What drives the US and Peruvian HIV epidemics in men who have sex with men (MSM)?

In this work, we estimate the proportions of transmissions occurring in main vs. casual partnerships, and by the sexual role, infection stage, and testing and treatment history of the infected partner, for men who have sex with men (MSM) in the US and Peru. We use dynamic, stochastic models based in...

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Main Authors: Steven M Goodreau, Nicole B Carnegie, Eric Vittinghoff, Javier R Lama, Jorge Sanchez, Beatriz Grinsztejn, Beryl A Koblin, Kenneth H Mayer, Susan P Buchbinder
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3510067?pdf=render
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spelling doaj-84b1a9f8d5b2491c8612bdb8badcc6152020-11-25T02:55:56ZengPublic Library of Science (PLoS)PLoS ONE1932-62032012-01-01711e5052210.1371/journal.pone.0050522What drives the US and Peruvian HIV epidemics in men who have sex with men (MSM)?Steven M GoodreauNicole B CarnegieEric VittinghoffJavier R LamaJorge SanchezBeatriz GrinsztejnBeryl A KoblinKenneth H MayerSusan P BuchbinderIn this work, we estimate the proportions of transmissions occurring in main vs. casual partnerships, and by the sexual role, infection stage, and testing and treatment history of the infected partner, for men who have sex with men (MSM) in the US and Peru. We use dynamic, stochastic models based in exponential random graph models (ERGMs), obtaining inputs from multiple large-scale MSM surveys. Parallel main partnership and casual sexual networks are simulated. Each man is characterized by age, race, circumcision status, sexual role behavior, and propensity for unprotected anal intercourse (UAI); his history is modeled from entry into the adult population, with potential transitions including HIV infection, detection, treatment, AIDS diagnosis, and death. We implemented two model variants differing in assumptions about acute infectiousness, and assessed sensitivity to other key inputs. Our two models suggested that only 4-5% (Model 1) or 22-29% (Model 2) of HIV transmission results from contacts with acute-stage partners; the plurality (80-81% and 49%, respectively) stem from chronic-stage partners and the remainder (14-16% and 27-35%, respectively) from AIDS-stage partners. Similar proportions of infections stem from partners whose infection is undiagnosed (24-31%), diagnosed but untreated (36-46%), and currently being treated (30-36%). Roughly one-third of infections (32-39%) occur within main partnerships. Results by country were qualitatively similar, despite key behavioral differences; one exception was that transmission from the receptive to insertive partner appears more important in Peru (34%) than the US (21%). The broad balance in transmission contexts suggests that education about risk, careful assessment, pre-exposure prophylaxis, more frequent testing, earlier treatment, and risk-reduction, disclosure, and adherence counseling may all contribute substantially to reducing the HIV incidence among MSM in the US and Peru.http://europepmc.org/articles/PMC3510067?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Steven M Goodreau
Nicole B Carnegie
Eric Vittinghoff
Javier R Lama
Jorge Sanchez
Beatriz Grinsztejn
Beryl A Koblin
Kenneth H Mayer
Susan P Buchbinder
spellingShingle Steven M Goodreau
Nicole B Carnegie
Eric Vittinghoff
Javier R Lama
Jorge Sanchez
Beatriz Grinsztejn
Beryl A Koblin
Kenneth H Mayer
Susan P Buchbinder
What drives the US and Peruvian HIV epidemics in men who have sex with men (MSM)?
PLoS ONE
author_facet Steven M Goodreau
Nicole B Carnegie
Eric Vittinghoff
Javier R Lama
Jorge Sanchez
Beatriz Grinsztejn
Beryl A Koblin
Kenneth H Mayer
Susan P Buchbinder
author_sort Steven M Goodreau
title What drives the US and Peruvian HIV epidemics in men who have sex with men (MSM)?
title_short What drives the US and Peruvian HIV epidemics in men who have sex with men (MSM)?
title_full What drives the US and Peruvian HIV epidemics in men who have sex with men (MSM)?
title_fullStr What drives the US and Peruvian HIV epidemics in men who have sex with men (MSM)?
title_full_unstemmed What drives the US and Peruvian HIV epidemics in men who have sex with men (MSM)?
title_sort what drives the us and peruvian hiv epidemics in men who have sex with men (msm)?
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2012-01-01
description In this work, we estimate the proportions of transmissions occurring in main vs. casual partnerships, and by the sexual role, infection stage, and testing and treatment history of the infected partner, for men who have sex with men (MSM) in the US and Peru. We use dynamic, stochastic models based in exponential random graph models (ERGMs), obtaining inputs from multiple large-scale MSM surveys. Parallel main partnership and casual sexual networks are simulated. Each man is characterized by age, race, circumcision status, sexual role behavior, and propensity for unprotected anal intercourse (UAI); his history is modeled from entry into the adult population, with potential transitions including HIV infection, detection, treatment, AIDS diagnosis, and death. We implemented two model variants differing in assumptions about acute infectiousness, and assessed sensitivity to other key inputs. Our two models suggested that only 4-5% (Model 1) or 22-29% (Model 2) of HIV transmission results from contacts with acute-stage partners; the plurality (80-81% and 49%, respectively) stem from chronic-stage partners and the remainder (14-16% and 27-35%, respectively) from AIDS-stage partners. Similar proportions of infections stem from partners whose infection is undiagnosed (24-31%), diagnosed but untreated (36-46%), and currently being treated (30-36%). Roughly one-third of infections (32-39%) occur within main partnerships. Results by country were qualitatively similar, despite key behavioral differences; one exception was that transmission from the receptive to insertive partner appears more important in Peru (34%) than the US (21%). The broad balance in transmission contexts suggests that education about risk, careful assessment, pre-exposure prophylaxis, more frequent testing, earlier treatment, and risk-reduction, disclosure, and adherence counseling may all contribute substantially to reducing the HIV incidence among MSM in the US and Peru.
url http://europepmc.org/articles/PMC3510067?pdf=render
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