Evidence map›Paper›PMID 23542638›Full record

ArticleJournal of acquired immune deficiency syndromes (1999)2013

Pooled HIV-1 RNA viral load testing for detection of antiretroviral treatment failure in Kenyan children.

Bhavna H Chohan, Kenneth Tapia, Michele Merkel, Arphaxad C Kariuki, Brian Khasimwa, Agatha Olago, Richard Gichohi, Elizabeth M Obimbo, Dalton C Wamalwa

Abstract read
In one paragraph

Article in Journal of acquired immune deficiency syndromes (1999), 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

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

5 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  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

9 authors.

Bhavna H ChohanDepartment of Medical Microbiology, University of Nairobi, Nairobi, Kenya. bchohan@uw.edu
Kenneth Tapia
Michele Merkel
Arphaxad C Kariuki
Brian Khasimwa
Agatha Olago
Richard Gichohi
Elizabeth M Obimbo
Dalton C Wamalwa

Funding

University of Washington/Fred Hutch Center for AIDS ResearchP30AI027757 · NIAID · UNIVERSITY OF WASHINGTON · PI Grace C. John-Stewart · 1988 to 2026
$104.9M
INTERNATIONAL TRAINING GRANT IN EPIDEMIOLOGYD43TW000007 · FIC · UNIVERSITY OF WASHINGTON · PI FARQUHAR, CAREY · 1988 to 2012
$16.3M
Long-term efficacy of pediatric HAARTR01TW007632 · FIC · UNIVERSITY OF NAIROBI · PI WAMALWA, DALTON CHEKOKO · 2006 to 2010
$352k
FIC NIH HHS 3R01 TW007632-05S1FIC NIH HHS D43 TW000007FIC NIH HHS R01 D43-TW000007FIC NIH HHS R01 TW007632NIAID NIH HHS P30 AI027757PHS HHS 5U2GPS002182 CDC 2010-2011PHS HHS CCU 024513 CDC 2004-2010
6 · The paper itself

Abstract

backgroundPooled viral load (VL) testing with 2 different testing strategies was evaluated as a potential cost saving method to monitor antiretroviral therapy (ART) in HIV-infected children receiving ART in a resource-limited setting.

methodsArchived samples collected from 250 HIV-1-infected children on first-line ART at various time points post-ART initiation were evaluated for pooled VL testing using a minipool + algorithm strategy. Additionally, samples collected in real time from 125 children on ART were assessed for virologic failure using a minipool strategy for pooled VL testing. Virologic failure was determined as HIV-1 RNA VLs >1500 copies/mL.

resultsMinipool + algorithm strategy for pooled VL testing of archived samples had estimated viral failure of 13.6%, with a relative efficiency (RE) of 23.6% (95% CI: 18.5 to 29.4), and negative predictive value of 88%. This testing strategy would have resulted in 24% fewer assays needed for a cost savings of $1180 per 100 samples. The minipool strategy for pooled VL testing of samples obtained in real time yielded an estimated 23.2% of samples with viral failure and a RE of 8.0% (95% CI: 3.9 to 14.2); however, had a minipool + algorithm pooling strategy been used, the RE would have increased to 20%.

conclusionsThe minipool + algorithm strategy for pooled VL testing to detect virologic failure in HIV-1-infected children on ART was determined to be relatively efficient in detecting virologic failure, have high negative predictive value, with substantial cost savings. Pooling strategies may be important components of cost-effect strategies to reduce rates of viral failure and resistance, thus, improving clinical outcomes.

Indexed as

Viral LoadAdolescentAlgorithmsAnti-HIV AgentsChildChild, PreschoolDrug Resistance, ViralFemaleHIV-1HIV InfectionsHumansInfantKenyaMaleRNA, ViralTreatment FailureAnti-HIV AgentsRNA, Viral

Identifiers

PMID23542638
PMCPMC3767042

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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.