Evidence map›Paper›PMID 29505108›Full record

ArticleTropical medicine & international health : TM & IH2018

A targeted approach for routine viral load monitoring in Malawian adults on antiretroviral therapy.

Randy G Mungwira, Titus H Divala, Osward M Nyirenda, Maxwell Kanjala, Francis Muwalo, Felix A Mkandawire, Augustine Choko, Terrie E Taylor, Jane Mallewa, Joep J van Oosterhout and 2 more

Abstract read
In one paragraph

Article in Tropical medicine & international health : TM & IH, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Trial
  2. Review
  3. Article
  4. Article
  5. 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.

Randy G MungwiraBlantyre Malaria Project, College of Medicine, University of Malawi, Blantyre, Malawi.
Titus H DivalaBlantyre Malaria Project, College of Medicine, University of Malawi, Blantyre, Malawi.
Osward M NyirendaBlantyre Malaria Project, College of Medicine, University of Malawi, Blantyre, Malawi.
Maxwell KanjalaBlantyre Malaria Project, College of Medicine, University of Malawi, Blantyre, Malawi.
Francis MuwaloBlantyre Malaria Project, College of Medicine, University of Malawi, Blantyre, Malawi.
Felix A MkandawireBlantyre Malaria Project, College of Medicine, University of Malawi, Blantyre, Malawi.
Augustine ChokoMalawi Liverpool Wellcome Trust Clinical Research Programme, Blantyre, Malawi.
Terrie E TaylorBlantyre Malaria Project, College of Medicine, University of Malawi, Blantyre, Malawi.
Jane MallewaDepartment of Medicine, College of Medicine, University of Malawi, Blantyre, Malawi.
Joep J van OosterhoutDepartment of Medicine, College of Medicine, University of Malawi, Blantyre, Malawi.
Miriam K LauferDivision of Malaria Research, Institute for Global Health, University of Maryland School of Medicine, Baltimore, MD, USA.
Matthew B LaurensDivision of Malaria Research, Institute for Global Health, University of Maryland School of Medicine, Baltimore, MD, USA.

Funding

Clinical trial of trimethoprim-sulfamethoxazole or chloroquine in adults on ARTU01AI089342 · NIAID · UNIVERSITY OF MARYLAND BALTIMORE · PI LAUFER, MIRIAM K. · 2011 to 2017
$13.7M
Mentoring in patient-oriented research in global healthK24AI114996 · NIAID · UNIVERSITY OF MARYLAND BALTIMORE · PI LAUFER, MIRIAM K. · 2016 to 2025
$1.6M
NIAID NIH HHS K24 AI114996NIAID NIH HHS U01 AI089342
6 · The paper itself

Abstract

objectivesWHO recommends HIV viral load (VL) testing 6 months after antiretroviral therapy (ART) initiation and every 12 months thereafter, but cost prohibits routine, universal VL testing in many developing countries. We sought to devise a targeted approach to routine VL monitoring that could reduce cost and identify those at low risk for virologic failure (VF).

methodsWe analysed screening data from a clinical trial enrolling adults on ART in Malawi. We identified risk factors associated with VF and employed the Knill-Jones method to assign summary score identifying persons at lower risk for VF.

resultsAmong 957 adults, prevalence of VF was 9.4%. Factors independently associated with VF included age <38 years (OR 3.44, 95% CI 2.01-5.89), ART duration >2.5 years (OR 2.98, 95% CI 1.79-4.96), ART adherence <95% (OR 1.76, 95% CI 1.06-2.94), CD4 count <200 cells/μl (OR 5.94, 95% CI 3.27-10.78), haemoglobin <13 g/dl (OR 2.76, 95% CI 1.70-4.50) and CD8 count >885 cells/μl (OR 2.10, 95% CI 1.28-3.44). Our VF prediction summary score included all factors above except CD8 count and was fairly accurate with validated area under receiver operating characteristic curve of 0.76. Implementation could reduce VL testing by 65%.

conclusionA simple score incorporating age, ART duration and adherence, and CD4 count can accurately identify adults at low risk for VF in a sub-Saharan African setting. In areas with high ART utilisation and limited VL testing capacity, a targeted approach could optimise routine VL monitoring while identifying adults in need of alternate ART regimens.

Indexed as

Drug MonitoringViral LoadAdultAnti-HIV AgentsAntiretroviral Therapy, Highly ActiveCD4 Lymphocyte CountDiagnostic Tests, RoutineFemaleHIV InfectionsHumansMalawiMaleMiddle AgedYoung AdultAnti-HIV Agentsantiretroviral therapyéchec virologiqueHIVMalawisurveillance de la charge viraletraitement antirétroviralVIHviral load monitoringvirologic failure

Identifiers

PMID29505108
PMCPMC5932246

What OpenQuestion holds

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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.