of 38
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
1/38
Methods for Monitoring and Managing Fecal Microbial
Contamination of Beaches
By
Steve
A Major Research Paper
2014
201! "te#e
* insert a signed copy of this page in the paper copy/copies that you deposit; insert an unsigned copy of
this page in your thesis pdf for the electronic/online deposit (not applicable to Major Papers).
*Below is a sample ppro!al page for a Master"s #hesis. Major Papers and $issertations will appeardifferent % please see templates for ppro!al pages inthe Thesis-related Forms on the web
Methods for Monitoring and Managing Fecal Microbial
Contamination of Beaches
http://www.uwindsor.ca/grad/forms-0#gatahttp://www.uwindsor.ca/grad/forms-0#gata7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
2/38
by
Steve Joe
APPR$%&' B()
**********************************************
+ame of $,tside 'ept- Reader. e-g- ]'epartment +ame
**********************************************
+ame of /nternal 'ept- Reader'epartment +ame
**********************************************
Ad#isors +ame. Ad#isor'epartment +ame
/nsert 'efense 'ate ere
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
3/38
'&CARA3/$+ $F $R//+A/3(
his statement should be used when the thesis does notinclude material based on joint
research ormaterial that has been published/submitted for publication otherwise use
instead 'Declaration of Co- Authorship/Previous Publication - for details !iew the
thesis uidelines on the web
/ hereby certify that / am the sole a,thor of this thesis and that no part of this
thesis has been p,blished or s,bmitted for p,blication-
/ certify that. to the best of my 5no6ledge. my thesis does not infringe ,pon
anyones copyright nor #iolate any proprietary rights and that any ideas. techni7,es.
7,otations. or any other material from the 6or5 of other people incl,ded in my thesis.
p,blished or other6ise. are f,lly ac5no6ledged in accordance 6ith the standard
referencing practices- F,rthermore. to the e8tent that / ha#e incl,ded copyrighted material
that s,rpasses the bo,nds of fair dealing 6ithin the meaning of the Canada Copyright Act.
/ certify that / ha#e obtained a 6ritten permission from the copyright o6ner9s: to incl,de
s,ch material9s: in my thesis and ha#e incl,ded copies of s,ch copyright clearances to my
appendi8-
/ declare that this is a tr,e copy of my thesis. incl,ding any final re#isions. as
appro#ed by my thesis committee and the rad,ate "t,dies office. and that this thesis has
not been s,bmitted for a higher degree to any other ;ni#ersity or /nstit,tion-
AB"3RAC3
3
http://www.uwindsor.ca/grad/guidelines-for-major-papers-theses-and-dissertations#declarationhttp://www.uwindsor.ca/grad/guidelines-for-major-papers-theses-and-dissertations#declaration7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
4/38
Fecal or bacterial so,rce trac5ing also referred to as Microbial "o,rce 3rac5ing
9M"3: is a method ,sed to identify so,rces of fecal indicator bacteria in the
en#ironment- ,man and li#estoc5 acti#ity has been greatly responsible for fecal
contamination of beaches- Acc,m,lation of pathogenic microorganisms in beaches has
gi#en rise to m,ltiple infections in h,man pop,lation- 3he present st,dy aims at
highlighting en#ironmental problems related to fecal contamination of beaches-
F,rthermore the fecal monitoring methods are in#estigated in detail so as to identify the
problems regarding each method- Ad#anced detection and 7,ality monitoring methods
are re7,ired to control the contamination of beaches- "e#eral M"3 methods are ,sed to
identify the so,rce of fecal bacteria that are introd,ced into the 6ater bodies- 3hese
methods are mainly di#ided into t6o basic categories< one is microbial methods and
second is chemical methods- Microbial methods are f,rther di#ided into library
dependent and library independent methods- ibrary dependent methods are based on
maintained databases from #ario,s bacterial isolates of 5no6n fecal so,rces- o6e#er.
