ArticleThe lancet. HIV2016
Near real-time monitoring of HIV transmission hotspots from routine HIV genotyping: an implementation case study.
Article in The lancet. HIV, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 124 papers, 4 of them syntheses that pooled it.
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Who cites it
124 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- HIV Response Interventions that Integrate HIV Molecular Cluster and Social Network Analysis: A Systematic Review.AIDS and behavior · 2022Pooled it
- Pooled it
- Advances in research of HIV transmission networks.Chinese medical journal · 2020Pooled it
- Sexually transmitted hepatitis C virus infections: current trends, and recent advances in understanding the spread in men who have sex with men.Journal of the International AIDS Society · 2019Pooled it
- Treatment as Prevention: Characterization of Partner Infections in the HIV Prevention Trials Network 052 Trial.Journal of acquired immune deficiency syndromes (1999) · 2017Trial
- Integrating haplotype-enhanced HIV surveillance with national databases improves the resolution of transmission networks, drug resistance, and risk assessment.Emerging microbes & infections · 2026Article
- Nationwide Molecular Epidemiology of HIV-1 in Uruguay (2007-2021): Lineage Diversity, BF1 Recombinant Complexity and Epidemiological Patterns.Journal of the International AIDS Society · 2026Article
- Acquired HIV-1 Drug Resistance and Molecular Transmission Networks in Zhongwei, Ningxia, China.Viruses · 2026Article
- Phylogenetics and molecular evolution to understand and curb the HIV pandemic.Nature reviews. Microbiology · 2026Review
- Genomic surveillance uncovers regional variation in HCV transmission networks in rural United States.Nature communications · 2025Article
- Article
- More evidence is needed to improve molecular HIV surveillance for cluster detection and response.Communications medicine · 2025Article
- The Origins and Genetic Diversity of HIV-1: Evolutionary Insights and Global Health Perspectives.International journal of molecular sciences · 2025Review
- Ethics of Identifying Individuals Involved in HIV Transmission Events by Phylogenetics in Molecular Surveillance.Bioethics · 2025Article
- Integrating Partner Services and Molecular Epidemiology Data to Enhance HIV Transmission Disruption in Rhode Island.Open forum infectious diseases · 2025Article
- HIV molecular network in Mexico City (2021-2022): Understanding transmission dynamics through the role of newly diagnosed cases.HIV medicine · 2025Article
- Action needed to address molecular HIV surveillance ethical concerns.Canadian journal of public health = Revue canadienne de sante publique · 2025Article
- Perceptions of Molecular HIV Surveillance Among Men Who Have Sex with Men in the United States.AIDS and behavior · 2025Article
- Benefits of HIV-1 transmission cluster surveillance: a French retrospective observational study of the molecular and epidemiological co-evolution of recent circulating recombinant forms 94 and 132.Journal of the International AIDS Society · 2025Observational
- Molecular transmission network characteristics and high-risk transmission analysis of newly reported HIV-1 subjects in Nantong, China.Frontiers in immunology · 2025Article
64 more citing papers are in PubMed but not listed here.
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Abstract
backgroundHIV evolves rapidly and therefore infections with similar genetic sequences are likely linked by recent transmission events. Clusters of related infections can represent subpopulations with high rates of transmission. We describe the implementation of an automated near real-time system to monitor and characterise HIV transmission hotspots in British Columbia, Canada.
methodsIn this implementation case study, we applied a monitoring system to the British Columbia drug treatment database, which holds more than 32 000 anonymised HIV genotypes for nearly 9000 residents of British Columbia living with HIV. On average, five to six new HIV genotypes are deposited in the database every day, which triggers an automated reanalysis of the entire database. We extracted clusters of five or more individuals with short phylogenetic distances between their respective HIV sequences. The system generated monthly reports of the growth and characteristics of clusters that were distributed to public health officers.
findingsIn June, 2014, the monitoring system detected the expansion of a cluster by 11 new cases during 3 months, including eight cases with transmitted drug resistance. This cluster generally comprised young men who have sex with men. The subsequent report precipitated an enhanced public health follow-up to ensure linkage to care and treatment initiation in the affected subpopulation. Of the nine cases associated with this follow-up, all had already been linked to care and five cases had started treatment. Subsequent to the follow-up, three additional cases started treatment and most cases achieved suppressed viral loads. During the next 12 months, we detected 12 new cases in this cluster with reduction in the onward transmission of drug resistance.
interpretationOur findings show the first application of an automated phylogenetic system monitoring a clinical database to detect a recent HIV outbreak and support the ensuing public health response. By making secondary use of routinely collected HIV genotypes, this approach is cost-effective, attains near real-time monitoring of new cases, and can be implemented in all settings in which HIV genotyping is the standard of care.
fundingBC Centre for Excellence in HIV/AIDS, the Canadian Institutes for Health Research, the Genome Canada-CIHR Partnership in Genomics and Personalized Health, and the US National Institute on Drug Abuse.
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