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. Author manuscript; available in PMC: 2012 Jan 14.
Published in final edited form as: AIDS. 2011 Jan 14;25(2):211–220. doi: 10.1097/QAD.0b013e328340fdf8

Table 1.

Model Parameters and Assumptions

Variable Base Case Range Source
Baseline characteristics
    Age structure of infected population presenting to care Badri[8], Dorrington[28], IDB[29]
        15-25 years old 34%
        25-35 years old 39%
        35-50 years old 27%
    CD4 count at presentation, cells/μl (mean ± SD) 144 ± 121 ART-LINC[9]
    Viral load at presentation, log copies/ml (mean ± SD) 5.0 ± 0.8 Badri[6]
Disease Progression Variables
    Decline in CD4 (cells/μl/mo), viral load 103-106 Holmes[21], Mellors[30], Rodriguez[31], PLATO[32]
        Baseline CD4 >500 cells/μl 3.9-5.9 ± 50%
        Baseline CD4 351-500 cells/μl 2.6-3.8 ± 50%
        Baseline CD4 201-350 cells/μl 1.7-2.6 ± 50%
        Baseline CD4 <200 cells/μl 1.3-2.0 ± 50%
    Monthly probability of developing severe opportunistic diseases (%), by CD4 <50 cells/μl 51-200 cells/μl 201-350 cells/μl >350 cells/μl Holmes[21]
        Oral candidiasis 3.50% 2.04% 1.26% 0.57%
        Chronic diarrhea 2.00% 0.49% 0.18% 0.00%
        Esophageal candidiasis 1.46% 0.34% 0.09% 0.06%
        Wasting syndrome 1.29% 0.23% 0.02% 0.00%
        Severe bacterial 1.15% 0.04% 0.03% 0.00%
        Pulmonary TB 1.15% 0.71% 0.47% 0.11%
        Extrapulmonary TB 0.98% 0.47% 0.18% 0.05%
        PCP 0.67% 0.05% 0.02% 0.00%
        CMV 0.52% 0.07% 0.02% 0.00%
        Cryptococcal meningitis 0.52% 0.05% 0.00% 0.00%
    Risk of HIV death by CD4 cell count Badri[7], ART-LINC[9]
        CD4 <50 cells/μl 2.1%/mo ± 10%
        CD4 51-200 cells/μl 1.7%/mo ± 10%
        CD4 201-350 cells/μl 1.1%/mo ± 10%
        CD4 >350 cells/μl 0.8%/mo ± 10%
Cumulative risks of toxicity and failure Year 1 Year 3 Range Source
    tenofovir + lamivudine + efavirenz
        Virologic failure 12% 24% ± 4% Gallant, Arribas[10, 33]
        Lipoatrophy 6% 17% ± 3% Haubrich[11]
        Renal failure 1% 1% ± 1% Gallant[11]
        Myocardial infarction 0.1% 0.1% ± 0.1% Gallant[12, 33, 34]
    tenofovir + lamivudine + nevirapine Year 1 Year 3 Range Source
        Virologic failure 18% 31% ± 6% Gallant, Nachega, Smith[15, 33, 35]
        Lipoatrophy 6% 17% ± 3% Haubrich[11]
        Renal failure 1% 1% ± 1% Gallant[11]
        Hepatotoxicity 6.3% 6.3% ± 5% Amoroso[14]
    zidovudine + lamivudine + efavirenz Year 1 Year 3 Range Source
        Virologic failure 17% 31% ± 7% Gallant[33], Arribas[10]
        Lipoatrophy 23% 54% ± 15% Arribas, Haubrich[10, 11]
        Anemia 6% 6% ± 3% Gallant[33]
        Myocardial infarction 0.2% 0.2% ± 0.2% Gallant[12, 33, 34]
    zidovudine + lamivudine + nevirapine Year 1 Year 3 Range Source
