA agar plates for this study.
Funding: This work received financial support from the European Union (FEDER funds
POCI/01/0145/FEDER/007728) and National Funds (FCT/MEC, Fundação para a Ciência e
Tecnologia and Ministério da Educação e Ciência) under the Partnership Agreement PT2020
UID/MULTI/04378/2013. CR and ÂN were supported by fellowships from FCT
(SFRH/BD/84341/2012 and SFRH/BPD/104927/2014, respectively).
Transparency declarations: Nothing to declare.
References
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one year. BMC Infect Dis. 2015;15(1):168.
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188
Tabl
e 1.
Epi
dem
iolo
gica
l dat
a of E
SBL-
or a
cqui
red
Am
pC-p
rodu
cing
non
-E. c
oli i
sola
tes i
dent
ified
in re
siden
ts fro
m P
ortu
gues
e LTC
Fs (2
015
and
2016
).
NA, n
ot ap
plica
ble;
NI, n
ot id
entif
ied; S
, sha
red
room
; I, i
ndiv
idua
l roo
m.
a F, F
emale
, M, M
ale; b ST
, Seq
uenc
e Typ
e; c
Varia
bilit
y am
ong
isolat
es is
show
n in
par
enth
esis;
d AMK,
amik
acin
; CIP
, cip
roflo
xacin
; CLO
, chl
oram
phen
icol;
GEN,
gen
tamici
n; K
AN, k
anam
ycin
; NAL
, nali
dixi
c acid
; NET
, neti
lmici
n; S
TR,
strep
tom
ycin
; SUL
, sul
phon
amid
es; S
XT, s
ulfa
meth
oxaz
ole;
TET,
tetra
cycli
ne; T
MP,
trim
ethop
rim; T
OB, t
obra
myc
in; e
Sing
le Lo
cus V
arian
t (SL
V) o
f ST4
05.
LTC
F (S
ampl
ing
date
)
Res
iden
t(s)
Gen
der/
Age
a Dat
e of
adm
issio
n in
the
LTC
F Lo
cal o
f pre
viou
s in
tern
men
t St
rain
R
oom
type
Spe
cies
(no.
) ES
BL o
r A
mpC
ST
b FT
IR
clus
ters
wzi
Res
istan
ce to
non
-β-la
ctam
sc,d
LTCF
I (J
uly
2015
) LT
1-LT
6 F(
4)/7
4-85
M
(2)/6
0-71
14
.10.
2014
- 24
.6.2
015
H1,
H2,
H3,
LT
CF1,
LTC
F2,
LTCF
3
LT1.
1-LT
6.1
S (3
), I (
3)
K. p
neum
onia
e (6)
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Chapter 3 – Results and discussion
189
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
3.3.1. Congruence between capsular genotypic and phenotypic features of
multidrug-resistant (MDR) Klebsiella pneumoniae clones: a step-forward
on K- typing by Fourier Transform Infrared (FTIR) Spectroscopy.
3.3.2. Fourier Transform Infrared (FTIR) spectroscopy based-typing for “real-
time” analysis of an outbreak by carbapenem-resistant Klebsiella
pneumoniae isolates.
3.3.3. Elucidating constraints for differentiation of major human Klebsiella
pneumoniae clones by MALDI-TOF MS.
3.3.4. High-resolution analysis of the globally disseminated multidrug-resistant
Klebsiella pneumoniae Clonal Groups 14 and 15.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
191
Congruence between capsular genotypic and phenotypic features of multidrug-resistant (MDR) Klebsiella pneumoniae clones: a step-
forward on K-typing by Fourier Transform Infrared (FTIR) Spectroscopy
Carla Rodrigues1, Clara Sousa2, João Almeida Lopes3, Ângela Novais1, Luísa Peixe1*
1UCIBIO/REQUIMTE, Laboratório de Microbiologia, Faculdade de Farmácia,
Universidade do Porto, Porto, Portugal. 2LAQV/REQUIMTE, Departamento de Ciências
Químicas, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal. 3Research
Institute for Medicines (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa,
Lisboa, Portugal.
Running Title: FTIR-based typing of MDR K. pneumoniae clones
Keywords: high-risk clones, capsular typing, LPS, virulence, yersiniabactin
Corresponding Author: * Luísa Peixe. UCIBIO/REQUIMTE,
Laboratório de Microbiologia,
Faculdade de Farmácia, Universidade do Porto,
Rua de Jorge de Viterbo Ferreira, n. 228,
4050-313 Porto, Portugal
Tel.: +351 220 428 580
E-mail: [email protected]
Manuscript Final Draft
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
192
ABSTRACT
Multidrug resistant (MDR) Klebsiella pneumoniae (Kp) strains are overrepresented by
particular clonal groups (CGs), such as CG14, CG15, CG101, CG147 and CG258. Capsular
diversity within these clones has been uncovered by recent molecular methods for capsule typing,
but it has been essentially explored for CG258. Since capsule is a major virulence factor, the
correlation between genotypic and phenotypic features is necessary to clarify possible host-
pathogen interactions. The main goal of this study is to assess the potential of Fourier transform
infrared (FTIR) spectroscopy, a phenotype-based method yielding characteristic bacterial surface
fingerprinting, for strain level discrimination in an international collection of clinically relevant
MDR Kp clones.
One hundred and fifty-eight previously characterized MDR K. pneumoniae isolates
representative of different worldwide spread clones or CG (ST14, ST15, ST39, ST54, ST101,
ST147, ST336, CG258) producing diverse ESBLs and/or carbapenemases were studied. Capsular
types, (wzi sequencing, and association with cps locus using KAPTIVE database), O-types and
virulence genes were characterized by genotypic methods. Phenotypic characterization of K-types
was performed by FTIR-ATR, and data analysed by chemometric tools.
Despite the high capsular diversity found (prevailing rhamnose capsule types), specific
associations between capsular types and particular ST or lineages could be depicted in different
geographic regions over time, that were correctly (90,9-99,5%) discriminated by FTIR-ATR.
Additionally, variants within Kp ST11 and ST15 clones were inferred from genotypic methods and
further corroborated by FTIR-ATR. Conversely, a low diversity was observed among O-types, O1
and O2 being the most prevalent. Moreover, MDR Kp clones analysed were enriched in type 1 and
3 fimbriae and iron uptake systems (yersiniabactin and Kfu system).
We demonstrate for the first time the potential of FTIR-ATR to differentiate K.
pneumoniae capsular types, highlighting the potential of this methodology as a fast and accurate
alternative K-typing tool. The high prevalence of rhamnose capsule derivatives among MDR Kp is
also of relevance, and needs to be further explored in terms of host-pathogen interactions and the
design of therapeutic or preventive perspectives. Our study also provides a comprehensive
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
193
characterization of international MDR K. pneumoniae clones, unveiling their enrichment in specific
virulence factors, which is worrisome due to the possible clinical impact.
INTRODUCTION
Klebsiella pneumoniae (Kp), a Gram negative encapsulated bacterium from the
Enterobacteriaceae family, is a frequent cause of hospital- (mainly pneumonia, urinary tract or
wound infections and sepsis) and community-acquired (pyogenic liver abscess, meningitis,
pneumonia or urinary tract infections) infections (1,2). In the last years, the infection rates caused
by Kp and generally associated with resistance to multiple antibiotics increased alarmingly, rising a
serious global public health concern (1,3)
(http://ecdc.europa.eu/en/publications/publications/antimicrobial-resistance-europe-2014.pdf).
The distinct clinical manifestations combined with the output of the different typing
methods [capsular typing, multilocus sequence typing (MLST) and more recently whole-genome
sequencing (WGS)] settled the basis for the definition of two distinct Kp populations comprising
hypervirulent (HV) or multidrug resistant (MDR) strains (4,5). Capsule has been recognized in Kp
strains as a major virulence factor that protects bacteria from phagocytosis and from the
bactericidal effect of the human serum (6). In fact, the expression of specific capsular types or K-
types (mainly K1 and K2) linked to enhanced capsular production (due to the expression of mucoid
phenotype regulators - rmpA and rmpA2), together with particular virulence factors, such as
siderophore systems (yersiniabactin and aerobactin locus), seem to play a major role in the ability
of HV Kp to cause invasive infections (4,5,7). On the other hand, MDR Kp isolates usually have a
lower content in Kp recognized virulence factors (mainly type 1 and 3 fimbriae) and a greater
diversity of capsular types, although the significance in terms of infectivity potential is unclear
(4,7). At a global level, MDR strains causing human infection and commonly linked to the
production of diverse extended-spectrum β-lactamases (ESBL), acquired AmpCs and/or
carbapenemases belong to a few clonal groups (CGs) (CG14, CG15, CG101, CG147, CG258).
Among these, capsular diversity has been explored mainly for CG258 isolates, where different
lineages have been associated with specific capsular types (8–10).
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
194
Kp strains express on the cell surface K-antigens from the capsular polysaccharide (CPS)
and O-antigens from the lipopolysaccharide (LPS), being antigenically recognized 77 K-types and
9 O-types (2,6). Despite being still considered the reference technique for K- and O-type
determination, serotyping is restricted to reference centers (and thus has limited applicability) and
has not 100% coverage (2,6). More recently, the identification of particular discriminatory cps gene
markers or the massive use of WGS facilitated both O- and K-typing, which particularly boosted
the knowledge on capsular variation among Kp MDR strains (11–14). Nevertheless, the
information obtained by these methods is limited to a genotypic (wzi/wzc-based typing, targeting
conserved cps genes) or genomic (the KAPTIVE platform, targeting the whole cps cluster)
fingerprint of the cps locus (12–14). Considering that the expression of capsular types with variable
polysaccharide composition will condition host-pathogen interactions, it is mandatory to correlate
genotypic and phenotypic features. Within the techniques that allow a phenotypic characterization
of bacteria at the surface level, Fourier transform infrared (FTIR) spectroscopy-based
fingerprinting represents an attractive alternative. Some studies highlight its potential for
discrimination of capsular types, but it has never been explored for Kp (15–18). This rapid and
cost-effective methodology is based on the interaction of infrared radiation with the bacterial
isolate, which leads to the vibration of certain functional groups, providing a specific fingerprint
that reflects the structure and composition of the whole cell (nucleic acids, polysaccharides,
proteins, fatty acids) (15,19). The main purpose of this study is to assess the potential of FTIR for
strain level discrimination of a representative and international collection of MDR Kp strains and to
correlate phenotype-based FTIR-assignments with genotypic features.
MATERIAL AND METHODS
Bacterial Strains
One-hundred fifty-eight well-characterized MDR Kp clinical isolates were analysed in this
study. They represent a snapshot of major MDR clones responsible for outbreaks or endemic
situations in multiple countries (Brazil, Greece, Poland, Portugal, Romania, Spain) in a large period
of time (2003-15). Most of the isolates were producers of ESBLs, acquired AmpCs and/or
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
195
carbapenemases and belonged to different pulsed-field gel electrophoresis (PFGE)-types (n=36),
sequence types (ST) (n=13) or CG (n=7). Details about the bacterial isolates included in this study
are summarized in Table 1.
Gene virulence Content
The presence of 9 putative virulence genes including siderophores [enterobactin (entB),
aerobactin (iutA), yersiniabactin (ybtS)], ferric ABC transporters (kfu), adhesins [type 1 (fimH) and
type 3 (mrkD) fimbriae], urease operon (ureA), allantoinase cluster (allS) and regulators of mucoid
phenotype (rmpA) was screened by PCR (20).
Genotypic characterization of CPS and LPS
Capsular genotyping was performed by PCR and sequencing of wzi (12) and occasionally
wzy genes (13). Specific LPS antigens (O1, O2, O3 and O5) were identified by PCR (11).
FTIR with attenuated total reflectance (ATR) spectra acquisition
Isolates were grown on Mueller-Hinton agar at 37ºC for 18h and colonies were directly
transferred from the agar plates to the ATR crystal and air-dried in a thin film. Spectra were
acquired using a Perkin Elmer Spectrum BX FTIR System spectrophotometer in the ATR mode
with a PIKE Technologies Gladi ATR accessory from 4000–600 cm-1 and a resolution of 4 cm-1
and 32 scan co-additions. For each isolate, three instrumental replicates (obtained from the same
agar plate in the same day) and three biological replicates (obtained in three independent days)
were acquired and analyzed, corresponding to a total of nine spectra per strain (21,22).
Spectra preprocessing and modeling
Original FTIR-ATR spectra were processed with standard normal variate (SNV) followed
by the application of a Savitzky-Golay filter (9 smoothing points, 2nd order polynomial and 2nd
derivative) and mean-centring (23,24). Due to the high amount of data generated, a mean spectrum
of each isolate (resulting from nine congruent replicates) was considered in the analysis performed.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
196
Spectra were further analysed by supervised (partial least squares discriminant analysis,
PLSDA) and unsupervised (principal component analysis, PCA) chemometric methods. The
selected spectral region was the one corresponding to the phospholipids/DNA/RNA and
polysaccharides vibrations (1500-900 cm-1). All chemometric analysis was performed using Matlab
version 6.5 release 13 (MathWorks, Natick, MA) and PLS Toolbox version 3.5 for Matlab
(Eigenvector Research, Manson, WA, USA). The PLSDA model is based on the PLS regression
method, and requires a previous knowledge about all the samples used. In PLSDA models, to each
isolate spectrum (xi) was assigned a vector of zeros with the value one at the position
corresponding to its ST or K-type (yi), in such a way that categorical variable values (ST or K-
types) can be predicted for samples of unknown origin. Model loadings and the corresponding
scores were obtained by sequentially extracting the components or latent variables (LVs) from
matrices X (spectrum) and Y (matrix codifying the ST or K-types). In PLSDA, a probability value
for each assignment is estimated for each sample. The number of latent variables (LVs) was
optimized using the leave-one-sample-out cross-validation procedure in order to prevent over-
fitting considering 70% of the available data (randomly selected). After optimization of the number
of LVs, the model was tested on the remaining 30% data in order to assess the proportion (%) of
correct predictions for each ST/K-type (21,22,25). PCA is an unsupervised method that offers the
possibility of projecting multivariate data without a priori knowledge of the sample. The direction
of maximum variability in the samples are obtained and used as a new set of axes, known as
principal components (PCs). They are created with the idea that they must be uncorrelated with one
another, with the first one describing as much variability in the data as possible, whereas the
second one explains the maximum amount of the remaining variability, and so forth (25).
RESULTS AND DISCUSSION
Genomic diversity of CPS and LPS among international MDR Kp clones: finding specific
associations
A high diversity of wzi alleles (n=22) and the corresponding capsular types (n=21, wzi24
and wzi101 codifying both for K24) was identified among the 158 MDR Kp isolates included in
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
197
this study. Four new wzi types (wzi89, wzi200-202) were detected and submitted to BIGSbd-Kp
Pasteur database (http://bigsdb.pasteur.fr/klebsiella/klebsiella.html), most of them recognized
meanwhile in other studies (14). The 21 capsular types were inferred by the wzi allele or using the
KAPTIVE platform according to previously described typing tools (12,14). Among them, 13
correspond to serologically defined K-types (K2, K14, K16, K17, K19, K23, K24, K27, K41, K48,
K60, K62, K64), 6 are presumptive new K-types (KL105, KL107, KL110, KL112, KL127, KL151)
and 2 wzi alleles (wzi200 and wzi150) remain unclear (Table 1).
Interestingly, specific associations between capsular types and STs and/or CGs from
different geographic regions and large periods of time were detected (Table 1), most of them
consistently observed in other Kp collections (9,10,12,26–28). Moreover, diverse capsular types
were associated with particular clones such as ST15 or ST11 (5 different capsular types), ST14,
ST17 or ST258 (2 distinct capsular types), suggesting the circulation of distinct lineages with
defined capsular types and a suboptimal resolution of MLST typing. Furthermore, these results
reflect the high potential for CPS diversification probably driven by host-pathogen interactions, but
also the importance of CPS typing in population structure studies as a discriminatory and
evolutionary analysis tool (Table 1) (8–10). In contrast to previous studies, capsular switching was
infrequent and observed for isolates from ST11, ST15, ST17 and ST147 or eventually between
species (K. pneumoniae and K. varicola) (Table 1) (7,14).
A schematic representation of the different capsular types identified in this work was
performed in silico using Geneious software v10.0 (Biomatters Ltd, Auckland, New Zealand) and
the sequences from the reference strains available at the NCBI database (Figure 1). Notably, 58%
(11/19, considering also KL151) of the capsular locus identified are associated with genes involved
in synthesis and processing of rhamnose (rhamnosyltransferases and operon rmlABCD), 43% with
mannose synthesis while only 5% with fucose synthesis. Although the presence of rhamnose in Kp
capsules has been recognized in MDR isolates involved in outbreaks (10,29), we firstly clarify the
abundance of rhamnose, and to a lesser extent mannose, among capsular types of a representative
collection of MDR strains. We hypothesize that the presence of rhamnose in the capsule of MDR
strains might be linked to host immune evasion responses, and that rhamnose biosynthesis pathway
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
198
biosynthesis pathway could constitute a potential target for the development of antimicrobial
agents or vaccines against MDR Kp strains due to the absence of rhamnose in humans (30).
Regarding the genotypic characterization of O-types, O1 (45.6%, 72/158) and O2 (38.6%,
61/158) were the most prevalent among our collection, as expected, followed by O3 (1.8%, 3/158)
and O5 (0.6%, 1/158), while 13.2% (21/158) of the isolates did not belong to any of these O-types
(11,31,32). O1 was associated with 6 STs and 13 distinct K-types, while O2 was detected among 4
STs and 6 K-types (Table 1). O3 was only detected among isolates from ST54 harbouring
wzi14/K14 and O5 in one ST17-wzi93/KL112 isolate. It is of interest to highlight that no specific
associations were observed between K-types and O-types, but instead that multiple O-types (O1,
O2 and O5-wzi93/KL112; O1 and O2- wzi64/K64) were in some cases observed in isolates
exhibiting the same capsular type, corroborating previous observations (31).
Virulence genotypes
Multiple virulence genes have been recognized among Kp isolates based on murine models
of infections, such as siderophores (aerobactin, yersiniabactin, salmochelin), iron uptake systems
(kfuABC operon), citotoxins (colibactin), regulators of overexpression of capsule polysaccharides
(rmpA and rmpA2), allantoin and urea metabolism, and type 1 and 3 fimbrial adhesins (fim and mrk
operons) (33,34). In this work, we explored the occurrence of recognized Kp virulence genes in a
diversity of MDR strains and also their association with specific clones, K-types or O-types. Type
1 and 3 fimbriae and the urease cluster were present in almost all MDR isolates (Table 1), contrary
to what has been reported for HV Kp strains where these virulence genes are rare (31). Type 1
fimbriae are important in the adhesion to uroepithelial cells, while type 3 fimbriae have the ability
to link to different human cell types, and both have been associated with the promotion of biofilm
formation (33,35). Our data do not support a higher prevalence of type 1 fimbriae among O1
strains, as reported (31). As expected, allantoinase cluster, aerobactin and rmpA were not detected
among MDR strains, since these virulence factors are particularly associated with HV Kp strains
(5,33). Thus, our data support that specific virulence factors seem to condition the different clinical
manifestations observed for MDR or HV Kp strains. On the other hand, yersiniabactin and the
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
199
ABC iron transporter (Kfu system) were frequently detected (64% and 39%, respectively). These
data are worrisome, since yersiniabactin is a siderophore strongly associated with invasive
infection and it seems to be a first step for subsequent acquisition of other siderophores, and Kfu
plays an important role in intestinal colonization where free ferric iron is available (7,36,37).
Yersiniabactin was detected among ST14, ST101, ST336, ST405 or ST348 and certain ST11
(wzi75/KL105, wzi27/K27 and wzi64/K64) or ST15 (wzi93/KL112, wzi24/K24 and wzi19/K19)
lineages, and sporadically among ST258 (n=2) and ST147 (n=3). Kfu was mainly detected among
ST14 and ST15 and some isolates from ST147, ST101 and ST405 (Table 1). These results,
together with previous studies, reinforce that some widespread MDR ST (in our study ST14, ST15,
ST101 and ST147) are becoming enriched in virulence factors that augment the ability of Kp to
cause invasive infections (7), which associated with their MDR phenotypes, might be catastrophic
in terms of clinical practice and patient outcomes. Also, we hypothesize that the virulence
armamentarium of K. pneumoniae is far from being completely understood and that additional non-
recognized factors might be contributing to the success of particular lineages.
Phenotypic characterization of MDR Kp clones by FTIR spectroscopy
Spectra overview
FTIR-ATR spectra of all Kp isolates tested contained bands associated with lipids (3000–
2800 cm-1), proteins/amides I and II (1700–1500 cm-1), phospholipids/DNA/RNA (1500–1185 cm-
1), polysaccharides (1185–900 cm-1) and the fingerprint region (900–600 cm-1). The main spectral
differences were detected in the phospholipids/DNA/RNA and the polysaccharides regions (1500–
900 cm-1), which were selected for further analysis and discriminatory purposes.
Analysis workflow and FTIR-based discrimination of Kp capsular types
Spectral diversity was captured by PLSDA models considering either ST or K-types (based
on wzi typing) as sample classes (Figure S1 and Figure 2, respectively). In both cases, several well
defined clusters were observed, although the distribution of the isolates in the score plots, and
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
200
hence their relatedness was congruent with the capsular types of each isolate (Figure 2 – model 1).
Both models were superimposable when one ST harboured only one capsular type distinct from all
the others identified (e.g. ST336 - wzi150). The FTIR-based assignments obtained evidenced a very
good correlation between wzi alleles and the predicted K-types providing for the first time evidence
of a correlation between genotypic and phenotypic features of the cps locus. Moreover, subtle
differences on bacterial surface components were depicted within particular K-types.
In model 1 (Figure 2), we observed some independent and homogeneous clusters including
isolates exhibiting specific capsular types, and a large cluster comprising isolates exhibiting diverse
capsular types (KL112, K24, KL105, K27, K16, K17, K60, K41, K62), probably reflecting some
degree of similarity on the composition of these capsular types. The resolution of isolates grouped
in the large cluster was accomplished by three independent PLSDA models subsequently
generated: i) model 2, that included all the isolates with K-types other than those identified among
ST11 and ST15; ii) model 3 that comprised all ST15 isolates exhibiting diverse K-types, and iii)
model 4 that included all ST11 isolates exhibiting diverse capsular types. Isolates included in
model 1 harbouring the same capsular types than those detected among ST15 and ST11 isolates
were projected in models 3 and 4, respectively, to test the specificity of these models.
Capsular discrimination within PLSDA model 2
In PLSDA model 2, eleven well-defined clusters comprising isolates exhibiting the same
capsular type were depicted (Figure 3). The few exceptions identified were 2 ST258 carrying wzi29
(K41), 1 ST14 (wzi16) isolate and 3 ST101 (wzi137) isolates (Figure 3, signed with a red circle).
Since these isolates carried the same O-types (O1, O2) than those carrying the same capsular
type/wzi allele that would explain differences in the composition of the bacterial surface, we
hypothesize possible recombination events within the cps that need to be confirmed by sequencing
of the whole cps region (10,31). According to this model, 97.5% of the K-types were correctly
predicted (Table 2).
Capsular discrimination within PLSDA model 3
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
201
In PLSDA model 3, ST15 isolates were grouped in four clusters corresponding to the four
capsular types (K24, KL112, K19, KL110) characterized by genotypic methods (Figure 3). It is of
interest to highlight that the cluster containing isolates exhibiting K24 type contained isolates
carrying either wzi24 or wzi101 alleles, reinforcing that all of them shared similar phenotypic
properties, detected by FTIR (Table 1). The confusion matrix for this model revealed a high
proportion of correct predictions (90.9%) for these K-types (Table 3). The projection of the four
isolates sharing the same capsular type than ST15 isolates revealed only two correct predictions (2
ST17-wzi93/KL112-O2), although they did not fit in the central cluster of wzi93/KL112 (Figure
S2). These results are not surprising since ST17-wzi93/KL112 isolates are O-type O2 or O5 instead
of O1 (the rest of the wzi93/KL112 isolates). In fact, O1 and O2 are more similar in terms of
composition than O5, which might justify the slightly distinct phenotypic behaviour of the ST17-
wzi93/KL112-O5 (Figure S2) (11,31). In fact, our results corroborate that FTIR-based assignments
are mostly based on the composition of the capsule, probably due to its surface location and
density, which make its structure more accessible. Phenotypic variations in isolates with similar wzi
or cps locus might occur when the O-polysaccharide of the LPS is more accessible at the cell
surface resulting in variations in FTIR-based assignments (6).
Capsular discrimination within PLSDA model 4
In this PLSDA model, six well-defined clusters of ST11 isolates were observed (Figure 5).
Three of these clusters included exclusively isolates from wzi27/K27, wzi64/K64 and
wzi202/KL127 isolates, respectively, whereas the other three clusters differentiated isolates
carrying wzi75/KL105 (arbitrarily designed as KL105-1, KL105-2 and KL105-3). All of them
displayed O2-type and variably produced OXA-48 or KPC-3 (KL105-1, all isolates from Spain),
DHA-1 or DHA-6 (KL105-2 and KL105-2, all isolates from Portugal). According to this PLSDA
model, 99.5% of the K-types were correctly predicted (Table 4), and in fact, projection of ST147-
wzi64/K64 isolates revealed that they were all correctly predicted as wzi64/K64 (Figure S3).
The representation of the mean spectra of wzi75 isolates assigned to the three different
clusters revealed differences in the 1030-1080 cm-1 region (region involved in alcoholic C–OH
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
202
vibration of polysaccharide fraction) (Figure 6) (38), and in an additional PCA model including
only wzi75 isolates the same three well-defined clusters were observed (Figure 7). The whole cps
region should be sequenced in order to characterize the genetic alterations involved in the
expression of these different subtypes of wzi75-KL105. Thus, our results unveiled phenotypic
differences on capsule assembly or composition, in spite the apparent similarity depicted by
genotypic wzi typing, whose significance needs to be further explored. This finding reinforces the
need to compare genotypic and phenotypic methods in the characterization of capsular types and
Kp populations. In the study performed by Wyres et al., two different cps clusters were identified
among wzi75 isolates, distinguished by the presence of an insertion sequence (IS5) disrupting CDS
in the non-conserved region of the cps, which might alter the composition of the capsule (10).
