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Research

Model-based projection of health and economic effects of screening for hepatitis C in Canada

William W.L. Wong, Aysegul Erman, Jordan J. Feld and Murray Krahn
August 29, 2017 5 (3) E662-E672; DOI: https://doi.org/10.9778/cmajo.20170048
William W.L. Wong
School of Pharmacy (Wong), University of Waterloo, Kitchener, Ont.; Toronto Health Economics and Technology Assessment Collaborative (Wong, Erman, Krahn), Leslie Dan Faculty of Pharmacy and Toronto Centre for Liver Disease (Feld), University Health Network, University of Toronto, Toronto, Ont.
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Aysegul Erman
School of Pharmacy (Wong), University of Waterloo, Kitchener, Ont.; Toronto Health Economics and Technology Assessment Collaborative (Wong, Erman, Krahn), Leslie Dan Faculty of Pharmacy and Toronto Centre for Liver Disease (Feld), University Health Network, University of Toronto, Toronto, Ont.
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Jordan J. Feld
School of Pharmacy (Wong), University of Waterloo, Kitchener, Ont.; Toronto Health Economics and Technology Assessment Collaborative (Wong, Erman, Krahn), Leslie Dan Faculty of Pharmacy and Toronto Centre for Liver Disease (Feld), University Health Network, University of Toronto, Toronto, Ont.
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Murray Krahn
School of Pharmacy (Wong), University of Waterloo, Kitchener, Ont.; Toronto Health Economics and Technology Assessment Collaborative (Wong, Erman, Krahn), Leslie Dan Faculty of Pharmacy and Toronto Centre for Liver Disease (Feld), University Health Network, University of Toronto, Toronto, Ont.
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Figures

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  • Figure 1
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    Figure 1

    State-transition model of hepatitis C virus (HCV) infection and progression. See Appendix 1, Supplementary Figure 1 for details of set of health states. Note: F0 = no fibrosis, F1 = portal fibrosis without septa, F2 = portal fibrosis with rare septa, F3 = numerous septa without cirrhosis, F4 = cirrhosis, SVR = sustained virologic response.

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    Figure 2

    Health events per 100 000 people screened accumulated over time for scenario 1, asymptomatic people not at high risk for hepatitis C virus (HCV) infection. Note: DAA = direct-acting antiviral, DC = decompensated cirrhosis, HCC = hepatocellular carcinoma.

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    Figure 3

    Health events per 100 000 people screened accumulated over time for scenario 2, immigrant populations with high prevalence. Note: DAA = direct-acting antiviral, DC = decompensated cirrhosis, HCC = hepatocellular carcinoma, HCV = hepatitis C virus.

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    Figure 4

    Health events per 100 000 people screened accumulated over time for scenario 3, specific birth cohort (25-64 yr of age). Note: DAA = direct-acting antiviral, DC = decompensated cirrhosis, HCC = hepatocellular carcinoma, HCV = hepatitis C virus.

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    Figure 5

    Health events per 100 000 people screened accumulated over time for scenario 4, specific birth cohort (45-64 yr of age). Note: DAA = direct-acting antiviral, DC = decompensated cirrhosis, HCC = hepatocellular carcinoma, HCV = hepatitis C virus.

Tables

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    Table 1: Definition of cohorts under consideration for screening for HCV infection8
    CohortDefinition
    Asymptomatic people not at high risk for HCV infectionNon-Aboriginal, nonimmigrant asymptomatic people (not suspected of having HCV infection) aged 15-79 yr living in Canada
    Immigrant populations with high prevalencePeople aged 15-79 yr granted the right to live in Canada permanently (including all landed immigrants, permanent residents, refugees and granted Canadian citizens); excludes those born outside Canada who are Canadian citizens by birth
    Specific birth cohort (25-64 yr)People aged 25-64 yr living in Canada
    Specific birth cohort (45-64 yr)People aged 45-64 yr living in Canada

    Note: HCV = hepatitis C virus.

