Evidence map›Paper›PMID 41018701›Full record

ArticleOpen forum infectious diseases2025

Impacts of US Bilateral Aid Disruptions on HIV Resurgence in Zambia: A Mathematical Modeling Study.

Lloyd B Mulenga, Kebby Musokotwane, Suilanji Sivile, Khozya D Zyambo, Roma Chilengi, Kennedy Lishimpi, George Sinyangwe, Sombo Fwoloshi, Chimika Phiri, Henry Phiri and 6 more

Abstract read
In one paragraph

Article in Open forum infectious diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Using HIV antibody measurements to detect viral load rebound: An analysis from an analytic treatment interruption study in the United States.International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases · 2026
    Observational
  2. 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

16 authors.

Lloyd B MulengaMinistry of Health, Lusaka, Zambia.
Kebby MusokotwaneNational AIDS Council, Lusaka, Zambia.
Suilanji SivileMinistry of Health, Lusaka, Zambia.
Khozya D ZyamboMinistry of Health, Lusaka, Zambia.ORCID https://orcid.org/0000-0002-3813-2784
Roma ChilengiZambia National Public Health Institute, Lusaka, Zambia.
Kennedy LishimpiMinistry of Health, Lusaka, Zambia.
George SinyangweMinistry of Health, Lusaka, Zambia.
Sombo FwoloshiUniversity Teaching Hospital, Adult Infectious Diseases Center, Lusaka, Zambia.
Chimika PhiriMinistry of Health, Lusaka, Zambia.
Henry PhiriMinistry of Health, Lusaka, Zambia.
Davies KampambaMinistry of Health, Lusaka, Zambia.
David J KaftanDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.
Sulani NyimbiliDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.ORCID https://orcid.org/0000-0002-7202-4971
Daniel T CitronDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.ORCID https://orcid.org/0000-0002-1282-4176
Hae-Young KimDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.
Anna BershteynDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.ORCID https://orcid.org/0000-0002-6604-7093

Funding

Can mental health services break the cycle perpetuating HIV hotspots in sub-Saharan Africa?R01MH124478 · NIMH · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI BERSHTEYN, ANNA · 2021 to 2025
$3.2M
Rapid Tests for Recent Infection (RTRI) for Precision Public Health in Sub-Saharan Africa: Next-Generation Strategies Amid Changing HIV EpidemiologyR01AI174932 · NIAID · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Ronald Scott Braithwaite · 2023 to 2026
$3.0M
Drug concentration measurement for HIV prevention targets: toward a population-based HIV impact assessment (PHIA) for PrEPR01AI179417 · NIAID · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Anna Bershteyn, Dobromir Dimitrov · 2024 to 2026
$2.5M
When are in-person HIV services worth the risk of COVID-19 and other communicable illnesses? Optimizing choices when virtual services are less effectiveR01MH130238 · NIMH · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI BERSHTEYN, ANNA · 2022 to 2024
$2.2M
NIAID NIH HHS R01 AI174932NIAID NIH HHS R01 AI179417NIMH NIH HHS R01 MH124478NIMH NIH HHS R01 MH130238
6 · The paper itself

Abstract

Background: Of countries with high HIV prevalence, Zambia had the largest proportion of funding to its HIV program from the United States President's Emergency Plan for AIDS Relief (PEPFAR)-84% at the start of 2025. Abrupt withdrawal of bilateral aid in January 2025 disrupted HIV services. This study aimed to estimate the health and epidemiological consequences of the disruptions, and to what extent impacts could be mitigated by restoring services. Methods: We leveraged a previously developed HIV agent-based network transmission model, Epidemiological MODeling software for HIV, calibrated to Zambian HIV data at the provincial level. Health authorities leading the Zambian HIV program identified data and assumptions regarding impacts of aid disruptions by province and associated uncertainty ranges. We simulated disruptions lasting 3 months, 1 year, 4 years, or unabated, versus a counterfactual of no disruptions, over 2025-2060. Outcomes included additional HIV infections, deaths, and prevalence. Results: Unabated disruptions added 3.3 million HIV acquisitions (8.8x more than no disruption) and 1.6 million HIV deaths (5.3x), with the largest number among women (1.5 million acquisitions, 790 933 deaths) and the largest proportional increase among children (21.6x acquisitions, 20.8x deaths). Restoring services within 3 months would limit additional acquisitions to 54 863 (+13.1%) and additional deaths to 32 550 (+8.7%). HIV prevalence would increase by 4.5x if disruptions were unabated through 2060, but would not change (0.0x) if services were restored within 3 months. Conclusions: Rapid restoration of HIV services disrupted by the 2025 bilateral aid withdrawal could save >1.5 million lives and prevent epidemic resurgence in Zambia.

Indexed as

bilateral aidHIVmathematical modelingPEPFARZambia

Identifiers

PMID41018701
PMCPMC12461847

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.