Cargando…

Long-Term Forecast of HIV/AIDS Epidemic in China with Fear Effect and 90-90-90 Strategies

We formulate a compartmental model considering behavioral changes of susceptible individuals due to fear to assess the transmission dynamics of HIV/AIDS in mainland China. Stability and uniform persistence are analyzed. Markov chain Monte Carlo simulations and Latin hypercube sampling are used to es...

Descripción completa

Detalles Bibliográficos
Autores principales: Xue, Ling, Zhang, Kai, Wang, Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9534478/
https://www.ncbi.nlm.nih.gov/pubmed/36198893
http://dx.doi.org/10.1007/s11538-022-01091-7
_version_ 1784802550920249344
author Xue, Ling
Zhang, Kai
Wang, Hao
author_facet Xue, Ling
Zhang, Kai
Wang, Hao
author_sort Xue, Ling
collection PubMed
description We formulate a compartmental model considering behavioral changes of susceptible individuals due to fear to assess the transmission dynamics of HIV/AIDS in mainland China. Stability and uniform persistence are analyzed. Markov chain Monte Carlo simulations and Latin hypercube sampling are used to estimate the basic reproduction number and its sensitivity to parameter variations. The estimated mean reproduction number is 1.2138 (95% CI 1.0834–1.3442). The basic reproduction numbers of aware susceptible individuals and high-risk susceptible individuals are [Formula: see text] (95% CI [Formula: see text] –[Formula: see text] ) and 1.2138 (95% CI 1.0834–1.3442), respectively. Global sensitivity analysis shows that preventive measures are more effective than post-infection measures in eliminating the epidemic. We incorporate 90-90-90 strategies to predict the new HIV/AIDS cases in China in the next few decades, and the results show that it takes at least 26 years to achieve the goal of zero new HIV/AIDS cases.
format Online
Article
Text
id pubmed-9534478
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Springer US
record_format MEDLINE/PubMed
spelling pubmed-95344782022-10-06 Long-Term Forecast of HIV/AIDS Epidemic in China with Fear Effect and 90-90-90 Strategies Xue, Ling Zhang, Kai Wang, Hao Bull Math Biol Original Article We formulate a compartmental model considering behavioral changes of susceptible individuals due to fear to assess the transmission dynamics of HIV/AIDS in mainland China. Stability and uniform persistence are analyzed. Markov chain Monte Carlo simulations and Latin hypercube sampling are used to estimate the basic reproduction number and its sensitivity to parameter variations. The estimated mean reproduction number is 1.2138 (95% CI 1.0834–1.3442). The basic reproduction numbers of aware susceptible individuals and high-risk susceptible individuals are [Formula: see text] (95% CI [Formula: see text] –[Formula: see text] ) and 1.2138 (95% CI 1.0834–1.3442), respectively. Global sensitivity analysis shows that preventive measures are more effective than post-infection measures in eliminating the epidemic. We incorporate 90-90-90 strategies to predict the new HIV/AIDS cases in China in the next few decades, and the results show that it takes at least 26 years to achieve the goal of zero new HIV/AIDS cases. Springer US 2022-10-05 2022 /pmc/articles/PMC9534478/ /pubmed/36198893 http://dx.doi.org/10.1007/s11538-022-01091-7 Text en © The Author(s), under exclusive licence to Society for Mathematical Biology 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Article
Xue, Ling
Zhang, Kai
Wang, Hao
Long-Term Forecast of HIV/AIDS Epidemic in China with Fear Effect and 90-90-90 Strategies
title Long-Term Forecast of HIV/AIDS Epidemic in China with Fear Effect and 90-90-90 Strategies
title_full Long-Term Forecast of HIV/AIDS Epidemic in China with Fear Effect and 90-90-90 Strategies
title_fullStr Long-Term Forecast of HIV/AIDS Epidemic in China with Fear Effect and 90-90-90 Strategies
title_full_unstemmed Long-Term Forecast of HIV/AIDS Epidemic in China with Fear Effect and 90-90-90 Strategies
title_short Long-Term Forecast of HIV/AIDS Epidemic in China with Fear Effect and 90-90-90 Strategies
title_sort long-term forecast of hiv/aids epidemic in china with fear effect and 90-90-90 strategies
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9534478/
https://www.ncbi.nlm.nih.gov/pubmed/36198893
http://dx.doi.org/10.1007/s11538-022-01091-7
work_keys_str_mv AT xueling longtermforecastofhivaidsepidemicinchinawithfeareffectand909090strategies
AT zhangkai longtermforecastofhivaidsepidemicinchinawithfeareffectand909090strategies
AT wanghao longtermforecastofhivaidsepidemicinchinawithfeareffectand909090strategies