CONCLUSIONS
We demonstrate for the first time the potential of FTIR-ATR coupled with chemometrics
analysis to differentiate K. pneumoniae capsular types. Besides, we unveil stable associations
between capsular types and specific MDR K. pneumoniae lineages in different geographic regions
and over time, which are correctly depicted by FTIR-based assignments, highlighting the potential
of this methodology as a fast and accurate alternative typing tool. Furthermore, the phenotypic
features provided by FTIR corroborate the differences already recognized at the genotype level in
K. pneumoniae ST11 and ST15 clones, and supports the existence of different lineages circulating
within these clones, which needs additional characterization by other methodologies. The high
prevalence of rhamnose capsule derivatives among MDR K. pneumoniae is also of relevance, and
needs to be further explored in terms of host-pathogen interaction and the design of therapeutic or
preventive measures. Beyond capsular characterization, our study also provides a deeper
characterization of international MDR K. pneumoniae clones, revealing their enrichment in specific
virulence factors such as type 1 and 3 fimbriae and iron uptake systems (yersiniabactin siderophore
and Kfu ABC transport system), which is worrisome due to the possible clinical impact.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
203
Acknowledgments: We thank Marek Gniadkowski (National Medicines Institute, Poland), Vivi
Miriagou (Department of Bacteriology, Hellenic Pasteur Institute, Athens, Greece), Grigore
Mihăescu (University of Bucharest, Faculty of Biology, Deptartment of Microbiology, Bucharest,
Romania), Rafael Cantón and Teresa Maria Coque (Laboratorio de Microbiologia, Hospital
Universitario Ramón y Cajal, Madrid, Spain), Leonardo Neves de Andrade and Ana Lucia Darini
(Universidade de São Paulo, Faculdade de Ciências Farmacêuticas de Ribeirão Preto) for the
strains analysed in this study.
Funding: This work received financial support from the European Union (FEDER funds
POCI/01/0145/FEDER/007728) and National Funds (FCT/MEC, Fundação para a Ciência e
Tecnologia and Ministério da Educação e Ciência) under the Partnership Agreement PT2020
UID/MULTI/04378/2013). Carla Rodrigues and Ângela Novais were supported by fellowships
from FCT through Programa Operacional Capital Humano (POCH) (grants number
SFRH/BD/84341/2012 and SFRH/BPD/104927/2014, respectively). Clara Sousa was funded
through the NORTE-01-0145-FEDER-000024 – “New Technologies for three Health Challenges
of Modern Societies: Diabetes, Drug Abuse and Kidney Diseases”.
Conflict of interest: The authors declare that they have no conflict of interest.
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Table 1. Epidemiological data and genotypic characterization of international MDR K. pneumoniae clinical isolates 1
analysed in this study. 2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
Iron
uptake
systems
Regulator
of mucoid
phenotype
fimH mrkD entB ybtS iutA kfuBC ureA allS rmpA H1144 Portugal 2010 Kp1 CTX-M-15 93/KL112 O1
H1102 Portugal 2010 Kp1 CTX-M-15 93/KL112 O1
H1099 Portugal 2010 Kp1 CTX-M-15 93/KL112 O1
K8 Portugal 2010 Kp1 CTX-M-15 93/KL112 O1
K9 Portugal 2010 Kp1 CTX-M-15 93/KL112 O1
K10 Portugal 2010 Kp1 CTX-M-15 93/KL112 O1
K2 Portugal 2010 Kp1 CTX-M-15 93/KL112 O1
K23 Portugal 2010 Kp1 CTX-M-15 93/KL112 O1
C1709 Portugal 2012 Kp1 CTX-M-15 93/KL112 O1
H1185 Portugal 2010 Kp1 CTX-M-15 93/KL112 O1
C1699 Portugal 2012 Kp1 CTX-M-15 93/KL112 O1
H1120 Portugal 2010 Kp2 SHV-283 24/K24 O1
H1098 Portugal 2010 Kp2 SHV-283 24/K24 O1
H1100 Portugal 2010 Kp2 SHV-283 24/K24 O1
Kp55 Portugal 2014 Kp2 OXA-48 24/K24 O1
44 Portugal 2013 Kp2 OXA-48, CTX-M-15 24/K24 O1
C1686 Portugal 2012 Kp2 CTX-M-15 24/K24 O1
C1713 Portugal 2012 Kp2 CTX-M-15 24/K24 O1
C1693 Portugal 2012 Kp2 CTX-M-15 24/K24 O1
C1700 Portugal 2012 Kp2 CTX-M-15 24/K24 O1
H1119 Portugal 2010 Kp2 SHV-2 24/K24 O1
SC44 Brazil 2012 Kp2 CTX-M-15 24/K24 O1
B19H Brazil 2012 Kp2 CTX-M-8, SHV-2 24/K24 O1
H693 Portugal 2006 Kp2 CTX-M-15 24/K24 O1
H1111 Portugal 2010 Kp2 SHV-12 151/K48 O1
K21 Portugal 2010 Kp2 CTX-M-15 101/K24 O1
C1733 Portugal 2012 Kp3 CTX-M-15 19/K19 O1
C1680 Portugal 2012 Kp3 CTX-M-15 19/K19 O1
C1694 Portugal 2012 Kp3 CTX-M-15 19/K19 O1
K88 Portugal 2015 Kp3 KPC-3 19/K19 O1
K132 Portugal 2015 Kp3 KPC-3 19/K19 O1
K95 Portugal 2015 Kp3 KPC-3 19/K19 O1
K125 Portugal 2015 Kp3 KPC-3 19/K19 O1
K43 Portugal 2011 Kp4 VIM-34, SHV-12, OXA-17 89/KL110 O1
K47 Portugal 2012 Kp4 VIM-34, SHV-12, OXA-17 89/KL110 O1
H1157 Portugal 2010 Kp5 SHV-106 16/K16 O1
H1122 Portugal 2010 Kp5 SHV-106 16/K16 O1
H1096 Portugal 2010 Kp5 SHV-106 16/K16 O1
H1095 Portugal 2010 Kp5 SHV-106 16/K16 O1
H1188 Portugal 2010 Kp5 SHV-55 16/K16 O1
H1011 Portugal 2010 Kp5 SHV-55 16/K16 O1
H39 Portugal 2003 Kp5 SHV-55 16/K16 O1
H49 Portugal 2003 Kp6 TEM-24 2/K2 O1
H55 Portugal 2002 Kp6 TEM-24 2/K2 O1
H153 Portugal 2003 Kp6 TEM-24 2/K2 O1
13I15 Spain 2012 Kp7 OXA-48 75/KL105 O2
12E76 Spain 2012 Kp7 OXA-48 75/KL105 O2
12F14 Spain 2012 Kp7 OXA-48 75/KL105 O2
12F48 Spain 2012 Kp7 OXA-48 75/KL105 O2
12F64 Spain 2012 Kp7 OXA-48 75/KL105 O2
12F72 Spain 2012 Kp7 OXA-48 75/KL105 O2
12F73 Spain 2012 Kp7 OXA-48 75/KL105 O2
12F55 Spain 2012 Kp7 OXA-48 75/KL105 O2
12G17 Spain 2012 Kp7 OXA-48 75/KL105 O2
12H72 Spain 2012 Kp7 OXA-48 75/KL105 O2
H642 Portugal 2006 Kp8 DHA-1 75/KL105 O2
H830 Portugal 2008 Kp8 DHA-1 75/KL105 O2
H688 Portugal 2007 Kp8 DHA-1 75/KL105 O2
C1721 Portugal 2012 Kp8 DHA-1 75/KL105 O2
H1523 Portugal 2011 Kp8 DHA-1 75/KL105 O2
C1951 Portugal 2013 Kp8 DHA-6 75/KL105 O2
H2076 Portugal 2012 Kp9 DHA-1 75/KL105 O2
10E34 Spain 2010 Kp10 KPC-3 75/KL105 O2
H646 Portugal 2006 Kp11 DHA-1 24/K24 O1
RP29 Brazil 2012 Kp12 KPC-2, CTX-M-2 27/K27 O2
RP66 Brazil 2012 Kp12 KPC-2, CTX-M-2 27/K27 O2
RP75 Brazil 2012 Kp12 CTX-M-2 27/K27 O2
RP65 Brazil 2012 Kp12 CTX-M-2 27/K27 O2
RP52 Brazil 2012 Kp12 CTX-M-2 27/K27 O2
RP80 Brazil 2012 Kp12 CTX-M-2 27/K27 O2
RP28 Brazil 2012 Kp13 CTX-M-2 27/K27 O2
RP82 Brazil 2012 Kp14 CTX-M-2 27/K27 O2
HCC23 Brazil 2009 Kp15 KPC-2 202/KL127
SC51 Brazil 2012 Kp15 KPC-2 202/KL127
RP32 Brazil 2012 Kp12 CTX-M-2 64/K64 O2
B40U Brazil 2012 Kp16 CTX-M-2 64/K64 O2
B31U Brazil 2012 Kp16 KPC-2, CTX-M-2 64/K64 O2
CRE01 KP Brazil 2008 Kp17 KPC-2 29/K41 O2
HCC52 Brazil 2007 Kp17 KPC-2 29/K41 O2
HCC02 Brazil 2007 Kp17 KPC-2 29/K41 O2
CRE38 Brazil 2006 Kp17 KPC-2 29/K41 O2
HCC93 Brazil 2009 Kp17 KPC-2 29/K41 O2
HCC49 Brazil 2009 Kp17 KPC-2 29/K41 O2
126/09 Poland 2008 Kp18 KPC-2, SHV-12 29/K41 O2
5023/09 Poland 2009 Kp18 KPC-2, CTX-M-3 29/K41 O2
5586/09 Poland 2009 Kp18 KPC-2, CTX-M-3, SHV-12 29/K41 O2
6595/09 Poland 2009 Kp18 KPC-2, SHV-12 29/K41 O2
Kp4077 Greece 2007 Kp19 KPC-2 29/K41 O2
Kp1810 Greece 2007 Kp19 KPC-2 29/K41 O2
Kp1664 Greece 2007 Kp19 KPC-2 29/K41 O2
Kp1652 Greece 2007 Kp19 KPC-2 29/K41 O2
4930/09 Poland 2009 Kp18 KPC-3 154/KL107 O2
2934/08 Poland 2008 Kp18 KPC-3, CTX-M-3 154/KL107 O2
H677 Portugal 2006 Kp20 SHV-12 64/K64 O2
H1168 Portugal 2010 Kp20 SHV-12 64/K64 O2
H1183 Portugal 2010 Kp20 SHV-12 64/K64 O2
H1134 Portugal 2010 Kp20 SHV-12 64/K64 O2
H1143 Portugal 2010 Kp20 SHV-12 64/K64 O2
H1110 Portugal 2010 Kp20 SHV-12 64/K64 O2
H1108 Portugal 2010 Kp20 SHV-12 64/K64 O2
K70 Portugal 2015 Kp20 KPC-3, SHV-12 64/K64 O2
K89 Portugal 2015 Kp20 KPC-3 64/K64 O2
K93 Portugal 2015 Kp20 KPC-3 64/K64 O2
K74 Portugal 2015 Kp20 KPC-3 64/K64 O2
K126 Portugal 2015 Kp20 KPC-3 64/K64 O2
K105 Portugal 2015 Kp20 KPC-3 64/K64 O2
K112 Portugal 2015 Kp20 KPC-3 64/K64 O2
10D79 Spain 2010 Kp21 VIM-1 64/K64 O1
18 Romenia 2012 Kp22 OXA-48, CTX-M-15 137/K17 O1
25 Romenia 2012 Kp22 OXA-48, CTX-M-15 137/K17 O1
35 Romenia 2012 Kp22 OXA-48, CTX-M-15 137/K17 O1
E45 Romenia 2012 Kp22 OXA-48, CTX-M-15 137/K17 O1
E7 Romenia 2012 Kp22 OXA-48, CTX-M-15 137/K17 O1
E16 Romenia 2012 Kp22 OXA-181, NDM-1, CTX-M-15137/K17 O1
RP50 Brazil 2012 Kp23 KPC-2, CTX-M-2 137/K17 O1
RP73 Brazil 2012 Kp23 KPC-2, CTX-M-2 137/K17 O1
B23U Brazil 2012 Kp24 CTX-M-15 137/K17 O1
B45U Brazil 2012 Kp24 CTX-M-15 137/K17 O1
SC26 Brazil 2012 Kp25 CTX-M-15 137/K17 O1
B10U Brazil 2012 Kp26
H1170 Portugal 2010 Kp27 CTX-M-15 150/-
H1160 Portugal 2010 Kp27 CTX-M-15 150/-
H1182 Portugal 2010 Kp27 CTX-M-15 150/-
H1162 Portugal 2010 Kp27 CTX-M-15 150/-
H1156 Portugal 2010 Kp27 CTX-M-15 150/-
H1148 Portugal 2010 Kp27 CTX-M-15 150/-
H1139 Portugal 2010 Kp27 CTX-M-15 150/-
H1128 Portugal 2010 Kp27 CTX-M-15 150/-
H1113 Portugal 2010 Kp27 CTX-M-15 150/-
H1101 Portugal 2010 Kp27 CTX-M-15 150/-
H1097 Portugal 2010 Kp27 CTX-M-15 150/-
H1118 Portugal 2010 Kp27 CTX-M-15 150/-
F12 Brazil 2012 Kp28 SHV-2 93/KL112 O2
F29 Brazil 2012 Kp28 SHV-2 93/KL112 O2
C1748 Portugal 2012 Kp30 DHA-1, SHV-12 93/KL112 O5
09B53 Spain 2012 Kp29 VIM-1 200/-
08Z37 Spain 2008 Kp31 VIM-1 83/K23 O1
Kpn20 Spain 2008 Kp31 VIM-1 83/K23 O1
09C77 Spain 2009 Kp31 VIM-1 83/K23 O1
09A69 Spain 2009 Kp31 VIM-1 83/K23 O1
10D60 Spain 2010 Kp31 VIM-1 83/K23 O1
10F53 Spain 2010 Kp31 VIM-1 83/K23 O1
160 Spain 2010 Kp31 VIM-1 83/K23 O1
12G9 Spain 2012 Kp32 OXA-48 143/KL151
12G10 Spain 2012 Kp32 OXA-48 143/KL151
12H41 Spain 2012 Kp32 OXA-48 143/KL151
13I19 Spain 2013 Kp32 OXA-48 143/KL151
C1702 Portugal 2012 Kp33 CTX-M-15 143/KL151
C1682 Portugal 2012 Kp34 CTX-M-15 94/K62 O1
C1685 Portugal 2012 Kp34 CTX-M-15 94/K62 O1
C1741 Portugal 2012 Kp34 CTX-M-15 94/K62 O1
Kp56 Portugal 2014 Kp34 KPC-3, CTX-M-15 94/K62 O1
09B51 Spain 2009 Kp35 VIM-1 14/K14 O3
10H66 Spain 2010 Kp35 VIM-1 14/K14 O3
161 Spain 2010 Kp35 VIM-1 14/K14 O3
09B76 Spain 2009 Kp36 VIM-1 201/K60 O1
09C12 Spain 2009 Kp36 VIM-1 201/K60 O1
10F74 Spain 2010 Kp36 VIM-1 201/K60
ST4054/-
ST348/-
ST54/-
ST253/-
Virulence Genes
Strain OriginYear of
isolation ST/CGPFGE
Cluster
ST258/CG258
ST147/CG147
ST101/CG101
ST336/CG17
ST17/CG17
ST39/CG39
Adhesins Siderophores
Nitrogen
source
utilization
ST15/CG15
ST14/CG14
ST11/CG258
-lactamases conferring
resistance to extended-
spectrum -lactams
wzi/K1O-types
2
137/K17 O1CTX-M-15
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
209
Figure 1. cps locus of Klebsiella pneumoniae K-types identified in this study inferred according to wzi allele. 31 On the left side the identification of wzi allele, the predicted K-types and also the Genbank accession number of the reference strain. In the right 32 side the Sequence types (ST) where the different K-types were identified in this study. 33 34
35
36
37
wzi93 – KL112 (LT174581)
wzi24/101 – K24 (AB924562)
ST15, ST17
ST15, ST11
wzi151– K48 (AB924585)
ST15
wzi19 – K19 (AB924559) ST15
wzi89 - KL110 (LT174579)
ST15
wzi16- K16 (AB742228)
wzi2- K2 (KJ541664)
wzi75- KL105 (KR007676)
wzi27- K27 (AB924565)
wzi202- KL127 (LT603704)
wzi64- K64 (AB924600)
wzi29- K41 (AB924578)
wzi154- KL107 (CP006918)
ST14
ST14
ST11
wzi137- K17 (AB924557)
wzi83- K23 (AB924561)
wzi94- K62 (AB371295)
wzi14- K14 (AB371294)
wzi201- K60 (AB924597)
ST11
ST11
ST11, ST147
ST258
ST258
ST101
ST39
ST348
ST54
ST253
core genes from the cps
wzx flippase and wzy polymerase
initial glycosyltransferases
mannose synthesis and processing
rhamnose synthesis and processing
fucose synthesis
HP, hypothetical protein sugar synthesis and processing
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
210
Figu
re 2
. Sco
re p
lot o
f the
PL
SDA
regr
essi
on m
odel
1 a
ccor
ding
to K
-typ
es, c
orre
spon
ding
to th
e fi
rst f
ive
late
nt v
aria
bles
(LV
s).
Hig
h di
vers
ity o
f K-t
ypes
K24
/wzi
101
K17
/wzi
137
K14
/wzi
14
KL
151/wzi
143
-/wzi
150
KL
107/wzi
154
K16
/wzi
16
K19
/wzi
19
K2/wzi
2 K
60/wzi
201
KL
107/wzi
202
K24
/wzi
24/1
01
K27
/wzi
27
K41
/wzi
29
K64
/wzi
64
KL
105/wzi
75
K23
/wzi
83
KL
110/wzi
89
KL
112/wzi
93
K62
/wzi
94
K-t
ype/wzi
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
211
Figu
re 3
. Sco
re p
lot o
f the
PL
SDA
regr
essi
on m
odel
2 a
ccor
ding
to K
-typ
es, c
orre
spon
ding
to th
e fi
rst t
hree
late
nt v
aria
bles
(LV
s).
Tabl
e 2.
Con
fusi
on m
atri
x fo
r K. p
neum
onia
e PL
SDA
mod
el 2
acc
ordi
ng to
K-t
ypes
def
ined
by
wzi
seq
uenc
ing.
K
-typ
es d
efin
ed b
y w
zi s
eque
ncin
g (K
-typ
e/w
zi a
llele
) (T
otal
of c
orre
ct p
redi
ctio
ns=9
7.5%
)
K23
/ wzi
83
K14
/ wzi
14
K60
/ wzi
201
K41
/ wzi
29
KL
151/
wzi
143
K17
/ wzi
137
KL
107/
wzi
154
K62
/ wzi
94
K16
/ wzi
16
K2/
wzi
2 -/w
zi15
0
K-types predicted by FTIR-ATR a,b
K23
/ wzi
83
100,
0%%
0,
0%%
0,
00%
0,
00%
0,
00%
0,
30%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
K14
/ wzi
14
0,0%
%
100,
0%%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
K60
/ wzi
201
0,0%
%
0,0%
%
100,
00%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
K41
/ wzi
29
0,0%
%
0,0%
%
0,00
%
97,6
0%
0,00
%
0,80
%
0,00
%
0,00
%
15,7
0%
0,00
%
0,00
%
KL
151/
wzi
143
0,0%
%
0,0%
%
0,00
%
0,00
%
100,
00%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
K17
/ wzi
137
0,0%
%
0,0%
%
0,00
%
2,40
%
0,00
%
98,3
0%
0,00
%
0,00
%
0,70
%
0,00
%
0,00
%
KL
107/
wzi
154
0,0%
%
0,0%
%
0,00
%
0,00
%
0,00
%
0,00
%
100,
00%
0,
00%
0,
00%
0,
00%
0,
00%
K62
/ wzi
94
0,0%
%
0,0%
%
0,00
%
0,00
%
0,00
%
0,00
%
0,00
%
100%
0,
00%
0,
00%
0,
00%
K16
/ wzi
16
0,0%
%
0,0%
%
0,00
%
0,00
%
0,00
%
0,80
%
0,00
%
0,00
%
83,7
0%
0,00
%
0,00
%
K2/
wzi
2 0,
0%%
0,
0%%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
0,
00%
10
0,00
%
0,00
%
-/wzi
150
0,0%
%
0,0%
%
0,00
%
0,00
%
0,00
%
0,00
%
0,00
%
0,00
%
0,00
%
0,00
%
100,
00%
a
Gre
y sh
aded
repr
esen
t the
per
cent
age
of is
olat
es c
orre
ctly
pre
dict
ed u
sing
FT
IR-A
TR
for e
ach
K-t
ype.
b V
alue
s ob
tain
ed c
onsi
deri
ng 1
4LV
s in
PL
SDA
mod
el.
K17
/wzi
137
K14
/wzi
14
KL
151/
wzi
143
-/w
zi15
0 K
L10
7/w
zi15
4 K
16/w
zi16
K
2/w
zi2
K60
/wzi
201
K41
/wzi
29
K23
/wzi
83
K62
/wzi
94
Exc
eptio
n is
olat
es
K-t
ype/
wzi
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
212
Fi
gure
4. S
core
plo
t of t
he P
LSD
A re
gres
sion
mod
el 3
acc
ordi
ng to
K-t
ypes
, cor
resp
ondi
ng to
the
firs
t fou
r lat
ent v
aria
bles
(LV
s).
Tabl
e 2.
Con
fusi
on m
atri
x fo
r K. p
neum
onia
e PL
SDA
mod
el 3
acc
ordi
ng to
K-t
ypes
def
ined
by
wzi
seq
uenc
ing.
K-t
ypes
def
ined
by
wzi
seq
uenc
ing
(K-t
ype/
wzi
alle
le)
(Tot
al o
f cor
rect
pre
dict
ions
=90.
9%)
K24
/ wzi
24/1
01
K19
/ wzi
19
KL
112/
wzi
93
KL
110/
wzi
89
K-t
ypes
pr
edic
ted
by
FTIR
-AT
R a,
b K24
/ wzi
24/1
01
90,6
0%
2,30
%
3,30
%
0,00
%
K19
/ wzi
19
0,60
%
86,3
0%
4,30
%
0,00
%
KL
112/
wzi
93
5,60
%
10,7
0%
92,5
0%
0,00
%
KL
110/
wzi
89
3,20
%
0,70
%
0,00
%
100,
00%
a G
rey
shad
ed re
pres
ent t
he p
erce
ntag
e of
isol
ates
cor
rect
ly p
redi
cted
usi
ng F
TIR
-AT
R fo
r eac
h K
-typ
e.
b Val
ues
obta
ined
con
side
ring
14L
Vs
in P
LSD
A m
odel
.
K19
/wzi
19
K24
/wzi
24/1
01
KL
110/
wzi
89
KL
112/
wzi
93
K-t
ype/
wzi
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
213
Figu
re 5
. Sco
re p
lot o
f th
e PL
SDA
reg
ress
ion
mod
el 4
acc
ordi
ng to
K-t
ypes
, cor
resp
ondi
ng to
the
firs
t fou
r la
tent
var
iabl
es (
LVs)
. Ta
ble
3. C
onfu
sion
mat
rix
for
K. p
neum
onia
e PL
SDA
mod
el 4
acc
ordi
ng to
K-t
ypes
def
ined
by
wzi
seq
uenc
ing.
a G
rey
shad
ed r
epre
sent
the
perc
enta
ge o
f is
olat
es c
orre
ctly
pre
dict
ed u
sing
FT
IR-A
TR
for
eac
h K
-typ
e.
b Val
ues
obta
ined
con
side
ring
14L
Vs
in P
LSD
A m
odel
.
K-t
ypes
def
ined
by
wzi
seq
uenc
ing
(K-t
ype/
wzi
alle
le)
(T
otal
of
corr
ect p
redi
ctio
ns=9
9.5%
)
K
L10
5/w
zi75
K
64/ w
zi64
K
L12
7/w
zi20
2 K
27/ w
zi27
K-t
ypes
pr
edic
ted
by
FTIR
-AT
R a,
b
KL
105/
wzi
75
99,0
0%
0,00
%
0,00
%
0,00
%
K64
/ wzi
64
0,00
%
100,
00%
0,
00%
0,
00%
K
L12
7/w
zi20
2 0,
00%
0,
00%
10
0,00
%
0,00
%
K27
/ wzi
27
1,00
%
0,00
%
0,00
%
100,
00%
KL
127/
wzi
202
K27
/wzi
27
K64
/wzi
64
KL
105/
wzi
75
K-t
ype/
wzi
KL
105-
2
KL
105-
1
KL
105-
3
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
214
Fi
gure
6. K
. pne
umon
iae
wzi
75 F
TIR
-AT
R s
pect
ra p
roce
ssed
with
SN
V a
nd S
avitz
ky-G
olay
(9
poin
ts f
ilter
siz
e, 2
nd d
egre
e po
lyno
mia
l, 2nd
der
ivat
ive)
cor
resp
ondi
ng to
th
e m
ean
± on
e st
anda
rd d
evia
tions
in th
e re
gion
900
-150
0 cm
-1.