      • View popup
      Table 2: New key parameters used in the model
      ParameterScenario
      1. Asymptomatic people not at high risk for HCV infection2. Immigrant populations with high prevalence3. Specific birth cohort (25-64 yr)4. Specific birth cohort (45-64 yr)
      Cost of dasabuvir plus ombitasvir-paritaprevir-ritonavir, $955 86055 86055 86055 860
      Cost of ledipasvir plus sofosbuvir, $967 00067 00067 00067 000
      Cost of pegylated interferon-ribavirin, $919 07519 07519 07519 075
      Prevalence of HCV infection (range)0.2 (0.10-0.30)31.9 (1.30-2.60)314-49 yr: 0.4 (0.2-0.7)
      50-79 yr: 0.8 (0.4-1.5)2
      14-49 yr: 0.4 (0.2-0.7)
      50-79 yr: 0.8 (0.4-1.5)2
      Uptake of screening (range), %*89.5 (70-100)76.6 (60-100)89.5 (60-100)90 (76-100)
      Uptake of treatment (range), %*80 (80-100)95 (80-100)95 (80-100)80 (80-100)
      Known chronic HCV infection20.3050.3050.3050.305
      Age distribution1015-24 yr: 0.1715-24 yr: 0.1025-34 yr: 0.2045-54 yr: 0.54
      25-34 yr: 0.1725-34 yr: 0.1535-44 yr: 0.2755-64 yr: 0.46
      35-44 yr: 0.1735-44 yr: 0.2145-54 yr: 0.29-
      45-54 yr: 0.2045-54 yr: 0.2255-64 yr: 0.24-
      55-64 yr: 0.1655-64 yr: 0.19--
      65-74 yr: 0.1065-74 yr: 0.10--
      75-79 yr: 0.0375-79 yr: 0.03--
      Distribution of fibrosis stage for all cohorts (range), %*Age 15-34 yrAge 35-44 yrAge 45-54 yrAge 55-79 yr
          F045 (30-35)10 (5-15)5 (0-10)5 (0-10)
          F145 (30-55)43 (30-60)25 (15-30)10 (5-15)
          F28 (5-20)13 (13-60)25 (25-45)15 (10-20)
          F31 (0-5)19 (5-20)25 (20-30)45 (40-60)
          F41 (0-5)15 (0-20)20 (5-35)25 (15-40)

      Note: HCV = hepatitis C virus.

      *Clinical experts' opinion.

