Literature DB >> 25734146

Clinical Implications of Detectable Baseline Hepatitis C Virus-Genotype 1 NS3/4A-Protease Variants on the Efficacy of Boceprevir Combined With Peginterferon/Ribavirin.

John A Howe1, Jianmin Long1, Stuart Black1, Robert Chase1, Patricia McMonagle1, Stephanie Curry1, Seth Thompson1, Mark J DiNubile2, Anita Y M Howe1.   

Abstract

BACKGROUND: We analyzed the impact of pretreatment variants conferring boceprevir-resistance on sustained virologic response (SVR) rates achieved with boceprevir plus peginterferon-α/ribavirin (P/R) for hepatitis C virus (HCV)-genotype-1 infection.
METHODS: NS3-protease-polymorphisms emerging coincident with virologic failure on boceprevir/P/R regimens were identified as resistance-associated variants (RAVs). Baseline samples pooled from 6 phase II or phase III clinical trials were analyzed for RAVs by population sequencing. Interferon (IFN)-responsiveness was predefined as >1 log reduction in HCV-RNA level during the initial 4-week lead-in treatment with P/R before boceprevir was added. The effective boceprevir-concentration inhibiting RAV growth by 50% (EC50) was determined using a replicon assay relative to the wild-type referent.
RESULTS: Sequencing was performed in 2241 of 2353 patients (95.2%) treated with boceprevir. At baseline, RAVs were detected in 178 patients (7.9%), including 153 of 1498 genotype-1a infections (10.2%) and 25 of 742 genotype-1b infections (3.4%) (relative risk, 3.03; 95% confidence interval [CI], [2.01, 4.58]). For IFN-responders, SVR24 (SVR assessed 24 weeks after discontinuation of all study medications) rates were 78% and 76% with or without RAVs detected at baseline, respectively. For the 510 poor IFN-responders, SVR24 rates were 8 of 36 subjects (22.2% [11.7%, 38.1%]) when baseline RAVs were detected vs 174 of 474 subjects (36.7% [32.5%, 41.1%]) when baseline RAVs were not detected (relative likelihood of SVR24 [95% CI], 0.61 [0.32, 1.05]). Sustained virologic response was achieved in 7 of 8 (87.5%) IFN-nonresponders with baseline variants exhibiting ≤2-fold increased EC50 for boceprevir in a replicon assay, whereas only 1 of 15 (7%) IFN-nonresponders with baseline RAVs associated with ≥3-fold increased EC50 achieved SVR.
CONCLUSIONS: Baseline protease-variants appear to negatively impact SVR rates for boceprevir/P/R regimens only when associated with decreased boceprevir susceptibility in vitro after a poor IFN-response during the lead-in period.

Entities:  

Keywords:  RAVs; boceprevir; hepatitis C-genotype 1; resistance-associated variants

Year:  2014        PMID: 25734146      PMCID: PMC4281806          DOI: 10.1093/ofid/ofu078

Source DB:  PubMed          Journal:  Open Forum Infect Dis        ISSN: 2328-8957            Impact factor:   3.835


Drug resistance represents a new challenge to the fast-evolving therapy of chronic hepatitis C virus (HCV) [1-4]. Virologic failure during treatment with directly acting antiviral agents is often accompanied by the emergence of resistance-associated variants (RAVs) [5, 6]. The error-prone HCV RNA-polymerase generates quasi-species of genetically related viruses harboring minor genomic differences [7]. Polymorphic variants associated with decreased susceptibility to some drugs are likely already circulating at low levels in many patients, even before exposure to directly acting antiviral agents [8-11]. Resistance-associated variants may then become the dominant species under selective drug pressure when viral replication is inadequately suppressed [12, 13]. Boceprevir is a NS3/4A-protease inhibitor approved for treatment of HCV genotype-1 infection in combination with peginterferon-α/ribavirin (P/R). Boceprevir RAVs were (1) initially discovered in the NS3-protease gene after in vitro selection using HCV-replicon cell lines and (2) presumptively confirmed by sequencing the protease gene from viruses emerging in HCV-infected patients coincident with virologic failure on triple therapy with boceprevir plus P/R [4, 5]. These variants were subsequently shown to confer varying degrees of decreased susceptibility to boceprevir when introduced as amino acid substitutions into the recombinant NS3-protease enzyme or wild-type replicons. The common mutants have been mapped to their positions in the 3-dimensional structure of the NS3-protease active site and correlated with their effects on the enzymatic properties of the NS3/4A-protease and the magnitude of resistance conferred in replicon assays. Although RAVs have been well characterized in vitro, their full therapeutic ramifications are still inadequately understood [1, 3, 13–15]. The objective of the current pooled analysis of the clinical trial database was to assess the impact of preexisting variants on treatment outcomes in subjects treated with boceprevir plus P/R. The primary question was if or when did detection of RAVs at baseline predict a high likelihood of treatment failure. In particular, we sought to determine whether baseline RAVs at levels detectable by population sequencing (∼20% of circulating quasi-species) were associated with treatment failure and whether interferon-responsiveness was a critical cofactor in any relationship between baseline RAVs and SVR. Although the current analysis focused on boceprevir, these data can help inform how baseline variants might impact the efficacy of newer antiviral regimens, including or exclusively consisting of directly acting agents against HCV.

