Cargando…
Frequent implementation of interventions may increase HIV infections among MSM in China
Intervention measures among men who have sex with men (MSM) are usually designed to reduce the frequency of high risk behaviors (within-community level), but unfortunately may change the contact network and consequently increase the opportunity for them to have sex with new partners (between-communi...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5765000/ https://www.ncbi.nlm.nih.gov/pubmed/29323225 http://dx.doi.org/10.1038/s41598-017-18743-7 |
_version_ | 1783292139462983680 |
---|---|
author | Sun, Xiaodan Xiao, Yanni Peng, Zhihang Wang, Ning |
author_facet | Sun, Xiaodan Xiao, Yanni Peng, Zhihang Wang, Ning |
author_sort | Sun, Xiaodan |
collection | PubMed |
description | Intervention measures among men who have sex with men (MSM) are usually designed to reduce the frequency of high risk behaviors (within-community level), but unfortunately may change the contact network and consequently increase the opportunity for them to have sex with new partners (between-community level). A multi-community periodic model on complex network is proposed to study the two-side effects of interventions on HIV transmission among MSM in China, in which the wanning process of the impacts of interventions are modelled. The basic reproduction number for the multi-community periodic system is defined and calculated numerically. Based on the number of annual reported HIV/AIDS cases among MSM in China, the unknown parameters are estimated by using MCMC method and the basic reproduction number is estimated as 3.56 (95%CI [3.556, 3.568]). Our results show that strong randomness of the community-connection networks leads to more new infections and more HIV/AIDS cases. Moreover, main conclusion indicates that implementation of interventions may induce more new infections, depending on relative level of between- and within-community impacts, and the frequency of implementation of interventions. The findings can help to guide the policy maker to choose the appropriate intervention measures, and to implement the interventions with proper frequency. |
format | Online Article Text |
id | pubmed-5765000 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-57650002018-01-17 Frequent implementation of interventions may increase HIV infections among MSM in China Sun, Xiaodan Xiao, Yanni Peng, Zhihang Wang, Ning Sci Rep Article Intervention measures among men who have sex with men (MSM) are usually designed to reduce the frequency of high risk behaviors (within-community level), but unfortunately may change the contact network and consequently increase the opportunity for them to have sex with new partners (between-community level). A multi-community periodic model on complex network is proposed to study the two-side effects of interventions on HIV transmission among MSM in China, in which the wanning process of the impacts of interventions are modelled. The basic reproduction number for the multi-community periodic system is defined and calculated numerically. Based on the number of annual reported HIV/AIDS cases among MSM in China, the unknown parameters are estimated by using MCMC method and the basic reproduction number is estimated as 3.56 (95%CI [3.556, 3.568]). Our results show that strong randomness of the community-connection networks leads to more new infections and more HIV/AIDS cases. Moreover, main conclusion indicates that implementation of interventions may induce more new infections, depending on relative level of between- and within-community impacts, and the frequency of implementation of interventions. The findings can help to guide the policy maker to choose the appropriate intervention measures, and to implement the interventions with proper frequency. Nature Publishing Group UK 2018-01-11 /pmc/articles/PMC5765000/ /pubmed/29323225 http://dx.doi.org/10.1038/s41598-017-18743-7 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Sun, Xiaodan Xiao, Yanni Peng, Zhihang Wang, Ning Frequent implementation of interventions may increase HIV infections among MSM in China |
title | Frequent implementation of interventions may increase HIV infections among MSM in China |
title_full | Frequent implementation of interventions may increase HIV infections among MSM in China |
title_fullStr | Frequent implementation of interventions may increase HIV infections among MSM in China |
title_full_unstemmed | Frequent implementation of interventions may increase HIV infections among MSM in China |
title_short | Frequent implementation of interventions may increase HIV infections among MSM in China |
title_sort | frequent implementation of interventions may increase hiv infections among msm in china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5765000/ https://www.ncbi.nlm.nih.gov/pubmed/29323225 http://dx.doi.org/10.1038/s41598-017-18743-7 |
work_keys_str_mv | AT sunxiaodan frequentimplementationofinterventionsmayincreasehivinfectionsamongmsminchina AT xiaoyanni frequentimplementationofinterventionsmayincreasehivinfectionsamongmsminchina AT pengzhihang frequentimplementationofinterventionsmayincreasehivinfectionsamongmsminchina AT wangning frequentimplementationofinterventionsmayincreasehivinfectionsamongmsminchina |