        Virologic failure 25% 46% ± 12% Gallant, Arriba, Nachega, Smith [10, 15, 33, 35]
        Lipoatrophy 23% 54% ± 15% Arribas, Haubrich[10, 11]
        Anemia 6% 6% ± 3% Gallant[33]
        Myocardial infarction 0.1% 0.1% ± 0.1% Gallant[12, 33, 34]
        Hepatotoxicity 6.3% 6.3% ± 5% Amoroso[14]
    stavudine + lamivudine + nevirapine Year 1 Year 3 Range Source
        Virologic failure 18% 31% ± 6% Gallant, Nachega, Smith[15, 33, 35]
        Lipoatrophy 30% 66% ± 20% Haubrich[11]
        Neuropathy 25% 25% ± 10% Gallant[11]
        Myocardial infarction 0.3% 0.3% ± 0.3% Gallant[12, 33, 34]
        Hepatotoxicity 6.3% 6.3% ± 5% Amoroso[14]
        Lactic acidosis 0.5% 0.5% ± 0.2% John, Boubaker [36, 37]
Quality of life weights and duration of toxicities
        HIV without HAART 0.84 0.84-1 Cleary[38]
        HIV with HAART 0.91 0.91-1 Cleary[38]
        Lipoatrophy 0.87 Irreversible 0.8-0.95 Rosen[23, 39]
        Anemia 0.58 4 mo 0.5-0.66 Kimel[40]
        Renal failure 0.7 4 mo 0.6-0.8 Rosen[23, 39]
        Neuropathy 0.87 Irreversible after 1 year 0.8-0.95 Gallant[12]
        Lactic acidosis 0.5 3 mo 0.4-0.6 Rosen[23, 39]
        MI 0.6 2 mo 0.4-0.8 Assumption
        Hepatotoxicity 0.7 2 mo 0.5-0.9 Assumption
Utilization and cost variables
    Annual number of inpatient days without a severe opportunistic disease Badri et al[6, 41]
        CD4>350 (on/off HAART) 0.14 / 1.9 ± 50%
        CD4 201-350 (on/off HAART) 0.39 / 3 ± 50%
        CD4<=200 (on/off HAART) 0.26 / 7.7 ± 50%
    Annual number of inpatient days with a severe opportunistic disease Badri et al[6, 41]
        CD4>350 (on/off HAART) 0.37 / 5.7 ± 50%
        CD4 201-350 (on/off HAART) 0.52 / 10.8 ± 50%
        CD4<=200 (on/off HAART) 1.8 / 17.7 ± 50%
    Annual number of outpatient visits Badri et al[6, 41]
        CD4>350 (on/off HAART) 4.3 / 4.1 ± 50%
        CD4 201-350 (on/off HAART) 3.9 / 5.0 ± 50%
        CD4<=200 (on/off HAART) 4.7 / 6.6 ± 50%
    Monitoring Costs (2009 USD)
        Inpatient Day $182 ± 50% Badri; Cleary[6, 38]
        Outpatient visit $26 ± 50% Badri; Cleary[6, 38]
        Cost per CD4 test $15 ± 50% Badri, Zijeneh[6, 42]
    HAART Costs (2009 USD) WHO[43]
        tenofovir + lamivudine + efavirenz $675 $100-675
        tenofovir + lamivudine + nevirapine $538 $100-538
        zidovudine + lamivudine + efavirenz $384 $100-384
        zidovudine + lamivudine + nevirapine $247 $100-247
        stavudine + lamivudine + nevirapine $121 $100-121
        Second line HAART $769 $100-769
    Toxicity costs
        Lipoatrophy $121 $60-242 Rosen[23]
        Anemia $136 $68-272 Cantor[44]
        Renal failure $213 $106-8,477 Rosen[23]
        Neuropathy $130 $65-260 Rosen[23]
        Lactic acidosis $192 $96-7,999 Rosen[23]
        MI $300 $150-600 Assumption
        Hepatotoxicity $300 $150-600 Assumption