KL
105-
1 K
L10
5 su
btyp
e
KL
105-
2
KL
105-
3
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
215
Figu
re 7
. Sco
re p
lot o
f the
PC
A u
sing
KL
105
subt
ypes
(arb
itrar
y de
sign
ed a
s 1,
2 a
nd 3
) cor
resp
ondi
ng to
the
firs
t tw
o la
tent
var
iabl
es (L
Vs)
. KL
105-
1 K
L10
5 su
btyp
e
KL
105-
2
KL
105-
3
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
216
Figu
re S
1. S
core
plo
t of t
he P
LSD
A re
gres
sion
acc
ordi
ng to
STs
, cor
resp
ondi
ng to
the
firs
t tw
o la
tent
var
iabl
es (L
Vs)
.
ST10
1 ST
11
ST14
ST
147
ST15
ST
17
ST25
3 ST
258
ST33
6 ST
348
ST39
ST
405
ST54
Sequ
ence
Typ
e (S
T)
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
217
Figu
re S
2. S
core
plo
t cor
resp
ondi
ng to
the
first
four
LV
s of
the
PLSD
A re
gres
sion
mod
el 3
with
the
proj
ecte
d te
st is
olat
es.
ST17
-wzi
93/K
L112
-O2
ST17
-wzi
93/K
L112
-O5
ST11
-wzi
24/K
24-O
1
K19
/wzi
19
K24
/wzi24
/101
K
L110
/wzi
89
KL1
12/wzi
93
K-t
ype/wzi
test
isol
ates
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
218
Figu
re S
3. S
core
plo
t cor
resp
ondi
ng to
the
firs
t fou
r LV
s of
the
PLSD
A re
gres
sion
mod
el 4
with
the
proj
ecte
d te
st is
olat
es.
KL
127/wzi
202
K27
/wzi27
K
64/wzi
64
KL
105/wzi
75
K-t
ype/wzi
test
isol
ates
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
219
Fourier Transform Infrared (FTIR) spectroscopy based-typing for
“real-time” analysis of an outbreak by carbapenem-resistant Klebsiella pneumoniae isolates
Liliana Silva1,2,3, Carla Rodrigues1, Agostinho Lira4, Mariana Leão4, Margarida Mota4,
Paulo Lopes4, Angelina Lameirão4, Gabriela Abreu4, Ângela Novais1, Luísa Peixe1*
1UCIBIO/REQUIMTE. Departamento de Ciências Biológicas, Laboratório de
Microbiologia, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal. 2ESALD.
Instituto Politécnico de Castelo Branco, Castelo Branco, Portugal. 3FEUP. Faculdade de
Engenharia da Universidade do Porto, Porto, Portugal. 4CHVNG/E. Serviço de Patologia
Clínica, Centro Hospitalar de Vila Nova de Gaia/Espinho, Vila Nova de Gaia, Portugal.
Keywords: bacterial typing, nosocomial infection, carbapenemases, KPC producers
Corresponding Author: * Luísa Peixe.
UCIBIO/REQUIMTE,
Laboratório de Microbiologia,
Faculdade de Farmácia, Universidade do Porto,
Rua de Jorge de Viterbo Ferreira, n. 228,
4050-313 Porto,
Portugal. Tel.: +351 220 428 580.
E-mail: [email protected]
Manuscript Final Draft
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
220
Sir,
Carbapenem resistant Klebsiella pneumoniae isolates are responsible for a significant
number of hospital outbreaks worldwide (1). Early and reliable identification of outbreaks as
well as identification of clones associated with higher virulence or antimicrobial resistance to
critical antibiotics is important to adopt efficient antimicrobial therapy and infection control
measures (2). Pulsed-field gel electrophoresis (PFGE), multilocus sequence typing (MLST),
whole genome sequencing (WGS) and other genotype-based strain typing methods are widely
used but often fail to yield quick responses (2,3). We recently demonstrated a very good
correspondence between international multidrug resistant (MDR) K. pneumoniae clones and
capsule types that were reliably discriminated by Fourier transform infrared (FTIR)
spectroscopy with attenuated total reflectance (ATR) (4). This method provides a high
bacterial resolution at infraspecies level with excellent turnaround times while no sample
processing is required, being also cost-efficient (4-6). Thus, we aimed to assess the ability of
FTIR spectroscopy to assist infection control in “real-time”, in the context of a nosocomial
outbreak of carbapenem resistant K. pneumoniae.
Twenty-five carbapenem-resistant K. pneumoniae isolates collected between August
and November 2015 were received by our laboratory in November 2015 and analysed.
Isolates were identified among clinical (n=11) or fecal (n=14) samples recovered in
hospitalized patients between 8 and 97 years old (12 females, 13 males) of different wards
(n=8 surgery, n=4 medicine, n=3 urgency, n=10 others] from a Portuguese hospital. Isolates’
relatedness was investigated by FTIR-ATR spectroscopy coupled with multivariate data
analysis as reported [4], and further compared with reference methods for strain (XbaI-PFGE,
MLST) and capsule typing (wzi sequencing) (7). Briefly, isolates were grown on Mueller-
Hinton agar (37ºC, 18h) and directly applied on the ATR crystal. Spectra were pre-processed
and compared each other and with those included in our in-house K. pneumoniae database
(including representative strains of 13 MDR sequence types (ST) with 21 different capsular
types). Strain diversity was captured by models based on principal component analysis (PCA)
and partial least squares discriminant analysis (PLSDA). Data analysis were performed in
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
221
Matlab R2015a version 8.5.0 (MathWorks, Natick, MA) and the PLS Toolbox version 7.9.5
for Matlab (Eigenvector Research, Manson, WA).
Most of the isolates (n=23) were highly related and appeared in a well-delimited
cluster (outbreak cluster), whereas the remaining 2 isolates were unrelated (to each other and
with the latter, Figure 1a). Furthermore, when the outbreak isolates were projected in our K.
pneumoniae model (4), they clustered tightly with ST147 isolates exhibiting capsule type K64
(Figure 1b). This high-risk clone has been linked to the worldwide expansion of different
extended-spectrum β-lactamases (ESBLs) and carbapenemases, including in different
Portuguese clinical institutions (hospitals, long-term care facilities and nursing homes) (8,9).
This assignment was confirmed by PFGE (identical PFGE-patterns for isolates of outbreak
cluster (Supplementary Figure 1), MLST (ST147) and wzi-typing (wzi64/K64). Isolates
unrelated to those of the outbreak cluster corresponded to 1 K. pneumoniae ST336 (wzi150,
no K-type defined) and 1 K. pneumoniae ST348 (wzi94/K62). It is of interest to highlight that
the absolute congruence between all methods supports a good correlation between relevant
genotypic and phenotypic features for discrimination of K. pneumoniae and furthermore
demonstrates the potential of FTIR spectroscopy for typing isolates of this important
pathogen (4). Using this approach, we were able to assess isolates’ relatedness and
communicate the results obtained in less than 36 hours (including an overnight growth step),
which represents a very good alternative to existing methods (3,10). Also, our quick results
were of great support to infection control since measures were immediately adopted to control
the outbreak.
Additional characterization of the isolates included the evaluation of carbapenemase
production by Blue-Carba test (11), identification of blaKPC and its genetic context by PCR
and sequencing (12), and plasmid content (replicon typing, S1-PFGE and hybridization). The
results show that all ST147 and the ST336 isolate produced KPC-3 carbapenemase, whereas
the ST348 isolate was negative. Different genetic backgrounds were identified within ST147
(Tn4401d in an IncN plasmid) or ST336 (Tn4401b in an IncR plasmid) isolates, enlarging the
number of KPC-encoding platforms previously described in our setting (9). The susceptibility
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
222
profiles to different non-β-lactam antibiotics (aminoglycosides, tetracyclines, quinolones,
folate pathway inhibitors, chloramphenicol, nitrofurantoin, and colistin) were obtained by
disc diffusion/agar microdilution methods, according to EUCAST (www.eucast.org) or CLSI
guidelines (13). All isolates exhibited MDR phenotypes, retaining susceptibility against
amikacin and colistin (MIC values: 0.063 – 0.125 mg/L).
Our results suggest that this methodology is a suitable alternative for a reliable, quick
and low-cost identification and typing of MDR K. pneumoniae clones/capsular types, at least
in local/short-term epidemiological contexts. We envision that the proximity of this
methodology and analysis workflow to routine clinical microbiology practices to assist
epidemiological typing in real-time would have a significant impact to improve the
effectiveness of infection control measures and therapeutic decisions.
Funding: This work received financial support from the European Union (FEDER funds
POCI/01/0145/FEDER/007728) and National Funds (FCT/MEC, Fundação para a Ciência e
Tecnologia and Ministério da Educação e Ciência) under the Partnership Agreement PT2020
UID/MULTI/04378/2013 ). Liliana Silva and Carla Rodrigues were supported by FCT grants
(SFRH/BD/88028/2012 and SFRH/BD/84341/2012, respectively). Ângela Novais was
supported by a fellowship (SFRH/BPD/104927/2014) from FCT through Programa
Operacional Capital Humano (POCH).
Conflict of interest: The authors declare that they have no conflict of interest.
References:
1. Munoz-Price LS, Poirel L, Bonomo RA, Schwaber MJ, Daikos GL, Cormican M, et al.
Clinical epidemiology of the global expansion of Klebsiella pneumoniae carbapenemases.
Lancet Infect Dis. 2013;(9):785–96.
2. Snitkin ES, Zelazny AM, Thomas PJ, Stock F, NISC Comparative Sequencing Program,
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223
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clones: a step-forward on K-typing by Fourier Transform Infrared (FTIR) spectroscopy. 2017
(manuscript final draft).
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Elucidating constraints for differentiation of major human Klebsiella
pneumoniae clones by MALDI-TOF MS
Carla Rodrigues1, Ângela Novais1, Clara Sousa2, Helena Ramos3, Teresa Maria Coque4,5,
Rafael Cantón4, João Almeida Lopes6, Luísa Peixe1*
1UCIBIO-REQUIMTE, Laboratório de Microbiologia, Faculdade de Farmácia,
Universidade do Porto, Porto, Portugal; 2LAQV/REQUIMTE, Departamento de Ciências
Químicas, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal; 3Serviço de
Microbiologia, Centro Hospitalar do Porto, Porto, Portugal; 4Servicio de Microbiologia,
Hospital Universitario Ramón y Cajal and Instituto Ramón y Cajal de Investigación
Sanitaria (IRYCIS), Madrid, Spain; 5CIBER Epidemiología y Salud Pública, Madrid, Spain; 6Research Institute for Medicines (iMed.ULisboa), Faculdade de Farmácia, Universidade
de Lisboa, Lisboa, Portugal.
European Journal of Clinical Microbiology and Infectious Diseases. 2017; 36(2):379-86
Springer has authorized the reproduction of the final published PDF version of this paper in this
thesis through the License Agreement Number 4091971048884 on April 18, 2017.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
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ORIGINAL ARTICLE
Elucidating constraints for differentiation of major humanKlebsiella pneumoniae clones using MALDI-TOF MS
C. Rodrigues1 & Â. Novais1 & C. Sousa2 & H. Ramos3 & T. M. Coque4,5 & R. Cantón4,6 &
J. A. Lopes7 & L. Peixe1
Received: 30 June 2016 /Accepted: 10 October 2016# Springer-Verlag Berlin Heidelberg 2016
Abstract The establishment of matrix-assisted laser desorp-tion time-of-flight mass spectrometry (MALDI-TOF MS) inroutine microbial identification boosted many developmentstowards high-throughput applications, including bacterial typ-ing. However, results are still controversial for different bac-terial species. We aim to evaluate the suitability of MALDI-TOF MS for typing clinically relevant multidrug resistant(MDR) Klebsiella pneumoniae subsp. pneumoniae clonesusing routine conditions and a previously validated chemo-metric analysis workflow. Mass spectra of 83K. pneumoniaeclinical isolates representing major human MDR clones [11sequence types (STs), 22 PFGE-types] recovered in Portugaland Spain during outbreaks and non-outbreak situations
(2003–2012) were obtained from cell extracts (CE) and intactcells (IC), and analysed with different chemometric tools. Weobserved a highly consistent peak pattern among isolates fromdifferent clones either with CE or IC, suggesting a high degreeof conservation of biomolecules analysed (a large part corre-sponding to ribosomal proteins). Moreover, the low degree ofagreement between MALDI-TOF MS and other methods(from 34.9 % to 43.4 % of correct assignments for CE andfrom 40.8 % to 70.1 % for IC) corroborates the low discrim-inatory potential of the technique at infraspecies level. Ourresults suggest a low discriminatory power of MALDI-TOFMS for clinically relevant MDR K. pneumoniae clones andhighlight the need of developing tools for high-resolution typ-ing in this species.
Introduction
Matrix-assisted laser desorption time-of-flight mass spectrome-try (MALDI-TOFMS) has revolutionized routine identificationof microorganisms in clinical, environmental and food microbi-ology [1–3]. In principle, it consists of a proteotyping high-throughput analytical technique based on the ionization and sep-aration of ions according to their mass-to-charge (m/z) ratio,originating a characteristic mass spectra fingerprint of a givenbacterial cell, which reflects mostly the content of peptides andsmall proteins (mainly ribosomal proteins) [4]. Recently, effortsare being performed to push the limits of the technique andanalysis tools towards different clinical microbiology applica-tions including typing at infraspecies level [1, 4–6].
Notwithstanding the potential of MALDI-TOF MS forinfraspecies typing, available data are still not consistent due tovariability of the sample analysed (size, representativeness), ex-perimental or technical design and analysis tools [1, 6]. In fact,available studies constitute sensu stricto proof of principle
Electronic supplementary material The online version of this article(doi:10.1007/s10096-016-2812-8) contains supplementary material,which is available to authorized users.
* L. [email protected]
1 UCIBIO-REQUIMTE, Laboratório de Microbiologia, Faculdade deFarmácia, Universidade do Porto, Rua Jorge de Viterbo Ferreira, n.228, 4050-313 Porto, Portugal
2 LAQV-REQUIMTE, Departamento de Ciências Químicas,Faculdade de Farmácia, Universidade do Porto, Porto, Portugal
3 Serviço de Microbiologia, Centro Hospitalar do Porto,Porto, Portugal
4 Servicio deMicrobiologia, Hospital Universitario Ramón y Cajal andInstituto Ramón y Cajal de Investigación Sanitaria (IRYCIS),Madrid, Spain
5 CIBER Epidemiología y Salud Pública, Madrid, Spain6 Red Española de Investigación en Patología Infecciosa (REIPI),
Madrid, Spain7 Research Institute for Medicines (iMed.ULisboa), Faculdade de
Farmácia, Universidade de Lisboa, Lisboa, Portugal
Eur J Clin Microbiol Infect DisDOI 10.1007/s10096-016-2812-8
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lacking long-term evaluation and inter-laboratory reproducibili-ty [1]. Moreover, different resolution potential was observed forthe few clinically relevant Gram-positive and Gram-negativespecies evaluated, even when the same workflow was used[7–12]. Understanding the usefulness and limitations ofMALDI-TOF MS-based typing for a wide range of bacterialspecies, and the intra- and interspecies proteotypic diversity,justifies further research on the topic [5, 6].
The number of community- and hospital-acquired infectionscaused by Klebsiella pneumoniae subsp. pneumoniae (K.pneumoniae sensu stricto) increased alarmingly in recent years[13], and highly virulent or multidrug resistant (MDR) subpop-ulations are overrepresented in all the available series [14, 15]. Aquick and reliable detection of clinically relevant clones is neededto support effective therapeutic options and the implementationof prompt and adequate infection control measures to combattheir spread. Significant advances have recently been achievedto accurately define K. pneumoniae populations based on gold-standard genomics-based methods such as pulsed-field gel elec-trophoresis (PFGE) or multilocus sequence typing (MLST), andmore recently capsule typing (K-typing) and whole-genome se-quencing (WGS) [14, 16–18]. Nevertheless, these methods aregenerally costly, time-consuming or technically demanding, andunsuitable for routine application. Other alternative methods forK. pneumoniae typing have been explored, including MALDI-TOFMS, but only for small or random collections of isolates andusing diverse analysis workflows, yielding suboptimal discrimi-natory or low reproducible results [19–22].
In this work, we aim to evaluate the potential of MALDI-TOF MS for typing major human clinically relevant MDRK. pneumoniae clones, using a robust chemometric analysispreviously validated for other bacterial species [10, 12].
Materials and methods
Bacterial isolates
A set of 83 previously well-characterized K. pneumoniaesubsp. pneumoniae clinical isolates was analysed in this study.They represent a snapshot of major MDR clones responsiblefor outbreaks or endemic situations in two neighbouring coun-tries (Portugal and Spain) over a long period of time (2003–2012) [18, 23–27] (Table 1). Most of the isolates were pro-ducers of ESBL, acquired AmpC and/or carbapenemases andbelonged to different PFGE-types (n = 22), sequence types(ST, n = 11) or clonal groups (CGs, n = 7) (Table 1).
MALDI-TOF MS experiments
Mass spectra obtained from cell extracts (CE) of all isolates(n = 83) and from intact cells (IC) of a highly representativesubset (n = 67/83, 81 %; 11 ST11, 14 ST15, 8 ST14, 9 ST147,
6 ST39, 6 ST336, 3 ST54, 3 ST416, 3 ST405, 2 ST1, 2 ST253)were analysed. CE were obtained according to the MALDIBiotyper protocol (extraction procedure, matrix, sample:matrixratio and solvents) suggested by the manufacturer (BrukerDaltonics, Bremen, Germany) and previously described [12].IC were obtained from an overnight culture in Mueller-Hintonagar (18 h/37°C) and a small amount of a single colony directlyapplied using the ‘direct transfer method’. Samples (1 μL of CEor the IC) were spotted onto MALDI ground steel target(AnchorChipTM), air dried and overlaid with 1 μL of a saturatedα-cyano-4-hydroxycinnamic acid (HCCA) matrix solution in50 % of acetonitrile and 2.5 % of trifluoroacetic acid.
Mass spectra were acquired with a Microflex III instrumentcontrolled by FlexControl version 3.3 data acquisition soft-ware (Bruker Daltonics, Bremen, Germany), as previouslydescribed [10, 12]. Two independent CE were tested in qua-druplicate using four distinct spots of the MALDI target (in-strumental replicates) in at least two different days (biologicalreplicates), while IC were acquired in quadruplicate in onesingle day.
Chemometric analyses
Mass spectra were analysed by a workflow previously de-scribed and validated for other bacterial species [10, 12]. Allspectra were preprocessed using the FlexAnalysis software(Bruker Daltonics, Bremen, Germany) applying theBsmoothing^ and Bbaseline subtraction^ procedures. Spectrawith zero-line and low signal-to-noise (S/N) ratio wererejected after visual examination. The raw spectral data intext-file format were imported and loaded in Matlab R2015a(MathWorks, Natick, MA, USA). The instrumental and bio-logical replicates were used to generate a mean spectrum foreach isolate, which was considered for further analysis.
The discriminatory potential of MALDI-TOF MS wascompared with that obtained by MLST or PFGE. Initially,all spectra were visually inspected in order to identify partic-ular discriminatory peaks [at a given m/z ratio] or regions ofthe spectra for the different ST/CGs and PFGE-types tested.Mass spectra were preprocessed with vector-normalization (2-norm) and analysed with the peakfind function of the PLSToolbox version 7.9.5 for Matlab (Eigenvector Research,Manson, WA, USA) in order to evaluate the intra- and inter-ST variability among the 11 STs tested [10]. The followingsettings were used: nine points for the Savitzky-Golay filter,six units for peak tolerance, and 19 points to estimate localmaxima. The method started by estimating the peak mass-to-charge ratios of each ST. For this task, spectra of all isolatesbelonging to the same STwere averaged. The result was sub-mitted to the peak identification method and the peak loca-tions were stored in a vector producing a Bpeak profileprototype^ for each ST (BST prototype^). Then, the same peakidentification method was run for each isolate individually.
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Peak positions of each BST prototype^ were compared withpeak positions of each isolate. When a BST prototype^ peaklocation matched a peak location of an isolate, a value 1 wasassigned for that peak; if not, the value 0 was given. Thisprocedure creates a vector of 0 s and 1 s for each pair BSTprototype^/isolate. Peak locations were considered to match iftheywere located within a mass-to-charge ratio difference low-er than 7 m/z units [if for a certain peak location n, |m/z(prototype)n–m/z(sample)n| < 7, that peak is considered tomatch]. For each isolate, a percentage of matching peaks wasestimated for each ST. Isolates were associated with a given STyielding the highest percentage of peak matches [10].
Mass spectra were further analysed by supervised (partialleast squares discriminant analysis, PLSDA) and unsupervised(principal component analysis, PCA) chemometric methodsusing PLS Toolbox version 7.9.5 for Matlab (EigenvectorResearch, Manson, WA, USA). Spectra were preprocessed withvector-normalization (2-norm) and before building a PCA orPLSDA model, the spectral dataset was subjected to mean-centring. Mass spectra were analysed by PLSDA, a methodbased on the partial least squares (PLS) regression method. InPLSDA models, a relationship between the proteomic data xi(mass spectra) and the categorical variable yi (ST) was devel-oped in such a way that categorical variable values can be pre-dicted for samples of unknown origin [10, 12, 28]. Model
loadings and the corresponding scores were obtained by sequen-tially extracting the components or latent variables (LVs) frommatrices X (the mass spectra) and Y (the matrix codifying theSTs). In PLSDA, a probability value for each assignment isestimated for each sample [10, 12, 28]. The number of LVwas optimized using the leave-one-sample-out cross-validationprocedure in order to prevent over-fitting considering 70 % ofthe available data (randomly selected). After optimization of thenumber of LV, the model was tested on the remaining 30 % ofthe data in order to assess the proportion (%) of correctpredictions for each ST (Table 2) [10]. As expected, a higherdiscriminatory power was observed with PFGE than withMLST, since different PFGE-types were identified amongST11 (5 PFGE-types), ST14 (5 PFGE-types), ST15 (3 PFGE-types) and ST147 (2 PFGE-types). For this reason, an additionalPCA analysis was performed considering PFGE-basedassignments.
Results
Spectral analysis
Each of the 11 STs tested revealed a highly consistent meanmass profile when isolates from the same or different ST or
Table 1 Epidemiological data ofK. pneumoniae clinical isolatesanalysed in this study
ST/CG (no.) PFGE-type (no.) Acquired β-lactamase (no.) Country Years
11/258 (16) Kp1 (10) OXA-48 Spain 2012
Kp2 (3) DHA-1 Portugal 2006–08
Kp3 (1) TEM-52 Portugal 2003
Kp4 (1) DHA-1 Portugal 2006
Kp5 (1) KPC-3 Spain 2010
15/15 (16) Kp6 (9) CTX-M-15 Portugal 2010
Kp7 (5) SHV-28 (2), SHV-2, SHV-12, CTX-M-15 Portugal 2010
Kp8 (2) VIM-43 + SHV-12 Portugal 2011–12
14/14 (10) Kp9 (6) SHV-106 (4), SHV-55 (2) Portugal 2010
Kp10 (1) CTX-M-15 Portugal 2010
Kp11 (1) GES-1 Portugal 2004
Kp12 (1) TEM-24 Portugal 2003
Kp13 (1) - a Portugal 2010
147/147 (10) Kp14 (9) SHV-12 Portugal 2006–10
Kp15 (1) VIM-1 Spain 2010
39/39 (7) Kp16 (7) VIM-1 Spain 2008–10
336/17 (7) Kp17 (7) CTX-M-15 Portugal 2010
54/- (4) Kp18 (4) VIM-1 Portugal 2009–10
416/- (4) Kp19 (4) DHA-1 + SHV-5/-12/-90 Portugal 2003–04
1/1 (3) Kp20 (3) VIM-1 Spain 2009–10
253/- (3) Kp21 (3) VIM-1 Spain 2009–10
405/- (3) Kp22 (3) OXA-48 Spain 2012
ST sequence type, CG clonal group, no. number; a Isolate with mutation in OmpK35 (resistance to carbapenems)involved in a Portuguese outbreak
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PFGE-type were compared either using CE or IC (Fig. 1,Fig. S1). However, differences were observed in mass spectraobtained from the different procedures, i.e. a higher number ofpeaks (4000-9000 Da) and a higher range (4000-18000 Da)was detected in CE spectra than in IC spectra (4000-12000 Da). Still, differences between the mean spectra of eachST inferred from visual inspection (shift of specific peaks inthe range of 4900 and 9900 Da) were more notorious using ICthan CE (Fig. S1, A1 and B1).
STs discrimination based on peaks identification
The peak positions found in the mass spectra of all isolateswith the peakfind function are represented for CE (a) and IC(b) in Fig. 1. We observed a highly consistent peak patternamong all isolates, corroborating the low intra- and inter-STspectra variability. Accordingly, it was possible to correctlypredict the ST for only 70.1 % of the isolates using IC andeven less (43.4 % of the isolates) using CE (Fig. 2), which arein both cases unsatisfactory for an accurate discrimination of
K. pneumoniae clones. In fact, although isolates belonging tosome of the ST analysed are always correctly predicted(100 %) using IC (ST1, ST54, ST147, ST253, ST405 andST416) or CE (ST253 and ST336), some of them show verydiscrepant prediction results using IC or CE (e.g. ST1, ST39,ST54 or ST336). Furthermore, a high proportion of isolatesfrom other STs are predicted as belonging to one of these STs,revealing a very low specificity. For example 10.8 % (9/83)and 21.7 % (18/83) of the isolates were erroneously predictedas ST253 and ST336 (using CE), while multiple isolates wereerroneously predicted as ST11 (11.9 %, 8/67), ST1 (6 %,4/67), ST15 (6 %, 4/67), ST405 (3.0 %, 2/67) or ST416(1.5 %, 1/67) (using IC) (Fig. 2).