library independent methods identify so,rces based on host=specific characteristics of
bacteria 6itho,t the re7,irement of library- C,rrently no standardi>ed methods are
a#ailable for molec,lar and biochemical methods- o6e#er. recent de#elopments are
more foc,sed on impro#ing library independent methods by e8panding the range of
fecal so,rces that can be identified- F,rther st,dies are still needed to ad#ance the
e8isting monitoring methods of fecal contamination so as to red,ce recreational 6ater
contamination and m,ltiple lethal infections ca,sed by them-
4
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
5/38
'&'/CA3/$+
?$ptional component@
5
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
6/38
AC+$&'&M&+3"
?$ptional component@
6
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
7/38
3AB& $F C$+3&+3"
*If you omit any of the optional sections (e.g. Dedication, List of
Figures, etc.), simply delete the actual page and update the Table of
Contents by clicing on the Table of Contents and clic !"pdate
Table# in the upper left corner and select !"pdate $ntire Table.#
'&CARA3/$+ $F $R//+A/3(-------------------------------------------------------------------------------
AB"3RAC3----------------------------------------------------------------------------------------------------------------- -------
'&'/CA3/$+------------------------------------------------------------------------------------------------------------- --------
AC+$&'&M&+3"----------------------------------------------------------------------------------------- -------
/"3 $F 3AB&"------------------------------------------------------------------------------------------------------------
/"3 $F F/;R&"------------------------------------------------------------------------------------------------------------
/"3 $F APP&+'/C&"------------------------------------------------------------------------------------------------------
/"3 $F ABBR&%/A3/$+""(MB$"-------------------------------------------------------------------------
+$M&+CA3;R&-----------------------------------------------------------------------------------------------------------
CAP3&R 1 CAP3&R 3/3& &R&------------------------------------------------------------------------------
ection #itle ere...............................................................................................
ub%ection #itle ere......................................................................................
R&F&R&+C&"B/B/$RAP(----------------------------------------------------------------------------- --------
APP&+'/C&"------------------------------------------------------------------------------------------------------------- --------
Appendi8 A.......................................................................................................
%/3A A;C3$R/"----------------------------------------------------------------------------------------------------------------
7
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
8/38
/"3 $F 3AB&"
?here applicable@
8
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
9/38
/"3 $F F/;R&"
?here applicable@
9
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
10/38
/"3 $F APP&+'/C&"
?here applicable@
/"3 $F ABBR&%/A3/$+""(MB$"
Fecal /ndicator Bacteria F/B
+scherichia coli +. coli
/nternational $rgani>ation for "tandardi>ation /"$
10
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
11/38
Polymerase chain reaction PCR
Fl,orescence in sit, hybridi>ation F/"
Microbial "o,rce 3rac5ing M"3
Repetiti#e Palindromic Polymerase Chain Reactions repPCR
P,lsed filed gel electrophoresis PF&
D,antitati#e polymerase chain reaction 7PCR
Antibiotic Resistance Analysis ARA
Carbon ;tili>ation Profile C;P
+,trient ;tili>ation Pattern +;P
$ptical brighteners $Bs
11
