Journal Article

Using HIV Networks to Inform Real Time Prevention Interventions

Wertheim, Joel O., Kosakovsky Pond, Sergei L., Young, Jason A., Little, Susan J., May, Susanne, Smith, Davey M., Anderson, Christy M., Mehta, Sanjay R.

2014

Overview

To reconstruct the local HIV-1 transmission network from 1996 to 2011 and use network data to evaluate and guide efforts to interrupt transmission. HIV-1 pol sequence data were analyzed to infer the local transmission network. We analyzed HIV-1 pol sequence data to infer a partial local transmission network among 478 recently HIV-1 infected persons and 170 of their sexual and social contacts in San Diego, California. A transmission network score (TNS) was developed to estimate the risk of HIV transmission from a newly diagnosed individual to a new partner and target prevention interventions. HIV-1 pol sequences from 339 individuals (52.3%) were highly similar to sequences from at least one other participant (i.e., clustered). A high TNS (top 25%) was significantly correlated with baseline risk behaviors (number of unique sexual partners and insertive unprotected anal intercourse (p = 0.014 and p = 0.0455, respectively) and predicted risk of transmission (p<0.0001). Retrospective analysis of antiretroviral therapy (ART) use, and simulations of ART targeted to individuals with the highest TNS, showed significantly reduced network level HIV transmission (p<0.05). Sequence data from an HIV-1 screening program focused on recently infected persons and their social and sexual contacts enabled the characterization of a highly connected transmission network. The network-based risk score (TNS) was highly correlated with transmission risk behaviors and outcomes, and can be used identify and target effective prevention interventions, like ART, to those at a greater risk for HIV-1 transmission.

• Publisher: Public Library of Science,Public Library of Science (PLoS)
• Subject: Adult / Analysis / Antiretroviral agents / Antiretroviral drugs / Antiretroviral therapy / Biology and Life Sciences / California / Cluster Analysis / Data processing / Disease transmission / Drug resistance / Epidemics / Female / Health risks / HIV / HIV Infections - diagnosis / HIV Infections - prevention & control / HIV Infections - transmission / HIV tests / HIV-1 - genetics / Human immunodeficiency virus / Humans / Male / Mass Screening / Medicine and health sciences / Middle Aged / pol Gene Products, Human Immunodeficiency Virus - genetics / Population Surveillance / Prevention / Risk / Risk taking / Sequence Analysis, DNA / Sexual Behavior / Sexual Partners / Sexually transmitted diseases / STD / Target recognition / Young Adult