STs discrimination based on PLSDA modeling
The PLSDA model constructed based on ST for CE and ICmass spectra is shown in Fig. 3. In both PLSDA models,isolates belonging to each STare widely dispersed in the scoreplot, and it is not possible to identify consistent clusters for
Table 2 Confusion matrix for K. pneumoniae PLSDA models according to MLST
STs obtained by MLST
Cell extracts (Total of correct predictions=34,9%) Intact cells (Total of correct predictions=40,8%)ST39 ST54 ST1 ST253 ST147 ST11 ST405 ST14 ST15 ST336 ST416 ST39 ST54 ST1 ST253 ST147 ST11 ST405 ST14 ST15 ST336 ST416
ST p
redi
cted
by
MA
LDI-
TOF
MS
a,b
ST39 28,0% 11,5% 15,0% 0,0% 1,3% 5,2% 27,0% 0,3% 8,0% 0,0% 1,5% 25,5% 44,0% 45,0% 25,0% 0,0% 6,0% 9,0% 4,3% 0,8% 0,0% 8,0%ST54 6,0% 8,5% 5,0% 0,0% 0,3% 0,0% 0,0% 0,0% 1,6% 0,0% 1,5% 17,5% 54,0% 0,0% 16,0% 0,0% 0,0% 0,0% 0,0% 1,6% 0,0% 0,0%ST1 4,0% 2,5% 0,0% 0,0% 0,0% 1,0% 0,0% 0,0% 0,0% 0,0% 0,5% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0%ST253 0,3% 0,5% 0,0% 16,0% 0,0% 0,6% 0,0% 0,0% 0,4% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0%ST147 11,3% 0,0% 0,0% 0,0% 39,7% 5,4% 14,0% 7,7% 10,0% 25,0% 11,0% 3,5% 0,0% 0,0% 57,0% 74,0% 15,3% 0,0% 2,3% 9,0% 19,0% 0,0%ST11 38,3% 56,0% 65,0% 72,0% 10,3% 56,8% 45,0% 17,3% 17,4% 8,0% 20,5% 23,0% 2,0% 1,0% 0,0% 21,7% 40,8% 1,0% 35,0% 7,4% 11,0% 14,0%ST405 0,3% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 9,0% 0,0% 0,0% 0,0% 0,0% 0,7% 0,2% 0,0% 2,0%ST14 0,7% 0,0% 8,0% 0,0% 7,3% 5,0% 7,0% 48,3% 13,0% 13,7% 0,0% 5,5% 0,0% 27,0% 0,0% 0,0% 6,3% 40,0% 25,7% 2,4% 0,0% 5,0%ST15 9,0% 18,5% 7,0% 12,0% 35,3% 26,0% 6,0% 25,3% 44,8% 12,7% 64,0% 24,5% 0,0% 18,0% 2,0% 3,3% 29,3% 21,0% 31,3% 73,2% 46,5% 71,0%ST336 0,0% 0,0% 0,0% 0,0% 5,7% 0,0% 1,0% 1,0% 4,4% 40,7% 1,0% 0,5% 0,0% 0,0% 0,0% 1,0% 2,5% 29,0% 0,7% 5,4% 23,5% 0,0%ST416 2,0% 2,5% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,4% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0% 0,0%
a Grey shaded represent the percentage of isolates correctly predicted using MALDI-TOF MS for each ST.b Values obtained considering 5LVs in the PLSDA model.
Fig. 1 Peak positions (m/z) of the K. pneumoniae isolates obtained with peak identification function fromMATLAB for cell extracts (a) and intact cells(b). The 11 lines at the bottom of the figure represent the mean sequence type peak profiles (BST prototype^)
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each class. Accordingly, only 34.9 % and 40.8 % of the STswere correctly predicted for CE or IC models, respectively(Table 2). It is of note that in the case of CE, the best scorewas observed for ST11 (with 56.8 % of corrected predictions),while in the case of IC, the best scores were observed forST147, ST15 or ST54 (74.0 %, 73.2 % and 54.0 %,respectively).
PFGE-types discrimination based on PCA modeling
The PCAmodels constructed based on PFGE-types for ST11,ST14, ST15 and ST147 isolates using CE or IC mass spectra
are shown in Fig. S2. In both PCA models, isolates belongingto each PFGE-type are broadly distributed in the score plot,hindering the identification of consistent clusters for eachPFGE-type and corroborating results obtained with PLSDAand peak identification analysis.
Discussion
Analysis of the mass spectra with three different chemometricapproaches (mean spectra overview, peak identification, super-vised and unsupervised regressionmethods) revealed the lack of
Fig. 2 Proportion (%) of correctsequence type (ST) assignmentsconsidering the spectral matchingmethod for cell extracts (CE) (a)and intact cells (IC) (b). Eachcolour represents a given STwhile the bars correspond to theST predicted by the peakidentification function. Therewere 43.4 % correct predictions(CP) with CE and 70.1 % with IC
Fig. 3 Score plot of the PLSDA regression model according to MLST, corresponding to the first three latent variables (LVs) using cell extracts (a) andintact cells (b)
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suitability of MALDI-TOF MS for typing major clinical MDRK. pneumoniae clones. In fact, the high similarity observedamong the mass profiles of K. pneumoniae lineages is behindthe poor discrimination observed, and the very low or inconsis-tent sensitivity and/or specificity. Even considering the differ-ences in the resolution potential of the two reference typingmethods used (the suboptimal resolution of MLST contrastswith the high discriminatory power of PFGE), no correlationcould be inferred from MALDI-TOF MS results and any ofthese methods. Interestingly, data from this and previous studiesusing the same experimental workflow for infraspecies typing inseveral bacterial species (K. pneumoniae, Escherichia coli andAcinetobacter baumannii) allowed us to recognize a species-dependent discriminatory potential of MALDI-TOF MSreflecting different degrees of variation in core molecules eval-uated by this technique and the need of optimized protocols foreach bacterial species [10, 12].
According to the literature, most of the proteins and/or pep-tides visualized in mass spectra have low mass (<12000 Da),with about half of the peaks corresponding to ribosomal proteins[4, 29, 30]. Although amino acid sequences of ribosomal pro-teins are generally highly conserved in the same species [31],some studies have demonstrated their potential to discriminateNeisseria meningitidis and Pseudomonas putida isolates atstrain level [32, 33]. However, in this study, protein alignmentresults revealed a high degree of conservation ofK. pneumoniaesubsp. pneumoniae ribosomal proteins (99–100 % for the 56proteins recognized to date), while differences were observedbetween species and subspecies of the K. pneumoniae complex(K. pneumoniae subsp. rhinoscleromatis,K. pneumoniae subsp.ozaenae, Klebsiella variicola, Klebsiella quasipneumoniaesubsp. quasipneumoniae and Klebsiella quasipneumoniaesubsp. similipneumoniae) (data not shown). These observationssupport the poor ability of MALDI-TOF MS to discriminateK. pneumoniae subsp. pneumoniae at strain level under the ex-perimental conditions used [20–22, this study].
On the other hand, specific non-ribosomal proteins werecrucial for typing purposes in other bacterial species. As ex-amples, a 9716 Da peak corresponding to a mature HdeAprotein was specific for the identification of isolates of theB2 phylogroup ofE. coli, whereas a 7650Da peak correspond-ing to a mature YhaO protein allowed identification of isolatesfrom the B2-ST131 lineage [12, 34, 35]. In addition, differen-tiation of H antigens of E. coli and Salmonella using massspectrometry (including MALDI-TOF MS) revealed verypromising results for rapid and cost-effective serotyping [5].
K. pneumoniae strains lack H antigen but typically expressthe O-antigen polysaccharide (O-typing) and K-antigen cap-sular polysaccharide (K-typing) on their surface [36]. WhileK. pneumoniae O-antigens show limited heterogeneity, andare not usually accessible at the cell surface [37], K-antigensare highly diverse with particular K-types being linked to spe-cific clones [14–17]. However, polysaccharides and other
potential capsule biomarkers are not favoured in the experi-mental conditions used. In fact, attempts to discriminate atserotype level by MALDI-TOF MS in Haemophilusinfluenzae and Streptococcus pneumoniae were based on dif-ferences on ribosomal proteins [38, 39]. Thus, it would be ofinterest to optimize procedures for selective enrichment ofpolysaccharides and/or particular discriminatory proteinsfrom the capsule polysaccharide locus (such as Wzi) in orderto increase the discriminatory potential of MALDI-TOF MSin K. pneumoniae.
Nowadays, MALDI-TOF MS-based typing is competingwith WGS as a fast and automatized typing method. MALDI-TOF MS is already widely used and data for further discrim-ination at infraspecies level is included for free in the condi-tions used for microbial identification, favouring a shorterturnaround time for routine incorporation. Nevertheless, thedelay in the identification of good biomarkers for differentia-tion at infraspecies level and the massive advances in geno-mics might constitute a caveat for further MALDI-TOF MStechnological advances for strain typing [1, 4, 40]. Knowledgearising from genomic and proteomic based typing might alsocontribute to unravel aspects of biological significance forrelevant bacterial pathogens.
In conclusion, we demonstrated, using a robust chemomet-ric analysis of data obtained fromMALDI-TOFMS with rou-tine experimental conditions, a limited potential of this meth-odology to discriminate clinically relevant MDRK. pneumoniae clones. Notwithstanding the limitation of thesample analysed (restricted to some STs represented by a lim-ited number of isolates recovered in specific countries fromSouth Europe), the findings of this study suggest a degree ofconservation of ribosomal proteins within K. pneumoniaesubsp. pneumoniae. Further studies with other experimentalconditions could be explored in order to provide new insightson MALDI-TOF MS high-resolution typing in this species.
Author’s contributions C.R., A.N. and L.P. contributed to the studydesign. C.R. performed the experimental work related to the acquisitionof mass spectra in MALDI-TOF MS, performed chemometric analysisand wrote the manuscript. A.N. participated in data analysis and wrote themanuscript. C.S. and J.A.L. provided expertise in chemometric analysis,participated in the analysis of data, and the revision of the manuscript.H.R. provided access to the MALDI-TOF MS (Bruker Daltonics,Bremen, Germany) equipment, reagents and software, and part of thePortuguese strain collection. T.M.C. and R.C. provided the Spanish straincollection used in this study, expertise and participated in the revision ofthe manuscript. L.P. contributed for the general conceptualization of thestudy and methodological approach, the analysis of data and revision ofthe manuscript. All authors read and approved the final version of thismanuscript.
Compliance with ethical standards
Funding This work received financial support from the EuropeanUnion (FEDER funds) through Programa Operacional Factores deCompetitividade—COMPETE and Portuguese National Funds (FCT,
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Fundação para a Ciência e Tecnologia) (UID/Multi/04378/2013). CarlaRodrigues and Ângela Novais were supported by fellowships from FCTthrough Programa Operacional Capital Humano (POCH) (grants numberSFRH/BD/84341/2012 and SFRH/BPD/104927/2014, respectively).Spanish isolates were recovered during execution of grants founded bythe European Commission (TROCAR-FP7-HEALTH-F3-2008-223031and, R-GNOSIS-FP7-HEALTH-F3-2011-282512) and the Instituto deSalud Carlos III of Spain (REIPI RD12/0015, Spanish Network forResearch in Infectious Diseases) co-financed by the EuropeanDevelopment Regional Fund, AWay to Achieve Europe.
Conflict of interest The authors declare that they have no conflict ofinterest.
Ethical approval This article does not contain any studies with humanparticipants or animals performed by any of the authors.
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FigureS1.RepresentationofthemeanspectraofthedifferentSTsstudiedbetween2000and20000m/zratioforCE(A)andIC(B).
A1andB1 representtheexpansionofthediscriminatoryregionsvisualizedidentiHiedinthespectraofCEandIC,respectively.
A)
A1)
B1)
B)
SequenceType(ST)
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FigureS2.ScoreplotofthePCAusingPFGE-types(ST11,ST14,ST15andST147)correspondingtotheCirstthreelatentvariables(LVs)
usingCE(A)andIC(B).
PFGE-types
ST11
ST15
ST14
ST147
A)
B)
PFGE-types
ST11
ST15
ST14
ST147
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High-resolution genomic analysis of the globally disseminated
multidrug resistance Klebsiella pneumoniae Clonal Groups 14 and 15
Carla Rodrigues1,2, Val F Lanza2,3,4, Luísa Peixe1,
Ângela Novais1, Teresa M Coque2,3,4*
1UCIBIO/REQUIMTE. Laboratório de Microbiologia, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal; 2Servicio de Microbiología, Hospital Universitario Ramón y Cajal (IRYCIS), Madrid, Spain; 3CIBER en Epidemiología y Salud Pública (CIBER-ESP), Madrid, Spain. 4Unidad de Resistencia a Antibióticos y Virulencia Bacteriana (RYC-CSIC), Madrid, Spain. Running Title: Delineation of different lineages among CG14 and CG15 K. pneumoniae *Corresponding author Teresa M. Coque Senior researcher Departamento de Microbiologia y Parasitologia, Hospital Universitario Ramón y Cajal Carretera de Colmenar Km 9.100 28024-Madrid, Spain E-mail: [email protected]
Manuscript Final Draft
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ABSTRACT
The Klebsiella pneumoniae (Kp) Clonal Groups (CG) 14 and 15 are overrepresented
among MDR Kp strains worldwide, but characterization of the different CG14 and CG15
lineages at the genome level is still missing. WGS settled down as a high-resolution tool,
providing a detailed overview into the population structure, resistome, virulome and
mobilome of Kp strains. In this study, we performed a high-resolution genomic analysis of Kp
CG14 and CG15, in order to elucidate factors responsible for its expansion.
WGS of nine representative Portuguese ST15 (4 wzi24, 1 wzi93, 1 wzi19, 1 wzi89)
and ST14 (1 wzi2, 1 wzi16) isolates showing variable PFGE-types (2003-2013) were obtained
using Illumina MiSeq (2x300bp pair-ended runs; ~6Gb per genome, coverage:100x).
Genomic sequences of all CG15 (n=61; 2004-2015; America/Asia/Europe) and CG14 (n=29;
1986-2014; Africa/America/Asia/Europe/Oceania) isolates available on NCBI and BIGSdb
databases (as from August 2016) were included. Assembly was performed using SPAdes and
core genome (>80% similarity/coverage) was defined using home Perl scripts. Core genes
were concatenated, aligned, and SNPs extracted to generate a maximum likelihood
phylogenetic tree (100 bootstraps) in R (Phangorn package). The cps operon within and
between lineages was analyzed using EasyFig and BRIG. Plasmid content of representative
isolates determined by PLACNET (n=17) and from complete genomes (n=5) was analysed by
hierarchical clustering of plasmid proteomes (n=21 genomes/66 plasmids). Virulence,
wzi/wzc, antibiotic resistance (ABR) and metal tolerance genes were searched using BIGSbd-
Kp and/or ResFinder.
Phylogenetic analysis of the core genomes of CG15(~3.1Mb) and CG14(~3.7Mb)
supported the circulation of seven and two distinct lineages, respectively, each one of them
harbouring the same wzi type (wzi24/wzi93/wzi19/wzi89/wzi118/wzi178/wzi274 for CG15;
wzi2/wzi16 for CG14). The whole cps operon was highly conserved within each lineage (with
exception of one hybrid strain K24/K39). The virulence content (100% mrk or kfu) was
similar in both CGs being of note the high prevalence of yersiniabactin cluster (64%-
CG15/58%-CG14). Plasmid analysis revealed the circulation of a high diversity of plasmid
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241
groups shared within the different lineages and CGs, with some particular groups
[HI1B+FIB(pNDM-MAR)/FIB(pKpn3)±FIIK/R replicons] comprising a diversity of ABR
and/or specific metal tolerance genes [ter+mer-HIB+FIB(pNDM-MAR)/ars+sil+pco±mer -
FIB(Kpn3)/mer-R]. This study provides evidences that CG14 and CG15 predominant
Kp lineages carrying specific cps operons are circulating in different geographic regions for
several years, thus suggesting divergent evolution in different host backgrounds.
Comprehensive analysis of the accessory genome revealed turbulent flux of plasmids of
disparate families containing a wide number of adaptive traits (virulence/ABR), frequently
associated with specific plasmids. MOBF12/IncF plasmids were pervasive and greatly
contribute to the CG14/15 pangenome. CG14/15 has an open genome for rapid and efficient
exchange that might explain their fast adaptation under different selective pressures.
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INTRODUCTION
Klebsiella pneumoniae subsp. pneumoniae (Kp) strains is one of the main drivers of
antibiotic resistance (ABR) (http://ecdc.europa.eu/en/eaad/antibiotics-
news/Documents/antimicrobial-resistance-EARS-Net-summary-2015.pdf) (1). This species
has a recombinant population structure that makes inefficient the use of standard genotypic
methods such as MLST for typing purposes (2–5). Core genome MLST (cgMLST) schemes
(based on 694 core genes) (6) or single nucleotide polymorphisms (SNPs) phylogenetic
analysis across the whole genome (3,7,8) allowed the identification of clonal groups (CGs),
such as CG14, CG15, CG17, CG101, CG147 and CG258. They are overrepresented among
multidrug resistant (MDR) Kp strains and strongly associated with the worldwide expansion
of extended-spectrum β-lactamases (ESBLs) (mainly CTX-M-15 and SHV-ESBL variants)
and carbapenemases (KPC, OXA-48-like, VIM, NDM) (6,9,10). To date, most phylogenomic
analysis of Kp have explored the CG258, as reflected by the number of genomes available in
public databases (674/1576, 43% of Kp genomes in NCBI database at December 2016) and
the growing number of publications concerning the evolution and diversification of CG258
(2,3,11,12).
MDR Kp CG14 [central genotype sequence type (ST) 14] and CG15 (central
genotype ST15) are increasingly associated with nosocomial and community-acquired human
infections all over the world, and also with animal infections or human colonization (7,8,13–
22). Despite their apparent relevance, the number of genomes of Kp CG14 and CG15 are less
represented in public databases (106/1576; 7% of Kp genomes in NCBI database at December
2016). Moreover, characterization of a limited number of CG15 and CG14 isolates reflects a
remarkable variability within these CGs based on the PFGE-type and diversity of wzi alleles,
suggesting the circulation of distinct lineages (4,8,16–20,23,24).
The location of genes conferring resistance to extended-spectrum β-lactams and also
fluoroquinolones and aminoglycosides on plasmids carrying specific replicons (FIIK, R, FIB,
FIA, HI1B, A/C, L, ColE-like) led to the assignment of a relevant role of these mobile genetic
elements in the transmission of ABR (7,10,14–17,25). However, the diversity and role of the
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
243
plasmidome in the evolution and host adaptation of Kp CG14 and CG15 MDR lineages
remains largely underexplored, mainly due to the scarcity on available bioinformatics tools
for plasmid data extraction (PLACNET, PlasmidSPAdes) (26,27).
In this work, we aimed to perform a high-resolution analysis of all known Kp
genomes belonging to CG14 and CG15, including those sequenced in this study and those
available in public databases in order to elucidate factors (phylogeny, cps evolution,
plasmidome) that might be contributing to the global expansion of these CGs.
RESULTS
Core genome phylogeny of Kp CG14 and CG15
To estimate the phylogenetic relationships within Kp CG14 and CG15 strains, 9
isolates (7 ST15 and 2 ST14) representing distinct lineages identified among Portuguese
clinical settings (16,28,29) were fully sequenced and compared with the 90 Kp genomes
available in GenBank and BIGSdb databases. In silico MLST analysis identified 61
ST15/CG15, 28 ST14/CG14 and 1 ST2316/CG14 (single locus variant of ST14). A further
SNPs-based phylogenomic analysis revealed a small core genome of 2.7 Mbp and a SNP
distance between the CG14 and CG15 of 2.200 SNPs/Mbp, and therefore the convenience to
analyze each one of them independently. Larger core genomes were then obtained for CG14
(3.7 Mbp) and CG15 (3.1 Mbp), representing a genomic overlay of isolates from the same CG
of ~60-70% (considering a Kp genome size of ~5.4 Mbp).
Characterization of the different Kp CG14 and CG15 phylogenetic lineages
Within the CG14 (n=31; core genome of 3.7 Mbp) isolates, we identified two distinct
branches corresponding to different wzi types (CG14-wzi2 and CG14-wzi16) (Figure 1), with
an average distance between them of about 2300 SNPs (622 SNPs/Mbp). The first branch
comprised isolates harbouring the same cps locus (n=22, wzi2/K2) and a divergence of about
370 SNPs (100 SNPs/Mbp) in the core genome. The cluster of CG14-wzi2 comprises isolates
recovered from 1986 to 2015 in all continents, with an overrepresentation of strains causing
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244
human infections (Table 1, Figure 2). CG14 isolates often carry genes conferring resistance to
extended spectrum β-lactams (13/22, 60%, mainly NDM-1/-5 plus CTX-M-15, KPC-4, CTX-
M-15 or TEM-24). Most of the isolates harboured the chromosomal blaSHV-28 gene (73%,
16/22) and at lesser extent, blaSHV-1 (14%, 3/22), blaSHV-7 and blaSHV-11 (Figure 2). The second
cluster included isolates with wzi16/K16 (n=9), which differed up to 350 SNPs (95
SNPs/Mbp) (Figure 1). They included isolates recovered between 2002 and 2014 in distinct
continents (4 America, 3 Europe, 2 Oceania). Five out of 9 isolates (56%) from this lineage
produced ESBLs, mostly SHV-types (2 SHV-2, 1 SHV-5, 1 SHV-106). Four isolates
harboured the chromosomal blaSHV-1 and 3 blaSHV-28, while none of these blaSHV was detected
in two isolates (Figure 2).
The CG15 (n=68, core genome of 3.1 Mbp) split in seven clusters (Figure 3) each of
them linked to a specific wzi type (wzi24, wzi93, wzi19, wzi118, wzi89, wzi274, and wzi178).
From these, CG15-wzi24, CG15-wzi93 and CG15-wzi19 represent 93% (n=63/68) of the
CG15 sample (Table 1, Figure 2). The distance between isolates from each lineage ranged
from ~400 SNPs (130 SNP/Mbp) to 1400 SNPs (452 SNP/Mbp). Detailed analysis of each
CG15 lineage is performed below.
The CG15-wzi24/K24 (n=40) comprised isolates from human infections (n=17) or
colonization (n=6) or non-identified sources (n=17), from Europe (n=27), America (n=10)
and Asia (n=3) recovered between 2006 and 2015 with less than 120 SNPs among them (40
SNPs/Mbp) (Table 1, Figure 2 and Figure 3). Most isolates were CTX-M-15 producers
(n=32), and involved (66%) in outbreaks in The Netherlands (n=14, 2012-13, Groningen) and
North America (n=7, 2013-14, Boston). The remaining isolates produced CTX-M-14, KPC-3,
VIM-4 or SHV-2. Most CG15-wzi24 harbored blaSHV-28, with the exception of the isolates
involved in the American outbreak (carrying ESBL-blaSHV-5) and one Portuguese isolate
(carrying ESBL-blaSHV-2) (Figure 2).
CG15-wzi93/KL112 (n=19) lineage included isolates from different countries (10
Europe, 6 Asia, 3 America; 2004-2015) (Table 1, Figure 2). The core genome of CG15
isolates differed in less than 50 SNPs (16 SNPs/Mbp) indicating their close phylogenetic
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relationship (Figure 3). Most isolates produced CTX-M-15 (89%, 17/19) (3 isolates co-
produced NDM-1 or 1 KPC-2) and all of them harboured the chromosomal blaSHV-28 (Figure
2).
CG15-wzi19/K19 (n=4) was identified in European (n=2) and Asian (n=2) countries
between 2005 and 2013 in isolates from human infections and colonization, and in a food
product (Table 1). Three of the isolates were closely related phylogenetically with less than
30 SNPs (10 SNPs/Mbp) and linked to the production of diverse extended-spectrum acquired
β-lactamases (NDM-1, GES-11, CTX-M-15) (Figure 2 and Figure 3). Three out of four
isolates harboured chromosomal blaSHV-28. The remaining lineages were sporadic and only
two of them were linked to the production of ESBLs (SHV-2 in CG15-wzi118) and ESBLs
plus carbapenemases (VIM-34+SHV-12+OXA-17 in CG15-wzi89) (Figure 2).
The content of ABR genes was highly variable within and between the different
lineages identified, while the content in virulence genes was highly consistent, being common
the detection of type 3 fimbrial gene cluster (mrk, 100%), iron ABC transporters (kfu, 100%),
and yersiniabactin siderophore cluster (ybt, irp1, irp2, fyuA,62%).
Phylogenetic distribution and characterization of cps locus in Kp CG14 and CG15
lineages
We identified highly conserved cps locus (arbitrarily designated from A to J) among
the 99 genomes of Kp CG14 and CG15 using Kaptive (Figure 4). Comparison of the whole
cps locus of 31 representative isolates with those of the serotype reference strains (Table S2)
revealed concordance for cps clusters A-wzi2/K2, B-wzi16/K16, C-wzi24/K24, D-wzi24,
wzc39:21/K39, G-wzi274/K30, and I-wzi19/K19 by all methods tested (wzi, wzc and Kaptive).
The exception was cps type D, which was predicted as K24 by wzi and as K39 by
wzc/Kaptive and cps structure. The remaining cps locus detected within CG15 were classified
as new capsular types (E-wzi93/KL112; F-wzi89/KL110, H-wzi118/KL146 and J-wzi178),
three of them previously characterized by the Kaptive platform (E, F, H), and one firstly
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described in this study (J). It is of note that cps locus E was predicted by wzi as K60 but its
structure was different from the K60 reference strain, being assigned by Kaptive as KL112.
The 10 types/subtypes of the cps locus of CG14 and CG15 described to date ranged
from 18 to 27 Kb and from 13 to 22 CDSs [excluding insertion sequences (IS)] (Figure 4).