METHODS

Study Design

Data were gathered from 6 clinical trials (including 1 phase II study [P03523] and 5 phase III studies [P05101, P05216, P05411, P05685, and P06086]) conducted in treatment-naive and treatment-experienced patients with HCV-genotype 1 infection, comparing the then standard P/R therapy to treatment regimens that added boceprevir after an initial 4-week lead-in period with P/R alone [16-21]. Interferon responsiveness was defined per protocol as >1 log reduction in HCV-RNA level during the initial 4-week treatment with P/R before boceprevir was added. Patients exposed to a directly acting antiviral agent were ineligible. Futility rules were prespecified per the protocols; patients in whom study therapy was stopped for futility were considered virologic failures. Circulating viral quasi-species in plasma specimens obtained at baseline and at the time of virologic failure were to undergo population sequencing with a detection limit for variants of ∼20% prevalence [22]. IL28B genotype (r12979860) was determined using the Illumina BeadChip Technology (San Diego, CA) in 4 studies. Only patients treated with ≥1 dose of boceprevir were eligible for the current analyses.

Viral and Resistance Assays

Plasma HCV-RNA levels were measured by the TaqMan 2.0 assay (Roche Diagnostics, Branchburg, NJ) with lower limits of quantification of 25 IU/mL and lower limits of detection of 9.3 IU/mL. To assess genotypic variation at baseline or at virologic failure, the NS3/4A gene was amplified from samples with RNA levels ≥1000 IU/mL using reverse transcription-polymerase chain reaction, followed by population sequencing of the NS3-protease region (amino acid residues 1–181) [23]. Resultant amino acid sequences were compared with wild-type HCV genotype 1a (H77) or 1b (Con1) reference sequences. Amino acid substitutions at 11 loci (V36A/M, T54A/C/G/S, V55A/I, V107I, R155C/K/T, A156S/T/V, V158I, D168N, I170A/F/T/V, V170A/F/T, and M175L) alone or in combination were considered to represent RAVs irrespective of genotype-1 subtype because these variants commonly emerged coincident with virologic failure in patients treated with boceprevir/P/R in the pivotal trials. In phenotypic analyses to measure the antiviral potency of boceprevir against RAVs, genotype-1a (H77) and genotype-1b (Con 1) replicon and enzyme constructs were engineered to incorporate NS3-mutations. Stable subgenomic replicons expressing NS3 mutants were constructed in Huh-7 cells. Fold shift in boceprevir susceptibility for each variant replicon was expressed relative to the effective concentration inhibiting viral growth by 50% (EC50) for the subtype-specific wild-type replicon. Boceprevir inhibitory activity against recombinant NS3-enzymes was tested with a chromogenic assay. Inhibition constants from 4 to 8 experiments using a single clone for each variant (Ki*) were averaged, and the fold change in boceprevir susceptibility was expressed relative to the wild-type Ki*.

RESULTS

Subject Accounting and Baseline Characteristics

Population NS3-sequence data were obtained at baseline from 2241 of 2352 (95.3%) boceprevir recipients, including 1498 of 1571 (95.4%) with genotype-1a infections and 742 of 756 (98.1%) with genotype-1b infections. Baseline characteristics were generally similar in patients with or without baseline RAVs, except that genotype 1a infections were disproportionately represented among the RAVs (Table 1). At baseline, no RAVs were detected by population sequencing in 2063 of 2241 (92%) of patients. Baseline RAVs were identified in 178 of 2241 (7.9%) patients at 8 positions (V36, T54, V55, V107, R155, V158, I170, and M175) of the 11 defined boceprevir resistance-associated NS3-loci. Resistance-associated variants were found in 153 of 1498 (10.2%) patients with genotype-1a virus and in 25 of 742 (3.4%) patients with genotype-1b virus (relative risk of detected RAV at baseline [95% confidence interval] = 3.03 [2.01, 4.58]). In genotype-1a infections, the most common substitutions were I170V, V55A, T54S, and V55I; in genotype-1b infections, the most common substitutions were T54S, V55A, and V107I (Figure 1). No other substitution occurred in ≥10% of cases. The large majority of boceprevir recipients included in our analysis population were treatment-naive at study entry: 1906 of 2352 patients (81.0%) overall, including 159 of 178 patients (89.3%) with RAVs detected at baseline, and 1652 of 2063 patients (80.1.3%) without RAVs detected at baseline. No patient had received a direct-acting antiviral drug before enrollment.
Table 1.

