Table 1.
Variable | Base Case Value (SD) |
Range Examined | Reference |
---|---|---|---|
Baseline cohort characteristics | |||
HIV prevalence (%) | |||
Asymptomatic, chronic HIV+ | 11.4 | 2.6–17.6% | 39 |
Symptomatic, chronic HIV+ | 5.2 | 1.2–8.0% | 39 |
Acute, primary HIV infection | 0.3 | 0.05–0.4% | Assumption |
Total | 16.9 | 3.9–26.0% | 5, 29 |
Annual HIV incidence (%) | 1.3 | 0.4–1.6% | 5, 29 |
Age, mean years ± SD | 32.8 ± 9.2 | 18 | |
Male subjects (%) | 54.6 | 18 | |
HIV testing protocols | |||
Average background HIV test frequency | Every 10 years | 0–10 years, detection by OD | 39 |
Sensitivity* (%) | 99.6 | 37 | |
Specificity* (%) | 98.0 | 37 | |
Test acceptance rate (%) | 48.6 | 20–100 | 32 |
Rate of HIV-infected return for test results and linkage to care (%) | 46.8 | 20–100 | 39 |
Distribution of initial CD4, mean cells/µl (SD) | |||
Acute, primary HIV infection† | 534 (164) | 10 | |
Chronic HIV infection‡ | 288 (331) | 288–320 | 39 |
HIV RNA distribution (%) | 35 | ||
>100,000 copies/ml | 42.5 | 0–100 | |
30,001 – 100,000 copies/ml | 28.3 | 0–100 | |
10,001 – 30,000 copies/ml | 17.9 | 0–100 | |
3,001 – 10,000 copies/ml | 7.8 | 0–100 | |
501 – 3,000 copies/ml | 2.3 | 0–100 | |
<500 copies/ml | 1.2 | 0–100 | |
Natural history of disease | |||
Mean monthly CD4 cell decline by HIV RNA level (cells/µl) | 17 | ||
>30,001 – 100,000 copies/ml | 6.4 | ||
10,001 – 30,000 copies/ml | 5.4 | ||
3,001 – 10,000 copies/ml | 4.6 | ||
501 – 3,000 copies/ml | 3.7 | ||
<500 copies/ml | 3.0 | ||
Percent monthly risk of severe opportunistic diseases§ (%) | 18 | ||
Bacterial | 0.08–0.71 | ||
Fungal | 0.02–2.22 | ||
Tuberculosis | 0.21–1.96 | ||
Toxoplasmosis | 0.00–0.06 | ||
Non-tuberculous mycobacteriosis | 0.00–0.30 | ||
Pneumocystis jiroveci pneumonia | 0.00–0.12 | ||
Other WHO stage 4-defining diseases | 0.25–2.57 | ||
Percent monthly risk of mild opportunistic diseases (%) | 18 | ||
Fungal | 0.59–3.51 | ||
Other | 2.51–3.10 | ||
Efficacy of co-trimoxazole (% reduction in probability of infection) | |||
Severe bacterial | 49.8 | 30, 38 | |
Mild fungal infections‖ | −46.4 | 30, 38 | |
Toxoplasmosis | 83.3 | 30, 38 | |
Pneumocystis jiroveci pneumonia | 97.3 | 42 | |
Other WHO stage 4-defining diseases | 17.9 | 30 | |
Efficacy of ART (% patients with HIV RNA suppression, CD4 increase at 48 weeks) | |||
First line (NNRTI + 2 NRTIs) | 75%, 168 cells/µl | 42%–84% | 22, 23 |
Second line (PI + 2 recycled NRTIs) | 75%, 168 cells/µl | 35%–71% | 22, 23 |
Stigma (quality of life decrement)¶ | |||
Test-associated stigma | 0.08 | 0.00–1.00 | 27 |
Diagnosis-associated stigma | 0.07 | 0.00–1.00 | 28 |
Discount Rate | 3% | 0%–3% | 14 |
Costs (2006 US$) | |||
HIV testing | |||
Rapid HIV test | 1.20 | 1–10 times base case | 32 |
Confirmatory rapid test | 1.78 | 1–10 times base case | 32 |
Pre-test counseling | 3.51 | 1–10 times base case | 32 |
HIV care | |||
Co-trimoxazole prophylaxis (monthly) | 1.02 | 34 | |
First-line ART (monthly) | 18 | 36 | |
Second-line ART (monthly) | 49 | 36 | |
Minor drug toxicity | 11 | 18, 33, 34 | |
Major drug toxicity | 1,548 | 18, 33, 34 | |
Routine care (range by CD4, monthly) | 9.85–129.41 | 1–10 times base case | 18, 31, 33 |
Inpatient hospital care, per day | 221.14 | 1–10 times base case | 33 |
Outpatient hospital care, per visit | 11 | 1–10 times base case | 33 |
CD4 count test | 9 | 1–10 times base case | 34 |
HIV RNA test | 47 | 1–10 times base case | 34 |
SD: Standard deviation; OD: Opportunistic disease; WHO: World Health Organization;
ART: Antiretroviral therapy; NNRTI: non-nucleoside reverse transcriptase inhibitor;
NRTI: nucleoside reverse transcriptase inhibitor; PI: protease inhibitor
Sensitivity and specificity refer to the characteristics of a single rapid test, not the confirmatory process; test specificity is assumed to be zero during the acute infection window period (approximately 2 months)
Starting CD4 cell count for incident cases
Starting CD4 cell count, on average, for prevalent cases
Range indicated by CD4 count; details on risk by CD4 stratum are provided in the technical appendix.
The percent monthly risk of mild fungal infections is increased by 46.4% in the presence of co-trimoxazole.30
Quality of life decrement reduces quality of life on a 0.00–1.00 scale where 1.00 represents perfect health and 0.00 represents death. By intentionally limiting quality of life decrements to these two forms of stigma (and assuming all other health states are “perfect” = 1.00), we bias results against HIV screening.