Evidence map›Paper›PMID 40712615›Full record

ArticleThe Lancet. Global health2025

Clinical impact and cost-effectiveness of the WHO-recommended advanced HIV disease package of care.

Emily P Hyle, Thulani Maphosa, Ajay Rangaraj, Mary Feser, Geoffrey C Singini, Prakriti Shrestha, Amir Shroufi, Krishna P Reddy, Eddie Matiya, Rosalia Dambe and 9 more

Abstract read
In one paragraph

Article in The Lancet. Global health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Clinical Impact and Cost-Effectiveness of Improving Access to Cryptococcal Meningitis Diagnostics and Treatment in Malawi.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2026
    Article
  2. Review
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors.

Emily P HyleMedical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA, USA; Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA. Electronic address: ehyle@mgh.harvard.edu.
Thulani MaphosaElizabeth Glaser Pediatric AIDS Foundation Malawi, Lilongwe, Malawi.
Ajay RangarajDepartment of Global HIV, Hepatitis, and Sexually Transmitted Diseases, World Health Organization, Geneva, Switzerland.
Mary FeserMedical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA, USA.
Geoffrey C SinginiElizabeth Glaser Pediatric AIDS Foundation Malawi, Lilongwe, Malawi.
Prakriti ShresthaMedical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA, USA.
Amir ShroufiHIV Team, The Global Fund to Fight AIDS, Tuberculosis and Malaria, Geneva, Switzerland.
Krishna P ReddyMedical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA, USA; Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
Eddie MatiyaElizabeth Glaser Pediatric AIDS Foundation Malawi, Lilongwe, Malawi.
Rosalia DambeElizabeth Glaser Pediatric AIDS Foundation Malawi, Lilongwe, Malawi.
Virginia R TalbotMedical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA, USA.
Rachel ChamangaElizabeth Glaser Pediatric AIDS Foundation Malawi, Lilongwe, Malawi.
C Robert HorsburghDepartment of Epidemiology, Biostatistics, Global Health and Medicine, Boston University, Boston, MA, USA.
Milton C WeinsteinDepartment of Health Policy and Management, Harvard T H Chan School of Public Health, Boston, MA, USA.
Rose K NyirendaDivision of HIV and AIDS, Ministry of Health, Government of Malawi, Lilongwe, Malawi.
Nathan FordDepartment of Global HIV, Hepatitis, and Sexually Transmitted Diseases, World Health Organization, Geneva, Switzerland; Centre for Integrated Data and Epidemiological Research, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa.
Appolinaire TiamElizabeth Glaser Pediatric AIDS Foundation, Washington, DC, USA; Department of Epidemiology, The George Washington University Milken Institute School of Public Health, Washington, DC, USA.
Andrew PhillipsHIV Modelling Consortium, Institute for Global Health, University College London, London, UK.
Kenneth A FreedbergMedical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA, USA; Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, USA; Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Department of Health Policy and Management, Harvard T H Chan School of Public Health, Boston, MA, USA.

Funding

Novel Methods to Inform HIV/TB Clinical Trial DevelopmentR01AI093269 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI REDDY, KRISHNA P · 2011 to 2024
$6.8M
NIAID NIH HHS R01 AI093269World Health Organization 001
6 · The paper itself

Abstract

backgroundIn sub-Saharan Africa, 20-40% of people living with HIV present with advanced HIV disease (AHD), which can be diagnosed, treated, and prevented using a package of care recommended by WHO. We aimed to project the cost-effectiveness and budget impact of the WHO-recommended AHD package in Malawi.

methodsUsing the Cost-Effectiveness of Preventing AIDS Complications-International model, we simulated a cohort of non-hospitalised people living with HIV (aged >19 years) initiating antiretroviral therapy (ART), 25% of whom had AHD (CD4 count <200 cells per μL and/or WHO stage 3 or 4 disease). We assessed 13 increasingly comprehensive strategies, ranging from ART only to the WHO-recommended AHD package, including tuberculosis diagnostics (ie, sputum Xpert and urine lipoarabinomannan), tuberculosis preventive therapy, serum cryptococcal antigen (CrAg) screening with pre-emptive fluconazole treatment if CrAg-positive, and co-trimoxazole to prevent bacterial infections. Model outcomes included 1 year survival, life expectancy, costs, and incremental cost-effectiveness ratios (ICERs, US$ per quality-adjusted life-year [QALY]); we considered a strategy cost-effective if the ICER was less than $600 per QALY (based on 2023 Malawi per capita gross domestic product).

findingsART only resulted in life expectancy of 17·45 undiscounted QALYs and discounted lifetime costs of $1450. All other strategies would increase both QALYs and costs. The WHO-recommended AHD package would result in the greatest life expectancy (19·30 undiscounted QALYs) and be cost-effective (ICER $580 per QALY). AHD prevalence and intervention efficacy had the greatest influence on ICERs; however, the WHO-recommended AHD package would remain cost-effective over a wide range of estimates.

interpretationThe WHO-recommended AHD package of care at ART initiation would provide substantial clinical benefits and be cost-effective in Malawi. This package for AHD should be made widely available in Malawi and similar settings.

fundingWHO, the HIV Modelling Consortium within the Institute for Global Health at University College London, the Bill & Melinda Gates Foundation, the National Institute of Allergy and Infectious Diseases, the Massachusetts General Hospital Jerome and Celia Reich Endowed Scholar in HIV/AIDS Research Award, and the Steve and Deborah Gorlin Massachusetts General Hospital Research Scholars Award. TRANSLATION: For the Chichewa translation of the abstract see Supplementary Materials section.

Indexed as

HIV InfectionsAdultAnti-HIV AgentsCost-Benefit AnalysisFemaleHumansMalawiMaleQuality-Adjusted Life YearsTuberculosisWorld Health OrganizationAnti-HIV Agents

Identifiers

PMID40712615
PMCPMC12286912

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.