Baseline Characteristics and Study Outcomes by Presence or Absence of Baseline RAVs

Baseline RAVsNo Baseline RAVsNot Sequenced
N = 178N = 2063N = 111
Median age, years [range]50 [22, 68]51 [18, 76]50 [21, 70]
Gender, n (%)
 Female81 (45.5)923 (44.7)49 (44.1)
 Male97 (54.5)1140 (55.3)62 (55.9)
Self-identified Race, n (%)
 White158 (88.8)1662 (80.6)96 (86.5)
 Black14 (7.9)337 (16.3)8 (7.2)
 Asian3 (1.7)30 (1.5)6 (5.4)
 Other or mixed3 (1.7)34 (1.6)1 (0.9)
Region, n (%)
 Europe23 (12.9)421 (20.4)27 (24.3)
 North America153 (86.0)1617 (78.4)84 (75.7)
 South America2 (1.1)25 (1.2)0 (0.0)
HCV subtype, n (%)
 1a153 (86.0)1345 (65.2)73 (65.8)
 1b25 (14.0)717 (34.8)14 (12.6)
 Other0 (0.0)1 (0.0)24 (21.6)
HCV-RNA level at entry, n (%)
 ≤400 000 IU/mL20 (11.2)153 (7.4)17 (15.3)
 >400 000 to ≤800 000 IU/mL16 (9.0)142 (6.9)14 (12.6)
 >800 000 IU/mL142 (79.8)1768 (85.7)80 (72.1)
METAVIR score, n (%)
 F0, F1 or F2 (or unknown)155 (87.1)1831 (88.8)102 (88.8)
 F3 or F423 (8.7)232 (11.2)9 (8.1)
IL28B genotype, n (%)
 CC48 (27.0)361 (17.5)20 (18.0)
 CT52 (29.2)672 (32.6)28 (25.2)
 TT13 (7.3)232 (11.2)8 (7.2)
 Unknown65 (36.5)798 (38.7)55 (49.5)
Prior treatment historya, n (%)
 Naive159 (89.3)1652 (80.1)95 (85.6)
 Incomplete response to P/R11 (6.2)322 (16.1)12 (10.8)
 Relapse after P/R8 (4.5)79 (3.8)4 (3.6)
Study endpoint
 SVR24115 (64.6)1326 (64.3)84 (75.7)
 All-cause failure (non-SVR24)63 (35.4)737 (35.7)27 (24.3)
  Virologic failureb39 (21.9)501 (24.3)16 (14.4)
  Nonvirologic failurec24 (12.4)236 (11.4)11 (9.9)

Abbreviations: HCV, hepatitis C virus; P/R, peginterferon alfa plus ribavirin; RAV, resistance-associated variant; SVR24, sustained virologic response assessed 24 weeks after discontinuation of all study medications.

a No patient had received a directly acting antiviral agent of any class before enrollment.

b Virologic failure encompasses incomplete response (including discontinuation for futility and lack of efficacy), breakthrough, and relapse.

c Nonvirologic failure includes all non-SVR24 not due to virologic failure.

Figure 1.

Frequency and distribution of specific amino acid substitutions among the 178 patients with RAVs detected by population sequencing at baseline. Results are shown separately for genotype-1a and genotype-1b variants. Abbreviations: GT, genotype; RAV, resistance-associated variant.

Baseline Characteristics and Study Outcomes by Presence or Absence of Baseline RAVs Abbreviations: HCV, hepatitis C virus; P/R, peginterferon alfa plus ribavirin; RAV, resistance-associated variant; SVR24, sustained virologic response assessed 24 weeks after discontinuation of all study medications. a No patient had received a directly acting antiviral agent of any class before enrollment. b Virologic failure encompasses incomplete response (including discontinuation for futility and lack of efficacy), breakthrough, and relapse. c Nonvirologic failure includes all non-SVR24 not due to virologic failure. Frequency and distribution of specific amino acid substitutions among the 178 patients with RAVs detected by population sequencing at baseline. Results are shown separately for genotype-1a and genotype-1b variants. Abbreviations: GT, genotype; RAV, resistance-associated variant.

