| Literature DB >> 28680903 |
A David Paltiel1, Amy Zheng2,3, Milton C Weinstein4,5, Melanie R Gaynes2,3, Robin Wood6, Kenneth A Freedberg2,3,7,4,8,9, Paul E Sax8,10, Rochelle P Walensky2,3,7,8,10.
Abstract
BACKGROUND: Reports of a single case of human immunodeficiency virus (HIV) eradication suggest that elimination of HIV from individuals is possible. Anticipating both increased research funding and the development of effective, durable cure technologies, we describe the circumstances under which a cure might improve survival and be cost-effective in South Africa.Entities:
Keywords: HIV; South Africa.; cost-effectiveness; cure; modeling
Year: 2017 PMID: 28680903 PMCID: PMC5490502 DOI: 10.1093/ofid/ofx081
Source DB: PubMed Journal: Open Forum Infect Dis ISSN: 2328-8957 Impact factor: 4.423
Parameter Inputs for a Model-Based Analysis of a Potential HIV Cure in South Africa
| Variable | Base Case | References |
|---|---|---|
| Baseline Cohort Characteristics | ||
| Female subjects (%) | 57.7% | [12] |
| Age, mean years (SD) | 33.8 (9.2) | [27] |
| CD4 Count, Mean Cells/µL (SD) | [28] | |
| Initial | 257 (118) | |
| After initialization (suppressed for 1 year on ART) | 418 (121) | |
| HIV RNA distribution before initialization (%) | [2] | |
|
| 46 | |
|
| 33 | |
|
| 21 | |
|
| 0 | |
| Lifetime ART | ||
| Standard efficacy (%suppressed at 48 weeks) | 100 | Assumption based on [29] |
| Efficacy after failed cure (%suppressed at 48 weeks) | 100 (50–100) | Assumption |
| Probability of “late ART failure” monthly (%)b | 0.1 (0.1–0.5) | Assumption |
| First-line (TDF+ “XTC”+EFV) ART cost, yearly (2014 USD) | 136.80 | [38] |
| Second-line (AZT+3TC+LPV/r) ART cost, yearly (2014 USD) | 375.00 | [38] |
Abbreviations: 3TC, lamivudine; ART, antiretroviral therapy; AZT, zidovudine; EFV, efavirenz; HIV, human immunodeficiency virus; LPV/r, lopinavir/ritonavir; RNA, ribonucleic acid; SD, standard deviation; TDF, tenofovir; USD, US dollars; XTC, lamivudine or emtricitabine.
aParameter values for probabilistic sensitivity analysis were drawn from a uniform distribution that assigns equal likelihood to each of the possible values within the defined range.
bLate ART failure: loss of treatment efficacy after sustained suppression on ART, resulting in virologic rebound.
cThe monthly risk of relapse >5 years is always set at one half that of the ≤5-year risk.
Cost-Effectiveness of a Hypothetical Cure Strategy in South Africaa
| Strategy | Discounted LY Gained | Discounted | Incremental | Cure Tipping Pointsb | ||||
|---|---|---|---|---|---|---|---|---|
| Dominatedc | Not Cost-Effectived | Decrementally | Cost-Effective | Cost-Saving | ||||
| Baseline Scenario | ||||||||
| Lifetime ART | 19.37 | 13700 | — | |||||
| Cure | 19.31 | 13800 | Dominated | |||||
| Optimistic Scenario | ||||||||
| Lifetime ART | 19.37 | 13700 | — | — | — | — | — | — |
| Cure | 19.91 | 11000 | Cost-saving | — | — | — | — | — |
| Sensitivity Analysis on Baseline Scenario | ||||||||
| Fatal Toxicity Rate = 0.0% | ||||||||
|
| 19.37 | 13700 | — | — | — | — | — | — |
|
| 19.43 | 13900 | Cost-effective (ICER = 3300) | 0.5%–1.5% | 2.0%–5.0% | — | 0% | — |
| Cure Efficacy = 70% | ||||||||
|
| 19.37 | 13700 | — | — | — | — | — | — |
|
| 19.53 | 13300 | Cost-saving | <60% | — | — | — | ≥$60% |
| Cure Relapse Rate = 0.2%/Month | ||||||||
|
| 19.37 | 13700 | — | — | — | — | — | — |
|
| 19.41 | 13600 | Cost-saving | >0.2% | — | — | — | ≤0.2% |
| Cure Cost = $500 | ||||||||
|
| 19.37 | 13700 | — | — | — | — | — | — |
|
| 19.31 | 12300 | Decrementally cost-effective | >$1500 | $1000–1500 | <$1000 | — | — |
Abbreviations: ART, antiretroviral therapy; GDP, gross domestic product; ICER, incremental cost-effectiveness ratio; Intl., international; LY, life-years.
