Evidence map›Paper›PMID 41462557›Full record

ArticleScientific reports2025

Predictors of longitudinal viral load suppression among adults receiving first line antiretroviral therapy in Central Ethiopia.

Charuai Suwanbamrung, Awoke Abraham, Meklit Asheber, Mesfin Menza Jaldo, Tagese Yakob

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Charuai SuwanbamrungProgram in Public Health Research, School of Public Health, Walailak University, Nakhon Si Thamarata, 80160, Thailand.
Awoke AbrahamProgram in Public Health Research, School of Public Health, Walailak University, Nakhon Si Thamarata, 80160, Thailand.
Meklit AsheberSchool of Public Health, College of Medicine and Health Sciences, Wolaita Sodo University, Wolaita Sodo, Ethiopia.
Mesfin Menza JaldoDepartment of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Wachemo University, Hossana, Ethiopia.
Tagese YakobSchool of Public Health, College of Medicine and Health Sciences, Wolaita Sodo University, Wolaita Sodo, Ethiopia. yitagesuj@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

HIV/AIDS continues to be a major global public health issue and a significant cause of death. While the WHO advocates for viral load testing as the primary approach to monitor treatment and detect antiretroviral therapy (ART) failure, the factors affecting viral load trends are frequently neglected. This study exclusively analyzes viral load trajectories, identifying predictors of virological suppression independent of adverse outcomes. This study aimed to assess predictors of longitudinal viral load suppression HIV patients on first-line ART in Central Ethiopia: a mixed-effects analysis. A retrospective follow-up study was conducted in public hospital in Central Ethiopia. A total of 376 adult patients who started first-line ART and had at least two viral load measurements between March 1, 2017, and November 30, 2021, were selected using simple random sampling. Follow-up continued until November 30, 2022.Variables with a univariable association (p < 0.20) with viral load changes were included in the multivariable analysis. A linear mixed-effects model was applied, with statistical significance set at 5%, using adjusted coefficients and 95% confidence intervals. To maintain focus on viral load trends, we excluded time-to-event endpoints and adverse reaction analyses. A total of 376 adult patients on anti-retroviral therapy were assessed. WHO clinical stage (stage II) (B = 0.199: p < 0.0001), (stage III) (B = 0.2: p = 0.0318), (stage IV) (B 0.37: p = 0.0011), CD4 count ( > = 200) (B = - 0.2: p = 0.0070) and poor adherence increased log VL by 0.36, p < 0.001 were found to have a significant effect on the log of viral load. In this study, we have found an overtime decrement in the log of the Viral Load of patients with HIV on ART. Factors such as baseline CD4 count, WHO clinical stage, and adherence were found to be significant predictors of log Viral Load evolution. In order to maximize the results of the policy of test and treat, we suggest that health professionals focus on the interventions that will result in the initiation of ART and long-term viral suppression.

Indexed as

Anti-HIV AgentsHIV InfectionsViral LoadAdultAntiretroviral Therapy, Highly ActiveCD4 Lymphocyte CountEthiopiaFemaleFollow-Up StudiesHIV-1HumansMaleMiddle AgedRetrospective StudiesYoung AdultAnti-HIV AgentsAnti-retroviral therapyEthiopiaHIV/AIDSPublic hospitalViral load

Identifiers

PMID41462557
PMCPMC12748617

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.