Phenotypic Susceptibilities of Detected Boceprevir Resistance-Associated Variants

The effects of RAVs identified at baseline on boceprevir activity were tested in genotype-1a and genotype-1b replicon cell lines, as well as using recombinant NS3-enzymes containing the substituted amino acid, and expressed relative to the wild-type referent (Table 2). Inhibition of enzyme activity was sometimes discordant with the replicon susceptibility for several variants. V55I and V107I in genotype-1a replicons did not result in decreased boceprevir sensitivity, but these substitutions caused 12-fold and 2-fold reductions, respectively, in the enzyme inhibition. V107I in the genotype 1b replicon and I170V in the genotype 1a replicon decreased boceprevir susceptibility by 2-fold but did not reduce enzyme inhibition. Boceprevir activity against all other tested variants was ≥2-fold less than against the wild-type comparator in both assay systems. Genotype-1a or genotype-1b replicons harboring V36M, T54A/S, R155K, or V55A were ≥3-fold less susceptible to boceprevir than wild-type virus, as were genotype-1b replicons with V158I or M175L.
Table 2.

In Vitro Activity of Boceprevir Against Variants Detected at Baseline Relative to Wild-Type Virus Using Replicon and Enzyme Assays

V36MT54AT54SV55AV55IV107IR155KV158II170VM175L
Fold Shift (RAV EC50/Wild-Type EC50)
 Replicon
  GT 1a433411622na
  GT 1b46542255na3
Fold Shift (RAV Ki*/Wild-Type Ki*)
 Enzyme
  GT 1a2732122421na
  GT 1b2424714ndnand

Abbreviations: EC50, effective concentration 50%; GT, genotype; Ki*, inhibition constant from 4 to 8 experiments using a single clone for each variant; na, not applicable because the specified substitution is not commonly found in that particular HCV-genotype; nd, not done; RAV, resistance-associated variant.

In Vitro Activity of Boceprevir Against Variants Detected at Baseline Relative to Wild-Type Virus Using Replicon and Enzyme Assays Abbreviations: EC50, effective concentration 50%; GT, genotype; Ki*, inhibition constant from 4 to 8 experiments using a single clone for each variant; na, not applicable because the specified substitution is not commonly found in that particular HCV-genotype; nd, not done; RAV, resistance-associated variant.

Pretreatment Variants and Subsequent Virologic Failure

Among boceprevir recipients, SVR24 (SVR assessed 24 weeks after discontinuation of all study medications) rates were 64.3% (1326 of 2063) when baseline RAVs were not detected and 64.6% (115 of 178) when baseline RAVs were detected. A total of 39 (61.9%) of the 63 patients with baseline RAVs who did not achieve SVR24 experienced virologic failure, including 15 patients who also had RAVs at the time of failure and during follow-up (Table 3). In 13 of the 15 patients, a single RAV containing T54S (n = 1), V55A (n = 5), V55I (n = 1), R155K (n = 1), or I170V (n = 5) was found after virologic failure. Multiple polymorphisms containing V36M, R155K, and I170V (n = 1) or T54S and V55I (n = 1) were detected in the other 2 patients after virologic failure. Among the 5 patients with the single V55A RAV detected at baseline, 3 patients had only V55A detected subsequent to virologic failure, whereas V55A with V36M or V55A with V36L and V158I were identified in 1 patient each after virologic failure. Of the 5 patients with I170V at baseline, none had this variant detected after virologic failure, although V55A (n = 1), A156S (n = 1), A156T (n = 1), or V36M and R155K (n = 2) were found at failure. The patients with either V55I or T54S variants at baseline failed with V36M and V55I or Q41H and T54S, respectively. The only patient with an isolated baseline R155K variant failed with this variant alone, but V36M with R155K was later detected during follow-up.
Table 3.

Comparison of RAVs at Baseline With RAVs After Virologic Failure in Individual Patientsa

PatientHCV GenotypeLead-in P/R ResponseType of Virologic FailureSample dayBoceprevir RAVs
11aNoNonresponse0V36M, R155K, I170V
57V36M, R155K
92V36M, R155K
113V36M, R155K
506V36M, R155K
21aNoNonresponse0T54S, V55I
56T54S, V55I
502T54S, V55I
31aYesRelapse0V55A
508V55A
41aNoNonresponse0V55A
57V55A
169V36M, V55A
508V36M, V55A
51aYesNonresponse0V55A
203V36L, V55A, V158I
511V36L, V55A
61aNoIncomplete response0V55A
137V55A, R155K
523V55A, R155K
71aNoNonresponse0V55A
59V55A
109V55A, R155K/T
549V55A
81aYesRelapse0V55I
414V36M, V55I
512V36M, V55I
91aNoRelapse0R155K
71R155K
365V36M, R155K
505V36M, R155K
101aNoNonresponse0I170V
225A156S
526A156S
111aNoNonresponse0I170V
225V36M, R155K
121aNoRelapse0I170V
505V55A
131aNoIncomplete response0I170V
71V36M, R155K
99V36M, R155K
265V36M, R155K
141aNoIncomplete response0I170V
56A156T
84V36M, R155K, A156S, V158I
95V36M, R155K, A156S, V158I
151bYesRelapse0T54S
445Q41H, T54S

