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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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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 |
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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 |
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