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. Author manuscript; available in PMC: 2014 Jul 9.
Published in final edited form as: AIDS. 2014 Jan;28(0 1):S73–S83. doi: 10.1097/QAD.0000000000000110

Table 1.

Inputs into computer simulation after calibration.

Variable Value Source
Characteristics of initial progression model cohort
 Mean age, years 39 (SD 9) [2]
 Mean CD4+ cell count (cells/μl) 126 (SD 127) [2]
 Mean viral load (Log 10 units) 4.5 (SD 1) [2]
 % Male 38% [2]
Probabilities and rates
 Probability of adherence to ART regimen 0.85 [5]
 Probability that mutation potentially causing resistance, results in resistance, NRTI or PI 0.50 [6]
 Probability mutation potentially causing resistance, results in resistance, NNRTI 0.90 [6]
 Probability of cross-resistance to other NRTI, given NRTI mutation conferring resistance (zidovudine or stavudine) 1.0 [6]
 Probability of cross-resistance to other NRTI, given NRTI mutation conferring resistance (other) 0.48 [6]
 Probability of cross-resistance to other PI, given PI mutation causing resistance 0.24 [6]
 Probability of cross-resistance to other NNRTI, given NNRTI mutation causing resistance 0.88 [6]
 Rate of accumulating resistance mutations, per year 0.18 [7]
 Viral load decrement with cART consisting of nevirapine + 2 NRTIs (100% adherence) 2.22 [8]
 Viral load decrement with cART consisting of boosted PI (100% adherence) 2.68 [8]
Utilities
 Decrease in utility with cART 0.053 [8]
 Utility with CD4+ cell count <100 cells/μl 0.81 [9]
 Utility with CD4+ cell count between 100 and 200 cells/μl 0.87 [9]
 Utility with CD4+ cell count 200 cells/μl and above 0.94 [9]
HIV epidemiology and transmission
 Population at start of calibration 20 479 400 [10]
 Age range, years 0–50
 Adult HIV prevalence (1997) 10.60% [11]
 Probability of transmission per sex acta 0.000067–0.0073 [12,13]
 Untreated non-HIV STI prevalence 6% [14]
 Probability of HIV testing (per annum) 16% [1517]
 Probability of linkage to HIV care and treatment 68% [18]
Calibration parametersb
 Multiplier on probability of transmission per sex act 1.71
 Multiplier on HIV mortality 0.47
Sexual risk behaviors
 Proportion abstinent (M/F) - Class 1 5%/10% [1923]
 Proportion in stable, monogamous relationship (M/F) - Class 2 31%/69% [2325]
 Proportion in multiple, concurrent relationships (if nonmonogamous) (M/F) - Class 3 56%/17% Assumption
 Proportion in multiple, concurrent relationships (if nonmonogamous) (M/F) - Class 4 8%/4% [26,27]
 Desired frequency of sex acts (per year)f 104 Assumption
 Duration of relationshipc 0.5 to 3 years Assumption
 Median number of concurrent partners (Class 3) 3 [25]
 Median number of concurrent partners (Class 4) 10 [25]
 Probability of consistent condom use 34% [28]
 Relative risk of unsafe sex (condom nonuse most or all of the time) if aware of HIV status 0.47 [29]
Costs (2008 US$)
 Cost of outpatient care, annually, without cART ($/month) $288 [2]
 Cost of care per hospitalization $390 [2]
 Cost of cART, annually, first regimend $189 [2]
 Cost of cART annually, second regimene $1361 [2]
 Cost of viral load test $70 [2]
 Cost of CD4+ cell test $11 [2]

cART, combination antiretroviral therapy; NNRTI, nonnucleoside reverse transcriptase inhibitor; NRTI, nucleoside reverse transcriptase inhibitor; PI, protease inhibitor.

a

Transmission probability varies according to both sex (M/F) and HIV viral load of the infected person. These values are adjusted by a multiplier during calibration.

b

Varied during model calibration.

c

Duration dependent upon class of sexual risk behavior with stable, monogamous relationships having the longest duration and multiple, concurrent relationships having the shortest.

d

First-line cART regimen consists of nevirapine + either zidovudine or stavudine + other NRTI.

e

Second-line cART consists of a boosted PI + two NRTIs other than those in initial regimen.

f

See Appendix A – Technical Appendix for description of partner balancing algorithm, http://links.lww.com/QAD/A428.