Abbreviations: HCV, hepatitis C virus; P/R, peginterferon alfa plus ribavirin; RAV, resistance-associated variant.

a Day 0 indicates samples obtained at baseline. Lead-in refers to the first 4 weeks of P/R therapy before boceprevir was added.

Comparison of RAVs at Baseline With RAVs After Virologic Failure in Individual Patientsa Abbreviations: HCV, hepatitis C virus; P/R, peginterferon alfa plus ribavirin; RAV, resistance-associated variant. a Day 0 indicates samples obtained at baseline. Lead-in refers to the first 4 weeks of P/R therapy before boceprevir was added.

Interaction of Pretreatment Variant With IL28B Genotype and Interferon Responsiveness

In our analysis, 78% of boceprevir recipients with the CC genotype achieved SVR24 compared with 64% for patients with either the CT or TT genotype. The SVR24 rates were generally similar for CC and non-CC subjects irrespective of the presence of detected RAVs at baseline (Table 4).
Table 4.

SVR24 Rates in Patients With and Without Baseline RAVs by (A) IL28B Genotype (CC vs CT/TT) at the End of the 4-Week Lead-in Treatment Period With P/R Before Boceprevir Was Added

CC (N = 409)
Non-CC (N = 969)
Patients (n/m)SVR RatePatients (n/m)SVR Rate
IL28B Genotype
 Subjects without baseline RAVs (N = 1265)282/36178%571/90463%
 Subjects with baseline RAVs (N = 113)36/4875%43/6566%

Abbreviations: N, number of patients in the category evaluable for the SVR analysis of RAVs x IL28B genotype; n/m, number of patients with SVR/number of patients satisfying the characteristics for the specified cell; P/R, peginterferon alfa plus ribavirin; RAV, resistance-associated variant; SVR, sustained virologic response. SVR24, sustained virologic response assessed 24 weeks after discontinuation of all study medications.

SVR24 Rates in Patients With and Without Baseline RAVs by (A) IL28B Genotype (CC vs CT/TT) at the End of the 4-Week Lead-in Treatment Period With P/R Before Boceprevir Was Added Abbreviations: N, number of patients in the category evaluable for the SVR analysis of RAVs x IL28B genotype; n/m, number of patients with SVR/number of patients satisfying the characteristics for the specified cell; P/R, peginterferon alfa plus ribavirin; RAV, resistance-associated variant; SVR, sustained virologic response. SVR24, sustained virologic response assessed 24 weeks after discontinuation of all study medications. For interferon-responders during the lead-in treatment period with P/R before the addition of boceprevir, respective SVR24 rates with boceprevir regimens were 76% and 78% for patients with or without RAVs detected at baseline (Table 5). Of the 510 subjects with poor interferon-responses, SVR24 rates were 8 of 36 patients (22.2% [11.7%, 38.1%]) when baseline RAVs were detected vs 174 of 474 patients (36.7% [32.5%, 41.1%]) when baseline RAVs were not detected (relative likelihood of SVR24 [95% confidence interval, 0.61; 0.32, 1.05]). SVR24 was achieved in 7 of 8 (87.5%) interferon-nonresponders with baseline variants exhibiting ≤2-fold increased EC90 for boceprevir in a replicon assay. In contrast, only 1 of 15 (6.7%) interferon-nonresponders with a baseline RAV associated with ≥3-fold increased EC50, which contained an isolated V55A substitution, achieved SVR.
Table 5.

Interferon Response (>1 Log Reduction From Baseline HCV-RNA Level) at the End of the 4-Week Lead-in Treatment Period With P/R Before Boceprevir Was Added

Interferon Responders (N = 1447)
Interferon Nonresponders (N = 510)
Patients (n/m)SVR RatePatients (n/m)SVR Rate
Interferon Responsiveness
 Subjects without baseline RAVs (N = 1822)1009/132776%174/47437%
 Subjects with baseline RAVs (N = 158)94/12078%8/3622%

Abbreviations: HCV, hepatitis C virus; N, number of patients in the category evaluable for the SVR analysis of RAVs x interferon responsiveness; n/m, number of patients with SVR/number of patients satisfying the characteristics for the specified cell; P/R, peginterferon alfa plus ribavirin; RAV, resistance-associated variant; SVR, sustained virologic response. SVR24, sustained virologic response assessed 24 weeks after discontinuation of all study medications.

