Evidence map›Paper›PMID 22767342›Full record

ArticleAIDS (London, England)2012

Patterns of antiretroviral therapy adherence and impact on HIV RNA among patients in North America.

Becky L Genberg, Ira B Wilson, David R Bangsberg, Julia Arnsten, Kathy Goggin, Robert H Remien, Jane Simoni, Robert Gross, Nancy Reynolds, Marc Rosen and 2 more

Abstract readMulticenter Study
In one paragraph

Article in AIDS (London, England), 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 71 papers.

0numbers the graph read from it
0cells of the map it votes in
71citing papers in PubMed
4.7field-weighted citation impact, top 4% 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

71 citing papers in PubMed, 102 citations in OpenAlex.

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  9. Antiretroviral Treatment Switch Among Treatment-Experienced People with HIV.Journal of health economics and outcomes research · 2026
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11 more citing papers are in PubMed but not listed here.

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 at 9 institutions in 1 country.

Becky L GenbergDepartment of Health Services, Policy & Practice, Alpert Medical School, Brown University, Providence, RI 02912, USA. becky_genberg@brown.edu
Ira B Wilson
David R Bangsberg
Julia Arnsten
Kathy Goggin
Robert H Remien
Jane Simoni
Robert Gross
Nancy Reynolds
Marc Rosen
Honghu Liu
MACH14 Investigators
Brown University · USYale University · USHarvard University Press · USMontefiore Medical Center · USNew York Psychoanalytic Society and Institute · USUniversity of California, Los Angeles · USUniversity of Missouri–Kansas City · USUniversity of Pennsylvania · USUniversity of Washington · US

Funding

WOMEN'S HEALTH AGENDAU01AI038858 · NIAID · SOCIAL AND SCIENTIFIC SYSTEMS, INC. · PI BENSON, CONSTANCE ANN · 1996 to 2008
$157.5M
Virology, Immunology, and Microbiology CoreP30AI050410 · NIAID · UNIV OF NORTH CAROLINA CHAPEL HILL · PI DAVID M. MARGOLIS · 2001 to 2026
$76.9M
Translational ScienceP30AI042853 · NIAID · MIRIAM HOSPITAL · PI LARRY K BROWN · 1998 to 2026
$51.7M
The Statistics, Data Science, and Data Management (SDM) CoreP30MH043520 · NIMH · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI MILTON L WAINBERG · 2003 to 2026
$48.2M
Weill Cornell Medicine - Rutgers New Jersey Medical School Clinical Trials UnitUM1AI069419 · NIAID · WEILL MEDICAL COLL OF CORNELL UNIV · PI ROY M. GULICK · 2012 to 2026
$44.6M
TB PREVENTION AND HIV IN THE HOMELESS--AN INTERVENTIONR01MH054907 · NIMH · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BANGSBERG, DAVID ROY · 1995 to 2014
$20.7M
HIV-1, ETHNICITY, GENDER AND ACUTE STRESS REACTIVITYP01MH049548 · NIMH · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI IRONSON, GAIL H · 1993 to 2002
$8.5M
Cornell Clinical Trials UnitU01AI069419 · NIAID · WEILL MEDICAL COLL OF CORNELL UNIV · PI GULICK, ROY M. · 2007 to 2011
$6.5M
Improving Adherence to Antiretroviral TherapyR01NR004749 · NINR · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI ERLEN, JUDITH A · 1998 to 2007
$3.6M
ART Adherence: Observed Therapy and Enhanced CounselingR01MH068197 · NIMH · UNIVERSITY OF MISSOURI KANSAS CITY · PI GOGGIN, KATHY J · 2004 to 2008
$3.6M
A TRAINING INTERVENTION TO ENHANCE ADHERENCE TO HAARTR01MH061695 · NIMH · RAND CORPORATION · PI KANOUSE, DAVID E · 2000 to 2004
$3.2M
Multi-Site Collaborative Study for Adherence Virologic and Clinical OutcomesR01MH078773 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI LIU, HONGHU · 2007 to 2011
$3.1M
AHRQ HHS T32HS01965NIAID NIH HHS AI069419NIAID NIH HHS AI38858NIAID NIH HHS P30 AI042853NIAID NIH HHS P30 AI050410NIAID NIH HHS R01AI41413NIAID NIH HHS U01 AI038858NIAID NIH HHS U01 AI069419NIAID NIH HHS UM1 AI069419NICHD NIH HHS K24 HD069204NIDA NIH HHS K02 DA017277NIDA NIH HHS K02DA017277NIDA NIH HHS R01 DA011869NIDA NIH HHS R01 DA013826NIDA NIH HHS R01 DA015215NIDA NIH HHS R01 DA015679NIDA NIH HHS R01DA015679NIDA NIH HHS R01DA11869NIDA NIH HHS R01DA13826NIDA NIH HHS R01DA15215NIDA NIH HHS R25 DA023021NIMH NIH HHS K08 MH001584NIMH NIH HHS K23 MH001862NIMH NIH HHS K23MH01862NIMH NIH HHS K24 MH087227NIMH NIH HHS K24 MH092242NIMH NIH HHS P01 MH049548NIMH NIH HHS P01MH49548NIMH NIH HHS P30 MH043520NIMH NIH HHS R01MH01584NIMH NIH HHS R01 MH054907NIMH NIH HHS R01 MH058986NIMH NIH HHS R01 MH061173NIMH NIH HHS R01 MH061695NIMH NIH HHS R01 MH068197NIMH NIH HHS R01 MH078773NIMH NIH HHS R01MH078773NIMH NIH HHS R01MH54907NIMH NIH HHS R01MH58986NIMH NIH HHS R01MH61173NIMH NIH HHS R01MH61695NIMH NIH HHS R01MH68197NINR NIH HHS R01 NR004749NINR NIH HHS R01NR04749
6 · The paper itself

