| Literature DB >> 31185927 |
Xiaowen Wang1,2, Guangping Guo3, Jiarui Zheng3, Lin Lu4,5.
Abstract
BACKGROUND: Although Option B+ may be more costly than Options B, it may provide additional health benefits that are currently unclear in Yunnan province. We created deterministic models to estimate the cost-effectiveness of Option B+.Entities:
Keywords: Cost-effectiveness analyses; Decision making; HIV prevention; Option B +
Mesh:
Year: 2019 PMID: 31185927 PMCID: PMC6560771 DOI: 10.1186/s12879-019-3976-5
Source DB: PubMed Journal: BMC Infect Dis ISSN: 1471-2334 Impact factor: 3.090
Regimens of Option A, Option B and Option B+ recommended by WHO
| Option B | Option B+ | |
|---|---|---|
| Mother | women received ART during pregnancy if eligible by either CD4 or clinical criteria. Women not eligible for ART were modelled to receive triple-antiretroviral prophylaxis of zidovudine, lamivudine and lopinavir and ritonavir (AZT* + 3TC* + LPV/r*) or zidovudine, lamivudine and efavirenz (AZT + 3TC + EFV*) from 14 weeks until 42 days after delivery | all women received lifelong ART |
| Infant | Daily NVP* or twice daily AZT from birth until 42 days of age | Daily NVP or twice daily AZT from birth until 42 days of age |
*NVP Nerirapine, AZT Zdovudine, 3TC Lamivudine, LPV/r Lopinavir and Ritonavir, EFV Efavirenz
Input parameters and plausible ranges used for sensitivity analysis in the simple decision tree analysis for infant outcomes
| Parameters | Base-case | Reference |
|---|---|---|
| HIV Epidemiology | ||
| Number of HIV-infected pregnant women | 2000 | Surveillance data |
| Percentage of pregnant women with CD4 count> 350 cells/μl(%) | 64 | Surveillance data |
| MTCT transmission rates | ||
| Background transmission rate without intervention (%) | 34.80 | Surveillance data |
| Transmission rate, Option A with infant prophylaxis, formula feeding(%) | 7.28 | Surveillance data |
| Transmission rate, Option B, Option B+ and eligible women on ART With infant prophylaxis, formula feeding(%) | 3.86(1.00–5.00) | Surveillance data, [ |
| Delivery proportion(%) | 55.79 | Surveillance data |
| Newborn mortality rate | 0.0069 | China Health Statistical Yearbook 2013 |
| Health utility | 0.74 | [ |
| Cost | ||
| HIV testing and counselling | US$4.06 | Surveillance data |
| CD4 screening | US$52.24 | Surveillance data |
| Drugs in Option A | US$23.94 | Surveillance data |
| Drugs in Option B and Option B+(until 42 days after delivery) | US$235.65 | Surveillance data |
| Infant ARVs prophylaxis | US$18.14 | Surveillance data |
| Formula feeding | US$580.42 | Surveillance data |
| Infant diagnosis | US$26.12 | Surveillance data |
| Discounted lifetime cost for an HIV infected child on ART(69.5 years) | US$247,163.94 | [ |
Fig. 1Simple decision tree model for infant health outcomes
Fig. 2Markov status used in the long-term analyses
input parameters and plausible ranges used for sensitivity analysis in the Markov decision tree analysis for maternal and serodiscordant partner outcomes
| Parameters | Base-case | Reference |
|---|---|---|
| Primary probability | ||
| CD4 counts at the last testing of PMTCT period | Surveillance data | |
| Percentage of pregnant women with CD4 count≧350 cells/μl(%) | 75.91 | |
| Percentage of pregnant women with CD4 count 200–350 cells/μl(%) | 17.21 | |
| Percentage of pregnant women with CD4 count< 200 cells/μl(%) | 6.88 | |
| Death probability | ||
| Monthly probability death of off ART, CD4 200-350cells/μl (α11) | 0.00272 | [ |
| Relative probability death per month off ART, CD4 > 350 vs. 200-350cells/μl (α21:α11) | 0.206(0.206–0.258) | |
