Evidence map›Paper›PMID 40270753›Full record

Observational studyFrontiers in public health2025

Factors associated with viral load suppression in pregnant and postpartum women living with HIV in Rwanda: an open-observational cohort study.

Athanase Munyaneza, Hae-Young Kim, Qiuhu Shi, Ellen Brazier, Jonathan Ross, Benjamin Muhoza, Faustin Kanyabwisha, Gallican Kubwimana, Gad Murenzi, Denis Nash and 2 more

Abstract readObservational Study
In one paragraph

Observational study in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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 synthesis or guideline pooled it.

  1. Pooled it
  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

12 authors.

Athanase MunyanezaResearch for Development (RD Rwanda), Kigali, Rwanda.
Hae-Young KimInstitutional Centers for Clinical and Translational Research, Boston Children's Hospital, Boston, MA, United States.
Qiuhu ShiDepartment of Public Health, New York Medical College, Valhalla, NY, United States.
Ellen BrazierInstitute for Implementation Science in Population Health, City University of New York, Graduate School of Public Health and Health Policy, New York, NY, United States.
Jonathan RossDivision of General Internal Medicine, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, United States.
Benjamin MuhozaResearch for Development (RD Rwanda), Kigali, Rwanda.
Faustin KanyabwishaResearch for Development (RD Rwanda), Kigali, Rwanda.
Gallican KubwimanaResearch for Development (RD Rwanda), Kigali, Rwanda.
Gad MurenziResearch for Development (RD Rwanda), Kigali, Rwanda.
Denis NashInstitute for Implementation Science in Population Health, City University of New York, Graduate School of Public Health and Health Policy, New York, NY, United States.
Kathryn AnastosDivision of General Internal Medicine, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, United States.
Marcel YotebiengDivision of General Internal Medicine, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Achieving and maintaining HIV viral load suppression (VLS) in pregnant and postpartum women living with HIV (WLWH) is critical for their health and to prevent mother-to-child transmission. However, data on VLS in this population are limited. This study aimed to evaluate the prevalence and factors associated with VLS among pregnant and postpartum WLWH in Rwanda within 12 months of enrolling in antenatal care. Methods: An open observational cohort study was conducted using routine clinical data from 10 Rwandan HIV clinics in Kigali City. Data from WLWH on ART who became pregnant and were referred to PMTCT services between 2012 and 2020 were analyzed. The primary outcomes were the proportion of WLWH achieving VLS (viral load (VL) <1,000 or <200 copies/mL) within 12 months of antenatal registration. Logistic regression models assessed associations of VLS with socio-demographic and clinical characteristics. Results: Among 1,002 WLWH, 532 (53%) had documented VL results. The mean age was 30.4 years, with 60% aged 25-34 years. Most (83.7%) were primigravida, and 67% initiated ART before pregnancy. At antenatal care enrollment, 58% had a CD4 count ≥500 cells/uL. Within 12 months, 92% had VL <1,000 copies/mL and 87% had a VL <200 copies/mL. Advanced HIV disease (WHO stage 3 and 4) and lower CD4 counts were associated with lower odds of VLS. Conclusion: Among those with a recorded VL results, nine out of 10 had a VLS, particularly those without advanced HIV disease. The findings underscore the need for targeted interventions for WLWH with advanced HIV entering antenatal care.

Indexed as

HIV InfectionsPregnancy Complications, InfectiousViral LoadAdultAnti-HIV AgentsCohort StudiesFemaleHumansInfectious Disease Transmission, VerticalPostpartum PeriodPregnancyPrenatal CareRwandaYoung AdultAnti-HIV AgentsHIVIeDEAKigalipregnant and postpartum womenRwandaviral load suppression

Identifiers

PMID40270753
PMCPMC12014570

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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.