They comprise a common structure at the beginning (5’) and at the end (3’) of the locus and a
highly variable group of genes between wzc and gnd, and between gnd and ugd (30). The
conserved region included eight genes at 5’ end: galF (UTP–glucose-1-phosphate
uridylyltransferase), orf2 (putative acid phosphatase), wzi (responsible for capsule assembly),
wza, wzb and wzc (involved in the translocation of mature capsular polysaccharide to cell
surface) and two genes at 3´end: gnd (6-phosphogluconate dehydrogenase) and ugd (UDP-
glucose 6-dehydrogenase). Regarding the variable region of the cps, 89 unique CDSs were
identified across the ten cps locus identified (Figure 4, Figure S1). Eighty-three CDSs were
found in the wzc-gnd region encoding mainly for initial (wbaP and wcaJ present in 6 and 4 of
the cps locus types identified, respectively) and non-initial glycosyltransferases, modifying
enzymes (acetyltransferases, pyruvyl transferases, glycosyl hidrolases), hypothetical proteins
and the core assembly components Wzx (flippase) and Wzy (polymerase; not present in cps
locus B and F in the range analysed) involved in capsular type-specific repeat unit synthesis
and polymerization. The remaining six CDSs were found in the gnd-ugd region codifying for
proteins implicated in mannose (manB and manC; cps types A-H) and/or rhamnose (rmlA,
rmlB, rmlC and rmlD, cps types I and J) synthesis (Figure 4). In three cps locus, IS5 (present
in two cps locus-Bi, Ci and Cii) and IS1 (present in one cps locus-Ei) were detected (Figure
4). The ISs occurred upstream wzi (cps Bi, Cii, Ei) and/or in the central region of the cps (cps
Ci and Cii, in the case of cps Ci disrupting CDS) (Figure 4). It is of note the differences
observed in guanine+cytosine (GC) content between the conserved (>55%, similar to the CG
content observed for the rest of Kp chromosome) and nonconserved (<40%, the region
between wzc-gnd) regions of the cps locus, suggesting a distinct origin.
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Plasmid replicon analysis among Kp CG14 and CG15
Plasmid replicons from the Enterobactericeae family were searched through
PlasmidFinder platform (https://cge.cbs.dtu.dk/services/PlasmidFinder/) to get a snapshot of
the plasmid diversity among the 99 genomes from Kp CG14 and CG15. A high diversity of
plasmid replicons was observed among the strains of these CGs, with replicons belonging to
F (89%, 88/99) and R (43%, 42/99) family being the most frequent and represented in all
branches, independently of the lineage studied (Figure 2). Within the F plasmid family, we
detected a remarkable diversity of replicons, more than one rep gene per strain being frequent
– 59 FIIK (RNAI-FII), 69 FIB(KPN3) (repFIB from pKPN3), 12 FIB(MAR) (repFIB from
pNDM-MAR), 12 FIB(pKPHS1) (repFIB from pKPHS1 phage-related), 4 FIB(KpQIL)
(repFIB from KpQIL), 24 FIA(HI1) (repFIA from H1), 3 FII (RNAI-FII from pC15-1a).
Other plasmid families detected were HI1B, A/C2, L, M, X3, X4, HI2, N, Q2 and ColE-like
[colKP3, Col(pVC)] (Figure 2) (31).
Plasmid reconstruction from de novo sequenced Kp CG14 and CG15 genomes
The plasmid content of the 9 Portuguese isolates sequenced in this study was
reconstructed from whole-genome data using two different platforms, PLACNET and
PlasmidSPAdes (26,27), and the results obtained were confirmed with the plasmid content
assessed by S1-PFGE. For the set of plasmid genomes analysed, PLACNET showed a better
resolution than PlasmidSPAdes (Table S1), once a higher concordance was obtained with
plasmid sizes previously determined by S1-PFGE and because FIIK and R plasmids were
identified as separate entities. Moreover, the results obtained using PlasmidSPAdes were
completely concordant with those achieved using PLACNET and S1-PFGE for a single
isolate (K47) (Table S1).
A more comprehensive view of the plasmidome was obtained when we analyzed the
plasmids extracted from our genomes with those of all CG14 and CG15 genomes available at
public databases (Table S2). They included the plasmids of 5 complete genomes, 3 CG14 K2
(Kp617_ASM131717, PittNMD01_ASM73325, NUHL24835_ASM152189) and 2 CG15-
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KL112 (BR_ASM166319, PMK1_ASM76461). We also reconstructed the plasmids of seven
[3 CG14 (2 K2, 1 K16) and 4 CG15 (3 K24, 1 K112)] genomes available at public databases,
which represent different lineages according to the phylogenetic tree on Figure 1.
In total, we identified 66 plasmids in 21 genomes, with the number of plasmids per
isolate ranging from 1 to 9 (average of 3 plasmids per genome) (Figure 5). The most common
groups of plasmids belong to MOBF12/IncF (18 plasmids), MOBH11/IncHI1B-IncFIB (6
plasmids), MOBP (1 IncX3, 1 IncX4, 2 IncL, 18 ColE) and MOBH (1 IncHI2, 2 IncA/C2).
Seventeen plasmids lacked MOB or had an unclassified relaxase [including 4 IncFIB
(pKPHS1/pKPN3) and 7 IncR plasmids] (Figure 5).
The relationship between plasmids is shown in the dendrograms of the 66 plasmids
identified in CG14 and CG15 genomes (Figure 6), while a dendrogram including these 66
plasmids plus reference plasmids from different families is shown on Figure 7 (Table S2).
Plasmids clustered into 12 main groups that correspond to the different Inc/MOB families
identified. Plasmids classified as IncF/MOBF12, IncR and IncHIB-IncFIB/MOBP11 plasmid
families represented 52% of all plasmids detected (Figure 5). Detailed analysis according to
main plasmid families is provided below.
IncF plasmids
Twenty-one IncF/MOBF12 plasmids were found in each of the CG14 and CG15
genomes for which plasmid analysis was performed, with the exception of three isolates (K2 -
Kp617_ASM131717, KL112-BR_ASM166319 and KL110-K47) in which MOB and tra
regions (n=4) were absent but contained backbone genes (including RIP proteins) of IncF
plasmids (Figure 5). In the dendrogram represented in Figure 7, IncF plasmids grouped in
four main branches, and each branch was individually analysed.
The first group includes IncFIIA/MOBF12 (~65 kb) plasmids identified in 2 CG15
(K24, KL112). These plasmids are closely related to the widely disseminated plasmid pC15-
1a (blaCTXM-15) from the pandemic ST131 E. coli clone, although lacking a region of
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approximately 30 kb that contain the ABR genes (blaCTX-M-15, blaTEM-1, blaOXA-1, aac(6’)-Ib-cr,
tetA and tetR) (Figure S2).
The second group is represented by an IncFIB/MOBF12 plasmid (96 kb) from one
CG15-K24 isolate that did not contain any gene of resistance to ABR. This plasmid showed
high similarity with IncFIB plasmids (repFIB allele 36) circulating among different species of
Enterobacteriaceae despite the original sequences were detected in Citrobacter freundii (100
kb-pCAV1741-101, 135 kb-pCAV1321-135, 171 kb-SL151 p2) (Figure S3). They are
designated as pKPC_UVA01 group as they are good drivers of the spread of KPC genes in
hospitals (32).
The third group was the most heterogeneous and was subdivided in three sub-groups:
i) the first included IncFIB (pKPN3)/MOBF12 plasmids of ~100 kb identified in 2 CG14-wzi2
with no ABR and metal tolerance genes; ii) the second sub-branch contained IncFIB
(pKPN3)/MOBF12 or IncFIB(pKPN3)-IncFIIK/MOBF12 plasmids with sizes ranging from 100
kb to 275 kb detected in a large part of the genomes analyzed (67%, 14/21; CG15-6 K24, 3
KL112 and 1 K19, CG14- 2 K2 and 2 K16); in this subgroup most of the plasmids were MDR
(71%) but the ABR content was variable, and all plasmids harboured genes conferring metal
tolerance to copper (pco and sil cluster), silver (sil cluster, one exception) and arsenic (ars
operon); iii) the third sub-group comprised one IncFIIK2/MOBF12 MDR plasmid of ~100 Kb
detected in one CG14-K2 isolate with no FIB replicon and with no metal tolerance genes
(Figure S4).
The fourth group encompassed phage-related IncFIB plasmids (~110 kb), detected in
1 CG14-K2 and 2 CG15-KL112 isolates, closely related to pKPHS1 plasmid though lacking
MOB and tra regions and the approximately 10 kb region where blaCTX-M-14 is harboured. No
ABR and/or metal tolerances genes were detected in CG14 and CG15 harbouring
IncFIB(pHPHS1) phage-like plasmids and, interestingly, both isolates lacking the gene retA
codifying for a reverse transcriptase. The third and fourth groups are represented by IncF
plasmids almost exclusively found in Kp isolates (Figure S5).
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IncR plasmids
IncR plasmids (n=7) were highly heterogeneous and all of them were MDR. They
were located in one main branch of the dendrogram that was subdivided in two sub-branches.
The first group included IncR plasmids eventually harbouring an FIA replicon (45-70 kb) and
were found in 2 CG14-K2 and 2 CG15-1 K19 and 1 KL112. Most of them carried blaCTX-M-15
and mer operon. The second group included mosaics of IncR and IncN plasmid backbones
(35-76 kb) and were detected in CG15 isolates (2 K24, 1 KL112) with variable content in
ABR genes and low prevalence of mer operon. Relaxases for IncR plasmids were not
detected. H1122_p3 plasmid contained IncR backbone regions (except the replicon) and the
FIA replicon (Figure S6).
IncHI1B-IncFIB mosaic plasmids
A main branch comprises large plasmids (>250 kb) harbouring HI1B and FIB
replicons and MOBP11 relaxases (IncHIB-IncFIB/ MOBP11) from either CG14 (3 K2) or CG15
(2 KL112, 1 K24) isolates (Figure S7). These plasmids are closely related to IncHI1 plasmids
of Kp, which differ from other IncHI1 plasmids predominant in Salmonella or other
Enterobacteriaceae species. The IncHIB-IncFIB/MOBP11 plasmids circulating in CG14/CG15
collection were MDR (6/7) highly similar with those previously described, and four of them
carried blaNDM-1 in a Tn3-like transposon (tnpA- blaNDM-1-bleMBL-groES-groEL-tnpA) (33). All
plasmids harboured genes conferring metal tolerance to tellurium (ter operon), while presence
of mer operon was variable (Figure S7).
Other plasmid families
Plasmids of other six families were identified, namely IncX/MOBP3, IncL/MOBP13,
IncA/C2/MOBH121 or IncHI2/MOBPH11, ColE and a phage-like plasmid.
IncX/MOBP3 plasmids were divided in two subgroups, IncX3 and IncX4. The IncX3
(46 kb) from the CG14-K2 isolate was identical to pNDM-5-X3 (blaNDM-5) detected in 2015
in one clinical Kp isolate (Figure S8) (34). IncX4 (similar to pCROD2 reference plasmid) was
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detected in 1 CG15-K24 isolate and without ABR genes (Figure S9). IncL/MOBP13 plasmids
(62 kb) were detected among 1 CG14-K2 (OXA-162) and 1 CG15-K24 (OXA-48) and were
identical to the pOXA-48 plasmid which has been linked to the worldwide expansion of
OXA-48-like enzymes (Figure S10) (35). Concerning IncA/C2/MOBH121 plasmids they were
detected in 1 CG14-K2 (167 kb) and 1 CG15-K24 (188 kb) and were both MDR plasmids.
H49_p2 was identical to pEA1509_A plasmid, a widespread plasmid responsible for the
dissemination of TEM-24 in different Enterobacteriaceae species manly between 1999 and
2004 (36), MGH111_p5 harbouring OXA-10 was also closely related with the reference
plasmids pEA1509_A and pR55, but lacks the TEM-24 platform (Figure S11). The
IncHI2/MOBPH11 plasmid detected among 1 CG15-KL110 was unique (compared to those on
public databases) and different from the R478 reference plasmid (only 49% identity). The
phage-like plasmid (55 kb) detected among 1 CG15-K24 was similar to others detected
among Kp (pKPN-852) and also K. variicola (pKV2), and didn’t harbor any ABR genes
(Figure S12).
A great diversity was observed within ColE-like plasmids, with some typical families
being recognized, ColKP3 (7 kb) found in 3 CG14-K2 recently linked to the dissemination of
OXA-232 (37), and Col(pVC) (2.5-3 kb) found in 4 CG15 (3 K24, 1 KL110), found also
among other Enterobacteriaceae species (Figure 5).
Some unclassified plasmids (either by REP or MOB) were also detected, such as
PMK1-C and C1686_p1, which carried a repA belonging to the IncFII_superfamily.
Interestingly, these plasmids didn’t harbour ABR genes (except strAB in PMK1-C) but some
known virulence factors (mrk operon by PMK1-C or type VI secretion system and the fec
iron-enterobactin operon by C1686_p2).
DISCUSSION
The comprehensive genomic analysis of available Kp CG14 and CG15 isolates
performed in this study (core and accessory genome, cps) allows clearly define two distinct
lineages that evolved separately in different settings. Till very recently, isolates classified as
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ST14 and ST15 were considered to be highly related since they differed only in a single point
mutation in allele infB according to the MLST scheme defined
(http://bigsdb.pasteur.fr/klebsiella/klebsiella.html). Analysis of large Kp MDR collections by
whole genome sequencing, cgMLST and SNPs-based phylogeny approaches defined them as
individual CGs (4,6). Nevertheless, the precise definition of the different CG14 and CG15
lineages, and their relative predominance and biological significance has never been explored
by high-resolution genomic analysis.
The SNP-based phylogeny of Kp CG14 and CG15 performed in this work allowed
the identification of distinct phylogenomic subgroups of CG14 (two) and CG15 (seven), each
one of them harbouring a specific cps locus. Some of these subgroups, such as CG14-K2 and
CG14-K16 or CG15-K24, CG15-K19 and CG15-KL112 seem to be well-established in
different geographic regions for several years, similarly to what happened with Kp CG258
(3,11). Those that were detected sporadically could be the result of single capsular switching
(CG15-K30, KL146 and wzi178) but they could also be underrepresented in the available
databases. Besides, the differences in GC content observed within the different regions of the
cps suggest different events of horizontal gene transfer within the variable region (5,11). Even
recognizing the potential for capsule diversification, probably related with it being the first
element of recognition in the host-pathogen interaction, it is of interest to highlight the
identification of apparently stable lineages carrying the same capsular type in large
geographical areas and/or periods of time, which suggests local evolution under different
selection pressures. The results of this work, along with those resulting from the studies on
CG258, highlight the interest of cps subtyping as marker to distinguish epidemiological
relevant Kp subgroups that can be exploited by a number of genotypic and phenotypic rapid
diagnostic tests (5,11,23,38).
The in-depth genomic analysis of Kp CG14 and CG15, reveals that the core genome
of these CG represents only approximately 60-70% of a typical Kp genome, pointing out the
impact of the accessory genome in the diversification and adaptation of these strains. Mobile
genetic elements (phages, plasmids, transposons among others), are major drivers of
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acquisition and dissemination of accessory genes (39). The study of the mobilome, and
especially of the plasmidome, has been scarcely explored (4,10), mainly due to the few
efficient bioinformatics tools available for extraction of plasmid information from whole
genome sequencing data (26,27,40,41). Most of the studies address the plasmid diversity only
by inferring the incompatibility groups based on replicon typing using platforms such as
PlasmidFinder (https://cge.cbs.dtu.dk/services/PlasmidFinder/) (31), which fail to establish
whole plasmid entities. The combined use of two bioinformatics approaches, PLACNET and
PlasmidSPAdes, allowed us characterizing the plasmidome and further discriminating IncFIIK
and IncR plasmids with high level of resolution. Moreover, the comprehensive exercise of
comparative genomics of all CG14 and CG15 available genomes contributed to define these
plasmid families among MDR K. pneumoniae, which definitely seem to have different
evolutionary histories. To the best of our knowledge, this is the first work using these
approaches to reconstruct Kp plasmids from whole-genome data, and PLACNET seems to
work as well as for E. coli plasmids (26,42).
As expected, we describe a stormy flux of plasmids of different families among Kp
CG14 and CG15 populations, some of them also able to be transferred to other lineages of the
same or different species of Enterobacteriaceae eventually reflecting the wide open genome
of these MDR Kp strains. Furthermore, we identified 53 plasmids (reconstructed using
PLACNET) circulating in representative CG14 and CG15, significantly enlarging the number
of Kp plasmids deposited in public databases. Plasmids were overrepresented among these
CGs, such as MOBF12/IncF, MOBH11/HI1B-FIB and IncR comprising a diversity of ABR and
enriched in some cases with specific metal tolerance genes. Interestingly, we unveiled a
higher diversity of FIB replicons than that previously recognized, detected among different
MOB families (F12 and H11) and in phage-related plasmids, whose significance needs to be
further explored in larger Kp populations. The predominance of F plasmids in all species of
Enterobacteriaceae has not been explored despite their association with adaptive traits
(virulence, antibiotic and heavy metal resistance, ability to biofilm formation, amongst other
metabolic features). It is also of note the high number of heterogeneous small plasmids
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(ColE1-type) observed, harbouring or not ABR genes, and further studies are needed to
understand the role of these elements in the pangenome of MDR Kp strains (26,43).
Interestingly, we identified a plasmid harbouring the mrk operon (type 3 fimbriae, usually
located on the chromosome of Kp), whose plasmid location has recently been associated with
increased expression and biofilm formation (44).
Finally, Kp has an ubiquitous distribution, infecting and colonizing diverse animals
and sites of the human body and being disperse in the environment (water, soil and plants).
For this reason, a flexible armamentarium might facilitate adaptation to shifting conditions
and exploitation of new niches, as well as the exposure to a large pool of accessory DNA
might enhance the ability of these bacteria for horizontal gene transfer, favoring selection,
diversification and adaptation of Kp populations (39,45,46).
CONCLUSIONS
This study provides evidences that CG14 and CG15 predominant Kp lineages
carrying specific cps operons are circulating in different geographic regions for several years,
thus suggesting divergent evolution in different host backgrounds. Comprehensive analysis of
the plasmidome revealed turbulent flux of plasmids of disparate families containing a wide
number of adaptive traits (ABR/virulence/metal tolerance genes), frequently associated with
specific plasmids. MOBF12/IncF, MOBH11/IncHIB-FIB and IncR plasmids were pervasive and
greatly contribute to the CG14 and CG15 pangenome. These CGs present an open genome for
rapid and efficient exchange that might explain the fast adaptation of Kp under different
selective pressures.
MATERIAL AND METHODS
Bacterial Isolates and Sequencing
Seven MDR ST15 (4 wzi24, 1 wzi93, 1 wzi19, 1 wzi89) and two ST14 (1 wzi2, 1
wzi16) isolates recovered in Portugal between 2003 and 2013 were selected for whole-
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genome sequencing (WGS) (16,28,29). Epidemiological characteristics of the strains are
shown in Table 1.
Total DNA was extracted using QIAmp DNA Mini Kit (Quiagen) and concentration
measured using Nanodrop 2000 (Thermo Scientific) and Qubit Fluorometer (Life
Technologies). DNA libraries were prepared using the Nextera XT kit (Illumina, San Diego,
CA, USA) and 300 bp paired-end sequence reads with mean coverage of 100x were generated
on Miseq plataform (Illumina, San Diego, CA, USA). De novo assembly was performed with
SPAdes v3.9.0 using k-mers of 101, 111, 121 and 127 (47), and the quality of the assembly
was evaluated using QUAST software (48). Assembly statistics of the nine sequence datasets
analysed are available on Table S3. Genome annotation was performed with Prokka 1.12
(49).
In addition, a comparison of the nine genomes described in this paper with the 90 K.
pneumoniae genomes of CG15 (n=61; 2004-2015; America, Asia, Europe) and CG14 (n=29;
1986-2014; Africa, America, Asia, Europe, Oceania) available on NCBI and BIGSdb
databases (last update August 2016) was performed. Detailed information of all the isolates
analysed in this study is listed in Table 1.
Phylogenetic Analysis of CG14 and CG15 K. pneumoniae core genome
The core genome was defined as the collection of genes present in all CG14 and
CG15 analyzed, respectively, with 80% of identity and 80% of coverage. CD-HIT-EST was
used to cluster genes, and the core genome set was defined using home Perl scripts (26,50).
Core genes were concatenated and aligned using MUSCLE (51) and SNPs extraction was
performed with HarvestTools (http://harvest.readthedocs.io/en/latest/content/harvest-
tools.html). The results outputted in a SNP matrix were used to generate a maximum
likelihood phylogenetic tree with 100 bootstrap replicates under the general time-reversible
model with Gamma correction (GTR+G) in R-3.2.2 (phangorn package) (52).
Identification and comparison of cps locus
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First, we perform the assignment of wzi/wzc alleles and cps locus in all genome
sequences using BIGSbd
(http://bigsdb.pasteur.fr/perl/bigsdb/bigsdb.pl?db=pubmlst_klebsiella_seqdef_public&page=s
equenceQuery) and Kaptive, respectively (5). Thereafter, we proceeded to the in silico
extraction of the cps locus from whole genome data in representative isolates (n=31) using
BLAST to identify sequence regions with homology to the flanking genes galF and ugd of
the cps locus. In some genomes, galF and ugd were not found in the same contig, and in that
case the nucleotide sequences from, and including, galF or ugd until the end of their
respective contigs were extracted and put together. To confirm the correct contiguity of the
contigs, sequences were mapped against the cps of the reference strain (according to wzi
allele or K locus identified by Kaptive) using ProgressiveMauve (Table S4) (53). Even with
this approach, some contigs could not be joined, and the annotated cps of these isolates reveal
contig breaks. Representative cps locus were annotated with Prokka and subsequent
comparison within and between CG14 and CG15 lineages (using the K-type reference strains
when available) was performed using BRIG and EasyFig (Table S4) (54,55).
Plasmid identification and analysis
A preliminary analysis of the plasmid content of CG14 and CG15 was obtained by
searching the diversity of plasmid replicons on the genomes using PlasmidFinder. Next, the
plasmid content of the nine Portuguese isolates sequenced was achieved using both Plasmid
Constellation Networks (PLACNET) and PlasmidSPAdes (26,27,56). PLACNET combines
three types of information contained in the contigs to identify plasmids from whole genome
sequences, namely, i) scaffold links and coverage in the WGS assembly; ii) plasmids proteins
as replication initiator proteins (RIP) and relaxases (REL); and iii) comparison to reference
sequences. The combination of these data it produces a graphical representation (network)
that can be pruned by the user to adjust the sequencing results (26). On the other hand,
PlasmidSPAdes use the coverage information to improve the assembly graph, and assumes
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that contigs belonging to each genomic element (e.g. chromosome, plasmids) have an
identical coverage (27).
To further strengthen the plasmidome analysis of the CG14 and CG15, we proceeded
to the plasmid reconstruction of seven additional genomes belonging to CG14 and CG15
located at different positions in the phylogenetic tree and carrying different ABR genes.
Plasmids reconstructed here using PLACNET (n=16) and plasmids from closed genomes of
CG14 and CG15 (n=5) available on NCBI database, as well as reference plasmids (Table S4),
were used to construct a hierarchical clustering dendrogram of plasmid proteomes. Plasmid
Neighbour-Joining dendrograms were constructed using CD-HIT to cluster references and
query plasmids (60% sequence identity and 80% coverage) (50). Based on the protein clusters
defined, a presence/absence table was created to represent the protein profile of each plasmid
(26,57). The Euclidean formula was used to calculate the distance matrix between plasmid
protein profiles using vegan package on R 3.2.2 (58), and subsequently bootstrap confidence
values were calculated and the Neighbour-Joining dendrogram was constructed with APE
package on R 3.2.2 (59). Representative query and reference plasmids appearing in the same
branch were compared using BRIG (54). Plasmids were classified according to MOB families
as described by Alvarado et al (60) and Inc (replicons) families using PlasmidFinder (31).
Gene Content Analysis
Genes presumptively associated with virulence such as siderophores (yersianabactin,
aerobactin, colibactin, salmochelin), iron uptake systems and regulators (kfu operon and
kvgAS operon, respectively), bacteriocins (microcin cluster), regulators of mucoid phenotype
(rmpA and rmpA2), allantoinase cluster and adhesins (mrk cluster) and metal tolerance genes
[copper (pco cluster), arsenic (ars operon), silver/copper (sil cluster) and tellurite (ter
operon)] were searched using BIGSbd database
(http://bigsdb.pasteur.fr/perl/bigsdb/bigsdb.pl?db=pubmlst_klebsiella_seqdef_public&page=s
equenceQuery). Mer operon (conferring tolerance to mercury) was searched using BLAST.
Antimicrobial resistance (ABR) genes were searched using ResFinder database
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
258
(https://cge.cbs.dtu.dk/services/ResFinder/). These data were used to construct the heat maps
on R 3.2.2.
Funding: This work received financial support from the European Union (FEDER funds
POCI/01/0145/FEDER/007728) and National Funds (FCT/MEC, Fundação para a Ciência e
Tecnologia and Ministério da Educação e Ciência) under the Partnership Agreement PT2020
UID/MULTI/04378/2013 Ângela Novais was supported by a fellowship from FCT through
Programa Operacional Capital Humano (POCH) (and SFRH/BPD/104927/2014,
respectively). Carla Rodrigues was supported by a fellowship from FCT through POCH
(grant number SFRH/BD/84341/2012) and a FEMS Research Grant (FEMS-RG-2014-0089).
Competing interests: The authors have declared that no competing interests exist.