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
12/38
Chapter 1: Introduction
1.1 Background
1.2 Problem defnition
1
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
13/38
1.3 Obecti!e"
2
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
14/38
3he present st,dy aims to address the health and en#ironmental iss,e related to fecal
contamination of beaches- 'ifferent methods and techni7,es employed for microbial
so,rce trac5ing are re#ie6ed in this st,dy- 3hese methods 6ill be categori>ed into
different gro,ps based on their methodological techni7,es- 3he s,itability of ne6
emerging methods to 7,alitati#ely analy>e the microbial le#els for health and safety
reg,lations 6ill be st,died- /n addition. the limitations and scope of their applicability
6ill also be disc,ssed in this paper- F,rther. the competency of each techni7,e for
trac5ing specific microbial so,rce 6ill be e8plored-
1.4 #tructure o$ t%e"i"
3
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
15/38
Chapter 2: Literature Review
2-1 M/CR$B/A C$+3AM/+A3/$+ $F R&CR&A3/$+A A3&R
4
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
16/38
ater is an important nat,ral reso,rce that f,lfills di#ersified needs of all the li#ing
organisms- /t is ,sed for drin5ing. agric,lt,re irrigation and recreation p,rposes- +at,ral
6aters 6hen contaminated thro,gh microbes can impact all the essential needs and 6ill
also ca,se serio,s health problems in h,man pop,lation- Beaches are considered as a
major commercial and recreational reso,rce that ann,ally attracts n,mero,s to,rists and
local #isitors mainly in s,mmer- Pathogenic microbes released into the 6ater thro,gh
fecal matter has p,t the li#es of s6immers at ris5 mainly h,mans 6ith a 6ea5er imm,ne
system 9Colford et al-. 200E:-
Controlling fecal microbial contamination in beach 6ater is therefore #ital to protect
the life of h,man pop,lation. birds and marine animals- &8pos,re to these pathogenic
microbes ca,ses serio,s diseases s,ch as nose. ear and eye infections along 6ith
hepatitis. diarrhea. #omiting. s5in rashes. encephalitis and respiratory illness-
Recreational 6ater ,sers can be s,bjected to 6ide range of diseases ca,sing
pathogens that either e8ist nat,rally in 6ater or res,lt from fecal contamination-
aterborne non=fecal pathogens are bacteria that nat,rally e8ist in recreational
6aters- aterborne illnesses that res,lt from these bacteria are not transmitted thro,gh
fecal oral path6ay- ,mans are affected either by ingestion or inhalation of the poll,ted
6ater- egionella. elicobacter pylori and Aeromonas are considered the most dangero,s
microorganisms that ca,se serio,s respiratory illness as pne,monia 9a, et al-. 200:-
aterborne fecal pathogens that occ,r in 6ater are the res,lt of fecal poll,tion from
h,man or animal so,rces- 3hro,gh the history. fecal bacteria incl,de &scherichia Coli.
5
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
17/38
3otal Coliform and &nterococci 6ere #ery 5no6n to be the primary reason for
gastrointestinal illness 9Mot et al-. 2012< Anderson et al-. 200!:-
igh le#el of fecal bacteria is considered as a primary ca,se of recreational beach
ad#isories and closing in the ;"A. 6hich can res,lt in economic losses to the
s,rro,nding area 9;"&PA 200:- 3he ,n5no6n contamination so,rces incl,de ho,sehold
se6age. s,rface r,noff. combined se6er o#erflo6. domestic animals and 6ildlife-
/dentifying the right fecal poll,tion so,rce is #ery cr,cial for mitigating and pre#enting
f,t,re poll,tion-
2-2 "$;RC&" $F P$;3/$+
2.2.1 Human sources
3he o#erflo6 or lea5age of the se6erage and drainage system is the largest so,rce of
microorganism contaminant on beaches- 3hese o#erflo6s are d,e to clogged or lea5ing
piping system. 6hich spill ,ntreated se6erage 6aste into coastal areas- "imilarly. densely