Abstract

objectiveAdherence to antiretroviral therapies (ART) is the strongest predictor of viral suppression among individuals infected with HIV, however, limited data exists to understand the patterns of adherence that confer the greatest benefit across different ART regimens.

designLongitudinal data pooled from 16 studies conducted between 1997 and 2009 across the United States.

methodsAdherence was measured using Medication Event Monitoring System. Percentage of time with sufficient drug concentrations (covered time) and the length of the longest treatment interruption during the 28 days prior to plasma HIV-RNA measurements were calculated. Logistic regression with generalized estimating equations was used to estimate medication-specific adherence estimates on detectable HIV-RNA (>400 copies/ml).

resultsOne thousand and eighty-eight participants with 3795 HIV-RNA measures were studied. Both lower covered time and greater longest interruption showed dose-response relationships with the odds of detectable HIV-RNA; however, estimates did not vary by medication regimen. Compared with 93-100% coverage, periods of 0-25% covered time had a three-fold increased risk of detectable HIV-RNA [odds ratio (OR) = 3.22, 95% confidence interval (CI): 2.48-4.19]. Similarly, compared to longest interruptions of 0-48 h, longest interruptions of 21-28 days had a nearly four-fold increased risk of detectable HIV-RNA (OR = 3.65, 95% CI: 2.77, 4.81).

conclusionWe found that adherence was consistently strongly associated with treatment response across ART regimens. Of the patterns of adherence, longer interruptions may have greater impact than covered time. Future research should investigate additional methods for examining adherence patterns, understanding the determinants of consecutive missed doses and the evaluation of interventions designed to address interruptions in treatment.

Indexed as

Drug MonitoringAcquired Immunodeficiency SyndromeAdultAnti-HIV AgentsFemaleHumansLogistic ModelsLongitudinal StudiesMaleMiddle AgedNorth AmericaRNA, ViralTreatment OutcomeAnti-HIV AgentsRNA, Viral

Identifiers

PMID22767342
PMCPMC3655551
OpenAlexW1973523740

What OpenQuestion holds

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Registered trials

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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.