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SHARED An international collaboration of viral sequences, treatment histories, and health outcomes related to the hepatitis C virus Surveillance of Hepatitis-C Antiviral Resistance, Epidemiology and methoDologies A REAL WORLD RESISTANCE PROFILE OF VIROLOGIC FAILURES COLLECTED FROM AN INTERNATIONAL COLLABORATION (SHARED) Anita Howe, Ph.D. on behalf of SHARED
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Page 1: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHARED An international collaboration of viral sequences, treatment histories, and health outcomes related to the hepatitis C virus

Surveillance of Hepatitis-C Antiviral Resistance, Epidemiology and methoDologies

A REAL WORLD RESISTANCE PROFILE OF VIROLOGIC FAILURES COLLECTED FROM AN INTERNATIONAL COLLABORATION (SHARED)

Anita Howe, Ph.D. on behalf of SHARED

Page 2: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHAREDACKNOWLEDGEMENTS Valeria Cento. Università degli Studi di Milano. Milano, ItalyFederico Garcia/A de Salazar. Instituto Investigación Biosanitaria Ibs., Granada, SpainFrancesca Ceccherini-Silberstein/CF Perno/VC Di Maio. University of Rome Tor Vergata, Rome, Italy Christoph Sarrazin/Julia Dietz. University Hospital Frankfurt, Frankfurt, Germany Jean-Michel Pawlotsky/Slim Fourati. Centre National de Réference des Hépatites B, C et delta, Créteil, France Charles Boucher/Stephanie Popping. Erasmus Medical Center, Rotterdam, Netherlands Rolf Kaiser/Elena Knops. University Hospital Cologne, Cologne, Germany Johan Lennerstrand/Midori Kjellin. Uppsala University, Uppsala, Sweden Tore Gutteberg/Hege Kileng. Tromsö University Hospital, Tromsö, NorwayMurat Sayan. Kocaeli University Faculty of Medicine, Kocaeli, Turkey Orna Mor. Sheba Medical Center, Ramat-Gan, Israel RJ de Knegt. University Medical Center, Rotterdam, the Netherlands Gary Wang/David Nelson/HCV TARGET. University of Florida College of Medicine, Gainesville, USA Milosz Parczewski. Pomeranian Medical University, Szczecin, Poland Tanya Applegate/Jason Grebely. The Kirby Institute, UNSW, Sydney, AustraliaAlnoor Ramji/Robert Mitchell. University of British Columbia, Vancouver, Canada Edward Tam. LAIR Centre, Vancouver, British Columbia, Canada Alex Wong. University of Saskatchewan, Saskatchewan, Canada Rohit Pai/Oscar Pereira. Island Health, Victoria, British Columbia, Canada Jordan Feld. Toronto Western Hospital Liver Center, Toronto, CanadaNathaniel Knight, British Columbia Centre for Excellence in HIV/AIDS, British Columbia, CanadaRichard Harrigan. University of British Columbia, British Columbia, Canada

This project is funded by Genome British Columbia, Canada, and British Columbia Centre for Excellence in HIV/AIDS, Canada

Page 3: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHAREDDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR

1

1. Pearlman BL et al. EASL 20172. Tsai, N et al. EASL 20173. Belperio PS et al. J. Hepatology 20184. Calleja JL Et al., J. Hepatology 2017;66:1138-48.

1 2

34

Page 4: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHARED An international collaboration of viral sequences, treatment histories, and health outcomes related to the hepatitis C virus

Surveillance of Hepatitis-C Antiviral Resistance, Epidemiology and MethoDologies

OBJECTIVES – a global resource to- Characterize resistance-associated substitutions (RAS) in

DAA failures- Develop resistance interpretation algorithm- Characterize rare genotypes- Provide relevant protocols, software, and literature

§ Resistance is frequent in virologic failures§ Single center approaches not sufficient

Page 5: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHAREDMETHOD• Sequences & associated data from 13 participating countries

• Consensus amino acid sequences generated with modified NucAmino program adapted from HIV1.

- cut-offs for variant mixes: 15-20% for Population Sequencing, and 5% for Next Generation Sequencing.