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3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
266
Stra
in
ST
wzi
/K-t
ype1
wzc
/K-t
ype1
Kap
tive2
Cou
ntry
C
olle
ctio
n da
te
Hos
t Sa
mpl
e
Infe
ctio
n st
atus
A
cces
sion
UC
I4
14
wzi
16/K
16
wzc
16:8
5/K
16
KL
16
USA
N
A
Hum
an
bloo
d N
A
PRJN
A20
1987
A
SM15
9690
(KPO
II-4
) 15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2012
H
uman
re
ctal
sw
ab
Col
oniz
atio
n PR
JNA
2529
25
ASM
1596
91 (K
POII
-2)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2012
H
uman
re
ctal
sw
ab
Col
oniz
atio
n PR
JNA
2529
25
ASM
1596
92 (K
POII
-2)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2012
H
uman
ur
ine
Infe
ctio
n PR
JNA
2529
25
ASM
1596
93 (K
POII
-1)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2012
H
uman
sp
utum
In
fect
ion
PRJN
A25
2925
A
SM15
9698
(KPO
II-7
) 15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2012
H
uman
ur
ine
Infe
ctio
n PR
JNA
2529
25
ASM
1596
99 (K
POII
-10)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2013
H
uman
sp
utum
In
fect
ion
PRJN
A25
2925
A
SM15
9709
(KPO
II-1
) 15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2012
H
uman
re
ctal
sw
ab
Col
oniz
atio
n PR
JNA
2529
25
ASM
1597
11 (K
POII
-6)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2012
H
uman
ur
ine
Infe
ctio
n PR
JNA
2529
25
ASM
1597
16 (K
POII
-9)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2012
H
uman
re
ctal
sw
ab
Col
oniz
atio
n PR
JNA
2529
25
ASM
1597
17 (K
PEII
-1)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2012
E
nvir
onm
ent
Bed
-
PRJN
A25
2925
A
SM15
9719
(KPE
II-2
) 15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2012
E
nvir
onm
ent
Toi
let c
hair
-
PRJN
A25
2925
A
SM15
9722
(KPE
II-3
) 15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2013
E
nvir
onm
ent
Toi
let c
hair
-
PRJN
A25
2925
C
LC
(KP-
10)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2012
H
uman
re
ctal
sw
ab
Col
oniz
atio
n PR
JNA
2529
25
ASM
1597
14 (K
POII
-8)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
ethe
rlan
ds
2012
H
uman
re
ctal
sw
ab
Col
oniz
atio
n PR
JNA
2529
25
1809
0_8_
59 (P
B46
6)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
T
haila
nd
2015
H
uman
ur
ine
NA
PR
JEB
1140
3 12
082_
2_22
(e16
02)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
U
nite
d K
ingd
om
2007
H
uman
bl
ood
Infe
ctio
n PR
JEB
5065
12
082_
5_17
(k17
86)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
U
nite
d K
ingd
om
2008
H
uman
bl
ood
Infe
ctio
n PR
JEB
5065
B
IDM
C_3
3B
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
U
SA
2012
H
uman
sp
utum
N
A
PRJN
A20
2045
12
045_
7_41
(k23
25)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
U
nite
d K
ingd
om
2010
H
uman
bl
ood
Infe
ctio
n PR
JEB
5065
19
PV
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
It
aly
NA
H
uman
N
A
hum
an
PRJE
B65
43
44*
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
Po
rtug
al
2013
H
uman
ur
ine
NA
C16
86*
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
Po
rtug
al
2012
H
uman
ur
ine
Infe
ctio
n (U
TI)
C16
93*
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
Po
rtug
al
2012
H
uman
ur
ine
Infe
ctio
n (U
TI)
MG
H63
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
U
SA
2013
H
uman
bi
liary
flui
d N
A
PRJN
A23
4262
M
GH
65
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
U
SA
2013
H
uman
bi
liary
flui
d N
A
PRJN
A23
4264
M
GH
75
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
U
SA
2013
H
uman
ab
dom
inal
w
ound
In
fect
ion
PRJN
A23
4115
MG
H11
1 15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
A
2014
H
uman
N
A
NA
PR
JNA
2718
99
MG
H11
7 15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
A
2014
H
uman
N
A
NA
PR
JNA
2718
99
MG
H11
5 15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
A
2014
H
uman
N
A
NA
PR
JNA
2718
99
MG
H81
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
A
2014
H
uman
N
A
NA
PR
JNA
2718
99
U_1
2567
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
L
aos
2008
H
uman
ur
ine
Infe
ctio
n (U
TI)
E
RS0
1187
8
1198
3_8_
85 (k
1806
) 15
wzi
24/K
24
wzc
25:8
/K24
K
L24
U
nite
d K
ingd
om
2008
H
uman
bl
ood
Infe
ctio
n PR
JEB
5065
12
082_
4_95
(k14
36)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
U
nite
d K
ingd
om
2006
H
uman
bl
ood
Infe
ctio
n PR
JEB
5065
12
045_
7_44
(k23
29)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
N
A
2010
H
uman
N
A
NA
PR
JEB
5065
12
082_
2_21
(k23
25)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
U
nite
d K
ingd
om
2009
H
uman
bl
ood
Infe
ctio
n PR
JEB
5065
A
SM76
463
(BA
MC
07-
18)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
U
SA
2012
H
uman
w
ound
hu
man
PR
JNA
2472
86
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
267
* Is
olat
es s
eque
nced
in th
is s
tudy
; Sha
ded
grey
cor
resp
ond
to c
ompl
ete
geno
mes
; NA
, dat
a no
t ava
ilabl
e. 1 w
zi a
nd w
zc d
eter
min
ed in
sili
co a
ccor
ding
with
Bris
se e
t al.
and
Pan
et a
l., r
espe
ctiv
ely,
usi
ng B
IGSb
d da
taba
se (
http
://bi
gsdb
.pas
teur
.fr/p
erl/b
igsd
b/bi
gsdb
.pl?
db=p
ubm
lst_
kleb
siel
la_s
eqde
f_pu
blic
&pa
ge=s
eque
nceQ
uery
); 2
K lo
ci d
eter
min
ed a
ccor
ding
to
Wyr
es e
t al
. (5
) us
ing
Kap
tive
softw
are.
3 Sing
le L
ocus
V
aria
nt (S
LV) o
f ST1
4.
Stra
in
ST
wzi
/K-t
ype1
wzc
/K-t
ype1
Kap
tive2
Cou
ntry
C
olle
ctio
n da
te
Hos
t Sa
mpl
e
Infe
ctio
n st
atus
A
cces
sion
1208
2_5_
11 (k
1679
) 15
w
zi24
/K24
w
zc25
:8/K
24
KL2
4 U
nite
d K
ingd
om
2007
H
uman
bl
ood
hum
an
(infe
ctio
n)
PRJE
B50
65
1809
0_8_
75 (W
2-4-
ER
G)
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
Thai
land
20
15
Hum
an
NA
N
A
PRJE
B11
403
UC
I96
15
wzi
24/K
24
wzc
25:8
/K24
K
L24
NA
20
14
Hum
an
NA
N
A
PRJN
A27
1899
H
1119
15
w
zi24
/K24
w
zc39
:21/
K39
K
L39
Portu
gal
2010
H
uman
ur
ine
Infe
ctio
n (U
TI)
1204
5_6_
92 (k
981)
15
w
zi93
/K60
w
zc92
3:66
/K-
KL1
12
Uni
ted
Kin
gdom
20
04
Hum
an
bloo
d In
fect
ion
PRJE
B50
65
1208
2_4_
89 (k
1234
) 15
w
zi93
/K60
w
zc92
3:66
/K-
KL1
12
Uni
ted
Kin
gdom
20
05
Hum
an
bloo
d In
fect
ion
PRJE
B50
65
1208
2_4_
90 (k
1238
) 15
w
zi93
/K60
w
zc92
3:66
/K-
KL1
12
Uni
ted
Kin
gdom
20
05
Hum
an
bloo
d In
fect
ion
PRJE
B50
65
DU
3306
2_05
15
w
zi93
/K60
w
zc92
3:66
/K-
KL1
12
Sing
apor
e 20
05
Hum
an
urin
e C
olon
izat
ion
ERS0
1190
9 A
SM76
461
(PM
K1)
15
w
zi93
/K60
w
zc92
3:66
/K-
KL1
12
Nep
al
2011
H
uman
bl
ood
Infe
ctio
n PR
JNA
2533
00
ASM
1640
18
15
wzi
93/K
60
wzc
923:
66/K
- K
L112
Le
bano
n 20
15
Hum
an
urin
e In
fect
ion
(UTI
) PR
JNA
3108
37
ST15
(ST
15 N
DM
-1)
15
wzi
93/K
60
wzc
923:
66/K
- K
L112
N
epal
20
12
Hum
an
trach
eal
aspi
ratio
n In
fect
ion
PRJE
B80
09
ASM
1663
19 (B
R)
15
wzi
93/K
60
wzc
923:
66/K
- K
L112
C
hina
20
15
Hum
an
NA
N
A
PRJN
A32
3746
A
SM15
9701
(KP-
33P)
15
w
zi93
/K60
w
zc92
3:66
/K-
KL1
12
Net
herla
nds
20
10
Hum
an
bloo
d In
fect
ion
PRJN
A25
2925
12
082_
2_3
(k13
10)
15
wzi
93/K
60
wzc
923:
66/K
- K
L112
U
nite
d K
ingd
om
2006
H
uman
bl
ood
Infe
ctio
n PR
JEB
5065
12
082_
4_86
(k10
56)
15
wzi
93/K
60
wzc
923:
66/K
- K
L112
U
nite
d K
ingd
om
2005
H
uman
bl
ood
Infe
ctio
n PR
JEB
5065
12
045_
7_22
(k21
41)
15
wzi
93/K
60
wzc
923:
66/K
- K
L112
U
nite
d K
ingd
om
2009
H
uman
bl
ood
Infe
ctio
n PR
JEB
5065
C
1699
* 15
w
zi93
/K60
w
zc92
3:66
/K-
KL1
12
Portu
gal
2012
H
uman
ur
ine
Infe
ctio
n (U
TI)
LF_
7160
15
w
zi93
/K60
w
zc92
3:66
/K-
KL1
12
Laos
20
07
Hum
an
pleu
ral f
luid
In
fect
ion
ER
S011
869
18PV
15
w
zi93
/K60
w
zc92
3:66
/K-
KL1
12
Italy
N
A
Hum
an
NA
N
A
PRJE
B65
43
99SG
R
15
wzi
93/K
60
wzc
923:
66/K
- K
L112
Ita
ly
NA
H
uman
N
A
NA
PR
JEB
6543
A
SM78
800
(101
7129
) 15
w
zi93
/K60
w
zc92
3:66
/K-
KL1
12
USA
20
07
Hum
an
wou
nd
Infe
ctio
n PR
JNA
2612
39
gkp3
2 (U
HK
PC17
9)
15
wzi
93/K
60
wzc
923:
66/K
- K
L112
U
SA
2009
H
uman
bl
ood
Infe
ctio
n PR
JNA
1873
10
gkp3
1 (U
HK
PC57
) 15
w
zi93
/K60
w
zc92
3:66
/K-
KL1
12
USA
20
08
Hum
an
cath
eter
In
fect
ion
PRJN
A18
7309
K
47*
15
wzi
89/K
- -
KL1
10
Portu
gal
2012
H
uman
ur
ine
Infe
ctio
n
2033
15
w
zi19
/K19
w
zc20
:74/
K19
K
L19
Indo
nesi
a 20
05
Hum
an
urin
e N
A
ERS0
1205
3 A
SM16
5369
(IN
Sali3
90)
15
wzi
19/K
19
wzc
20:7
4/K
19
KL1
9 Po
rtuga
l 20
13
Envi
ronm
ent
vege
tal
- PR
JNA
3119
32
C16
94*
15
wzi
19/K
19
wzc
20:7
4/K
19
KL1
9 Po
rtuga
l 20
12
Hum
an
urin
e In
fect
ion
(UTI
)
Kp3
03K
1 15
w
zi19
/K19
w
zc20
:74/
K19
K
L19
Taiw
an
2010
H
uman
re
ctal
sw
ab
Col
oniz
atio
n PR
JNA
2140
29
CH
S112
15
w
zi11
8/K
- -
KL1
46
USA
20
14
Hum
an
NA
N
A
PRJN
A27
1899
M
GH
101
15
wzi
118/
K-
- K
L146
U
SA
2014
H
uman
N
A
NA
PR
JNA
2718
99
1208
2_5_
23 (k
2135
) 15
w
zi17
8/K
- -
- U
nite
d K
ingd
om
2009
H
uman
bl
ood
Infe
ctio
n PR
JEB
5065
12
045_
7_79
(k27
08)
15
wzi
274/
K-
wzc
903:
18/K
30
KL3
0 U
nite
d K
ingd
om
2011
H
uman
bl
ood
Infe
ctio
n PR
JEB
5065
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
268
Figure 1. The tree is based on a 3.7 Mbp core genome (3,902 core genes: 80% identity and 80% coverage) and 100
bootstrap replicates.
ASM130717
ASM73325
ASM131686
CHS175
ASM157450
ASM146316
12082 2 14
K102An 1
AJ094 1
AJ097 1
ASM170157
18090 8 51
ASM152189
ASM146347
CHS66
WGLW2
MTE1
MGH124
12045 7 16
BIDMC11
AFX 1
H49
CHS140
UCI4
ASM148305
AJ289 1
AJ290 1
MGH46
H1122
12045 5 67
12082 4 85
100
100
82
10094
100
100
84100
100
100
100
100
100
100
98
82
100
100
100
91
82
96
90
0.10
CG14 - wzi2/K2
CG14-wzi16/K16
~370 SNPs (100 SNPs/Mbp)
~350 SNPs (95 SNPs/Mbp)
~2300 SNPs (622 SNPs/Mbp)
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
269
Strain ST wzi/K-type wzc/K-type Kaptive Continent Collection Data Host PlasmidFinder (Inc) a
ASM130717 (KP617) 14 wzi2/K2 wzc2:14/K2 KL2 Asia 2013 Human HI1B-FIB(pNDM-MAR), ColKP3
ASM73325 (PittNDM01) 14 wzi2/K2 wzc2:14/K2 KL2 America 2013 Human HI1B-FIB(pNDM-MAR),FIB(pKPN3), R-FIA(HI1), ColKP3
ASM131686 14 wzi2/K2 wzc2:14/K2 KL2 Africa NA Human HI1B-FIB(pNDM-MAR),FIB(pKPN3), R, ColKP3, ColE
CHS175 14 wzi2/K2 wzc2:14/K2 KL2 America 2014 Human HI1B, FIB(pNDM-MAR), FIIK5, FIB(pKPN3), R, FIA(HI1)
ASM157450 (U41) 14 wzi2/K2 wzc2:14/K2 KL2 Asia 2015 Human HI1B, FIB(pNDM-MAR), FIIK5, FIB(pKPN3), R, FIA(HI1)
ASM146316 (U25) 14 wzi2/K2 wzc2:14/K2 KL2 Asia 2010 Human -
12082_2_14 (k2671) 14 wzi2/K2 wzc2:14/K2 KL2 Europe 2011 Human FII(pC15-1a), R, FIA(HI1), FIB(pKPN3)
K102An 14 wzi2/K2 wzc2:14/K2 KL2 Asia 2004 Human FIIK8, FIB(pKPN3), R
AJ094 14 wzi2/K2 wzc2:14/K2 KL2 Oceania 2002 Human FIIK1, FIB(pKPN3)
AJ097 14 wzi2/K2 wzc2:14/K2 KL2 Oceania 2002 Human FIIK1, FIB(pKPN3)
ASM170157 2316 1 wzi2/K2 wzc2:14/K2 KL2 Asia 2012 Human HI1B, FIB(pNDM-MAR)
18090_8_51 (PB256) 14 wzi2/K2 wzc2:14/K2 KL2 Asia 2015 Human FIIK2, FIIK9, FIB(pKPN3)
ASM152189 (NUHL24835) 14 wzi2/K2 wzc2:14/K2 KL2 Asia 2014 Human FIIK2, X3
ASM146347 14 wzi2/K2 wzc2:14/K2 KL2 Europe 2014 Human FIIK5-FIB(pKPN3), FIB(pKPHS1), L
CHS66 14 wzi2/K2 wzc2:14/K2 KL2 America 2013 Human -
WGLW2 14 wzi2/K2 wzc2:14/K2 KL2 America NA Human FIB(pKPN3), FIB(pNDM-MAR)
MTE1 (JHCK1) 14 wzi2/K2 wzc2:14/K2 KL2 America 1986 Human HI1B, FIB(pNDM-MAR), FIIK9, FIB(pKPN3), FIB(pKpQIL)
MGH124 14 wzi2/K2 wzc2:14/K2 KL2 America 2014 Human FIB(pKPN3)
12045_7_16 (k1970) 14 wzi2/K2 wzc2:14/K2 KL2 Europe 2008 Human FIIK3, FIB(pKPN3), FIA
BIDMC11 14 wzi2/K2 wzc2:14/K2 KL2 America 2008 Human FIB(pKPN3), N(ST6)
AFX (SB2390) 14 wzi2/K2 wzc2:14/K2 KL2 America 2002 Human FIB(pKPN3), FIB(pKPHS1), R
H49* 14 wzi2/K2 wzc2:14/K2 KL2 Europe 2003 Human A/C2 (ST3), FIB(pKPN3)
CHS140 14 wzi16/K16 wzc16:85/K16 KL16 America 2014 Human FIB(pKPN3)
UCI4 14 wzi16/K16 wzc16:85/K16 KL16 America NA Human FIB(pKPN3)
ASM148305 (K1) 14 wzi16/K16 wzc16:85/K16 KL16 America 2011 Human FIB(pKPN3)
AJ289 14 wzi16/K16 wzc16:85/K16 KL16 Oceania 2002 Human A/C2 (ST1), FIIK5, R, FIB(pKPHS1)
AJ290 14 wzi16/K16 wzc16:85/K16 KL16 Oceania 2002 Human A/C2 (ST1), FIB(pKPHS1)
MHG46 14 wzi16/K16 wzc16:85/K16 KL16 America 2012 Human FIIK3, FIB(pKPN3), FIA
H1122* 14 wzi16/K16 wzc16:85/K16 KL16 Europe 2010 Human FIIK1-FIB(pKPN3), ColE (n=2)
12045_6_67 (k787) 14 wzi16/K16 wzc16:85/K16 KL16 Europe 2004 Human FIIK1, FIB(pKPN3), FIB(pKPHS1)
12082_4_85 (k1037) 14 wzi16/K16 wzc16:85/K16 KL16 Europe 2005 Human FIIK1, FIB(pKPN3), FIB(pKPHS1)
C1686* 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Human HI1B-FIB(pNDM-MAR), FIIK5-FIB(pKPN3), IncFII_repA_superfamily
C1693* 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Human FIIK5-FIB(pKPN3)
44* 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2013 Human FIIK5-FIB(pKPN3), L, X4
12045_7_41 (k2325) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2010 Human FIIK5, FIB(pKPN3), Col(pVC)
19PV 15 wzi24/K24 wzc25:8/K24 KL24 Europe NA Human FIIK5, FIB(pKPN3), FIIK7
BIDMC_33B 15 wzi24/K24 wzc25:8/K24 KL24 America 2012 Human FIIK5, FIB(pKPN3)
12082_2_22 (e1602) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2007 Human L, R, ColRNAI, Col(pVC)
12082_5_17 (k1786) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2008 Human R, Col(pVC)
U_12567 15 wzi24/K24 wzc25:8/K24 KL24 Asia 2008 Human FIIK1, FIB(pKPN3), R, Col(pVC), ColRNAI
MGH111 15 wzi24/K24 wzc25:8/K24 KL24 America 2014 Human HI1B(pNDM-MAR), A/C2 (ST3), FIIK1, R, Col(pVC), ColE
MGH63 15 wzi24/K24 wzc25:8/K24 KL24 America 2013 Human HI1B(pNDM-MAR), A/C2 (ST3)
MGH65 15 wzi24/K24 wzc25:8/K24 KL24 America 2013 Human HI1B(pNDM-MAR), A/C2 (ST3), FIIK1, R, Col(pVC)
MGH75 15 wzi24/K24 wzc25:8/K24 KL24 America 2013 Human HI1B(pNDM-MAR), A/C2 (ST3), FIIK1
MGH117 15 wzi24/K24 wzc25:8/K24 KL24 America 2014 Human HI1B(pNDM-MAR), A/C2 (ST3)
MGH115 15 wzi24/K24 wzc25:8/K24 KL24 America 2014 Human HI1B(pNDM-MAR), A/C2 (ST3), Col(pVC)
MGH81 15 wzi24/K24 wzc25:8/K24 KL24 America 2014 Human HI1B(pNDM-MAR), A/C2 (ST3), FIIK1, R
CLC (KP-10) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Human FIIK1, FIB(pKPN3)
ASM159722 (KPEII-3) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2013 Environment FIIK1, FIB(pKPN3)
ASM159719 (KPEII-2) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Environment FIIK1, FIB(pKPN3)
ASM159714 (KPOII-8) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Human FIIK1, FIB(pKPN3)
ASM159711 (KPOII-6) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Human FIIK1, FIB(pKPN3)
ASM159709 (KPOII-1) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Human FIIK1, FIB(pKPN3)
ASM159690 (KPOII-4) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Human FIB(pKPN3)
ASM159698 (KPOII-7) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Human FIIK1, FIB(pKPN3)
ASM159692 (KPOII-2) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Human FIIK1, FIB(pKPN3)
ASM159699 (KPOII-10) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2013 Human FIIK1, FIB(pKPN3)
ASM159691 (KPOII-2) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Human FIB(pKPN3)
ASM159716 (KPOII-9) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Human FIIK1, FIB(pKPN3)
ASM159693 (KPOII-1) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Human FIIK1, FIB(pKPN3)
ASM159717 (KPEII-1) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2012 Environment FIIK1, FIB(pKPN3)
18090_8_59 (PB466) 15 wzi24/K24 wzc25:8/K24 KL24 Asia 2015 Human FIIK2, FIB(pKPHS1), ColRNAI
11983_8_85 (k1806) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2008 Human FIIK9, FIB(pKPN3), M, R, FIA(HI1), Col(pVC)
12082_4_95 (k1436) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2006 Human FIIK9, FIB(pKPN3), R, Col(pVC)
12045_7_44 (k2329) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2010 Human FIIK5, FIB(pKPN3), FIB(pKpQIL ), R, FIA(HI1)
12082_2_21 (k2325) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2009 Human FIIK5, FIB(pKPN3), R, Col(pVC)
ASM76463 (BAMC 07-18) 15 wzi24/K24 wzc25:8/K24 KL24 America 2012 Human R
12082_5_11 (k1679) 15 wzi24/K24 wzc25:8/K24 KL24 Europe 2007 Human FIIK9, FIB(pKPN3)
18090_8_75 (W2-4-ERG) 15 wzi24/K24 wzc25:8/K24 KL24 Asia 2015 Human R
UCI96 15 wzi24/K24 wzc25:8/K24 KL24 America 2014 Human FIB(pKPN3)
H1119 15 wzi24/K24 wzc39:21/K39 KL39 Europe 2010 Human FIIK1-FIB(pKPN3), FII (pC15-a), R, Col(pVC), ColE
12082_4_89 (k1234) 15 wzi93/K60 wzc923:66/K- KL112 Europe 2005 Human R, FIA(HI1), Col(pVC)
12082_4_90 (k1238) 15 wzi93/K60 wzc923:66/K- KL112 Europe 2005 Human R, FIA(HI1), Col(pVC)
12045_6_92 (k981) 15 wzi93/K60 wzc923:66/K- KL112 Europe 2004 Human R, FIA(HI1), Col(pVC)
DU33062_05 15 wzi93/K60 wzc923:66/K- KL112 Asia 2005 Human R, FIA(HI1), FIIK1, FIB(pKPN3), FIB(pKPHS1), Col(pVC)
ASM164018 15 wzi93/K60 wzc923:66/K- KL112 Asia 2015 Human HI1B, FIB(pNDM-MAR), FIIK1, FIB(pKPN3), FIB(pKPHS1)
ASM76461 (PMK1) 15 wzi93/K60 wzc923:66/K- KL112 Asia 2011 Human HI1B-FIB(pNDM-MAR), FIIK1-FIB(pKPN3), FIB(pKPHS1), IncFII_repA_superfamily
ST15 (ST15 NDM-1) 15 wzi93/K60 wzc923:66/K- KL112 Asia 2012 Human HI1B-FIB(pNDM-MAR), FIIK1-FIB(pKPN3), FIB(pKPHS1), FII(pC15-1a), ColE (n=5)
ASM166319 (BR) 15 wzi93/K60 wzc923:66/K- KL112 Asia 2015 Human R
ASM159701 (KP-33P) 15 wzi93/K60 wzc923:66/K- KL112 Europe 2010 Human R, FIA(HI1), Col(pVC)
12082_2_3 (k1310) 15 wzi93/K60 wzc923:66/K- KL112 Europe 2006 Human R, FIA(HI1), Col(pVC)
12045_7_22 (k2141) 15 wzi93/K60 wzc923:66/K- KL112 Europe 2009 Human R, FIIK9, FIB(pKPN3)
C1699* 15 wzi93/K60 wzc923:66/K- KL112 Europe 2012 Human R-FIA(HI1), FIIK9-FIB(pKPN3)
LF_7160 15 wzi93/K60 wzc923:66/K- KL112 Asia 2007 Human R, FIA(HI1), FIB(pKPN3), Col(pVC), ColRNAI
12082_4_86 (k1056) 15 wzi93/K60 wzc923:66/K- KL112 Europe 2005 Human R, FIA (HI1), FIIK9, FIB(pKPN3), FIB(pKPHS1), Col(pVC)
18PV 15 wzi93/K60 wzc923:66/K- KL112 Europe NA Human R, FIA (HI1), FIIK9, FIB(pKPN3)
99SGR 15 wzi93/K60 wzc923:66/K- KL112 Europe NA Human R, FIA (HI1), FIIK9, FIB(pKPN3)
ASM78800 (1017129) 15 wzi93/K60 wzc923:66/K- KL112 America 2007 Human R, FIA (HI1), FIIK9, FIB(pKPN3), Col(pVC)
gkp31 (UHKPC57) 15 wzi93/K60 wzc923:66/K- KL112 America 2008 Human R, FIA(HI1), FIB(pKPN3), N, Col(pVC)
gkp32 (UHKPC179) 15 wzi93/K60 wzc923:66/K- KL112 America 2009 Human R, FIB(pKPN3), Col(pVC)
CHS112 15 wzi118/- - KL146 America 2014 Human R, FIA (HI1)
MGH101 15 wzi118/- - KL146 America 2014 Human R, FIA (HI1),FIIK9, FIB(pKpQIL)
12045_7_79 (k2708) 15 wzi274/- wzc903:18/K30 KL30 Europe 2011 Human R, FIIK5, FIB(pKPN3), Col(pVC)
12082_5_23 (k2135) 15 wzi178/- wzc931:73 - Europe 2009 Human R, FIA (HI1), Col(pVC)
2033 15 wzi19/K19 wzc20:74/K19 KL19 Asia 2005 Human FII(pC15-1a), Col(pVC)
ASM165369 (INSali390) 15 wzi19/K19 wzc20:74/K19 KL19 Europe 2013 Environment FIIK1, FIB(pKPN3), R, FIB(pKPHS1), Q2
C1694* 15 wzi19/K19 wzc20:74/K19 KL19 Europe 2012 Human FIIK5-FIB(pKPN3), R-FIA(HI1), ColE
Kp303K1 15 wzi19/K19 wzc20:74/K19 KL19 Asia 2010 Human FIIK7, FIB(pKPN3), R, FIA(HI1), FIB(pKpQIL)
K47* 15 wzi89/- - KL110 Europe 2012 Human HI2, Col(pVC)
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Phenicols
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ST – Sequence type; NA– Not available data; FQs-Fluoroquinolones; *Isolates sequenced in this study; Shaded grey correspond to complete genomes and plasmids while greenish shade correspond to reconstructed plasmids using PLACNET. aReplicons detected in silico by PlasmidFinder platform (https://cge.cbs.dtu.dk/services/PlasmidFinder/). The allelic variant of FIIK plasmids and the ST of A/C2 and N plasmids (pMLST) was identified. 1Single Locus Variant of ST14.
