Trial reportThe lancet. HIV2016
Community viral load, antiretroviral therapy coverage, and HIV incidence in India: a cross-sectional, comparative study.
Trial report in The lancet. HIV, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01686750 (A Cluster Randomized Trial of Integrated Care Centers to Improve Access to HIV Prevention, Testing, and Treatment Services Among High-Risk Vulnerable Populations in India), which is not on this map. Cited by 57 papers, 4 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.
A Cluster Randomized Trial of Integrated Care Centers to Improve Access to HIV Prevention, Testing, and Treatment Services Among High-Risk Vulnerable Populations in India
Who cites it
57 citing papers in PubMed, 4 syntheses or guidelines pooled it, 80 citations in OpenAlex.
- Use of HIV Recency Assays for HIV Incidence Estimation and Other Surveillance Use Cases: Systematic Review.JMIR public health and surveillance · 2022Pooled it
- Point-of-care viral load tests to detect high HIV viral load in people living with HIV/AIDS attending health facilities.The Cochrane database of systematic reviews · 2022Pooled it
- Association between opioid agonist therapy use and HIV testing uptake among people who have recently injected drugs: a systematic review and meta-analysis.Addiction (Abingdon, England) · 2021Pooled it
- Community viral load and hepatitis C virus infection: Community viral load measures to aid public health treatment efforts and program evaluation.Journal of clinical virology : the official publication of the Pan American Society for Clinical Virology · 2020Pooled it
- Community- and individual-level correlates of HIV incidence in HPTN 071 (PopART).Journal of the International AIDS Society · 2023Trial
- Projected outcomes of universal testing and treatment in a generalised HIV epidemic in Zambia and South Africa (the HPTN 071 [PopART] trial): a modelling study.The lancet. HIV · 2022Trial
- Trial
- Injection Drug Network Characteristics Are Important Markers of HIV Risk Behavior and Lack of Viral Suppression.Journal of acquired immune deficiency syndromes (1999) · 2017Trial
- Design of the Indian NCA study (Indian national collaboration on AIDS): a cluster randomized trial to evaluate the effectiveness of integrated care centers to improve HIV outcomes among men who have sex with men and persons who inject drugs in India.BMC health services research · 2016Trial
- Resilience and Its Determinants Among Adolescents and Young Adults with Perinatally Acquired HIV Enrolled in a Peer-Led Mentorship Program in India.AIDS and behavior · 2026Article
- Increasing Syphilis Prevalence Among MSM Across India Despite Improvements in the HIV Care Continuum.Journal of acquired immune deficiency syndromes (1999) · 2026Article
- Unsuppressed HIV viral load among people living with HIV by exposure category in British Columbia, Canada from 2005 to 2020: a population-based cohort study.BMC global and public health · 2025Article
- Age and gender profiles of HIV infection burden and viraemia: novel metrics for HIV epidemic control in African populations with high antiretroviral therapy coverage.International journal of epidemiology · 2025Article
- Association between population viral load surrogate indicator and HIV transmission potential: a prospective cohort study in Xinjiang, China.BMC public health · 2025Article
- Mental health challenges among adolescents and young adults with perinatally acquired HIV: Key findings from the I'mPossible program in India.PLOS mental health · 2025Article
- Article
- Integration of a geospatially targeted community-based testing approach with respondent-driven sampling to identify people who inject drugs living with HIV and HCV in Patti and Gorakhpur, India.Drug and alcohol dependence · 2023Article
- Trends in HIV incidence following scale-up of harm reduction interventions among people who inject drugs in Kachin, Myanmar, 2008-2020: analysis of a retrospective cohort dataset.The Lancet regional health. Western Pacific · 2023Article
- A scoping review of lesbian, gay, bisexual, transgender, queer, and intersex (LGBTQI+) people's health in India.PLOS global public health · 2023Article
- The epidemiology of HIV population viral load in twelve sub-Saharan African countries.PloS one · 2023Article
Corrections and comments
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Authors and funding
10 authors at 4 institutions in 2 countries.
Funding
Abstract
backgroundHIV incidence is the best measure of treatment-programme effectiveness, but its measurement is difficult and expensive. The concept of community viral load as a modifiable driver of new HIV infections has attracted substantial attention. We set out to compare several measures of community viral load and antiretroviral therapy (ART) coverage as correlates of HIV incidence in high-risk populations.
methodsWe analysed data from a sample of people who inject drugs and men who have sex with men, who were participants of the baseline assessment of a cluster-randomised trial in progress across 22 cities in India (ClinicalTrials.gov number NCT01686750). We recruited the study population by use of respondent-driven sampling and did the baseline assessment at 27 community-based sites (12 for men who have sex with men and 15 for people who inject drugs). We estimated HIV incidence with a multiassay algorithm and calculated five community-based measures of HIV control: mean log10 HIV RNA in participants with HIV in a community either engaged in care (in-care viral load), aware of their status but not necessarily in care (aware viral load), or all HIV-positive individuals whether they were aware, in care, or not (population viral load); participants with HIV in a community with HIV RNA more than 150 copies per mL (prevalence of viraemia); and the proportion of participants with HIV who self-reported ART use in the previous 30 days (population ART coverage). All participants were tested for HIV, with additional testing in HIV-positive individuals. We assessed correlations between the measures and HIV incidence with Spearman correlation coefficients and linear regression analysis.
findingsBetween Oct 1, 2012, and Dec 19, 2013, we recruited 26,503 participants, 12,022 men who have sex with men and 14,481 people who inject drugs. Median incidence of HIV was 0·87% (IQR 0·40-1·17) in men who have sex with men and 1·43% (0·60-4·00) in people who inject drugs. Prevalence of viraemia was more strongly correlated with HIV incidence (correlation 0·81, 95% CI 0·62-0·91; p<0·0001) than all other measures, although correlation was significant with aware viral load (0·59, 0·27-0·79; p=0·001), population viral load (0·51, 0·16-0·74; p=0·007), and population ART coverage (-0·54, -0·76 to -0·20; p=0·004). In-care viral load was not correlated with HIV incidence (0·29, -0·10 to 0·60; p=0·14). With regression analysis, we estimated that to reduce HIV incidence by 1 percentage point in a community, prevalence of viraemia would need to be reduced by 4·34%, and ART use in HIV-positive individuals would need to increase by 19·5%.
interpretationPrevalence of viraemia had the strongest correlation with HIV incidence in this sample and might be a useful measure of the effectiveness of a treatment programme.
fundingUS National Institutes of Health, Elton John AIDS Foundation.
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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.