| Relative probability death per month off ART, CD4 < 200 vs. 200-350cells/μl (α31:α11) | 9.08(3.45–9.08) | |
| Relative probability death on vs. off ART for the same CD4 counts (αi2:αi1) | 0.19(0.14–0.25) | |
| Transmission probability | [ | |
| Off ART, monthly probability of moving from CD4 > 350 to 200–350 cells/μl | 0.0257(0.0119–0.0289) | |
| Off ART, monthly probability of moving from CD4 200–350 to < 200 cells/μl | 0.0188(0.0186–0.0274) | |
| On ART, monthly probability of moving from CD4 200–350 to > 350 cells/μl | 0.0569(0.0247–0.0888) | |
| On ART, monthly probability of moving from CD4 < 200 to 200–350 cells/μl | 0.0293(0.0274–0.0683) | |
| Per vaginal sex act probability of HIV transmission from women to man | [ | |
| CD4 > 350cells/μl | 0.02(0.01–0.04) | |
| CD4 200-350cells/μl | 0.03(0.01–0.04) | |
| CD4 < 200cells/μl | 0.05(0.03–0.06) | |
| % efficacy of ART in reducing HIV transmission | 92(26–99) | [ |
| QALY weight HIV-positive on ART or CD4 > 350cells/μl | 0.947 | [ |
| QALY weight HIV-positive CD4 200–350 cells/μl | 0.799 | [ |
| QALY weight HIV-positive CD4 < 200 cells/μl | 0.453 | [ |
| Sex acts per month with regular partner | 1–2 | [ |
| Cost parameters | ||
| Provider unit cost ART per year (2016,US$) | 3561 | [ |
Fig. 3Markov decision tree for the health outcomes of pregnant women living with HIV
variable assignment in Markov decision tree
| Variable name | Meaning standed for | Base value | Lower value | Upper value |
|---|---|---|---|---|
| P350TO200_350 | NO ART, monthly probability of moving from CD4 > 350 to 200–350 cells/μl | 0.02570 | 0.02890 | 0.01190 |
| PREART | Coverage rate of ART | 0.70000 | 0.45000 | 0.90000 |
| PRE200_350TO350 | On ART, monthly probability of moving from CD4 200–350 to > 350 cells/μl | 0.05690 | 0.02470 | 0.08880 |
| P200_350REDEATH | Monthly probability death of on ART, CD4 200-350cells/μl | 0.00052 | 0.00010 | 0.00068 |
| P200_350NOART200 | STOP ART, monthly probability of moving from CD4 200–350 to < 200 cells/μl | 0.01880 | 0.01860 | 0.02740 |
| P350STOPART200_350 | STOP ART, monthly probability of moving from CD4 > 350 to 200–350 cells/μl | 0.02570 | 0.01190 | 0.02890 |
| P350STOPARTDEATH | Monthly probability death of stopping ART, CD4 > 350cells/μl | 0.00060 | 0.00060 | 0.00070 |
| P200_350TO200 | No ART, monthly probability of moving from CD4 200–350 to < 200 cells/μl | 0.01880 | 0.01860 | 0.02740 |
| P200RE200_350ART | On ART, monthly probability of moving from CD4 < 200 to 200–350 cells/μl | 0.02930 | 0.02740 | 0.06830 |
| P200DEATHART | Monthly probability death of on ART, CD4 200 cells/μl | 0.00470 | 0.00130 | 0.00620 |
| P200DEATHNOART | Monthly probability death of off ART, CD4 200 cells/μl | 0.02470 | 0.00930 | 0.02470 |
| P200_350NOARTDEATH | Monthly probability death of off ART, CD4 200-350cells/μl | 0.00272 | 0.00000 | 0.00272 |
| PART200_350TO350 | On ART, monthly probability of moving from CD4 200–350 to > 350 cells/μl | 0.05690 | 0.02470 | 0.08880 |
| PNOART350TO200_350 | No ART, monthly probability of moving from CD4 > 350 to 200–350 cells/μl | 0.02570 | 0.01190 | 0.02890 |
| P350NOARTDEATH | Monthly probability death of off ART, CD4 > 350cells/μl | 0.00060 | 0.00060 | 0.00070 |
| P200ART200_350 | Starting ART, monthly probability of moving from CD4 < 200 to 200–350 cells/μl | 0.02930 | 0.02740 | 0.06830 |
Cost-effectiveness analyses of infant outcomes in the short-term
| Option B | Option B+ | |
|---|---|---|
| Cost | ||
| Program Cost (Total 18 months) | US$1,229,338.47 | US$1,176,128.63 |
