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AeDES: a next-generation monitoring and forecasting system for environmental suitability of Aedes-borne disease transmission

Aedes-borne diseases, such as dengue and chikungunya, are responsible for more than 50 million infections worldwide every year, with an overall increase of 30-fold in the last 50 years, mainly due to city population growth, more frequent travels and ecological changes. In the United States of Americ...

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Autores principales: Muñoz, Á. G., Chourio, X., Rivière-Cinnamond, Ana, Diuk-Wasser, M. A., Kache, P. A., Mordecai, E. A., Harrington, L., Thomson, M. C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7387552/
https://www.ncbi.nlm.nih.gov/pubmed/32724218
http://dx.doi.org/10.1038/s41598-020-69625-4
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author Muñoz, Á. G.
Chourio, X.
Rivière-Cinnamond, Ana
Diuk-Wasser, M. A.
Kache, P. A.
Mordecai, E. A.
Harrington, L.
Thomson, M. C.
author_facet Muñoz, Á. G.
Chourio, X.
Rivière-Cinnamond, Ana
Diuk-Wasser, M. A.
Kache, P. A.
Mordecai, E. A.
Harrington, L.
Thomson, M. C.
author_sort Muñoz, Á. G.
collection PubMed
description Aedes-borne diseases, such as dengue and chikungunya, are responsible for more than 50 million infections worldwide every year, with an overall increase of 30-fold in the last 50 years, mainly due to city population growth, more frequent travels and ecological changes. In the United States of America, the vast majority of Aedes-borne infections are imported from endemic regions by travelers, who can become new sources of mosquito infection upon their return home if the exposed population is susceptible to the disease, and if suitable environmental conditions for the mosquitoes and the virus are present. Since the susceptibility of the human population can be determined via periodic monitoring campaigns, the environmental suitability for the presence of mosquitoes and viruses becomes one of the most important pieces of information for decision makers in the health sector. We present a next-generation monitoring and forecasting system for [Formula: see text] -borne diseases’ environmental suitability (AeDES) of transmission in the conterminous United States and transboundary regions, using calibrated ento-epidemiological models, climate models and temperature observations. After analyzing the seasonal predictive skill of AeDES, we briefly consider the recent Zika epidemic, and the compound effects of the current Central American dengue outbreak happening during the SARS-CoV-2 pandemic, to illustrate how a combination of tailored deterministic and probabilistic forecasts can inform key prevention and control strategies .
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spelling pubmed-73875522020-07-29 AeDES: a next-generation monitoring and forecasting system for environmental suitability of Aedes-borne disease transmission Muñoz, Á. G. Chourio, X. Rivière-Cinnamond, Ana Diuk-Wasser, M. A. Kache, P. A. Mordecai, E. A. Harrington, L. Thomson, M. C. Sci Rep Article Aedes-borne diseases, such as dengue and chikungunya, are responsible for more than 50 million infections worldwide every year, with an overall increase of 30-fold in the last 50 years, mainly due to city population growth, more frequent travels and ecological changes. In the United States of America, the vast majority of Aedes-borne infections are imported from endemic regions by travelers, who can become new sources of mosquito infection upon their return home if the exposed population is susceptible to the disease, and if suitable environmental conditions for the mosquitoes and the virus are present. Since the susceptibility of the human population can be determined via periodic monitoring campaigns, the environmental suitability for the presence of mosquitoes and viruses becomes one of the most important pieces of information for decision makers in the health sector. We present a next-generation monitoring and forecasting system for [Formula: see text] -borne diseases’ environmental suitability (AeDES) of transmission in the conterminous United States and transboundary regions, using calibrated ento-epidemiological models, climate models and temperature observations. After analyzing the seasonal predictive skill of AeDES, we briefly consider the recent Zika epidemic, and the compound effects of the current Central American dengue outbreak happening during the SARS-CoV-2 pandemic, to illustrate how a combination of tailored deterministic and probabilistic forecasts can inform key prevention and control strategies . Nature Publishing Group UK 2020-07-28 /pmc/articles/PMC7387552/ /pubmed/32724218 http://dx.doi.org/10.1038/s41598-020-69625-4 Text en © The Author(s) 2020 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
Muñoz, Á. G.
Chourio, X.
Rivière-Cinnamond, Ana
Diuk-Wasser, M. A.
Kache, P. A.
Mordecai, E. A.
Harrington, L.
Thomson, M. C.
AeDES: a next-generation monitoring and forecasting system for environmental suitability of Aedes-borne disease transmission
title AeDES: a next-generation monitoring and forecasting system for environmental suitability of Aedes-borne disease transmission
title_full AeDES: a next-generation monitoring and forecasting system for environmental suitability of Aedes-borne disease transmission
title_fullStr AeDES: a next-generation monitoring and forecasting system for environmental suitability of Aedes-borne disease transmission
title_full_unstemmed AeDES: a next-generation monitoring and forecasting system for environmental suitability of Aedes-borne disease transmission
title_short AeDES: a next-generation monitoring and forecasting system for environmental suitability of Aedes-borne disease transmission
title_sort aedes: a next-generation monitoring and forecasting system for environmental suitability of aedes-borne disease transmission
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7387552/
https://www.ncbi.nlm.nih.gov/pubmed/32724218
http://dx.doi.org/10.1038/s41598-020-69625-4
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