• Variants within NS3, NS5A, and NS5B as per 2018 EASL guidelines.NS3: 36, 41, 43, 54, 55, 56, 80, 122, 155, 156, 158, 168, 170NS5A: 24, 26, 28, 29, 30, 31, 32, 38, 58, 62, 92, 93NS5B (sofosbuvir): 159, 282, 314, 316, 320, 321 and NS5B (dasabuvir): 316, 368, 411, 414, 445, 448, 451, 553, 554, 555, 556, 557, 558, 559, 561, 565

1. Tzou et al. (2017) BMC bioinformatics 18:138

Page 6: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHARED

DCV + SOF +/-RBV14% GZR + EBR

+/- RBV2%

LDV + SOF +/- RBV

37%PAR + OMB +/-DAS +/- RBV

11%

SMV +SOF11%

VEL + SOF1%

Other 24%

GenderMale 564 (75%)Female 166 (22%)Unknown 18 (2%)

AgeMedian (range) 59 (22 – 87)

GenotypeGT 1a and others 292 (39%)GT 1b 252 (34%)GT 2 18 (2%)GT 3 97 (13%)GT 4 86 (11%)GT 6 3 (0.4%)

Cirrhosis StatusYes 300 (40%)No 217 (29%)Unknown 231 (31%)

Treatment HistoryTreatment Naïve 271 (36%)Treatment Experienced* 230 (31%)Unknown 247 (33%)

CHARACTERISTICS OF N=748 VIROLOGIC FAILURES

* >80% failed pegylated Interferon/ribavirin

Cohort Characteristics Number of Virologic Failures

Page 7: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHARED

560 subjects were treated with NS5AI-based regimens

NS5A MUTATIONS ARE VERY COMMON WITH NS5AIs

72

488

198175

6319 17 16

No RAS RASdetected

1 RAS 2 RAS 3 RAS 4 RAS 5 RAS >6 RAS

13%

87%

35%31%

11%3% 3% 3%

Perc

enta

ge o

f Vi

rolo

gic F

ailu

res Number of RAS after

treatment vs. Baseline

Number of Virologic Failures

(n = 66^)

More # RAS 32 (48%)

Same # RAS 28 (42%)

Fewer # RAS 6 (9%)

^patients with paired baseline and follow-up sequences.

NS5A gene

Page 8: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHAREDRAS SELECTION ALMOST CERTAIN AFTER PI+NS5AI FAILURE

232 patients were treated with PI-containing regimens

55

177

80

54

31

11 10 RAS RAS

detected1 RAS 2 RAS 3 RAS 4 RAS 5 RAS

Num

ber o

f Viro

logi

c Fai

lure

s

34%

23%

13%5% 0.4%

24%

76%

No RAS4%

PI & NS5A RAS40%

PI RAS only 9%

NS5A RAS only 47%

101 patients were treated with PI + NS5AI regimens

NS3 Gene

Page 9: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHAREDRAS PATTERNS ARE DISTINCT AMONG GENOTYPES; MANY ARE PREVALENT IN NATURAL ISOLATES

0%10%20%30%40%50%60%70%80%90%

100%

24 28 30 31 58 62 92 93

GT 1 (n = 355)GT 1a GT 1b

Viro

logi

c Fai

lure

with

Det

ecta

ble

RAS

NS5A Amino Acid Position

0%10%20%30%40%50%60%70%80%90%

100%

24 28 30 31 58 62 92 93

GT 3 (n = 89)

<2% in positions 26, 29, 32, 38* polymorphic

Hatched bars = variants existed in >10% natural isolates. Amino acid in red have reduced drug susceptibility in vitro

0%10%20%30%40%50%60%70%80%90%

100%

24 28 30 31 58 62 92 93

GT 2 (n = 11)

31M

24S

0%10%20%30%40%50%60%70%80%90%

100%

24 28 30 31 58 62 92 93

GT4

28M

30R62E

*

*

Page 10: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHAREDDISTINCT PATHWAYS TO RESISTANCE IN GT3

Y93H rarely paired with A30 mutations, and never with A30K

P = 0.001

P < 0.0001

Y93H Absent

Y93H Present

Total

A30any Absent 24 56 80

A30any Present 15 7 22

Total 39 63 102

Y93H Absent

Y93H Present

Total

A30K Absent 24 52 76

A30K Present 12 0 12

Total 36 52 88

An excerpt of GT3 DAA failures

Page 11: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHAREDNEW NS5A RAS OBSERVED IN “REAL-WORLD” DATA