pop,lated areas 6ith inade7,ate facilities and fast e8panding ,rban areas also add b,rden
on aged se6erage system that ca,sing o#erflo6s and lea5age near the 6ater bodies and
beaches- /n addition. poorly managed septic system at domestic le#el add e8tra b,rden on
the already declining drainage system that e#ent,ally empties its ,ntreated 6aste into
6ater bodies and beaches- F,rthermore. the h,man pop,lation and recreational acti#ities
on these recreational sites and beaches are the direct so,rce of contamination- ,man
bodies shed different 5ind of microorganism 6hich adds to these contaminants- ittering
and open 6astage disposal are the other so,rces of microbial contamination-
6
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
18/38
2.2.2 Domestic Animal
"t,dies ha#e identified that agric,lt,ral animals are one of the largest contrib,tor of
the fecal contaminants- Con#ersion of con#entional small farms to ind,strial scale
prod,cti#e farmlands demands increase in the animals in#ol#ed in the agric,lt,re
process- arge n,mbers of animals are 5ept in small areas 6hich res,lts in increased
combine feeding- 3h,s. e8cess amo,nt of man,re is prod,ced that e8ceeds the crops
assimilati#e capacity for nat,ral fertili>er- As a res,lt. the e8cess 6aste is disposed into
near 6ater bodies contains high le#el animal 6aste 6hich reaches to recreational and
coastal areas-
2.2.3 Wildlie Waste
ery year a significant amo,nt of microbial contamination is added by 6ildlife
animals- 'ifferent 6ildlife animals add fecal contamination directly into 6ater bodies
incl,ding recreational as 6ell as fresh 6ater- Mostly fecal 6astage is ta5en to sea and
coastal areas from non=point so,rces thro,gh as rain 6ater or other 6ater bodies- /n
addition. the climatic changes and the seasonal transition ma5e 6ild animals to migrate
from one place to another and come in contact 6ith different 6ater bodies and coastal
areas- 3his res,lts in adding fecal contamination into different regions- 3h,s. controlling
fecal contamination ca,sed by 6ildlife is not easy and straightfor6ard 6hich poses
challenges in trac5ing microbial so,rces of 6ildlife fecal contamination- 3herefore. #ery
minimal st,dies and strategies ha#e been carried o,t to control the 6ildlife so,rces that
contaminate beach and other 6ater bodies-
7
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
19/38
2-G M/CR$=$RA+/"M" A+' '/"&A"&"
Fecal 6aste from h,man or animals poses serio,s threat to h,man health- Fecal
pathogens greatly affect the indi#id,als 6ho are imm,ne=compromised and imm,ne=
s,pressed s,ch as older ad,lts. infants and others 6ho are s,ffering from debilitating
illness li5e A/'" and pne,monia 9"inclair. Hones. I erba. 200:-
3he pathogenic organism present in h,man and animal feces comprise of di#erse gro,p
of #ir,ses. bacteria and proto>oa 5no6n for ca,sing different diseases- 3o date. there are
more than 1!0 different types of diseases and the n,mber 5eep increasing as ne6
pathogens are recogni>ed 9"andra et al-. 201G:- astrointestinal illness is one of the most
commonly identified 6aterborne related disease and therefore it become #ery important
criteria in determining the 6ater 7,ality 9orna et al-. 201!:- Respiratory infections. s5in.
ear and eye problems are also associated 6ith recreational 6ater ,se 9"andra et al-. 201Gymes are ,sed on the 6hole '+A genome and then
larger genomic fragments are generated that m,st not be bro5en d,ring sample
preparation- 3he genomic fragments are than parted by alternately p,lsed ,sing
perpendic,larly oriented electrical fields instead of ,sing standard gel electrophoresis-
Banding pattern emerges after electrophoresis and staining of gels- enerated patterns are
then compared 6ith the so,rces in the library database 9Rees et al-. 2010< ar6ood.