Interferon Response (>1 Log Reduction From Baseline HCV-RNA Level) at the End of the 4-Week Lead-in Treatment Period With P/R Before Boceprevir Was Added Abbreviations: HCV, hepatitis C virus; N, number of patients in the category evaluable for the SVR analysis of RAVs x interferon responsiveness; n/m, number of patients with SVR/number of patients satisfying the characteristics for the specified cell; P/R, peginterferon alfa plus ribavirin; RAV, resistance-associated variant; SVR, sustained virologic response. SVR24, sustained virologic response assessed 24 weeks after discontinuation of all study medications.

DISCUSSION

In this pooled analysis of 6 phase II and III studies, baseline RAVs were detected by standard population sequencing in ∼8% of patients overall and were 3-fold more prevalent in genotype 1a than genotype 1b infections. Hepatitis C virus genotype 1b has a higher genetic barrier to drug resistance than genotype 1a [9, 13, 24, 25]. The most common baseline RAVs were I170V, V55A, T54S, and V55I in genotype-1a infections and T54S, V55A, and V107I in genotype-1b infections. Our findings regarding the frequencies and implications of baseline variants with reduced susceptibility to protease inhibitors are generally consistent with earlier reports in the literature [10, 11]. The overall SVR rate of ∼65% was not compromised among boceprevir recipients with RAVs detected at baseline. For interferon-responders, SVR24 rates were 78% with RAVs and 76% without RAVS at baseline. In contrast, for the 510 subjects with poor interferon-responses, SVR24 rates were 22% when baseline RAVs were detected vs 37% when baseline RAVs were not detected. Only 1 of 8 interferon-nonresponders with baseline RAVs conferring ≥3-fold decrease in boceprevir susceptibility in vitro achieved SVR. In contrast to the empiric demonstration of interferon-responsiveness during the lead-in period, the IL28B genotype (a marker of interferon responsiveness) did not influence SVR results as a function of the presence or absence of baseline RAVs. Not all baseline and emergent HCV-protease variants will actually confer clinically meaningful drug resistance. Before interpretive guidelines for genotypic resistance testing can be established for a given drug, RAVs must be distinguished from therapeutically inconsequential polymorphisms based on extensive clinical correlation. Phenotypic resistance testing using our replicon and enzyme assays did not always yield concordant results. For the purposes of the current analysis, NS3-protease polymorphisms emerging coincident with virologic failure in patients treated with boceprevir/P/R regimens were considered to represent RAVs. When accompanied by poor responses to P/R, the baseline polymorphisms among these variants conferring relatively high levels of boceprevir resistance in vitro predicted failure to achieve SVR, presumably because boceprevir plus P/R approximates functional monotherapy under these conditions. Our pooled analysis has several noteworthy limitations. The study was retrospective and encompassed 6 different protocols. By missing minor variants, population-based sequencing as used here likely underestimated the frequency of potentially relevant RAVs [22]. Although the lessons may be generalizable to other treatment paradigms, interferon-based regimens are being phased out [26, 27]. At least in the developed world, boceprevir use is rapidly diminishing in favor of other directly acting antiviral drug combinations that achieve SVR rates exceeding 90% [26-28]. The prognostic utility of baseline resistance testing requires continued scrutiny as the use of different classes of directly acting antiviral agents for chronic HCV infection becomes increasingly widespread. In addition to the infecting HCV-genotype, a recent history of failure on an interferon-sparing regimen may affect the probability of detecting drug-specific or class-wide RAVs at a given point in time. Because combination therapy is universally recommended, baseline variants might not impact outcome unless abundant RAVs, high-level resistance, poor interferon-responsiveness, cross-resistance to other coadministered antiviral agents, and/or erratic compliance with an unforgiving regimen are concurrently present. In our pooled analysis using clinically relevant outcomes, baseline NS3-protease-variants negatively impacted SVR rates in patients treated with boceprevir/P/R regimens most when associated with decreased susceptibility to boceprevir in vitro coupled with a poor interferon response during the lead-in period. As the number of directly acting antiviral agents expands, these data may instruct clinicians about general principles underlying the interpretation of resistance testing in selecting combination regimens to treat individual patients.
  27 in total

1.  Analysis of boceprevir resistance associated amino acid variants (RAVs) in two phase 3 boceprevir clinical studies.

Authors:  Richard J O Barnard; John A Howe; Robert A Ogert; Stefan Zeuzem; Fred Poordad; Stuart C Gordon; Robert Ralston; Xiao Tong; Vilma Sniukiene; Julie Strizki; Desmond Ryan; Jianmin Long; Ping Qiu; Clifford A Brass; Janice Albrecht; Margaret Burroughs; Scott Vuocolo; Daria J Hazuda
Journal:  Virology       Date:  2013-07-19       Impact factor: 3.616

2.  Sequence analysis of hepatitis C virus from patients with relapse after a sustained virological response: relapse or reinfection?

