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Climate predicts geographic and temporal variation in mosquito-borne disease dynamics on two continents
Climate drives population dynamics through multiple mechanisms, which can lead to seemingly context-dependent effects of climate on natural populations. For climate-sensitive diseases, such as dengue, chikungunya, and Zika, climate appears to have opposing effects in different contexts. Here we show...
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/PMC7902664/ https://www.ncbi.nlm.nih.gov/pubmed/33623008 http://dx.doi.org/10.1038/s41467-021-21496-7 |
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author | Caldwell, Jamie M. LaBeaud, A. Desiree Lambin, Eric F. Stewart-Ibarra, Anna M. Ndenga, Bryson A. Mutuku, Francis M. Krystosik, Amy R. Ayala, Efraín Beltrán Anyamba, Assaf Borbor-Cordova, Mercy J. Damoah, Richard Grossi-Soyster, Elysse N. Heras, Froilán Heras Ngugi, Harun N. Ryan, Sadie J. Shah, Melisa M. Sippy, Rachel Mordecai, Erin A. |
author_facet | Caldwell, Jamie M. LaBeaud, A. Desiree Lambin, Eric F. Stewart-Ibarra, Anna M. Ndenga, Bryson A. Mutuku, Francis M. Krystosik, Amy R. Ayala, Efraín Beltrán Anyamba, Assaf Borbor-Cordova, Mercy J. Damoah, Richard Grossi-Soyster, Elysse N. Heras, Froilán Heras Ngugi, Harun N. Ryan, Sadie J. Shah, Melisa M. Sippy, Rachel Mordecai, Erin A. |
author_sort | Caldwell, Jamie M. |
collection | PubMed |
description | Climate drives population dynamics through multiple mechanisms, which can lead to seemingly context-dependent effects of climate on natural populations. For climate-sensitive diseases, such as dengue, chikungunya, and Zika, climate appears to have opposing effects in different contexts. Here we show that a model, parameterized with laboratory measured climate-driven mosquito physiology, captures three key epidemic characteristics across ecologically and culturally distinct settings in Ecuador and Kenya: the number, timing, and duration of outbreaks. The model generates a range of disease dynamics consistent with observed Aedes aegypti abundances and laboratory-confirmed arboviral incidence with variable accuracy (28–85% for vectors, 44–88% for incidence). The model predicted vector dynamics better in sites with a smaller proportion of young children in the population, lower mean temperature, and homes with piped water and made of cement. Models with limited calibration that robustly capture climate-virus relationships can help guide intervention efforts and climate change disease projections. |
format | Online Article Text |
id | pubmed-7902664 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79026642021-03-11 Climate predicts geographic and temporal variation in mosquito-borne disease dynamics on two continents Caldwell, Jamie M. LaBeaud, A. Desiree Lambin, Eric F. Stewart-Ibarra, Anna M. Ndenga, Bryson A. Mutuku, Francis M. Krystosik, Amy R. Ayala, Efraín Beltrán Anyamba, Assaf Borbor-Cordova, Mercy J. Damoah, Richard Grossi-Soyster, Elysse N. Heras, Froilán Heras Ngugi, Harun N. Ryan, Sadie J. Shah, Melisa M. Sippy, Rachel Mordecai, Erin A. Nat Commun Article Climate drives population dynamics through multiple mechanisms, which can lead to seemingly context-dependent effects of climate on natural populations. For climate-sensitive diseases, such as dengue, chikungunya, and Zika, climate appears to have opposing effects in different contexts. Here we show that a model, parameterized with laboratory measured climate-driven mosquito physiology, captures three key epidemic characteristics across ecologically and culturally distinct settings in Ecuador and Kenya: the number, timing, and duration of outbreaks. The model generates a range of disease dynamics consistent with observed Aedes aegypti abundances and laboratory-confirmed arboviral incidence with variable accuracy (28–85% for vectors, 44–88% for incidence). The model predicted vector dynamics better in sites with a smaller proportion of young children in the population, lower mean temperature, and homes with piped water and made of cement. Models with limited calibration that robustly capture climate-virus relationships can help guide intervention efforts and climate change disease projections. Nature Publishing Group UK 2021-02-23 /pmc/articles/PMC7902664/ /pubmed/33623008 http://dx.doi.org/10.1038/s41467-021-21496-7 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 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 Caldwell, Jamie M. LaBeaud, A. Desiree Lambin, Eric F. Stewart-Ibarra, Anna M. Ndenga, Bryson A. Mutuku, Francis M. Krystosik, Amy R. Ayala, Efraín Beltrán Anyamba, Assaf Borbor-Cordova, Mercy J. Damoah, Richard Grossi-Soyster, Elysse N. Heras, Froilán Heras Ngugi, Harun N. Ryan, Sadie J. Shah, Melisa M. Sippy, Rachel Mordecai, Erin A. Climate predicts geographic and temporal variation in mosquito-borne disease dynamics on two continents |
title | Climate predicts geographic and temporal variation in mosquito-borne disease dynamics on two continents |
title_full | Climate predicts geographic and temporal variation in mosquito-borne disease dynamics on two continents |
title_fullStr | Climate predicts geographic and temporal variation in mosquito-borne disease dynamics on two continents |
title_full_unstemmed | Climate predicts geographic and temporal variation in mosquito-borne disease dynamics on two continents |
title_short | Climate predicts geographic and temporal variation in mosquito-borne disease dynamics on two continents |
title_sort | climate predicts geographic and temporal variation in mosquito-borne disease dynamics on two continents |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7902664/ https://www.ncbi.nlm.nih.gov/pubmed/33623008 http://dx.doi.org/10.1038/s41467-021-21496-7 |
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