Evidence map›Paper›PMID 35961353›Full record

ArticleThe Lancet. Global health2022

Transmission reduction, health benefits, and upper-bound costs of interventions to improve retention on antiretroviral therapy: a combined analysis of three mathematical models.

Anna Bershteyn, Lise Jamieson, Hae-Young Kim, Ingrida Platais, Masabho P Milali, Edinah Mudimu, Debra Ten Brink, Rowan Martin-Hughes, Sherrie L Kelly, Andrew N Phillips and 5 more

Abstract read
In one paragraph

Article in The Lancet. Global health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Anna BershteynDepartment of Population Health, New York University Grossman School of Medicine, New York, NY, USA. Electronic address: anna.bershteyn@nyulangone.org.
Lise JamiesonHealth Economics and Epidemiology Research Office (HE2RO), University of the Witwatersrand, Johannesburg, South Africa.
Hae-Young KimDepartment of Population Health, New York University Grossman School of Medicine, New York, NY, USA.
Ingrida PlataisDepartment of Population Health, New York University Grossman School of Medicine, New York, NY, USA.
Masabho P MilaliDepartment of Population Health, New York University Grossman School of Medicine, New York, NY, USA.
Edinah MudimuDepartment of Decision Sciences, University of South Africa, Pretoria, South Africa.
Debra Ten BrinkBurnet Institute, Melbourne, VIC, Australia.
Rowan Martin-HughesBurnet Institute, Melbourne, VIC, Australia.
Sherrie L KellyBurnet Institute, Melbourne, VIC, Australia.
Andrew N PhillipsInstitute for Global Health, University College London, London, UK.
Loveleen Bansi-MatharuInstitute for Global Health, University College London, London, UK.
Valentina CambianoInstitute for Global Health, University College London, London, UK.
Paul RevillCentre for Health Economics, University of York, York, UK.
Gesine Meyer-RathHealth Economics and Epidemiology Research Office (HE2RO), University of the Witwatersrand, Johannesburg, South Africa; Department of Global Health, School of Public Health, Boston University, Boston, MA, USA.
Brooke E NicholsHealth Economics and Epidemiology Research Office (HE2RO), University of the Witwatersrand, Johannesburg, South Africa; Department of Global Health, School of Public Health, Boston University, Boston, MA, USA; Department of Medical Microbiology, Amsterdam University Medical Center, Amsterdam, Netherlands.

Funding

Medical Research Council MR/T042796/1
6 · The paper itself

Abstract

backgroundIn this so-called treat-all era, antiretroviral therapy (ART) interruptions contribute to an increasing proportion of HIV infections and deaths. Many strategies to improve retention on ART cost more than standard of care. In this study, we aimed to estimate the upper-bound costs at which such interventions should be adopted.

methodsIn this combined analysis, we compared the infections averted, disability-adjusted life-years (DALYs) averted, and upper-bound costs of interventions that improve ART retention in three HIV models with diverse structures, assumptions, and baseline settings: EMOD in South Africa, Optima in Malawi, and Synthesis in sub-Saharan African low-income and middle-income countries (LMICs). We modelled estimates over a 40-year time horizon, from a baseline of Jan 1, 2022, when interventions would be implemented, to Jan 1, 2062. We varied increment of ART retention (25%, 50%, 75%, and 100% retention), the extent to which interventions could be targeted towards individuals at risk of interrupting ART, and cost-effectiveness thresholds in each setting.

findingsDespite simulating different settings and epidemic trends, all three models produced consistent estimates of health benefit (ie, DALYs averted) and transmission reduction per increment in retention. The range of estimates was 1·35-3·55 DALYs and 0·12-0·20 infections averted over the 40-year time horizon per additional person-year retained on ART. Upper-bound costs varied by setting and intervention effectiveness. Improving retention by 25% among all people receiving ART, regardless of risk of ART interruption, gave an upper-bound cost per person-year of US$2-6 in Optima (Malawi), $43-68 in Synthesis (LMICs in sub-Saharan Africa), and $28-180 in EMOD (South Africa). A maximally targeted and effective retention intervention had an upper-bound cost per person-year of US$93-223 in Optima (Malawi), $871-1389 in Synthesis (LMICs in sub-Saharan Africa), and $1013-6518 in EMOD (South Africa).

interpretationUpper-bound costs that could improve ART retention vary across sub-Saharan African settings and are likely to be similar to or higher than was estimated before the start of the treat-all era. Upper-bound costs could be increased by targeting interventions to those most at risk of interrupting ART.

fundingBill & Melinda Gates Foundation.

Indexed as

HIV InfectionsCost-Benefit AnalysisHumansMalawiModels, TheoreticalSouth Africa

Identifiers

PMID35961353
PMCPMC9380252

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.