SynthesisMedicine2016
Adherence to Antiretroviral Therapy and Virologic Failure: A Meta-Analysis.
Synthesis in Medicine, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 159 papers, 9 of them syntheses that pooled 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.
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.
Who cites it
159 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- The Effect of Real-Time Medication Monitoring-Based Digital Adherence Tools on Adherence to Antiretroviral Therapy and Viral Suppression in People Living With HIV: A Systematic Literature Review and Meta-Analysis.Journal of acquired immune deficiency syndromes (1999) · 2024Pooled it
- Current ART, determinants for virologic failure and implications for HIV drug resistance: an umbrella review.AIDS research and therapy · 2023Pooled it
- Cost-Effectiveness of Anti-retroviral Adherence Interventions for People Living with HIV: A Systematic Review of Decision Analytical Models.Applied health economics and health policy · 2023Pooled it
- Does telehealth affect the adherence to ART among patients with HIV? A systematic review and meta-analysis.BMC infectious diseases · 2023Pooled it
- Pooled it
- Accuracy of measures for antiretroviral adherence in people living with HIV.The Cochrane database of systematic reviews · 2022Pooled it
- Adherence to immunosuppression in adult heart transplant recipients: A systematic review.Transplantation reviews (Orlando, Fla.) · 2021Pooled it
- Necessity and concerns beliefs and HIV medication adherence: a systematic review.Journal of behavioral medicine · 2020Pooled it
- Adherence to antiretroviral therapy for HIV/AIDS in Latin America and the Caribbean: Systematic review and meta-analysis.Journal of the International AIDS Society · 2018Pooled it
- Lenacapavir Use in France: A National, Observational Study (LENAddOn).Open forum infectious diseases · 2026Trial
- Efficacy of bictegravir/emtricitabine/tenofovir alafenamide versus dolutegravir-based three-drug regimens in people with HIV with varying adherence to antiretroviral therapy.The Journal of antimicrobial chemotherapy · 2025Trial
- Comparing pill counts and patient self-reports versus DBS tenofovir concentrations as ART adherence measurements with virologic outcomes and HIV drug resistance in a cohort of adolescents and young adults failing ART in Harare, Zimbabwe.Journal of infection and public health · 2024Trial
- Sankofa pediatric HIV disclosure intervention did not worsen depression scores in children living with HIV and their caregivers in Ghana.BMC public health · 2020Trial
- Effectiveness of a Web-Based Intervention to Support Medication Adherence Among People Living With HIV: Web-Based Randomized Controlled Trial.JMIR public health and surveillance · 2020Trial
- HIV-Related Stigma, Motivation to Adhere to Antiretroviral Therapy, and Medication Adherence Among HIV-Positive Methadone-Maintained Patients.Journal of acquired immune deficiency syndromes (1999) · 2019Trial
- Patterns of HIV viral suppression in a clinical trial evaluating a contingency management intervention.Journal of applied behavior analysisTrial
- Large language model-based triage to identify antiretroviral therapy adherence barriers and risk levels in patient messages.JAMIA open · 2026Article
- Protocol for a Pilot Quasi-Experimental Study on the Effect of Patient-Centered Education on HIV Virological Outcomes Among Adult People Live With HIV-HBV Co-Infection in North-West Ethiopia: Protocol for a Pilot Quasi-Experimental Study.Health science reports · 2026Article
- Viral load suppression and associated factors following enhanced adherence counseling among people living with HIV/AIDS.BMC infectious diseases · 2026Article
- A Stepped Care, Peer-Delivered Intervention to Improve Substance Use and HIV Medication Adherence in Primary Care in South Africa (ProjectJMIR research protocols · 2026Article
99 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The often cited need to achieve ≥95% (nearly perfect) adherence to antiretroviral therapy (ART) for successful virologic outcomes in HIV may present a barrier to initiation of therapy in the early stages of HIV. This meta-analysis synthesized 43 studies (27,905 participants) performed across >26 countries, to determine the relationship between cut-off point for optimal adherence to ART and virologic outcomes. Meta-analysis was performed using a random-effect model to calculate pooled odds ratios with corresponding 95% confidence intervals. The mean rate of patients reporting optimal adherence was 63.4%. Compared with suboptimal adherence, optimal adherence was associated with a lower risk of virologic failure (0.34; 95% CI: 0.26-0.44). There were no significant differences in the pooled odds ratios among different optimal adherence thresholds (≥98-100%, ≥95%, ≥80-90%). Study design (randomized controlled trial vs observational study) (regression coefficient 0.74, 95% CI: 0.04-1.43, P < 0.05) and study region (developing vs developed countries; regression coefficient 0.56, 95% CI: 0.01-1.12, P < 0.05) remained as independent predictors of between-study heterogeneity, with more patients with optimal adherence from developing countries or randomized controlled trials experiencing virologic failure. The threshold for optimal adherence to achieve better virologic outcomes appears to be wider than the commonly used cut-off point (≥95% adherence). The cut-off point for optimal adherence could be redefined to a slightly lower level to encourage the prescribing ART at an early stage of HIV infection.
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Registered trials
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.