Authors:  Koji Hara; Maria M Rivera; Christopher Koh; Mary Demino; Sandra Page; Pothu Raju Nagabhyru; Barbara Rehermann; T Jake Liang; Jay H Hoofnagle; Theo Heller
Journal:  J Infect Dis       Date:  2013-10-14       Impact factor: 5.226

3.  Rapid emergence of protease inhibitor resistance in hepatitis C virus.

Authors:  Libin Rong; Harel Dahari; Ruy M Ribeiro; Alan S Perelson
Journal:  Sci Transl Med       Date:  2010-05-05       Impact factor: 17.956

4.  Naturally occurring hepatitis C virus (HCV) NS3/4A protease inhibitor resistance-related mutations in HCV genotype 1-infected subjects in Italy.

Authors:  Ilaria Vicenti; Andrea Rosi; Francesco Saladini; Genny Meini; Francesco Pippi; Barbara Rossetti; Letizia Sidella; Simona Di Giambenedetto; Paolo Almi; Andrea De Luca; Cinzia Caudai; Maurizio Zazzi
Journal:  J Antimicrob Chemother       Date:  2012-01-18       Impact factor: 5.790

5.  Dynamic hepatitis C virus genotypic and phenotypic changes in patients treated with the protease inhibitor telaprevir.

Authors:  Christoph Sarrazin; Tara L Kieffer; Doug Bartels; Brian Hanzelka; Ute Müh; Martin Welker; Dennis Wincheringer; Yi Zhou; Hui-May Chu; Chao Lin; Christine Weegink; Henk Reesink; Stefan Zeuzem; Ann D Kwong
Journal:  Gastroenterology       Date:  2007-02-21       Impact factor: 22.682

Review 6.  Clinical relevance of HCV antiviral drug resistance.

Authors:  C Welsch; S Zeuzem
Journal:  Curr Opin Virol       Date:  2012-09-21       Impact factor: 7.090

7.  Effects of ribavirin dose reduction vs erythropoietin for boceprevir-related anemia in patients with chronic hepatitis C virus genotype 1 infection--a randomized trial.

Authors:  Fred Poordad; Eric Lawitz; K Rajender Reddy; Nezam H Afdhal; Christophe Hézode; Stefan Zeuzem; Samuel S Lee; Jose Luis Calleja; Robert S Brown; Antonio Craxi; Heiner Wedemeyer; Lisa Nyberg; David R Nelson; Lorenzo Rossaro; Luis Balart; Timothy R Morgan; Bruce R Bacon; Steven L Flamm; Kris V Kowdley; Weiping Deng; Kenneth J Koury; Lisa D Pedicone; Frank J Dutko; Margaret H Burroughs; Katia Alves; Janice Wahl; Clifford A Brass; Janice K Albrecht; Mark S Sulkowski
Journal:  Gastroenterology       Date:  2013-08-04       Impact factor: 22.682

Review 8.  Hepatitis C virus protease inhibitor-resistance mutations: our experience and review.

Authors:  Shuang Wu; Tatsuo Kanda; Shingo Nakamoto; Fumio Imazeki; Osamu Yokosuka
Journal:  World J Gastroenterol       Date:  2013-12-21       Impact factor: 5.742

9.  Hepatitis C virus variants with decreased sensitivity to direct-acting antivirals (DAAs) were rarely observed in DAA-naive patients prior to treatment.

Authors:  Doug J Bartels; James C Sullivan; Eileen Z Zhang; Ann M Tigges; Jennifer L Dorrian; Sandra De Meyer; Darin Takemoto; Elizabeth Dondero; Ann D Kwong; Gaston Picchio; Tara L Kieffer
Journal:  J Virol       Date:  2012-11-14       Impact factor: 5.103

10.  HCV genotypes are differently prone to the development of resistance to linear and macrocyclic protease inhibitors.

Authors:  Valeria Cento; Carmen Mirabelli; Romina Salpini; Salvatore Dimonte; Anna Artese; Giosuè Costa; Fabio Mercurio; Valentina Svicher; Lucia Parrotta; Ada Bertoli; Marco Ciotti; Daniele Di Paolo; Cesare Sarrecchia; Massimo Andreoni; Stefano Alcaro; Mario Angelico; Carlo Federico Perno; Francesca Ceccherini-Silberstein
Journal:  PLoS One       Date:  2012-07-06       Impact factor: 3.240

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  11 in total

1.  Evaluating the Role of Cellular Immune Responses in the Emergence of HCV NS3 Resistance Mutations During Protease Inhibitor Therapy.

