Evidence map›Paper›PMID 40214272›Full record

ArticleAIDS (London, England)2025

Modeling the potential impact of viral load monitoring on vertical transmission of HIV in Kenya.

Horacio A Duarte, Jeanette K Birnbaum, James G Carlucci, Yara Ghazal, Rosa C Ndiema, Eva A Enns

Abstract read
In one paragraph

Article in AIDS (London, England), 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. Article
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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

6 authors.

Horacio A DuarteDivision of Epidemiology & Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota.
Jeanette K BirnbaumDivision of Epidemiology & Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota.
James G CarlucciDepartment of Pediatrics, Ryan White Center for Pediatric Infectious Diseases and Global Health, Indiana University School of Medicine, Bloomington, Indiana, USA.
Yara GhazalDivision of Epidemiology & Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota.
Rosa C NdiemaDepartment of Obstetrics and Gynaecology, Kenyatta National Hospital, University of Nairobi, Nairobi, Kenya.
Eva A EnnsDivision of Health Policy & Management, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA.

Funding

Minnesota Population Center Science and Technical CoreP2CHD041023 · NICHD · UNIVERSITY OF MINNESOTA · PI THERESA LOUISE OSYPUK · 2016 to 2026
$4.3M
Informing optimal investments along the preconception to postpartum eMTCT continuumDP1HD115428 · NICHD · UNIVERSITY OF MINNESOTA · PI Horacio Adrian Duarte · 2024 to 2026
$1.6M
Developing an enhanced Mentor Mother strategy to improve prevention of mother-to-child transmission of HIV (PMTCT) outcomesK23HD109056 · NICHD · INDIANA UNIVERSITY INDIANAPOLIS · PI JAMES G CARLUCCI · 2022 to 2026
$772k
Value of Information and Cost-Effectiveness Analysis to Optimize Research and Policy Decisions for HIV Care in Resource Limited SettingsK01AI157841 · NIAID · UNIVERSITY OF MINNESOTA · PI DUARTE, HORACIO ADRIAN · 2021 to 2025
$746k
NIAID NIH HHS K01 AI157841NICHD NIH HHS DP1 HD115428NICHD NIH HHS K23 HD109056NICHD NIH HHS P2C HD041023
6 · The paper itself

Abstract

introductionViral load monitoring among pregnant and breastfeeding women (PBFW) can reduce vertical transmission by identifying PBFW with unsuppressed viral load and promoting re-suppression. However, the impact of varying degrees of adherence to viral load monitoring guidelines on the prevention of vertical transmission (PVT) is unknown.

methodsWe developed a microsimulation model of HIV progression and PVT care for PBFW living with recently acquired HIV in Kenya. We used this model to evaluate viral load monitoring in two key maternal populations: newly positive pregnant women who initiate ART during antenatal care and known positive women who are diagnosed and initiate ART prior to conception. For each population, we simulated three levels of adherence to Kenyan viral load monitoring guidelines during pregnancy and 18 months of breastfeeding: no testing; 50% adherence to indicated viral load tests (VL-50%); and 100% adherence (VL-100%). We evaluated viral load monitoring in each population by comparing live births, maternal deaths, and vertical transmission under VL-50% and VL-100% to no testing.

resultsUnder no testing, infants acquired HIV at a rate of 619 vs. 505 per 10 000 live births in the newly positive vs. known positive populations, respectively. Viral load monitoring reduced vertical transmission by 1.6-2.7% in newly positive women vs. 9.1-14.3% in known positive women, and it reduced maternal deaths by 1.2-1.8% vs. 1.6-2.3%.

conclusionMaternal viral load monitoring in Kenya has considerably greater potential for achieving relative reductions in vertical transmission among known positive women than among newly positive women. In known positive women, even imperfect adherence to guidelines may achieve substantial relative reductions in vertical transmission.

Indexed as

HIV InfectionsInfectious Disease Transmission, VerticalPregnancy Complications, InfectiousViral LoadAdultBreast FeedingFemaleGuideline AdherenceHumansInfant, NewbornKenyaPregnancyYoung AdultAfricamodelingvertical transmissionviral load monitoringviral suppressionwomen

Identifiers

PMID40214272
PMCPMC12202170

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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.