* *
Figure 2. Heat map of Kp CG14 and CG15 genomes showing the content on virulence, ABR and metal tolerance genes.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
270
CG15 – wzi24/K24
CG15 – wzi93/KL112
CG15 – wzi118/KL146
CG15 – wzi19/K19
CG15 – wzi89/KL110
CG15 – wzi274/KL30 CG15 – wzi178/-
~120 SNPs (40 SNPs/Mbp)
~50 SNPs (16 SNPs/Mbp)
~15 SNPs (5 SNPs/Mbp)
~30 SNPs (10 SNPs/Mbp)
~400 SNPs (130 SNPs/Mbp)
~750 SNPs (242 SNPs/Mbp)
~930 SNPs (300 SNPs/Mbp)
~940 SNPs (303 SNPs/Mbp) ~1020 SNPs
(329 SNPs/Mbp)
~1400 SNPs (452 SNPs/Mbp)
*
Figure 3. The tree is based on a 3.1 Mbp core genome (3,332 core genes: 80% identity and 80% coverage) and 100
bootstrap replicates.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
271
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wzx
P
T
wzx
H
P
wzy
G
T G
T R
T w
caJ
HP
IS1
core
gen
es fr
om th
e cp
s
wzx
flip
pase
and
wzy
pol
ymer
ase
initi
al g
lyco
syltr
ansf
eras
es
man
nose
syn
thes
is a
nd p
roce
ssin
g
rham
nose
syn
thes
is a
nd p
roce
ssin
g
fuco
se s
ynth
esis
HP,
hyp
othe
tical
pro
tein
su
gar s
ynth
esis
and
pro
cess
ing
core
gen
es fr
om th
e cp
s
wzx
flip
pase
and
wzy
pol
ymer
ase
AcT
, ac
etyl
tran
sfer
ase;
HP,
hyp
othe
tical
pro
tein
; G
T, g
lyco
syltr
ansf
eras
e; G
H,
glyc
osyl
hyd
rola
se;
Glu
RT,
gl
ucor
onyl
tran
sfer
ase;
MH
, man
nosy
l hyd
rola
se; M
D, m
anno
syl
dehy
drat
ase;
MT,
man
nosy
ltran
sfer
ase;
RT,
rh
amno
syltr
ansf
eras
e; P
T, p
yruv
yltr
ansf
eras
e
suga
r syn
thes
is a
nd p
roce
ssin
g
inse
rtio
n se
quen
ces
(IS)
C
ontig
bre
ak
*tr
unca
ted
gene
Figu
re 4
. Str
uctu
res
of c
ps lo
cus
iden
tifie
d in
Kp
CG
14 a
nd C
G15
.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
272
H49 chromosome 14 K2 5,307,286 - NUHL24835chromosome 14 K2 5,387,996 - KP617 chromosome 14 K2 5,416,282 - PittNDM01 chromosome 14 K2 5,348,284 - ASM131686 chromosome 14 K2 3,375,157 - ASM146347 chromosome 14 K2 5,239,463 - H1122 chromosome 14 K16 5,310,697 - UCI4 chromosome 14 K16 5,306,876 - 44 chromosome 15 K24 5,452,413 - C1686 chromosome 15 K24 5,451,000 - C1693 chromosome 15 K24 5,301,118 - MGH111 chromosome 15 K24 5,337,343 - 12082_2_21 chromosome 15 K24 5,221,397 - UCI96 chromosome 15 K24 5,223,844 - H1119 chromosome 15 K24 5,262,486 - PMK1 chromosome 15 KL112 5,317,001 - BR chromosome 15 KL112 5,344,467 - ST15 chromosome 15 KL112 5,269,938 - C1699 chromosome 15 KL112 5,301,437 - K47 chromosome 15 KL112 5,242,008 - C1694 chromosome 15 KL112 5,169,564 - 44_p1 15 K24 31,877 X4/MOBP3 NUHL24835_p2 14 K2 46,161 X3/MOBP3 C1686_p2 15 K24 55,328 phage-like 44_p2 15 K24 62,852 L/MOBP13 ASM146347_p1 14 K2 64,518 L/MOBP13 ST15_p6 15 KL112 62,94 FII(pC15-a)/MOBF12 12082_2_21_p4 15 K24 64,671 FII(pC15-a)/MOBF12 pPMK1-C 15 KL112 69,947 IncFII_repA_superfamily/- MGH111_p3 15 K24 95,858 FIB/MOBF12 MGH111_p4 15 K24 185,508 FIIK1-InHI1B-R-N/- C1686_p4 15 K24 304,754 HI1B-FIB(pNDM-MAR)/MOBH11 PittNDM01_plasmid1 14 K2 283,371 HI1B-FIB(pNDM-MAR)/MOBH11 KP617-plasmid1 14 K2 273,628 HI1B-FIB(pNDM-MAR)/MOBH11 pPMK1-NDM 15 KL112 304,526 HI1B-FIB(pNDM-MAR)/MOBH11 ST15_p9 15 KL112 292,517 HI1B-FIB(pNDM-MAR)/MOBH11 ASM131686_p5 14 K2 261,264 HI1B-FIB(pNDM-MAR)/MOBH11 pK47_2 15 89/- 484,666 HI2/MOBH11 MGH111_p5 15 K24 188,858 A/C2/MOBH121 pH49_1 14 K2 166,342 A/C2/MOBH121 H49_p2 14 K2 119,803 FIB(Kpn3)/- pPMK1-A 15 KL112 187,571 FIIK1-FIB(Kpn3)/MOBF12 ST15_p8 15 KL112 224,041 FIIK1-FIB(Kpn3)/MOBF12 C1694_p3 15 K19 211,512 FIIK5-FIB(Kpn3)/MOBF12 H1122_p4 14 K16 226,269 FIIK1-FIB(Kpn3)/MOBF12 H1119_p3 15 K24 210,731 FIIK1-FIB(Kpn3)/MOBF12 12082_2_21_p5 15 K24 209,921 FIIK1-FIB(Kpn3)/MOBF12 UCI96_p1 15 K24 196,922 FIB(Kpn3)/MOBF12 UCI4_p1 14 K16 185,403 FIB(Kpn3)/MOBF12 C1699_p2 15 KL112 198,629 FIIK9-FIB(Kpn3)/MOBF12 ASM147347_p3 14 K2 274,757 FIIK5-FIB(Kpn3)/MOBF12 C1686_p3 15 K24 204,27 FIIK5-FIB(Kpn3)/MOBF12 44_p3 15 K24 201,996 FIIK5-FIB(Kpn3)/MOBF12 C1693_p1 15 K24 212,689 FIIK5-FIB(Kpn3)/MOBF12 NUHL24835_p1 14 K2 101,03 FIIK2/MOBF12 ASM131686_p4 14 K2 95,773 FIB (Kpn3)/MOBF12 PittNDM01_plasmid2 14 K2 103,694 FIB (Kpn3)/MOBF12 C1686_p1 15 K24 42,543 IncFII_repA_superfamily/- ASM147347_p2 14 K2 110,959 FIB(pKPHS1)/- [phage-like] ST15_p7 15 KL112 111,769 FIB(pKPHS1)/- [phage-like] pPMK1-B 15 KL112 111,693 FIB(pKPHS1)/- [phage-like] pH1122_3 14 K16 39,189 FIA(HI1)/- 12082_2_21_p3 15 K24 34,756 R-ΔN/- pH1119_p2 15 K24 45,342 R-ΔN/- pWSZBR 15 KL112 76,251 R-ΔN/- C1694_p2 15 K19 73,693 R-FIA(HI1)/- ASM131686_p3 14 K2 45,482 R/- PittNDM01_plasmid3 14 K2 70,814 R-FIA(HI1)/- C1699_p1 15 KL112 69,326 R-FIA-ΔN/- ASM131686_p2 14 K2 7,85 ColKP3 /MOBP5 PittNDM01_plasmid4 14 K2 6,141 ColKP3/MOBP5 KP617_p2 14 K2 6,141 ColKP3/MOBP5 ST15_p5 15 KL112 5,737 ColE1-like/MOBP5 ST15_p4 15 KL112 5,332 ColE1-like/MOBP5 pH1122_2 14 K16 3,671 ColE1-like/MOBP5 ST15_p2 15 KL112 3,753 ColE1-like/MOBP5 ST15_p1 15 KL112 3,703 ColE1-like/MOBP5 MGH111_p1 15 K24 2,155 ColE1-like/MOBP5 12082_2_21_p2 15 K24 2,732 ColE1-like/MOBP5 ASM131686_p1 14 K2 2,655 ColE1-like/MOBP5 C1694_p1 15 K19 2,811 ColE1-like/MOBP5 H1122_p1 14 K16 2,365 ColE1-like/MOBP5 K47_p1 15 KL110 2,564 Col(pVC)/MOBP5 H1119_p1 15 K24 3,357 Col(pVC)/MOBP5 MGH111_p2 15 K24 2,155 Col(pVC)/MOBP5 12082_2_21_p1 15 K24 2,275 Col(pVC)/MOBP5 ST15_p3 15 KL112 3,867 ColE1-like/MOBP5
Yers
inia
bact
in c
lust
erAe
roba
ctin
clu
ster
Col
ibac
tin c
lust
erSa
lmoc
helin
clu
ster
Mic
roci
n cl
uste
rkf
u op
eron
kvgA
Grm
pArm
pA2
Alla
ntoi
nase
clu
ster
mrk
clu
ster
fosA
oqxAB
bla SH
Vbl
a CTX
-M-1
5bl
a KPC
-2bl
a ND
M-1
bla N
DM
-5bl
a OXA
-1bl
a OXA
-9bl
a OXA
-10
bla O
XA-1
7bl
a OXA
-48
bla O
XA-1
62bl
a OXA
-232
bla SH
V-2
bla SH
V-5
bla SH
V-11
bla SH
V-12
bla SH
V-10
6bl
a VIM
-34
bla TE
M-1
bla TE
M-2
4qn
rA7
qnrB
1qn
rB4
arm
Aaa
c3-Ia
aac3
-IIa
aac3
-IId
aacA
4aac6’-I
b.cr
*aa
c6-II
caa
dA1
aadA
2aa
dA15
aadA
16ap
h3-Ia
aph3
-Icap
h3-V
Iaap
h3-X
Vst
rAst
rBsu
l1su
l2df
rA1
dfrA
8df
rA12
dfrA
14df
rA27
cmlA
1flo
Rca
tA1
catB
2ca
tB3
msr
Em
phA
mph
Eer
eAer
mB
tetA
tetD
ARR
-2AR
R-3
pco
clus
ter
sil c
lust
ermer
ope
ron
ars
oper
onte
r ope
ron
Virulencegenes AcquiredResistancegenes
Metal
Tolerance
Genes
CoreResistance
genes
Beta-lactams
Fluoroquinolones
Aminoglycosides
Folate
pathway
inhibitors
Tetracyclines
Phenicols
Macrolides
Rifampicin
* * *Strain ST K
locus Size (kb)
Plasmid Family [Inc(replicon)/MOB]
Figure 5. Heat map of Kp CG14 and CG15 genomes showing the content on virulence, ABR and metal tolerance genes in the chromosome and in the plasmids..
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
273
ST15
p8
C169
9 p1
1208
2 2
21 p
1
PittN
DM01
pla
smid
2
UCI4
p1
H49
p1
C169
4 p3
1208
2 2
21 p
2
H111
9 p1
UCI9
6 p1
KP61
7 p2
1208
2 2
21 p
5
pPM
K1−N
DM
MG
H111
p5
pPM
K1−A
C168
6 p3
ASM
1316
86 p
5
ST15
p3
pPM
K1−B
ASM
1463
47 p
3
H112
2 p1
1208
2 2
21 p
4
MG
H111
p1
H112
2 p2
PittN
DM01
pla
smid
3C168
6 p1
MG
H111
p2
MG
H111
p3
H111
9 p3
NUHL
2483
5 p2
pPM
K1−C
ASM
1316
86 p
2
ASM
1316
86 p
3
KP61
7 p1
H112
2 p3
pWSZ
BR
K47
p1
C168
6 p4
ST15
p7
H49
p2
ASM
1316
86 p
4
ASM
1463
47 p
1
C169
9 p2
K47
p2
C169
3 p1
44 p
3
ASM
1463
47 p
2
H111
9 p2
ST15
p9
ST15
p4
C168
6 p2
MG
H111
p4
C169
4 p2
PittN
DM01
pla
smid
1
ASM
1316
86 p
1
1208
2 2
21 p
3
44 p
2
ST15
p5
H112
2 p4
44 p
1
ST15
p2
C169
4 p1Pi
ttNDM
01 p
lasm
id4
NUHL
2483
5 p1
ST15
p6
ST15
p1
5
100
100
47 45
100 21 15 16 8 8 7 919 16
72 5694
6370
100 73
71
99 4994
6961
73
49
89 44
41 17100
100
36
38
55
92
59100
93
99 5594
100 75
96
60
8985
967560
100
53
60100
100
94
99
100
100
100
100
IncX
/MO
BP3
IncL
/MO
BP1
3 In
cFII
A(p
C15
-1a)
/MO
BF1
2
IncH
I1B
-FIB
(pN
DM
-MA
R)/M
OB
H11
IncH
I2B
/MO
BH
11
IncA
/C2/
MO
BH
121
IncF
/MO
BF1
2
IncF
IB (p
KPH
S1)/-
IncR
-(In
cFIA
[HI1
])/-
Col
E-lik
e/M
OB
P5
(col
KP3
)
[col
(pV
C)]
Figu
re 6
. Hie
rarc
hica
l clu
ster
ing
dend
rogr
am o
f Kp
CG
14 a
nd C
G15
pla
smid
s.
The
Nei
ghbo
r-Jo
inin
g de
ndro
gram
was
bas
ed o
n pr
otei
n cl
uste
r an
alys
is u
sing
60%
seq
uenc
e id
entit
y an
d 80
% c
over
age.
Diff
eren
t co
lour
bac
kgro
unds
are
sho
wn
to e
mph
asiz
e br
anch
es o
f re
late
d pl
asm
ids
and
the
Inc
and
MO
B ty
pes
are
indi
cate
d.
IncF
IB(p
KPN
3) -n
o tr
a sy
stem
IncF
IB(p
KPN
3) –
(Inc
FII K
)
IncF
IB(p
KPN
3) (n
o to
lera
nce
gene
s to
met
als)
In
cFII
K (n
o to
lera
nce
gene
s to
met
als)
IncF
IB(S
L151
_p2)
/MO
BF1
2
bact
erio
phag
e
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
274
MG
H111
p4
H112
2 p2
pUTI
89 C
P000
244
pEC1
4 35
JN9
3589
9
fosm
id H
Q41
9283
pKDO
1 JX
4244
23
pUUH
239
2 CP
0024
74
pCRO
D 2
FN54
3504
pKPN
−IT
JN23
3704
ST15
p4
C168
6 p4
pKP0
48 F
J628
167
ST15
p6
pKF3−9
4 FJ
8768
26
ColE
1 CE
1CG
13pInc
X−SH
V JN
2478
52
p1 C
P015
501
1208
2 2
21 p
5
ST15
p3
pKp1
3a C
P003
996
pSH1
46 J
X258
655
H112
2 p4
pEK5
16 E
U935
738
p995
6 AY
3625
54
C169
9 p1
ST15
p9
pASP
−a58
CP0
1477
5
1208
2 2
21 p
2
PittN
DM01
pla
smid
4
ST15
p5
pKPN
4 CP
0006
4
1208
2 2
21 p
3
H111
9 p3
R478
BX6
6401
5
ASM
1316
86 p
5
NUHL
2483
5 p2
pc15−a
AY4
5801
6
ASM
1463
47 p
2
ASM
1316
86 p
1
NUHL
2483
5 p1
MG
H111
p5
pAsa
3 NC
004
924
pKPS
77 K
F954
150
pYDC
676
KT22
5462
p58
FN64
9416
pPM
K1−N
DM
ST15
p1
pWSZ
BR
H112
2 p3
pK15
ENV
A HG
9180
41
K47
p1
pNDN
−KN
JN15
7804
pNDM
5−X3
KU7
6132
8
pOXA
−48
JN62
6286
pK A
Y079
200
pKP0
9085
KF7
1997
0
PittN
DM01
pla
smid
2
C168
6 p1
pA17
2 EU
3314
25
44 p
1
C169
3 p1
pNDM
−MAR
JN4
2033
6
pKPN
−CZ
JX42
4424
ST15
p7
pSZE
CL e
KU3
0280
7
UCI9
6 p1
pKpn
2341
2−36
2
pKPN
−852
CP0
0987
8
K47
p2
ColA
M37
402
C169
4 p2
C168
6 p3
ASM
1463
47 p
1
ST15
p2
ASM
1316
86 p
3
pPM
K1−B
C169
4 p1
pKPN
6 CP
0006
51
PLO
2 AM
2387
00
R27
AF25
0878
pKV2
CP0
0927
6
pmcr
1 X4
KU7
6132
7
KP61
7 p1
44 p
2
pKP0
07 K
F719
971
ASM
1316
86 p
2
pCTX
−M−3
AF5
5041
5
MG
H111
p1
C169
9 p2
H112
2 p1
MG
H111
p2
44 p
3
pKP3−A
JN2
0580
0
pKPH
S2 C
P003
224
MG
H111
p3
R471
KM
4064
89
pTKH
11 Y
1771
6
pKPH
S1 C
P003
223
pC06
114
4 CP
0160
38KP
617
p2
pPvu
1 AF
3056
15
pMM
1 EU
4104
82
pKpQ
IL G
U595
196
ASM
1463
47 p
3
1208
2 2
21 p
1
pPM
K1−A
pIP1
202
CP00
0603
pRYC
11 L
K391
770
H111
9 p1
H111
9 p2
pc15−k
HQ
2022
66
pBK3
2179
JX4
3044
8
PittN
DM01
pla
smid
3
ST15
p8
SL15
1 pu
2 CP
0170
59
C169
4 p3
UCI4
p1
ASM
1316
86 p
4 pNK2
45 D
Q44
9578
pR55
JQ
0109
84
pVCM
01 J
X133
088
pPM
K1−C
PittN
DM01
pla
smid
1
pKP0
2022
KF7
1997
2
1208
2 2
21 p
4
pKP1
780J
X424
614
pRA1
FJ7
0580
7
C168
6 p2
pH20
5 EU
3314
26
H49
p2
pEC3
4A H
Q62
2575
pVR5
0H C
P011
142
pSZE
CL a
KU3
0280
3
H49
p1
5
100
100
90
100
93
74
47
52
41
45
89
40
35 24
1008337 19 5 3 1
98
1 1 7 3 6 9 7 2 228 26 2
591
5471
59
8195
389835
6164
9970
100
41 45 7287
74
29100 51
100
100 4954
10069
90 35
38436238
8596
5263
100
100
97100
100
100
100
61
95
6095
49 31
99
8799
100
5599
52
91
5345
100
8589
76
10076
6960
73
6286
9773
66
89100
100
7081
100
100
100
100
100 75
100
100
100
100
100
100
6642
8271
99
100
100
IncH
I1B
-FIB
(pN
DM
-MA
R)/M
OB
H11
IncH
I2B
/MO
BH
11
IncA
/C2/M
OB
H12
1
IncF
IIA
(pC
15-1
a)/M
OB
F12
Col
E-lik
e/M
OB
P5
IncX
3/M
OB
P3
IncX
4/M
OB
P3
IncL
/MO
BP1
3 In
cM/M
OB
P13
IncF
IB (p
KPH
S1)/-
IncF
/MO
BF1
2 In
cFIB
(pK
PN3)
–(I
ncFI
I K)
IncF
IIK
(no
tole
ranc
e ge
nes
to m
etal
s)
IncF
IB(p
KPN
3) (n
o to
lera
nce
gene
s to
met
als)
(col
KP3
)
[col
(pV
C)]
Figu
re 7
. Hie
rarc
hica
l clu
ster
ing
dend
rogr
am o
f Kp
CG
14 a
nd C
G15
pla
smid
s (in
dica
ted
by a
ster
isk)
incl
udin
g re
fere
nce
plas
mid
s.
The
Nei
ghbo
r-Jo
inin
g de
ndro
gram
was
bas
ed o
n pr
otei
n cl
uste
r ana
lysi
s us
ing
60%
seq
uenc
e id
entit
y an
d 80
% c
over
age.
Diff
eren
t col
our b
ackg
roun
ds a
re s
how
n to
em
phas
ize
bran
ches
of r
elat
ed p
lasm
ids
and
the
Inc
and
MO
B ty
pes
are
indi
cate
d.
IncR
-(In
cFIA
[HI1
])/-
*
* *
* *
* *
*
* *
*
* *
* *
* *
* * *
* *
* *
* *
* *
*
* *
* *
* * * * *
* *
* *
* *
*
*
*
* * * *
* *
* *
* *
* *
*
* *
* * *
* B
acte
rioph
ages
IncF
IB(S
L151
_p2)
/MO
BF1
2
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
275
Table S1. Molecular size of the plasmids estimated by PLACNET, PlasmidSPAdes and S1-
PFGE and reconstruction in the four strains sequenced in this study.
Strain PLACNET (kb) PlasmidSPAdes (kb) S1-PFGE (kb)
H1122 2, 4, 39, 219 2, 4, 236 40, 219
H49 119, 167 167 119, 167
44 32, 63, 202 32, 63, 208 32, 61, 202
C1686 42, 55, 204, 305 42, 55, 507 42, 55, 204, 307
C1693 212 201 211
H1119 3, 45, 211 2, 247 44, 211
C1699 68, 198 230 64, 196
C1694 3, 74, 204 3, 195 75, 205
K47 3, 485 2, 485 486
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
276
Pla
smid
nam
eS
ize (
kb
)S
pecie
sG
en
Ban
k a
cess
ion
nr.