| Pediatric outcomes | ||
| Expected number of infection averted | 1016.85 | 1016.85 |
| QALY averted | 58,801.02 | 58,801.02 |
| Cost-effectiveness ratios | ||
| Cost per infection averted | US$1208.96 | US$1156.63 |
| Cost per QALY acquired | US$20.91 | US$20.00 |
| Cost minimization in infection averted (compared to Option B) | – | Option B+ |
| Cost minimization in QALY acquired(compared to Option B) | – | Option B+ |
Sensitivity analysis for infant outcomes
| Model parameters | OptionB | OptionB+ |
|---|---|---|
| US$/Infection averted | ||
| Cost of ART(US$) | ||
| including the lifetime ART cost of infant(69.5 years) | 1608.37 | 1557.29 |
| efficacy of Option B/Option B+ in reducing transmission rates | ||
| Best case-1.00% | 1207.50 | 1155.23 |
| Worst case-5.00% | 1209.57 | 1157.22 |
| US$/QALY aquired | ||
| Cost of ART(US$) | ||
| including the lifetime ART cost of infant(69.5 years) | 27.81 | 26.93 |
| efficacy of Option B/Option B+ in reducing transmission rates | ||
| Best case-1.00% | 20.89 | 19.98 |
| Worst case-5.00% | 20.92 | 20.01 |
Cost-effectiveness analyses of maternal and serodiscordant partner outcomes in the long-term
| Parameters | Option B | Option B+ |
|---|---|---|
| Cost | ||
| Program Cost (Total 10 years) | US$3,323,647.78 | US$23,488,464.80 |
| Maternal outcomes | ||
| Number of HIV infected women alive after ten years | 1394 | 1782 |
| Number of life-year gained for HIV infected women in ten years | 10,254 | 14,144 |
| Number of QALY acquired for HIV infected women in ten years | 9544 | 13,310 |
| Serodiscordant transmission outcomes | ||
| Serodiscordant partner infections averted | 410 | 3068 |
| Cost-effectiveness ratios | ||
| Cost per life-year gained | US$324.13 | US$1660.69 |
| Cost per QALY acquired | US$348.23 | US$1764.76 |
| Cost per serodiscordant partner infection averted | US$8098.99 | US$7655.70 |
| ICER per life-year gained(compared to Option B) | US$5183.96 | |
| ICER per QALY gained(compared to Option B) | US$5355.42 | |
Fig. 4Markov cohort analysis (Left: Option B, Right: Option B+)
Sensitivity analysis for maternal and serodiscordant transmission outcomes
| Model parameters | Option B | Option B+ |
|---|---|---|
| US$/Life-year averted | ||
| Discount rate(3%) | ||
| Best case-5% | 297.93 | 1519.97 |
| Worst case-0% | 371.12 | 1914.13 |
| Coverage rate of ART(70%) | ||
| Best case-90% | 310.05 | 1665.76 |
| Worst case-45% | 344.40 | 1652.29 |
| Time horizon(10 years) | ||
| Best case-20 years | 305.34 | 1511.80 |
| Worst case-5 years | 313.27 | 1657.22 |
| US$/QALY aquired | ||
| Discount rate(3%) | ||
| Best case-5% | 320.08 | 1615.22 |
| Worst case-0% | 398.72 | 2034.09 |
| Coverage rate of ART(70%) | ||
| Best case-90% | 332.46 | 1767.33 |
| Worst case-45% | 371.07 | 1760.39 |
| Time horizon(10 years) | ||
| Best case-20 years | 328.15 | 1605.66 |
| Worst case-5 years | 336.37 | 1764.76 |
| US$/Serodiscordant partner infections averted | ||
| Discount rate(3%) | ||
| Best case-5% | 7444.31 | 7006.97 |
| Worst case-0% | 9273.15 | 8824.06 |
| Coverage rate of ART(70%) | ||
| Best case-90% | 6567.55 | 5991.51 |
| Worst case-45% | 11,939.45 | 11,774.37 |
| Time horizon(10 years) | ||
| Best case-20 years | 7223.82 | 6711.37 |
| Worst case-5 years | 8693.81 | 8212.97 |
Fig. 5Tornado diagrams for the cost per life-year gained of Option B and Option B+
Fig. 6Tornado diagrams for the cost per QALY acquired of Option B and Option B+
Fig. 7Tornado diagrams for the cost per serodiscordant partner infection averted of Option B and Option B+