        • View popup
        Table 3: Treatment-related parameters used in the model*
        ParameterDescriptionBaseline† or RRLower limit (95% CrI)Upper limit (95% CrI)
        Treatment efficacy (sustained virologic response)
        Genotype 1
            Noncirrhosis
                Reference baseline PR48Pegylated interferon + ribavirin for 48 wk0.4913†0.43590.5456
                SOF12 + LDV12Sofosbuvir + ledipasvir for 12 wk1.9781.782.225
                PAR/RIT12 + OMB12 + DAS12Paritaprevir-ritonavir + ombitasvir + dasabuvir for 12 wk1.9321.3372.211
            Cirrhosis
                Reference baseline PR480.3898†0.30990.475
                SOF12 + LDV122.4421.9563.091
        PAR/RIT12 + OMB12 + DAS12 + RBV12Paritaprevir-ritonavir + ombitasvir + dasabuvir + ribavirin for 12 wk2.4161.9423.057
        Genotype 2
            Noncirrhosis
                SOF12 + RBV12Sofosbuvir + ribavirin for 12 wk1.161.0831.244
                Reference baseline PR24Pegylated interferon + ribavirin for 24 wk0.8191†0.76870.8619
            Cirrhosis
                SOF12 + RBV121.3751.0261.791
                Reference baseline PR240.6209†0.49660.7344
        Genotype 3
            Noncirrhosis
                Reference baseline PR480.7051†0.63930.765
                SOF24 + RBV24Sofosbuvir + ribavirin for 24 wk1.3181.1771.47
                DCV12 + SOF12Daclatasvir + sofosbuvir for 12 wk1.3751.2331.525
            Cirrhosis
                Reference baseline PR480.6021†0.55840.6441
                SOF24 + RBV241.5091.1421.702
        Genotypes 4-6
            PR480.650.570.71
        Adverse events (treatment-naive people)
        Depression
            Reference baseline PR480.1381†0.110.1683
            SOF12 + RBV120.28610.079920.958
            SOF24 + RBV240.77510.1653.181
            SOF12 + LDV120.018880.0022050.09946
            PAR/RIT12 + OMB12 + DAS12 + RBV120.41740.080991.534
            PR240.7560.15922.831
        Anemia
            Reference baseline PR480.2136†0.18380.2459
            SOF12 + RBV120.69490.36011.309
            SOF24 + RBV241.2630.48062.528
            SOF12 + LDV120.055680.021930.1322
            PAR/RIT12 + OMB12 + DAS120.34540.14310.7469
            PAR/RIT12 + OMB12 + DAS12 + RBV120.38260.15490.8366
            PR240.97080.41212.065
        Rash
            Reference baseline PR480.1828†0.14650.2186
            SOF12 + RBV120.52440.1671.598
            SOF24 + RBV240.76550.079022.721
            SOF12 + LDV120.26260.14150.4803
            PAR/RIT12 + OMB12 + DAS120.21940.088370.525
            PAR/RIT12 + OMB12 + DAS12 + RBV120.72140.37771.301
            PR241.030.30682.839
        Treatment discontinuation rateBase estimateLower limit (95% CI)Upper limit (95% CI)
        PR480.1730.0960.292
        SOF12 + RBV120.0890.0380.194
        SOF24 + RBV240.0540.0150.18
        SOF12 + LDV120.0440.0230.083
        PAR/RIT12 + OMB12 + DAS120.0050.0010.033
        PAR/RIT12 + OMB12 + DAS12 + RBV120.0150.0030.071

        Note: CI = confidence interval, CrI = credible interval, RR = relative risk.

        *Source: references 9 and 11, with the exception of genotypes 4-6 (references 12-14).

        †Baseline probability.

          • View popup
          Table 4: Base-case cost-effectiveness results
          Scenario; strategyCost, $QALYsΔCost, $ΔQALYsICER
          Scenario 1
          No screening, treat with interferon-free direct-acting antiviral if diagnosed69 76914.0644---
          Screen and treat with interferon-free direct-acting antiviral*69 871-69 87714.0664102-1080.002050 490-53 938
          Scenario 2
          No screening, treat with interferon-free direct-acting antiviral if diagnosed72 76513.7281---
          Screen and treat with interferon-free direct-acting antiviral*73 384-73 44613.7478619-6810.019731 468-34 600
          Scenario 3
          No screening, treat with interferon-free direct-acting antiviral if diagnosed72 50614.2536---
          Screen and treat with interferon-free direct-acting antiviral*72 767-72 78914.2615-14.2616261-2840.008032 712-35 619
          Scenario 4
          No screening, treat with interferon-free direct-acting antiviral if diagnosed84 61012.7979---
          Screen and treat with interferon-free direct-acting antiviral*84 914-84 93812.8067304-3280.008834 614-37 167

          Note: ICER = incremental cost-effectiveness ratio, QALY = quality-adjusted life-year.

          *A range is given depending on which direct-acting antiviral is used for treating patients with genotype 1 infection.

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          Model-based projection of health and economic effects of screening for hepatitis C in Canada
          William W.L. Wong, Aysegul Erman, Jordan J. Feld, Murray Krahn
          Aug 2017, 5 (3) E662-E672; DOI: 10.9778/cmajo.20170048

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          Model-based projection of health and economic effects of screening for hepatitis C in Canada
          William W.L. Wong, Aysegul Erman, Jordan J. Feld, Murray Krahn
          Aug 2017, 5 (3) E662-E672; DOI: 10.9778/cmajo.20170048
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