Authors:  Enass A Abdel-Hameed; Susan D Rouster; Hong Ji; Ashley Ulm; Helal F Hetta; Nadeem Anwar; Kenneth E Sherman; Mohamed Tarek M Shata
Journal:  Viral Immunol       Date:  2016-02-17       Impact factor: 2.257

Review 2.  State of the Art, Unresolved Issues, and Future Research Directions in the Fight against Hepatitis C Virus: Perspectives for Screening, Diagnostics of Resistances, and Immunization.

Authors:  Cecilia Trucchi; Andrea Orsi; Cristiano Alicino; Laura Sticchi; Giancarlo Icardi; Filippo Ansaldi
Journal:  J Immunol Res       Date:  2016-10-24       Impact factor: 4.818

3.  Naturally occurring drug resistance associated variants to hepatitis C virus direct-acting antiviral agents in treatment-naive HCV genotype 1b-infected patients in China.

Authors:  Zhanyi Li; Ying Zhang; Ying Liu; Xiaoqiong Shao; QiuMin Luo; Qingxian Cai; Zhixin Zhao
Journal:  Medicine (Baltimore)       Date:  2017-05       Impact factor: 1.889

4.  Dissection of two drug-targeted regions of Hepatitis C virus subtype 4a infecting Egyptian patients.

Authors:  Radwa R El-Tahan; Ahmed M Ghoneim; Hosam Zaghloul
Journal:  Virus Genes       Date:  2020-06-22       Impact factor: 2.332

5.  No correspondence between resistance mutations in the HCV-NS3 protease at baseline and early telaprevir-based triple therapy.

Authors:  Luísa Hoffmann; Débora Souza Faffe; Jennifer Fróes Cruz Lima; Thayanna Araujo Capitanio; Bianca Catarina Azeredo Cabral; Turán Péter Ürményi; Henrique Sergio Moraes Coelho; Edson Rondinelli; Cristiane Alves Villela-Nogueira; Rosane Silva
Journal:  BBA Clin       Date:  2015-01-30

6.  Investigation of NS3 Protease Resistance-Associated Variants and Phenotypes for the Prediction of Treatment Response to HCV Triple Therapy.

Authors:  Julia Dietz; Daniel Rupp; Simone Susser; Johannes Vermehren; Kai-Henrik Peiffer; Natalie Filmann; Dimitra Bon; Thomas Kuntzen; Stefan Mauss; Georgios Grammatikos; Dany Perner; Caterina Berkowski; Eva Herrmann; Stefan Zeuzem; Ralf Bartenschlager; Christoph Sarrazin
Journal:  PLoS One       Date:  2016-06-09       Impact factor: 3.240

7.  The Role of Hepatitis C Virus Core Antigen Testing in the Era of Direct Acting Antiviral Therapies: What We Can Learn from the Protease Inhibitors.

Authors:  Linh Thuy Nguyen; Emma Gray; Aisling O'Leary; Michael Carr; Cillian F De Gascun
Journal:  PLoS One       Date:  2016-10-06       Impact factor: 3.240

8.  Prevalence of HCV NS3 pre-treatment resistance associated amino acid variants within a Scottish cohort.

Authors:  Samantha J Shepherd; Tamer Abdelrahman; Alasdair R MacLean; Emma C Thomson; Celia Aitken; Rory N Gunson
Journal:  J Clin Virol       Date:  2015-02-09       Impact factor: 3.168

9.  Modelling how responsiveness to interferon improves interferon-free treatment of hepatitis C virus infection.

Authors:  Vishnu Venugopal; Pranesh Padmanabhan; Rubesh Raja; Narendra M Dixit
Journal:  PLoS Comput Biol       Date:  2018-07-12       Impact factor: 4.475

10.  Naturally Occurring Resistance-Associated Variants to Hepatitis C Virus Direct-Acting Antiviral Agents in Treatment-Naive HCV Genotype 6a-Infected Patients.

Authors:  Zhanyi Li; Ying Liu; Ying Zhang; Xiaoqiong Shao; Qiumin Luo; Xiaoyan Guo; Guoli Lin; Qingxian Cai; Zhixin Zhao; Yutian Chong
Journal:  Biomed Res Int       Date:  2017-10-15       Impact factor: 3.411

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