Evidence map›Paper›PMID 28617805›Full record

ArticlePloS one2017

Effect of eliminating CD4-count thresholds on HIV treatment initiation in South Africa: An empirical modeling study.

Jacob Bor, Shahira Ahmed, Matthew P Fox, Sydney Rosen, Gesine Meyer-Rath, Ingrid T Katz, Frank Tanser, Deenan Pillay, Till Bärnighausen

Abstract read
In one paragraph

Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing 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

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

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. 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.

Jacob BorDepartment of Global Health, Boston University School of Public Health, Boston, MA, United States of America.
Shahira AhmedDepartment of Global Health, Boston University School of Public Health, Boston, MA, United States of America.
Matthew P FoxDepartment of Global Health, Boston University School of Public Health, Boston, MA, United States of America.
Sydney RosenDepartment of Global Health, Boston University School of Public Health, Boston, MA, United States of America.
Gesine Meyer-RathDepartment of Global Health, Boston University School of Public Health, Boston, MA, United States of America.ORCID http://orcid.org/0000-0003-0439-381X
Ingrid T KatzDivision of Women's Health, Brigham and Women's Hospital, Boston, MA, United States.
Frank TanserAfrica Health Research Institute, Somkhele and Durban, South Africa.
Deenan PillayAfrica Health Research Institute, Somkhele and Durban, South Africa.
Till BärnighausenAfrica Health Research Institute, Somkhele and Durban, South Africa.

Funding

SOCIAL AND ECONOMIC PREDICTORS OF PHYSICAL AND COGNITIVE FUNCTIONP01AG041710 · NIA · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI Michele Michele Ramsay · 2013 to 2026
$37.3M
Training Tanzanian Researchers for HIV/AIDS Implementation ScienceD43TW009775 · FIC · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI Wafaie W Fawzi, Christopher Sudfeld · 2015 to 2026
$3.0M
New Methods for the design and evaluation of large HIV prevention interventionsR01AI112339 · NIAID · YALE UNIVERSITY · PI SPIEGELMAN, DONNA L · 2014 to 2017
$2.7M
Causal Pathways to population health impact of HIV antiretroviral treatmentR01HD084233 · NICHD · UNIVERSITY OF KWAZULU-NATAL · PI BARNIGHAUSEN, TILL, TANSER, FRANK COURTENEY · 2015 to 2021
$2.3M
Impact of Antiretroviral Therapy on HIV Epidemic DynamicsR01MH083539 · NIMH · BROWN UNIVERSITY · PI LURIE, MARK NATHAN · 2009 to 2012
$2.2M
Can HIV Hot-Spots be eradicated? An intervention to decrease HIV transmission to young women in rural KwaZulu-Natal South AfricaR01AI124389 · NIAID · UNIVERSITY OF KWAZULU-NATAL · PI BARNIGHAUSEN, TILL, TANSER, FRANK COURTENEY · 2016 to 2020
$2.1M
HIV Treatment Refusal Among Adults Presenting for Testing in Soweto, South AfricaK23MH097667 · NIMH · BRIGHAM AND WOMEN'S HOSPITAL · PI KATZ, INGRID T. · 2012 to 2016
$922k
Economic, health, and behavioral dimensions of HIV treatment scale-upK01MH105320 · NIMH · BOSTON UNIVERSITY MEDICAL CAMPUS · PI BOR, JACOB · 2015 to 2018
$613k
FIC NIH HHS D43 TW009775NIAID NIH HHS R01 AI112339NIAID NIH HHS R01 AI124389NIA NIH HHS P01 AG041710NICHD NIH HHS R01 HD084233NIMH NIH HHS K01 MH105320NIMH NIH HHS K23 MH097667NIMH NIH HHS R01 MH083539Wellcome Trust
6 · The paper itself

Abstract

backgroundThe World Health Organization recommends initiating antiretroviral therapy (ART) regardless of CD4 count. We assessed the effect of ART eligibility on treatment uptake and simulated the impact of WHO's recommendations in South Africa.

methodsWe conducted an empirical analysis of cohort data using a regression discontinuity design, and then used this model for policy simulation. We enrolled all patients (n = 19,279) diagnosed with HIV between August 2011 and December 2013 in the Hlabisa HIV Treatment and Care Programme in rural South Africa. Patients were ART-eligible with CD4<350 cells/mm3 or Stage III/IV illness. We estimated: (1) distribution of first CD4 counts in 2013; (2) probability of initiating ART ≤6 months of HIV diagnosis under existing criteria at each CD4 count; (3) probability of initiating ART by CD4 count if thresholds were eliminated; and (4) number of expected new initiators if South Africa eliminates thresholds.

findingsIn 2013, 38.9% of patients diagnosed had a CD4 count ≥500. 8.0% of these patients initiated even without eligible CD4 counts. If CD4 criteria were eliminated, we project that an additional 19.2% of patients with CD4 ≥500 would initiate ART; 72.8% would not initiate ART despite being eligible. Eliminating CD4 criteria would increase the number starting ART by 26.7%. If these numbers hold nationally, this would represent an additional 164,000 initiators per year, a 5.2% increase in patients receiving ART and 5.3% increase in programme costs.

conclusionsRemoving CD4 criteria alone will modestly increase timely uptake of ART. However, our results suggest the majority of newly-eligible patients will not initiate. Improved testing, linkage, and initiation procedures are needed to achieve 90-90-90 targets.

Indexed as

AdultAnti-HIV AgentsCD4 Lymphocyte CountFemaleHIV InfectionsHumansMaleModels, TheoreticalPatient SelectionRegression AnalysisSouth AfricaYoung AdultAnti-HIV Agents

Identifiers

PMID28617805
PMCPMC5472329

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.