Table 1.
Parameter | Value (sampling range for sampled parameters) | Source |
---|---|---|
Calibration parameters (not sampled) | ||
HCV primary incidence among HIV-diagnosed MSM (by year) | 1996–1999: 0.56/100 person-years (95% CI, .08–3.96); 2000–2003: 0.48/100 person-years (.12–1.92); 2004–2007: 1.23/100 person-years (.76–1.98); 2008–2012: 2.76/100 person-years (2.12–3.61) | Berlin estimate from HIV Seroconverter cohort [6]; unpublished data |
HCV prevalence (antibody or RNA positive) among HIV-diagnosed MSM in 2012 | 9.8% (95% CI, 8.2%–11.7%) | Berlin estimate from HIV Seroconverter Cohort [6]; unpublished data |
HCV reinfection incidence after treatment or spontaneous clearance, 2002–2014 | 8.2/100 person-years (95% CI, 5.6–12.1) | [17] |
No. of HIV-diagnosed MSM in 2014 | 10 500 (95% CI, 9800–11 400) | Special query from the model underlying HIV estimation for Germany (as reported in [18]) |
Sampled input parameters | ||
Life expectancy from HIV diagnosis | Varies over calendar time based on increasing ART coverage and earlier diagnosis (20–40 y from assumed HIV diagnosis and ART initiation at age 35 y [19]) | Based on UK data [19–21]a |
Excess liver-related mortality rate due for those with chronic HCV (annual) | 0.16/100 person-years (sampled uniformly from 0.05–0.27) | [22, 23] |
Proportion of HIV-infected MSM with spontaneous clearance of acute HCV infection | 15% (sampled uniformly from 10%–20%) | [24, 25]; Consistent with Berlin cohort [26] estimate of 13% (95% CI, 8.8%–18.6%) |
Duration of acute infection until spontaneous clearance | 6 mo (sampled uniformly from 3–9 mo) | [25] |
HCV testing rate per year | Twice yearly from 2003 | Unpublished data from Berlin cohort [26] |
Duration from diagnosis to treatment (if treated) | 6 mo | |
Proportion of those infected without spontaneous clearance who start treatment within 6 mo after diagnosis | 80% from 2002 (excluding those with spontaneous clearance of virus) | In Berlin cohort, 86% of diagnosed infections were treated in 2002–2013 [26]; high treatment rates were also seen across Germany (55%–83% of acute infections treated each year during 2007–2015) (unpublished data from PROBE-C cohort [27]) |
SVR with interferon and ribavarin | ||
<1 y After HCV infection | 70% (sampled uniformly from 65%–75%) | [28] |
>1 y After HCV infection | 30% (sampled uniformly from 25%–35%) | Weighted based on genotype distribution and SVR by genotype from a recent meta-analysis [29]) |
SVR with direct-acting antivirals | 90% | Assumed; 92% observed among HIV-infected G1 individuals across Germany [30]; 93% observed in Berlin German hepatitis C cohort (GECCO) cohort |
Year of HCV epidemic seeding | 1996 | [31] |
Proportion of HIV-infected MSM infected with HCV on HIV diagnosis | 0.65% (sampled uniformly from 0.34%–1.14%) | HIV Seroconverter Cohort [6]; unpublished data |
Background HCV incidence from outside HIV-diagnosed MSM population | 1.5/1000 person-years (sampled uniformly from 1–2) | Assumed similar to incidence observed in HIV-uninfected MSM population [32] |
Abbreviations: ART, antiretroviral therapy; HCV, hepatitis C virus, HIV, human immunodeficiency virus; MSM, men who have sex with men; SVR, sustained viral response.
aThe proportions of HIV-diagnosed persons taking ART were similar between the United Kingdom and Germany (in 2004, 70% in both; in 2014, 90% in the United Kingdom and 80% in Germany [19]), and the median ages at HIV diagnosis were similar (34 and 33 years, respectively, in 2014). We fit a linear curve to life-expectancy data among HIV-diagnosed individuals who start ART at age 35 years from 1997 to 2008 over calendar time among a UK cohort [20]. Uncertainty was included in these fits by sampling each life-expectancy point estimate from the distribution reported in the study and refitting the linear curves. We assume a continued increase in life expectancy from 2008 until a life expectancy of 75 years is reached (consistent with model estimates of life expectancy in a high-diagnosis setting [21] and achieved in 2010 in the model).