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Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico

BACKGROUND: This paper discusses a comparative geographic distribution of Aedes aegypti and Aedes albopictus mosquitoes in Mexico, using environmental suitability modeling and reported cases of arboviral infections. METHODS: Using presence-only records, we modeled mosquito niches to show how much th...

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Detalles Bibliográficos
Autores principales: Lubinda, Jailos, Treviño C., Jesús A., Walsh, Mallory Rose, Moore, Adrian J., Hanafi-Bojd, Ahmad Ali, Akgun, Seval, Zhao, Bingxin, Barro, Alassane S., Begum, Mst Marium, Jamal, Hera, Angulo-Molina, Aracely, Haque, Ubydul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6742751/
https://www.ncbi.nlm.nih.gov/pubmed/31528740
http://dx.doi.org/10.1016/j.parepi.2019.e00116
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author Lubinda, Jailos
Treviño C., Jesús A.
Walsh, Mallory Rose
Moore, Adrian J.
Hanafi-Bojd, Ahmad Ali
Akgun, Seval
Zhao, Bingxin
Barro, Alassane S.
Begum, Mst Marium
Jamal, Hera
Angulo-Molina, Aracely
Haque, Ubydul
author_facet Lubinda, Jailos
Treviño C., Jesús A.
Walsh, Mallory Rose
Moore, Adrian J.
Hanafi-Bojd, Ahmad Ali
Akgun, Seval
Zhao, Bingxin
Barro, Alassane S.
Begum, Mst Marium
Jamal, Hera
Angulo-Molina, Aracely
Haque, Ubydul
author_sort Lubinda, Jailos
collection PubMed
description BACKGROUND: This paper discusses a comparative geographic distribution of Aedes aegypti and Aedes albopictus mosquitoes in Mexico, using environmental suitability modeling and reported cases of arboviral infections. METHODS: Using presence-only records, we modeled mosquito niches to show how much they influenced the distribution of Ae. aegypti and Ae. albopictus based on mosquito records collected at the municipality level. Mosquito surveillance data were used to create models regarding the predicted suitability of Ae. albopictus and Ae. aegypti mosquitos in Mexico. RESULTS: Ae. albopictus had relatively a better predictive performance (area under the curve, AUC = 0.87) to selected bioclimatic variables compared to Ae. aegypti (AUC = 0.81). Ae. aegypti were more suitable for areas with minimum temperature of coldest month (Bio6, permutation importance 28.7%) −6 °C to 21.5 °C, cumulative winter growing degree days (GDD) between 40 and 500, and precipitation of wettest month (Bio13) >8.4 mm. Minimum temperature range of the coldest month (Bio6) was −6.6 °C to 20.5 °C, and average precipitation of the wettest month (Bio13) 8.9 mm ~ 600 mm were more suitable for the existence of Ae. albopictus. However, arboviral infections maps prepared from the 2012–2016 surveillance data showed cases were reported far beyond predicted municipalities. CONCLUSIONS: This study identified the urgent necessity to start surveillance in 925 additional municipalities that reported arbovirus infections but did not report Aedes mosquito.
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spelling pubmed-67427512019-09-16 Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico Lubinda, Jailos Treviño C., Jesús A. Walsh, Mallory Rose Moore, Adrian J. Hanafi-Bojd, Ahmad Ali Akgun, Seval Zhao, Bingxin Barro, Alassane S. Begum, Mst Marium Jamal, Hera Angulo-Molina, Aracely Haque, Ubydul Parasite Epidemiol Control Original Research article BACKGROUND: This paper discusses a comparative geographic distribution of Aedes aegypti and Aedes albopictus mosquitoes in Mexico, using environmental suitability modeling and reported cases of arboviral infections. METHODS: Using presence-only records, we modeled mosquito niches to show how much they influenced the distribution of Ae. aegypti and Ae. albopictus based on mosquito records collected at the municipality level. Mosquito surveillance data were used to create models regarding the predicted suitability of Ae. albopictus and Ae. aegypti mosquitos in Mexico. RESULTS: Ae. albopictus had relatively a better predictive performance (area under the curve, AUC = 0.87) to selected bioclimatic variables compared to Ae. aegypti (AUC = 0.81). Ae. aegypti were more suitable for areas with minimum temperature of coldest month (Bio6, permutation importance 28.7%) −6 °C to 21.5 °C, cumulative winter growing degree days (GDD) between 40 and 500, and precipitation of wettest month (Bio13) >8.4 mm. Minimum temperature range of the coldest month (Bio6) was −6.6 °C to 20.5 °C, and average precipitation of the wettest month (Bio13) 8.9 mm ~ 600 mm were more suitable for the existence of Ae. albopictus. However, arboviral infections maps prepared from the 2012–2016 surveillance data showed cases were reported far beyond predicted municipalities. CONCLUSIONS: This study identified the urgent necessity to start surveillance in 925 additional municipalities that reported arbovirus infections but did not report Aedes mosquito. Elsevier 2019-08-12 /pmc/articles/PMC6742751/ /pubmed/31528740 http://dx.doi.org/10.1016/j.parepi.2019.e00116 Text en © 2019 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Original Research article
Lubinda, Jailos
Treviño C., Jesús A.
Walsh, Mallory Rose
Moore, Adrian J.
Hanafi-Bojd, Ahmad Ali
Akgun, Seval
Zhao, Bingxin
Barro, Alassane S.
Begum, Mst Marium
Jamal, Hera
Angulo-Molina, Aracely
Haque, Ubydul
Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico
title Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico
title_full Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico
title_fullStr Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico
title_full_unstemmed Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico
title_short Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico
title_sort environmental suitability for aedes aegypti and aedes albopictus and the spatial distribution of major arboviral infections in mexico
topic Original Research article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6742751/
https://www.ncbi.nlm.nih.gov/pubmed/31528740
http://dx.doi.org/10.1016/j.parepi.2019.e00116
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