RAS Not Listed

^these variants are present in >10% natural isolates

NS5A RAS not listed in the 2018 EASL Guidelines24 26 28 29 30 31 32 38 58 62 92 93

1a/1/1d Q/S Q/R L/T A M H C/G/H/D/L/P/N/Q/Y A/D/G/Q/S/T E1b R/S A A L/R/T E2 S^ D/S3 K/Q/T L/V H/Q/R H/D/Q/R/S A/E/I/L/M/P/Q/T^/S^/V A4 Q R M^/T C/F/Q/R^/S L/V A/T A/E^/N/Q/R/T C6 K^ M Q H E Y

0

50

100

150

200

250

300

24 26 28 29 30 31 32 38 58 62 92 93

Num

ber

of p

atie

nts

wit

h de

tect

able

RA

S

NS5A Amino Acid

EASL Listed 1a/1/1d 1b 2 3 4 6

Page 12: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

RARE GENOTYPES TEND TO SELECT MULTIPLE NS5A RAS AFTER DAA FAILURE SHARED

0

2

4

6

8

10

12

14

16

18

0 RAS 1 RAS 2 RAS 3 RAS 4 RAS 5 RAS 6 RAS

Num

ber o

f Vir

olog

ic F

ailu

res

1e 1g 2c 2i 3b 4b 4c 4d 4g 4o 4r

Genotype subtypes were derived from HCV sequence by BLAST and phylogenetic analysis with reference sequences obtained from GenBank*Patients were treated with OMB-, LDV-, EBR-, or DCV-containing regimens

Note: Some WT GT4 subtypes have diverse amino acids. The impact of resistance remains to be determined.

Genotype/Subtype No. of Patients*

1e 11g 22c 42i 13b 14b 14c 14d 184g 14o 14r 4

NS5A RAS

Page 13: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHAREDHIGH FREQUENCY OF S282T MUTATION IN GT4 FAILURES

526 patients received sofosbuvir-based regimens: 179 GT1a/1d, 198 GT1b, 12 GT2, 104 GT3, 31 GT4, 2 GT6

1.7% 0.6%

9.6%

1.5%

14.6%

1.0% 1.0%

2.9%

1.9%

2.9%22.6%

6.5%

3.2% 3.2%

159 282 314 316 320 321

GT1a GT1b GT3 GT4 • NS5B S282T rarely detected during

clinical development.

• S282T confers 2- to 18- fold

reduced drug susceptibility to

sofosbuvir in HCV replicons.

• 23% of all GT4 patients selected

S282T mutation after failing

sofosbuvir-containing regimens.

% V

iro

log

ic F

ail

ure

s w

ith

RA

S i

n r

esp

ecti

ve

ge

no

typ

es

NS5B Amino Acid

*

*3 patients had WST in the Sanger consensus sequence

Page 14: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHAREDNO SIGNIFICANT DIFFERENCE IN NS5A RAS FREQUENCY IN DIFFERENT PATIENT GROUPS

0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%

GT3_DAC

GT3_LDV

GT3_OMB

GT3_VEL

Cirrhotic

Non-cirrhosis

8 wk

12 wk

24 wk

RBV

No RBV

Tx Experienced

Tx Naïve

Percentage Virologic Failures with Detectable RAS

P < 0.05

68/75

8/13

5/56/6

163/192198/218

39/46165/187

39/49

130/150358/402

182/217149/174

Page 15: AASLD 2018 Final - Home | UBC Blogsblogs.ubc.ca/sharedhcv/files/2018/11/AASLD-2018_Final.pdfDIRECT-ACTING ANTIVIRALS (DAA) PROVIDE >95% SVR SHARED 1 1. Pearlman BL et al. EASL 2017

SHAREDCONCLUSIONS

§ Through international collaborations, SHARED provides an opportunity to conduct in-depth analyses for HCV drug resistance.

§ 80-90% of the DAA-failures have selected resistant viruses.• RAS patterns are unique among genotypes; many RAS are prevalent in

natural isolates. • New RAS were observed in real-world clinics.• “Rare genotypes” tend to select multiple RAS• 20% of the genotype 4 patients selected NS5B S282T after failing sofosbuvir-

containing regimens

§ Resistance data from non-GT1 and re-treatment are much needed!§ Interested to join SHARED? http://hcvdb.ubc.ca


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