Cargando…

Increasing risk behaviour can outweigh the benefits of antiretroviral drug treatment on the HIV incidence among men-having-sex-with-men in Amsterdam

BACKGROUND: The transmission through contacts among MSM (men who have sex with men) is one of the dominating contributors to HIV prevalence in industrialized countries. In Amsterdam, the capital of the Netherlands, the MSM risk group has been traced for decades. This has motivated studies which prov...

Descripción completa

Detalles Bibliográficos
Autores principales: Mei, Shan, Quax, Rick, van de Vijver, David, Zhu, Yifan, Sloot, P M A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3120671/
https://www.ncbi.nlm.nih.gov/pubmed/21569307
http://dx.doi.org/10.1186/1471-2334-11-118
_version_ 1782206730988421120
author Mei, Shan
Quax, Rick
van de Vijver, David
Zhu, Yifan
Sloot, P M A
author_facet Mei, Shan
Quax, Rick
van de Vijver, David
Zhu, Yifan
Sloot, P M A
author_sort Mei, Shan
collection PubMed
description BACKGROUND: The transmission through contacts among MSM (men who have sex with men) is one of the dominating contributors to HIV prevalence in industrialized countries. In Amsterdam, the capital of the Netherlands, the MSM risk group has been traced for decades. This has motivated studies which provide detailed information about MSM's risk behavior statistically, psychologically and sociologically. Despite the era of potent antiretroviral therapy, the incidence of HIV among MSM increases. In the long term the contradictory effects of risk behavior and effective therapy are still poorly understood. METHODS: Using a previously presented Complex Agent Network model, we describe steady and casual partnerships to predict the HIV spreading among MSM. Behavior-related parameters and values, inferred from studies on Amsterdam MSM, are fed into the model; we validate the model using historical yearly incidence data. Subsequently, we study scenarios to assess the contradictory effects of risk behavior and effective therapy, by varying corresponding values of parameters. Finally, we conduct quantitative analysis based on the resulting incidence data. RESULTS: The simulated incidence reproduces the ACS historical incidence well and helps to predict the HIV epidemic among MSM in Amsterdam. Our results show that in the long run the positive influence of effective therapy can be outweighed by an increase in risk behavior of at least 30% for MSM. CONCLUSION: We recommend, based on the model predictions, that lowering risk behavior is the prominent control mechanism of HIV incidence even in the presence of effective therapy.
format Online
Article
Text
id pubmed-3120671
institution National Center for Biotechnology Information
language English
publishDate 2011
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-31206712011-06-23 Increasing risk behaviour can outweigh the benefits of antiretroviral drug treatment on the HIV incidence among men-having-sex-with-men in Amsterdam Mei, Shan Quax, Rick van de Vijver, David Zhu, Yifan Sloot, P M A BMC Infect Dis Research Article BACKGROUND: The transmission through contacts among MSM (men who have sex with men) is one of the dominating contributors to HIV prevalence in industrialized countries. In Amsterdam, the capital of the Netherlands, the MSM risk group has been traced for decades. This has motivated studies which provide detailed information about MSM's risk behavior statistically, psychologically and sociologically. Despite the era of potent antiretroviral therapy, the incidence of HIV among MSM increases. In the long term the contradictory effects of risk behavior and effective therapy are still poorly understood. METHODS: Using a previously presented Complex Agent Network model, we describe steady and casual partnerships to predict the HIV spreading among MSM. Behavior-related parameters and values, inferred from studies on Amsterdam MSM, are fed into the model; we validate the model using historical yearly incidence data. Subsequently, we study scenarios to assess the contradictory effects of risk behavior and effective therapy, by varying corresponding values of parameters. Finally, we conduct quantitative analysis based on the resulting incidence data. RESULTS: The simulated incidence reproduces the ACS historical incidence well and helps to predict the HIV epidemic among MSM in Amsterdam. Our results show that in the long run the positive influence of effective therapy can be outweighed by an increase in risk behavior of at least 30% for MSM. CONCLUSION: We recommend, based on the model predictions, that lowering risk behavior is the prominent control mechanism of HIV incidence even in the presence of effective therapy. BioMed Central 2011-05-11 /pmc/articles/PMC3120671/ /pubmed/21569307 http://dx.doi.org/10.1186/1471-2334-11-118 Text en Copyright ©2011 Mei et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Mei, Shan
Quax, Rick
van de Vijver, David
Zhu, Yifan
Sloot, P M A
Increasing risk behaviour can outweigh the benefits of antiretroviral drug treatment on the HIV incidence among men-having-sex-with-men in Amsterdam
title Increasing risk behaviour can outweigh the benefits of antiretroviral drug treatment on the HIV incidence among men-having-sex-with-men in Amsterdam
title_full Increasing risk behaviour can outweigh the benefits of antiretroviral drug treatment on the HIV incidence among men-having-sex-with-men in Amsterdam
title_fullStr Increasing risk behaviour can outweigh the benefits of antiretroviral drug treatment on the HIV incidence among men-having-sex-with-men in Amsterdam
title_full_unstemmed Increasing risk behaviour can outweigh the benefits of antiretroviral drug treatment on the HIV incidence among men-having-sex-with-men in Amsterdam
title_short Increasing risk behaviour can outweigh the benefits of antiretroviral drug treatment on the HIV incidence among men-having-sex-with-men in Amsterdam
title_sort increasing risk behaviour can outweigh the benefits of antiretroviral drug treatment on the hiv incidence among men-having-sex-with-men in amsterdam
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3120671/
https://www.ncbi.nlm.nih.gov/pubmed/21569307
http://dx.doi.org/10.1186/1471-2334-11-118
work_keys_str_mv AT meishan increasingriskbehaviourcanoutweighthebenefitsofantiretroviraldrugtreatmentonthehivincidenceamongmenhavingsexwithmeninamsterdam
AT quaxrick increasingriskbehaviourcanoutweighthebenefitsofantiretroviraldrugtreatmentonthehivincidenceamongmenhavingsexwithmeninamsterdam
AT vandevijverdavid increasingriskbehaviourcanoutweighthebenefitsofantiretroviraldrugtreatmentonthehivincidenceamongmenhavingsexwithmeninamsterdam
AT zhuyifan increasingriskbehaviourcanoutweighthebenefitsofantiretroviraldrugtreatmentonthehivincidenceamongmenhavingsexwithmeninamsterdam
AT slootpma increasingriskbehaviourcanoutweighthebenefitsofantiretroviraldrugtreatmentonthehivincidenceamongmenhavingsexwithmeninamsterdam