aBase case Cure assumptions: efficacy = 50%, cost = $2000; relapse = 0.37%/month. Life years and costs are discounted at 3%/year.
bSmall gaps in the ranges reported in these columns reflect the granularity created using discrete (rather than continuous) values for the sensitivity analysis.
cDominated: The strategy produces reduced life expectancy and increased costs, compared with some combination of other strategies.
dNot cost-effective: The strategy produces either (1) an increase in life expectancy and increased costs with an ICER > Intl. $13200 (100% of 2015 South African GDP per capita), or (2) a reduction in life expectancy but yields offsetting economic savings with an ICER < Intl. $13200.
eDecrementally cost-effective: The strategy produces a reduction in life expectancy but yields offsetting economic savings [40].
Figure 1.One-way sensitivity analyses of Cure (theoretical human immunodeficiency virus cure strategy) cost-effectiveness (Baseline scenario). The figure summarizes the results of a series of one-way, deterministic sensitivity analyses on the incremental cost-effectiveness ratio (ICER) of Cure compared with LifetimeART using Baseline scenario cure characteristics. Each horizontal bar represents the range of ICERs produced by varying a single model parameter across its plausible range, while all other parameters are held at their baseline values. The parameter inputs (listed along the vertical axis) are varied from their most Cure-favorable plausible value (left) to their least Cure-favorable plausible value (right). Red regions of the horizontal bars represent scenarios in which LifetimeART dominates Cure (ie, it costs less and results in higher life expectancy). Dark orange regions surrounded by dotted lines represent scenarios in which Cure is not cost-effective (ICER > 2015 gross domestic product per capita of South Africa). Yellow regions represent scenarios in which Cure is “decrementally cost-effective” (ie, saves money but with a survival loss). Green regions represent scenarios where Cure is cost-saving (ie, it costs less and results in higher life expectancy). For each parameter, a black ‘X’ indicates the location of the Baseline value within the plausible range.
Figure 2.One-way sensitivity analyses of Cure (theoretical human immunodeficiency virus cure strategy) cost-effectiveness (Optimistic Scenario). The figure summarizes the results of a series of one-way, deterministic sensitivity analyses on the incremental cost-effectiveness ratio (ICER) of Cure compared with LifetimeART using more favorable Optimistic Scenario assumptions regarding Cure: 75% efficacy (up from 50%); 0.085% relapse risk (down from 0.37%/month for 5 years, 0.185% thereafter); 0.0% risk of fatal toxicity (down from 0.6%); and a cure intervention cost of $500 (down from $2000). Each horizontal bar represents the range of ICERs produced by varying a single model parameter across its plausible range, while all other parameters are held at their Optimistic Scenario values. The parameter inputs (listed along the vertical axis) are varied from their most Cure-favorable plausible value (left) to their least Cure-favorable plausible value (right). Red regions of the horizontal bars represent scenarios in which LifetimeART dominates Cure (ie, it costs less and results in higher life expectancy). Dark orange regions surrounded by dotted lines represent scenarios in which Cure is not cost-effective (ICER > 2015 gross domestic product per capita of South Africa). Yellow regions represent scenarios in which Cure is “decrementally cost-effective” (ie, saves money but with a survival loss). Green regions represent scenarios where Cure is cost-saving (ie, it costs less and results in higher life expectancy). For each parameter, a black ‘X’ indicates the location of the parameter value for the Optimistic Scenario within the plausible range. USD, US dollars.
Figure 3.(A and B) Three-way sensitivity analysis of Cure (theoretical human immunodeficiency virus cure strategy) cost-effectiveness versus LifetimeART: Cure efficacy, relapse rate, and cost (Baseline/Optimistic Scenarios). The diagrams report the range of incremental cost-effectiveness ratios (ICERs) obtained when simultaneously varying 3 influential input parameters in the Cure intervention: Cure efficacy, 5-year monthly Cure relapse rate, and Cure cost. In each panel, the horizontal axis denotes Cure efficacy, whereas the vertical axis represents the monthly probability of relapse from Cure in the first 5 years after intervention. The panels represent 3 possible costs of Cure, ranging from $500 to $5000. All other parameters are held at their Baseline (A) and Optimistic (B) Scenario values. The shading represents the resultant ICERs, ranging from Dominance (ie, LifetimeART costs less and results in higher life expectancy than Cure) in red through Cost-saving (ie, Cure costs less and results in higher life expectancy than LifetimeART) in green. Yellow shading is used to denote situations where Cure is decrementally cost-effective (ie, saves money but with a survival loss). A white ‘X’ marks the situation where all parameters are set to their Baseline (A) and Optimistic (B) Scenario values.