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

IF 3.8 4区 医学 Q2 IMMUNOLOGY
Open Forum Infectious Diseases Pub Date : 2025-09-11 eCollection Date: 2025-09-01 DOI:10.1093/ofid/ofaf511
Lloyd B Mulenga, Kebby Musokotwane, Suilanji Sivile, Khozya D Zyambo, Roma Chilengi, Kennedy Lishimpi, George Sinyangwe, Sombo Fwoloshi, Chimika Phiri, Henry Phiri, Davies Kampamba, David J Kaftan, Sulani Nyimbili, Daniel T Citron, Hae-Young Kim, Anna Bershteyn
{"title":"Impacts of US Bilateral Aid Disruptions on HIV Resurgence in Zambia: A Mathematical Modeling Study.","authors":"Lloyd B Mulenga, Kebby Musokotwane, Suilanji Sivile, Khozya D Zyambo, Roma Chilengi, Kennedy Lishimpi, George Sinyangwe, Sombo Fwoloshi, Chimika Phiri, Henry Phiri, Davies Kampamba, David J Kaftan, Sulani Nyimbili, Daniel T Citron, Hae-Young Kim, Anna Bershteyn","doi":"10.1093/ofid/ofaf511","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>Rapid restoration of HIV services disrupted by the 2025 bilateral aid withdrawal could save >1.5 million lives and prevent epidemic resurgence in Zambia.</p>","PeriodicalId":19517,"journal":{"name":"Open Forum Infectious Diseases","volume":"12 9","pages":"ofaf511"},"PeriodicalIF":3.8000,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12461847/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Open Forum Infectious Diseases","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/ofid/ofaf511","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/9/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
引用次数: 0

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.

美国双边援助中断对赞比亚艾滋病毒死灰复燃的影响:数学模型研究。
背景:在艾滋病毒流行率高的国家中,赞比亚的艾滋病毒方案获得美国总统艾滋病紧急救援计划(PEPFAR)资助的比例最大,2025年初达到84%。2025年1月突然撤出双边援助,扰乱了艾滋病毒服务。这项研究旨在估计中断对健康和流行病学的影响,以及通过恢复服务可以在多大程度上减轻影响。方法:我们利用先前开发的基于HIV代理的网络传播模型,即HIV流行病学建模软件,根据赞比亚省级HIV数据进行校准。领导赞比亚艾滋病毒项目的卫生当局确定了各省援助中断影响的数据和假设,以及相关的不确定性范围。我们模拟了在2025-2060年间持续3个月、1年、4年或有增无减的中断,而不是没有中断的反事实。结果包括额外的艾滋病毒感染、死亡和流行率。结果:持续的中断增加了330万例艾滋病毒感染(比没有中断增加8.8倍)和160万例艾滋病毒死亡(5.3倍),其中妇女人数最多(150万例感染,790933例死亡),儿童人数增幅最大(21.6例感染,20.8例死亡)。3个月内恢复服务将使新增感染人数减少到54 863人(+13.1%),新增死亡人数减少到32 550人(+8.7%)。如果中断到2060年不减少,艾滋病毒流行率将增加4.5倍,但如果在3个月内恢复服务,则不会改变(0.0倍)。结论:迅速恢复因2025年双边援助撤出而中断的艾滋病毒服务可以挽救150万人的生命,并防止疫情在赞比亚卷土重来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Open Forum Infectious Diseases
Open Forum Infectious Diseases Medicine-Neurology (clinical)
CiteScore
6.70
自引率
4.80%
发文量
630
审稿时长
9 weeks
期刊介绍: Open Forum Infectious Diseases provides a global forum for the publication of clinical, translational, and basic research findings in a fully open access, online journal environment. The journal reflects the broad diversity of the field of infectious diseases, and focuses on the intersection of biomedical science and clinical practice, with a particular emphasis on knowledge that holds the potential to improve patient care in populations around the world. Fully peer-reviewed, OFID supports the international community of infectious diseases experts by providing a venue for articles that further the understanding of all aspects of infectious diseases.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信