Pla
smid
Fam
ily (
Inc/M
OB
)P
lasm
id n
am
eS
train
ST
K l
ocu
sS
ize (
kb
)P
lasm
id f
am
ily (
Inc/M
OB
)pN
DM
-Mar
267,2
42
Kle
bsi
ell
a p
neum
onia
eJN
420336
IncH
I1B
+F
IB(p
ND
M-M
AR
)/M
OB
H11
44_p1
44
15
K24
31,8
77
IncX
4/M
OB
P3
pK
pn23412-3
62
361,9
64
Kle
bsi
ell
a p
neum
onia
eC
P011314
IncH
I1B
+F
IB(p
ND
M-M
AR
)/M
OB
H11
NU
HL
24835_p2
NU
HL
24835
14
K2
46,1
61
IncX
3/M
OB
P3
pK
15 E
NV
A253,9
84
Kle
bsi
ell
a p
neum
onia
eH
G918041
IncH
I1B
+F
IB(p
ND
M-M
AR
)/M
OB
H11
C1686_p2
C1686
15
K24
55,3
28
phage-r
ela
ted
p1(S
KG
H01)
281,1
9K
lebsi
ell
a p
neum
onia
eC
P015501
IncH
I1B
+F
IB(p
ND
M-M
AR
)/M
OB
H11
44_p2
44
15
K24
62,8
52
IncL
/MO
BP
13
R478
274,7
62
Serr
ati
a m
arc
esc
ens
BX
664015
IncH
I2/M
OB
H11
AS
M147347_p1
AS
M147347
14
K2
64,5
18
IncL
/MO
BP
13
R27
180,4
61
Salm
onell
a T
yphi
AF
250878
IncH
I1/M
OB
H11
ST
15_p6
ST
15
15
KL
112
62,9
4In
cF
IIA
(pC
15-a
)/M
OB
F12
pR
55
170,8
1K
lebsi
ell
a p
neum
onia
eJQ
010984
IncA
/C2/M
OB
H121
12082_2_21_p4
12082_2_21
15
K24
64,6
71
IncF
IIA
(pC
15-a
)/M
OB
F12
pN
DM
-KN
162,7
46
Kle
bsi
ell
a p
neum
onia
eJN
157804
IncA
/C2/M
OB
H121
pP
MK
1-C
PM
K1
15
KL
112
69,9
47
IncF
II_re
pA
_su
perf
am
ily/-
pR
A1
143,9
63
Aero
monas
hydro
phil
a
FJ7
05807
IncA
/C2/M
OB
H121
MG
H111_p3
MG
H111
15
K24
95,8
58
-pA
SP
-a58
198,3
07
Aero
monas
vero
nii
C
P014775
IncA
/C2/M
OB
H121
MG
H111_p4
MG
H111
15
K24
185,5
08
IncF
IIK
1-I
nH
I1B
-IncR
/-pE
A1509_A
162,2
02
Ente
robacte
r aero
genes
NC
_020180
IncA
/C2/M
OB
H121
C1686_p4
C1686
15
K24
304,7
54
IncH
I1B
-IncF
IB(p
ND
M-M
AR
)/M
OB
H11
pIP
1202
182,9
13
Yers
inia
pest
isC
P000603
IncA
/C2/M
OB
H121
Pit
tND
M01_pla
smid
1P
ittN
DM
01
14
K2
283,3
71
IncH
I1B
-IncF
IB(p
ND
M-M
AR
)/M
OB
H11
SL
151 p
lasm
id u
nnam
ed2
171,2
33
Cit
robacte
r fr
eundii
CP
017059
-K
P617-p
lasm
id1
KP
617
14
K2
273,6
28
IncH
I1B
-IncF
IB(p
ND
M-M
AR
)/M
OB
H11
pE
K516
64,4
71
Esc
heri
chia
coli
EU
935738
IncF
IIA
/MO
BF
12
pP
MK
1-N
DM
PM
K1
15
KL
112
304,5
26
IncH
I1B
-IncF
IB(p
ND
M-M
AR
)/M
OB
H11
pC
15-1
a92,3
53
Esc
heri
chia
coli
AY
458016
IncF
IIA
/MO
BF
12
ST
15_p9
ST
15
15
KL
112
292,5
17
IncH
I1B
-IncF
IB(p
ND
M-M
AR
)/M
OB
H11
pU
TI8
9114,2
3E
scheri
chia
coli
CP
000244
IncF
IIA
/MO
BF
12
AS
M131686_p5
AS
M131686
14
K2
261,2
64
IncH
I1B
-IncF
IB(p
ND
M-M
AR
)/M
OB
H11
pO
XA
-48
61,8
81
Kle
bsi
ell
a p
neum
onia
eJN
626286
IncL
/MO
BP
13
pK
47_2
K47
15
KL
110
484,6
66
IncH
I2/M
OB
H11
R471
86,7
48
Serr
ati
a m
arc
esc
ens
KM
406489
IncM
/MO
BP
13
MG
H111_p5
MG
H111
15
K24
188,8
58
IncA
/C2/M
OB
H121
pC
TX
-M-3
89,4
68
Cit
robacte
r fr
eundii
AF
550415
IncM
2/M
OB
P13
pH
49_1
H49
14
K2
181,0
38
IncA
/C2/M
OB
H121
pK
PN
_C
Z207,8
19
Kle
bsi
ell
a p
neum
onia
eJX
424424
IncF
IIK
8+
FIB
(pK
PN
3)/
MO
BF
12
H49_p2
H49
14
K2
104,4
92
IncF
IB(K
pn3)/
-pK
PN
-IT
208,1
91
Kle
bsi
ell
a p
neum
onia
eJN
233704
IncF
IIK
1+
FIB
(pK
PN
3)/
MO
BF
12
pP
MK
1-A
PM
K1
15
KL
112
187,5
71
IncF
IIK
1-I
ncF
IB(K
pn3)/
MO
BF
12
pB
K32179
165,2
95
Kle
bsi
ell
a p
neum
onia
eJX
430448
IncF
IIK
1+
FIB
(pK
PN
3)/
MO
BF
12
ST
15_p8
ST
15
15
KL
112
224,0
41
IncF
IIK
1-I
ncF
IB(K
pn3)/
MO
BF
12
pK
P09085
213,0
19
Kle
bsi
ell
a p
neum
onia
eK
F719970
IncF
IIK
5+
FIB
(pK
PN
3)/
MO
BF
12
C1694_p3
C1694
15
K19
211,5
12
IncF
IIK
5-I
ncF
IB(K
pn3)/
MO
BF
12
pK
P02022
203,5
77
Kle
bsi
ell
a p
neum
onia
eK
F719972
IncF
IIK
5+
FIB
(pK
PN
3)/
MO
BF
12
H1122_p4
H1122
14
K16
226,2
69
IncF
IIK
1-I
ncF
IB(K
pn3)/
MO
BF
12
pK
P007
246,1
76
Kle
bsi
ell
a p
neum
onia
eK
F719971
IncF
IIK
5+
FIB
(pK
PN
3)/
MO
BF
12
H1119_p3
H1119
15
K24
210,7
31
IncF
IIK
1-I
ncF
IB(K
pn3)/
MO
BF
12
pU
UH
239.2
220,8
24
Kle
bsi
ell
a p
neum
onia
eC
P002474
IncF
IIK
5+
FIB
(pK
PN
3)/
MO
BF
12
12082_2_21_p5
12082_2_21
15
K24
209,9
21
IncF
IIK
1-I
ncF
IB(K
pn3)/
MO
BF
12
pc15-k
95,6
26
Kle
bsi
ell
a p
neum
onia
eH
Q202266
IncF
IIK
2/M
OB
F12
UC
I96_p1
UC
I96
15
K24
196,9
22
IncF
IB/M
OB
F12
pK
pQ
IL113,6
37
Kle
bsi
ell
a p
neum
onia
eG
U595196
IncF
IIK
2/M
OB
F12
UC
I4_p1
UC
I414
K16
185,4
03
IncF
IB/M
OB
F12
pK
PN
-4107,5
76
Kle
bsi
ell
a p
neum
onia
eC
P000649
IncF
IIK
1/M
OB
F12
C1699_p2
C1699
15
KL
112
200,0
79
IncF
IIK
9-I
ncF
IB(K
pn3)/
MO
BF
12
pK
PH
S02
111,1
95
Kle
bsi
ell
a p
neum
onia
eC
P003224
IncF
IIK
2+
R/M
OB
F12
AS
M147347_p3
AS
M147347
14
K2
274,7
57
IncF
IIK
5-I
ncF
IB(K
pn3)/
MO
BF
12
pK
P048
151,1
88
Kle
bsi
ell
a p
neum
onia
eF
J628167
IncF
IIK
5/M
OB
F12
C1686_p3
C1686
15
K24
210,4
52
IncF
IIK
5-I
ncF
IB(K
pn3)/
MO
BF
12
pK
DO
1127,5
08
Kle
bsi
ell
a p
neum
onia
eJX
424423
IncF
IIK
77M
OB
F12
44_p3
44
15
K24
210,1
13
IncF
IIK
5-I
ncF
IB(K
pn3)/
MO
BF
12
pR
YC
11
94,8
93
Kle
bsi
ell
a p
neum
onia
eL
K391770
IncF
IIK
2/M
OB
F12
C1693_p1
C1693
15
K24
212,6
89
IncF
IIK
5-I
ncF
IB(K
pn3)/
MO
BF
12
pK
F3-9
494,2
19
Kle
bsi
ell
a p
neum
onia
eF
J876826
IncF
IIK
2/M
OB
F12
NU
HL
24835_p1
NU
HL
24835
14
K2
101,0
3In
cF
IIK
2/M
OB
F12
pK
PH
S1
122,7
99
Kle
bsi
ell
a p
neum
onia
eC
P003223
FIB
(pK
PH
S01)/
- [p
hage-r
ela
ted]
AS
M131686_p4
AS
M131686
14
K2
95,7
73
IncF
IB (
Kpn3)/
MO
BF
12
pN
K245
98,2
64
Kle
bsi
ell
a p
neum
onia
eD
Q449578
IncR
-IncF
IA(H
I1)/
-P
ittN
DM
01_pla
smid
2P
ittN
DM
01
14
K2
103,6
94
IncF
IB (
Kpn3)/
MO
BF
12
pK
PS
77
45,8
67
Kle
bsi
ell
a p
neum
onia
eK
F954150
IncR
/-C
1686_p1
C1686
15
K24
42,5
43
IncF
II_re
pA
_su
perf
am
ily/-
pK
P1780
49,7
7K
lebsi
ell
a p
neum
onia
eJX
424614
IncR
/-A
SM
147347_p2
AS
M147347
14
K2
110,9
59
IncF
IB(p
KP
HS
1)/
- [p
hage-r
ela
ted]
pY
DC
676
50,1
82
Kle
bsi
ell
a p
neum
onia
eK
T225462
IncR
/-S
T15_p7
ST
15
15
KL
112
111,7
69
IncF
IB(p
KP
HS
1)/
- [p
hage-r
ela
ted]
pK
PN
-852
51,6
22
Kle
bsi
ell
a p
neum
onia
eC
P009878
phage-r
ela
ted p
lasm
idpP
MK
1-B
PM
K1
15
KL
112
111,6
93
IncF
IB(p
KP
HS
1)/
- [p
hage-r
ela
ted]
pK
V2
54,7
15
Kle
bsi
ell
a v
ari
icola
CP
009276
phage-r
ela
ted p
lasm
idpH
1122_3
H1122
14
K16
39,1
89
IncF
IA(H
I1)/
-pC
RO
D2
39,2
65
Cit
robacte
r ro
denti
um
FN
543504
IncX
4/M
OP
312082_2_21_p3
12082_2_21
15
K24
34,7
56
IncR
/-pS
H146_32
32,4
47
Salm
onell
a e
nte
rica
JX258655
IncX
4/M
OP
3pH
1119_p2
H1119
15
K24
45,3
42
IncR
/-pm
cr1
_In
cX
433,2
87
Kle
bsi
ell
a p
neum
onia
eK
U761327
IncX
4/M
OP
3pW
SZ
BR
BR
15
KL
112
76,2
51
IncR
/-
pIn
cX
-SH
V43,3
8K
lebsi
ell
a p
neum
onia
eJN
247852
IncX
3/M
OB
3C
1694_p2
C1694
15
K19
65,3
51
IncR
-IncF
IA(H
I1)/
-pE
C14_35
34,9
45
Esc
heri
chia
coli
JN935899
IncX
3/M
OB
3A
SM
131686_p3
AS
M131686
14
K2
45,4
82
IncR
/-pN
DM
5_In
cX
346,1
61
Kle
bsi
ell
a p
neum
onia
eK
U761328
IncX
3/M
OB
3P
ittN
DM
01_pla
smid
3P
ittN
DM
01
14
K2
70,8
14
IncR
-IncF
IA(H
I1)/
-C
olA
6,7
2E
scheri
chia
coli
M37402
ColE
-lik
e/M
OB
P5
C1699_p1
C1699
15
KL
112
69,3
26
IncR
-IncF
IA(H
I1)/
-C
olE
16,6
46
Esc
heri
chia
coli
CE
1C
G13
ColE
-lik
e/M
OB
P5
AS
M131686_p2
AS
M131686
14
K2
7,8
5C
olK
P3 (
ColE
-lik
e)/
MO
BP
5pL
O2
7,9
41
Lis
tonell
a a
nguil
laru
mA
M238700
ColE
-lik
e/M
OB
P5
Pit
tND
M01_pla
smid
4P
ittN
DM
01
14
K2
6,1
41
ColK
P3 (
ColE
-lik
e)/
MO
BP
5pA
SA
35,6
16
Aero
monas
salm
onic
ida
NC
_004924
ColE
-lik
e/M
OB
P5
KP
617_p2
KP
617
14
K2
6,1
41
ColK
P3 (
ColE
-lik
e)/
MO
BP
5pP
vu1
4,6
75
Pro
teus
vulg
ari
sA
F305615
ColE
-lik
e/M
OB
P5
ST
15_p5
ST
15
15
KL
112
5,7
37
ColE
-lik
e/M
OB
P5
pS
ZE
CL
_e
4,8
63
Ente
robacte
r clo
acae
KU
302807
ColE
-lik
e/M
OB
P5
ST
15_p4
ST
15
15
KL
112
5,3
32
ColE
-lik
e/M
OB
P5
pK
PN
-64,2
59
Kle
bsi
ell
a p
neum
onia
eC
P000651
ColE
-lik
e/M
OB
P5
pH
1122_2
H1122
14
K16
3,6
71
ColE
1-l
ike/M
OB
P5
fosm
id_4D
12
10,1
58
Kle
bsi
ell
a p
neum
onia
eH
Q419283
ColE
-lik
e/M
OB
P5
ST
15_p2
ST
15
15
KL
112
3,7
53
ColE
-lik
e/M
OB
P5
pT
KH
11
8,1
93
Kle
bsi
ell
a o
xyto
ca
Y17716
ColE
-lik
e/M
OB
P5
ST
15_p1
ST
15
15
KL
112
3,7
03
ColE
-lik
e/M
OB
P5
pH
205
8,1
95
Kle
bsi
ell
a p
neum
onia
eE
U331426
ColE
-lik
e/M
OB
P5
MG
H111_p1
MG
H111
15
K24
2,1
55
ColE
-lik
e/M
OB
P5
pA
172
8,1
97
Salm
onell
a e
nte
rica
EU
331425
ColE
-lik
e/M
OB
P5
12082_2_21_p2
12082_2_21
15
K24
2,7
32
ColE
-lik
e/M
OB
P5
pK
P3-A
(colK
P3)
7,6
05
Kle
bsi
ell
a p
neum
onia
eJN
205800
ColK
P3/M
OB
P5
AS
M131686_p1
AS
M131686
14
K2
2,6
55
ColE
-lik
e/M
OB
P5
pC
06114_4 (
colK
P3)
6,1
41
Kle
bsi
ell
a p
neum
onia
eC
P016038
ColK
P3/M
OB
P5
C1694_p1
C1694
15
K19
2,8
11
ColE
-lik
e/M
OB
P5
p9956
5,6
74
Acti
nobacil
lus
ple
uro
pneum
onia
eA
Y362554
ColE
-lik
e/M
OB
P5
H1122_p1
H1122
14
K16
2,3
65
ColE
-lik
e/M
OB
P5
pE
C34A
3,7
7E
scheri
chia
coli
HQ
622575
ColE
-lik
e/M
OB
P5
K47_p1
K47
15
KL
110
2,5
64
Col(
pV
C)
/MO
BP
5pK
P13a
1,9
68
Kle
bsi
ell
a p
neum
onia
eC
P003996
ColE
-lik
e/M
OB
P5
H1119_p1
H1119
15
K24
3,3
57
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3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
277
Table S3. Assembly statistics for the nine ST14 and ST15 genomes sequenced in this study.
Strain No. of
contigs
Total
Length (bp)
CG (%) N50 Largest
Contig (bp)
K-mer
H49 88 5,592,864 57.32 350,404 701,584 101,111,121,127
H1122 106 5,587,835 57.21 1,013,553 399,091 101,111,121,127
44 120 5,748,666 56.95 210,873 584,875 101,111,121,127
C1686 148 6,054,170 56.46 210,874 472,869 101,111,121,127
C1693 140 5,650,579 57.12 184,651 371,151 101,111,121,127
H1119 124 5,530,501 57.26 162,787 429,762 101,111,121,127
C1699 121 5,583,524 57.05 220,754 472,869 101,111,121,127
C1694 104 5,458,733 57.17 203,303 584,887 101,111,121,127
K47 144 5,745,435 56.63 204,524 584,887 101,111,121,127
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
278
Table S4. Reference strains used in the comparison of the cps operon.
NA, allele number not attributed.
Strain GenBank accession no.
wzi/K wzc/K Kaptive Reference (PMID or DOI)
K. pneumoniae ATCC 43816 KJ541664 wzi2/K2 wzc2:14/K2 KL2 25203254 K. pneumoniae 2069/49 AB742228 wzi16/K16 wzc16:85/K16 KL16 24349011 Klebsiella sp. 1680/49 AB924562 wzi24/K24 wzc25:4/K24 KL24 26493302 K. pneumoniae 7749 AB742230 wzi39/K39 wzc39:21/K39 KL39 24349011 Klebsiella sp. 1754/49 AB924559 wzi19/K19 wzc20:46/K19 KL19 26493302 Klebsiella sp. 4463/52 AB924597 wzi60/K60 wzc60:37/K60 KL60 26493302 K. pneumoniae 484 LT174581 wzi93/K60 wzc923:66/K- KL112 https://doi.org/10.1101/071415 K. pneumoniae ST15 LN714331 wzi93/K60 wzc923:66/K- KL112 https://doi.org/10.1101/071415 Klebsiella sp. 7824 AB924568 wzi30/K30 wzc903:18/K30 KL30 26493302 K. pneumoniae 214 LT174579 wzi89/- NA KL110 https://doi.org/10.1101/071415 K. pneumoniae 85/08 LT603721 wzi398/- NA KL146 https://doi.org/10.1101/071415
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
279
Figure S1. BRIG comparative analysis of all coding sequences (CDS) identified in the variable region of the cps locus from Kp CG14 and CG15 representative isolates.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
280
Figure S2. BRIG comparative analysis of IncFIIA/MOBF12 using plasmid pC15-1a as inner reference.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
281
Figure S3. BRIG comparative analysis of IncFIB/MOBF12 using plasmid pCAV174-101 as inner reference.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
282
Figure S4. BRIG comparative analysis of IncF/MOBF12 using plasmid pUUH239 as inner reference.
FIB(pKPN3) no metal tolerance genes
FIB(pKPN3) with or without IncFIIK
IncFIIK , no metal tolerance genes
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
283
Figure S5. BRIG comparative analysis of IncFIB phage-related plasmids using plasmid pKPHS1 as inner reference.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
284
Figure S6. BRIG comparative analysis of IncR plasmids using plasmid PittNDM01_p3 as inner reference.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
285
Figure S7. BRIG comparative analysis of IncHIB.-IncFIB/MOBH11 plasmids using pNDM-MAR as inner reference.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
286
Figure S8. BRIG comparative analysis of IncX3/MOBP3 plasmids using pNDM5_X3 as inner reference.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
287
Figure S9. BRIG comparative analysis of IncX4/MOBP3 plasmids using pCROD2 as inner reference.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
288
Figure S10. BRIG comparative analysis of IncL/MOBP13 plasmids using pOXA-48 as inner reference.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
289
Figure S11. BRIG comparative analysis of IncA/C2/MOBH121 plasmids using pEA1509_A as inner reference.
3.3. Detailing multidrug resistant (MDR) Klebsiella pneumoniae by omic approaches: from classical to high-throughput modern typing
290
Figure S12. BRIG comparative analysis of phage-like plasmids using pKV2 as inner reference.
“Nobody said it was easy
No one ever said it would be this hard.”
Coldplay, “The Scientist”
08 Fall
Conclusions
Chapter 4
Chapter 4 - Conclusions
293
The General conclusions that can be extracted from the achievement of the
specific aims proposed are summarized as follows:
1. The landscape of clinical E. coli and K. pneumoniae resistant to extended-
spectrum β-lactams suffered significant changes in the period analysed (2006-
2016). Although CTX-M-15 is still the most prevalent enzyme among extended-
spectrum β-lactamase (ESBL)-producing E. coli, the increase in the diversity of CTX-M enzymes observed more recently suggests a non-clinical reservoirs’
origin. Conversely, the increase in the proportion of ESBL-producing K.
pneumoniae (a ca. five-fold increase in 3 years) is remarkable with a
noteworthy expansion of CTX-M-15 and in a lesser extent SHV-12,
suggesting a higher involvement of nosocomial transmission. Acquired carbapenemases (KPC-3, VIM-34) were detected since 2011 in our
geographic area, exclusively among K. pneumoniae isolates, either sporadically
(VIM-34, described for the first time in this study), or rapidly disseminating
(KPC-3) in isolates causing infections among hospitalized patients in different
hospitals and also residents of long-term care facilities and nursing homes, a
situation of high concern that requires reinforced surveillance and a concerted
action between the different stakeholders.
2. In the collection tested (ESBL- or carbapenemase-producing isolates), resistance
rates to last resource antibiotics are still low (9.3% for fosfomycin or 0% for
colistin), preserving these antibiotics as possible therapeutic choices to treat
infections caused by extended-spectrum β-lactam-resistant E. coli or K.
pneumoniae. However, the detection of the first clinical case involving one E.
coli isolate harbouring a plasmid-mediated fosfomycin resistance gene (fosA3) in Portugal is of particular concern and brings awareness to the need of
further surveillance and monitoring of fosfomycin resistance trends in Portugal
and other European countries. Moreover, the identification of this gene in a
patient that had travelled to Asia highlights the relevance of human mobility in
the dissemination of antibiotic resistance genes.
3. Interestingly, the amplification of CTX-M-15 in both species occurred mainly
throughout clonal expansion of certain worldwide epidemic clones and different
plasmid types among E. coli (IncFII plasmids and ST131) and K.
pneumoniae (IncR plasmids and ST15), revealing independent capture events of blaCTX-M-15 and subsequent expansion in each species.
Chapter 4 - Conclusions
294
4. Different lineages of B2-ST131 were identified among the faecal flora of
nursing home residents (O25b:H4-CTX-M-15-fimH30-virotype C and O25b:H4-
CTX-M-14-fimH22-virotype D) and healthy volunteers (O25b:H4-CTX-M-27-
non-Rx-fimH30-virotype C), reflecting the importance of subtyping ST131 isolates. Moreover, these data anticipate variability on ST131 isolates causing
human infections in our country and furthermore suggest differential adaptation
of these lineages to different human host populations.
5. No carbapenemase producers were by far identified colonizing long-term care
facilities or nursing home residents or healthy volunteers, but the rates of faecal carriage of K. pneumoniae or E. coli resistant to extended-spectrum
cephalosporins (ESC) (40%, 20%, 2% respectively) and/or the carriage of
clones with enhanced ability to persist and/0r to cause infection is
disconcerting due to the risk of infection for carriers and also of subsequent
dissemination of these multidrug resistant (MDR) bacteria to healthcare
professionals, residents’ or healthy adults families, and to the community.
6. This thesis provides a comprehensive overview of the molecular basis for ESC
and carbapenem resistance among K. pneumoniae from different clinical and
non-clinical human niches in Portugal. ESBL or carbapenemases are encoded by
plasmids from a few families, IncR and IncFIIK or IncFIA and IncN,
respectively, most of them apparently well adapted to this species. The increase
in frequency of these β-lactamases was driven by clonal expansion of certain
worldwide disseminated high-risk clones (ST11, ST15, ST147) able to
carry variable ESBL/carbapenemase encoding plasmids, which reflects the open
genome of these K. pneumoniae lineages. Some of the K. pneumoniae MDR
clones studied presented an enrichment in specific virulence factors (types 1 and 3 fimbriae, yersiniabactin and Kfu system), which is worrisome due
to the possible clinical impact of combined multidrug resistance with virulence.
7. Specific capsular types were identified among main MDR K. pneumoniae clones
circulating in Portugal belonging to ST15 (K19, K24, KL110, KL112) and ST147 (K64), which were found either causing infections in clinical institutions
or colonizing long-term care facilities residents from the same geographic area. Moreover, the diversity on genotypic features and capsule types observed among
some of them (especially ST11 or ST15) supports a suboptimal resolution of multilocus sequence typing (MLST)-based typing scheme for K.
Chapter 4 - Conclusions
295
pneumoniae and the need for alternative methods for delineation of
phylogenetic boundaries.
8. It is demonstrated for the first time the ability of Fourier transform infrared
(FTIR) spectroscopy to differentiate K. pneumoniae capsular types,
highlighting the potential of this methodology as a fast and accurate alternative
K-typing tool. The establishment of stable associations between capsular types and specific MDR K. pneumoniae clones/lineages in different
geographic regions over time opens the possibility of using FTIR for K.
pneumoniae typing, as demonstrated by the application of this approach in a
real-time context. Given the very good performance of this methodology for
typing of different bacterial species (accurate, simple, low cost, quick), it is
justified the investment in instruments, robust databases and procedure
automation to approximate FTIR to routine microbiology laboratories.
9. Conversely, matrix assisted laser desorption ionization-time of flight mass
spectrometry (MALDI-TOF MS) demonstrated a limited potential to
discriminate MDR clinically relevant K. pneumoniae clones, apparently
explained by the high degree of conservation of K. pneumoniae subsp.
pneumoniae ribosomal proteins. The variable typeability potential of FTIR
and MALDI-TOF MS is linked to the different molecular key features depicted
by the different methodologies.
10. Comparative genomic analysis of CG14 and CG15 K. pneumoniae allowed the
precise definition of diverse lineages carrying specific capsular types in
different geographic regions for several years. Comprehensive analysis of the
plasmidome of CG14 and CG15 revealed turbulent flux of plasmids of disparate families containing a wide number of adaptive traits,
including antibiotic resistance genes, with IncF/MOBF12 and IncR plasmids
being pervasive and greatly contributing to the CG14/15 pangenome.
11. Finally, the high congruence observed between genotypic, genomics and
metabolomics approaches for K. pneumoniae typing points to a great
relevance of surface bacterial components (and particularly the capsule) on the
evolution, host adaptation and/or virulence features in this species that deserves
to be further explored.
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Title: Escherichia coli ST131, anIntriguing Clonal Group
Author: Marie-Hélène Nicolas-Chanoine,Xavier Bertrand, Jean-YvesMadec
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MicrobiologyDate: Jul 1, 2014Copyright © 2014, American Society for Microbiology
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Title: The Role of Epidemic ResistancePlasmids and International High-Risk Clones in the Spread ofMultidrug-ResistantEnterobacteriaceae
Author: Amy J. Mathers, Gisele Peirano,Johann D. D. Pitout et al.
Publication: Clinical Microbiology ReviewsPublisher: American Society for
MicrobiologyDate: Jul 1, 2015Copyright © 2015, American Society for Microbiology
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313
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Title: Klebsiella pneumoniae: Going onthe Offense with a StrongDefense
Author: Michelle K. Paczosa, JoanMecsas
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Title: Insights from 20 years ofbacterial genome sequencing
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GenomicsPublisher: SpringerDate: Jan 1, 2015Copyright © 2015, The Author(s)
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