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The effects of flooding and weather conditions on leptospirosis transmission in Thailand
The epidemic of leptospirosis in humans occurs annually in Thailand. In this study, we have developed mathematical models to investigate transmission dynamics between humans, animals, and a contaminated environment. We compared different leptospire transmission models involving flooding and weather...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7810882/ https://www.ncbi.nlm.nih.gov/pubmed/33452273 http://dx.doi.org/10.1038/s41598-020-79546-x |
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author | Chadsuthi, Sudarat Chalvet-Monfray, Karine Wiratsudakul, Anuwat Modchang, Charin |
author_facet | Chadsuthi, Sudarat Chalvet-Monfray, Karine Wiratsudakul, Anuwat Modchang, Charin |
author_sort | Chadsuthi, Sudarat |
collection | PubMed |
description | The epidemic of leptospirosis in humans occurs annually in Thailand. In this study, we have developed mathematical models to investigate transmission dynamics between humans, animals, and a contaminated environment. We compared different leptospire transmission models involving flooding and weather conditions, shedding and multiplication rate in a contaminated environment. We found that the model in which the transmission rate depends on both flooding and temperature, best-fits the reported human data on leptospirosis in Thailand. Our results indicate that flooding strongly contributes to disease transmission, where a high degree of flooding leads to a higher number of infected individuals. Sensitivity analysis showed that the transmission rate of leptospires from a contaminated environment was the most important parameter for the total number of human cases. Our results suggest that public education should target people who work in contaminated environments to prevent Leptospira infections. |
format | Online Article Text |
id | pubmed-7810882 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78108822021-01-21 The effects of flooding and weather conditions on leptospirosis transmission in Thailand Chadsuthi, Sudarat Chalvet-Monfray, Karine Wiratsudakul, Anuwat Modchang, Charin Sci Rep Article The epidemic of leptospirosis in humans occurs annually in Thailand. In this study, we have developed mathematical models to investigate transmission dynamics between humans, animals, and a contaminated environment. We compared different leptospire transmission models involving flooding and weather conditions, shedding and multiplication rate in a contaminated environment. We found that the model in which the transmission rate depends on both flooding and temperature, best-fits the reported human data on leptospirosis in Thailand. Our results indicate that flooding strongly contributes to disease transmission, where a high degree of flooding leads to a higher number of infected individuals. Sensitivity analysis showed that the transmission rate of leptospires from a contaminated environment was the most important parameter for the total number of human cases. Our results suggest that public education should target people who work in contaminated environments to prevent Leptospira infections. Nature Publishing Group UK 2021-01-15 /pmc/articles/PMC7810882/ /pubmed/33452273 http://dx.doi.org/10.1038/s41598-020-79546-x Text en © The Author(s) 2021 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Chadsuthi, Sudarat Chalvet-Monfray, Karine Wiratsudakul, Anuwat Modchang, Charin The effects of flooding and weather conditions on leptospirosis transmission in Thailand |
title | The effects of flooding and weather conditions on leptospirosis transmission in Thailand |
title_full | The effects of flooding and weather conditions on leptospirosis transmission in Thailand |
title_fullStr | The effects of flooding and weather conditions on leptospirosis transmission in Thailand |
title_full_unstemmed | The effects of flooding and weather conditions on leptospirosis transmission in Thailand |
title_short | The effects of flooding and weather conditions on leptospirosis transmission in Thailand |
title_sort | effects of flooding and weather conditions on leptospirosis transmission in thailand |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7810882/ https://www.ncbi.nlm.nih.gov/pubmed/33452273 http://dx.doi.org/10.1038/s41598-020-79546-x |
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