Evidence map›Paper›PMID 33693517›Full record

ArticleClinical infectious diseases : an official publication of the Infectious Diseases Society of America2021

Effects of National Adoption of Treat-All Guidelines on Pre-Antiretroviral Therapy (ART) CD4 Testing and Viral Load Monitoring After ART initiation: A Regression Discontinuity Analysis.

Ellen Brazier, Olga Tymejczyk, Elizabeth Zaniewski, Matthias Egger, Kara Wools-Kaloustian, Constantin T Yiannoutsos, Antoine Jaquet, Keri N Althoff, Jennifer S Lee, Yanink Caro-Vega and 4 more

Open access · bronzeAbstract read
In one paragraph

Article in Clinical infectious diseases : an official publication of the Infectious Diseases Society of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed, 1 pooled it
1.5field-weighted citation impact, top 15% of its field
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

23 citing papers in PubMed, 1 synthesis or guideline pooled it, 29 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Global Trends in CD4 Count Measurement and Distribution at First Antiretroviral Treatment Initiation.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025
    Article
  9. Article
  10. Article
  11. Article
  12. Review
  13. Article
  14. Article
  15. Review
  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

14 authors at 8 institutions in 6 countries.

Ellen BrazierInstitute for Implementation Science in Population Health, Graduate School of Public Health and Health Policy, City University of New York, New York, New York, USA.ORCID 0000-0002-8514-1958
Olga TymejczykInstitute for Implementation Science in Population Health, Graduate School of Public Health and Health Policy, City University of New York, New York, New York, USA.
Elizabeth ZaniewskiInstitute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.
Matthias EggerInstitute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.
Kara Wools-KaloustianSchool of Medicine, Indiana University, Indianapolis, Indiana, USA.
Constantin T YiannoutsosDepartment of Biostatistics, R. M. Fairbanks School of Public Health, Indiana University, Indianapolis, Indiana, USA.
Antoine JaquetUniversity of Bordeaux, INSERM, French National Research Institute for Sustainable Development (IRD), UMR 1219, Bordeaux, France.
Keri N AlthoffDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
Jennifer S LeeDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
Yanink Caro-VegaDepartamento de Infectología, Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán," Mexico City, Mexico.
Paula M LuzInstituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil.
Junko TanumaAIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan.
Théodore NiyongaboCentre National de Reference en Matière de VIH/SIDA (CNR), Bujumbura, Burundi.
Denis NashInstitute for Implementation Science in Population Health, Graduate School of Public Health and Health Policy, City University of New York, New York, New York, USA.
City University of New York · USIndiana University – Purdue University Indianapolis · USJohns Hopkins University · USUniversity of Bern · CHInstituto Evandro Chagas · BRInstituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán · MXNational Center for Global Health and Medicine · JPUniversité de Bordeaux · FR

Funding

Virology CoreP30AI027763 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI MALLORY O JOHNSON · 1988 to 2026
$93.6M
East Africa International Epidemiology Database to evaluate AIDS (IeDEA) Regional ConsortiumU01AI069911 · NIAID · INDIANA UNIV-PURDUE UNIV AT INDIANAPOLIS · PI Leslie Anne Enane, AGGREY SEMWENDERO SEMEERE · 2006 to 2026
$57.7M
Observational Antiretroviral Studies In Southern Africa (OASIS) CollaborationU01AI069924 · NIAID · UNIVERSITAT BERN · PI Cleophas Chimbetete, Mary-Ann Davies · 2006 to 2026
$55.9M
The Asia-Pacific HIV Research CollaborationU01AI069907 · NIAID · FOUNDATION FOR AIDS RESEARCH · PI ANNETTE H SOHN · 2006 to 2026
$44.8M
CCASAnet: Caribbean, Central and South America NetworkU01AI069923 · NIAID · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Pedro Enrique Cahn, Jessica L Castilho · 2006 to 2026
$41.6M
"Enhancing Cancer Research in Central Africa IeDEA"U01AI096299 · NIAID · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI Denis Nash, Marcel Yotebieng · 2011 to 2026
$35.8M
WADA (West Africa Database on Antiretroviral Therapy) CollaborationU01AI069919 · NIAID · UNIVERSITY OF BORDEAUX II · PI Didier Koumavi Ekouevi, Antoine Jaquet · 2006 to 2026
$29.9M
Harmonist: A Scalable Toolkit for Standardizing and Coordinating Data Sharing Across International Research NetworksR24AI124872 · NIAID · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Stephany Norah Duda · 2016 to 2026
$12.5M
Neuro HPA Project 1U54AG062334 · NIA · EMORY UNIVERSITY · PI Cecile Delille Lahiri, Vasiliki Michopoulos · 2018 to 2026
$12.2M
Eunice Kennedy Shriver National Institute of Child Health and Human Development U01AI069923National Institute of Allergy and Infectious DiseasesNCI NIH HHSNHLBI NIH HHSNIAAA NIH HHSNIAID NIH HHS P30 AI027763NIAID NIH HHS R24 AI124872NIAID NIH HHS U01 AI069907NIAID NIH HHS U01 AI069911NIAID NIH HHS U01 AI069919NIAID NIH HHS U01 AI069923NIAID NIH HHS U01 AI069924NIAID NIH HHS U01 AI096299NIA NIH HHS U54 AG062334NIDA NIH HHSNIDDK NIH HHS U01AI096299NIH HHSNIMH NIH HHS
6 · The paper itself

Abstract

backgroundThe World Health Organization's Treat-All guidance recommends CD4 testing before initiating antiretroviral therapy (ART), and routine viral load (VL) monitoring (over CD4 monitoring) for patients on ART.

methodsWe used regression discontinuity analyses to estimate changes in CD4 testing and VL monitoring among 547 837 ART-naive patients enrolling in human immunodeficiency virus (HIV) care during 2006-2018 at 225 clinics in 26 countries where Treat-All policies were adopted. We examined CD4 testing within 12 months before and VL monitoring 6 months after ART initiation among adults (≥20 years), adolescents (10-19 years), and children (0-9 years) in low/lower-middle-income countries (L/LMICs) and high/upper-middle-income countries (H/UMICs).

resultsTreat-All adoption led to an immediate decrease in pre-ART CD4 testing among adults in L/LMICs, from 57.0% to 48.1% (-8.9 percentage points [pp]; 95% CI: -11.0, -6.8), and a small increase in H/UMICs, from 90.1% to 91.7% (+1.6pp; 95% CI: 0.2, 3.0), with no changes among adolescents or children; decreases in pre-ART CD4 testing accelerated after Treat-All adoption in L/LMICs. In L/LMICs, VL monitoring after ART initiation was low among all patients in L/LMICs before Treat-All; while there was no immediate change at Treat-All adoption, VL monitoring trends significantly increased afterwards. VL monitoring increased among adults immediately after Treat-All adoption, from 58.2% to 61.1% (+2.9pp; 95% CI: 0.5, 5.4), with no significant changes among adolescents/children.

conclusionsWhile on-ART VL monitoring has improved in L/LMICs, Treat-All adoption has accelerated and disparately worsened suboptimal pre-ART CD4 monitoring, which may compromise care outcomes for individuals with advanced HIV.

Indexed as

Anti-HIV AgentsHIV InfectionsAdolescentAdultAnti-Retroviral AgentsAntiretroviral Therapy, Highly ActiveCD4 Lymphocyte CountChildHumansViral LoadAnti-HIV AgentsAnti-Retroviral AgentsHIV carepre-ART CD4 testingTreat-Allviral load monitoring

Identifiers

PMID33693517
PMCPMC8442775
OpenAlexW3135724712

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.