"taley. Badgley. Borges. I oraj5ic. 2014:-
/t is a #ery ad#antageo,s method that classifies isolates from m,ltiple so,rces- /t is a
highly reprod,cible method if performed s5illf,lly and is among the most discriminatory
genotyping methods- o6e#er. some of the limitations of the method are that it is time
cons,ming and highly costly- /t demands high degree of technical s5ill- F,rthermore. a
large geographically=specific so,rce library is re7,ired-
G-1-1-2 Ribotyping
/t is one of the 6idely ,sed method in library=dependent Microbial "o,rce 3rac5ing
applications- /t is based on the recognition of genetic di#ersity in the genomic se7,ences
6ithin or flan5ing the 1J" and 2G" rR+A genes- 3hese ribosomal ribon,cleic genes are
highly conser#ed among bacterial species- 3he selected bacterial gro,p for ribotyping is
c,lt,red from the fecal samples implementing standard methods- &nterococci or &- coli
13
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
25/38
are commonly isolated and a certain percentage of bacterial co,nt is selected for
genotypic characteri>ation- enomic '+A is separately isolated for each selected strain-
Restriction en>ymes are ,sed to digest the fragments of bacterial '+A- /n the ne8t step
gel electrophoresis is ,sed to separate the '+A fragments 6ith respect to their si>e-
"eparated fragments are then mo#ed to a gel blot 6here a labeled probe is ,sed to attach
to certain portions of the rR+A genes- Probe binding to the '+A fragments creates a
banding pattern as the genome contains n,mero,s copies of rR+A genes distrib,ted
thro,gho,t the chromosome- 3he banding pattern obtained is f,rther #is,ali>ed by
chemical de#elopment or a,toradiography- 3hese banding patterns are capt,red thro,gh
digital
location and si>e of the banding pattern is are then matched 6ith 5no6n so,rces in
the library database- F,rthermore. commercially a#ailable soft6are are ,sed for image
analysis to compare binding patterns 9Rees et al-. 2010:-
36o #ariables are ,sed in ribotyping- First #ariable is the type of fecal indicator
bacteria that is selected to generate library- "econd #ariable is the type and amo,nt of
restriction en>ymes ,sed to fragment the '+A- "t,dies s,ggest that t6o restriction
en>ymes are ,sef,l in increasing the methods discriminatory ability-
Ribotyping is ad#antageo,s in classifying the samples from m,ltiple so,rces and is
highly reprod,cible if performed s5illf,lly- o6e#er. there are some limitations to this
method- /t is a demanding method that has m,ltiple steps and re7,ires speciali>ed
e7,ipment- F,rthermore. indi#id,als need proper training. high s,pply costs and time is
needed to complete the proced,re- &8pertise in the field of statistics is also needed to
14
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
26/38
identify the so,rces present in the data- 3he geographic distrib,tion of isolated bacteria.
the library si>e and the occ,rrence of replicate isolates in bacterial so,rce library affect
the 7,ality of ribotyping to discriminate bet6een different bacteria at the host=species
le#el- Additionally. the phenotypic and genotypic methods both 6o,ld nearly brea5 do6n
in intricate 6atersheds 6ith se#eral so,rces-
G-1-1-G rep=PCR
Polymerase Chain Reaction method allo6s for 7,ic5 amplification of target '+A
se7,ences- /t is ,sed for c,lti#ation dependent and independent approaches- /n rep=PCR
method. the inter#ening se7,ences present bet6een repetiti#e portions of microbial '+A
are amplified ,sing rep=PCR method and one primer that mar5s each end of the
repetiti#e. palindromic se7,ence- 'iscriminatory patterns are generated by the repetiti#e
elements of bacterial genome 6hich are parted by the distances specific to each bacterial
specie- Agarose gel is then ,sed to amplify '+A fragments 6hich generates a fingerprint
6hich also discriminates among di#erse bacterial strains-
/t is a 7,ic5er method to classify isolates from m,ltiple so,rces- /t is easier to ,se. less
costly and faster compared to the other methods- o6e#er. the res,lts prod,ced by this
method are less reprod,cible compared to ribotyping and PF& 9Rees et al-. 2010P) /,*
3.3 enetic marker"
3.3.1 uman marker
3.3.2 *nimal &arker"
Pig marker
og marker
)oA marker
Bird marker
3.3.3 )ombined &arker
1 i"k @uantifcation
2 #ource tracking
Chapter %: Recommendations and Conclusion
e$erence"
24
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
36/38
R&F&R&+C&"B/B/$RAP(
?&ns,re all citations are formatted in the same style- 3he style yo, choose is based on
yo,r departmentaldiscipline standard@
25
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
37/38
APP&+'/C&"
(ppendi (
?/f applicable. incl,de copyright permission for pre#io,sly p,blished material-@
26
7/24/2019 Methods for Monitoring and Managing Fecal Microbial Contamination of Beaches
38/38