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Determinants of dengue virus dispersal in the Americas

Dengue viruses (DENVs) are classified into four serotypes, each of which contains multiple genotypes. DENV genotypes introduced into the Americas over the past five decades have exhibited different rates and patterns of spatial dispersal. In order to understand factors underlying these patterns, we...

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Autores principales: Allicock, Orchid M, Sahadeo, Nikita, Lemey, Philippe, Auguste, Albert J, Suchard, Marc A, Rambaut, Andrew, Carrington, Christine V F
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7772473/
https://www.ncbi.nlm.nih.gov/pubmed/33408877
http://dx.doi.org/10.1093/ve/veaa074
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author Allicock, Orchid M
Sahadeo, Nikita
Lemey, Philippe
Auguste, Albert J
Suchard, Marc A
Rambaut, Andrew
Carrington, Christine V F
author_facet Allicock, Orchid M
Sahadeo, Nikita
Lemey, Philippe
Auguste, Albert J
Suchard, Marc A
Rambaut, Andrew
Carrington, Christine V F
author_sort Allicock, Orchid M
collection PubMed
description Dengue viruses (DENVs) are classified into four serotypes, each of which contains multiple genotypes. DENV genotypes introduced into the Americas over the past five decades have exhibited different rates and patterns of spatial dispersal. In order to understand factors underlying these patterns, we utilized a statistical framework that allows for the integration of ecological, socioeconomic, and air transport mobility data as predictors of viral diffusion while inferring the phylogeographic history. Predictors describing spatial diffusion based on several covariates were compared using a generalized linear model approach, where the support for each scenario and its contribution is estimated simultaneously from the data set. Although different predictors were identified for different serotypes, our analysis suggests that overall diffusion of DENV-1, -2, and -3 in the Americas was associated with airline traffic. The other significant predictors included human population size, the geographical distance between countries and between urban centers and the density of people living in urban environments.
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spelling pubmed-77724732021-01-05 Determinants of dengue virus dispersal in the Americas Allicock, Orchid M Sahadeo, Nikita Lemey, Philippe Auguste, Albert J Suchard, Marc A Rambaut, Andrew Carrington, Christine V F Virus Evol Research Article Dengue viruses (DENVs) are classified into four serotypes, each of which contains multiple genotypes. DENV genotypes introduced into the Americas over the past five decades have exhibited different rates and patterns of spatial dispersal. In order to understand factors underlying these patterns, we utilized a statistical framework that allows for the integration of ecological, socioeconomic, and air transport mobility data as predictors of viral diffusion while inferring the phylogeographic history. Predictors describing spatial diffusion based on several covariates were compared using a generalized linear model approach, where the support for each scenario and its contribution is estimated simultaneously from the data set. Although different predictors were identified for different serotypes, our analysis suggests that overall diffusion of DENV-1, -2, and -3 in the Americas was associated with airline traffic. The other significant predictors included human population size, the geographical distance between countries and between urban centers and the density of people living in urban environments. Oxford University Press 2020-12-02 /pmc/articles/PMC7772473/ /pubmed/33408877 http://dx.doi.org/10.1093/ve/veaa074 Text en © The Author(s) 2020. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Research Article
Allicock, Orchid M
Sahadeo, Nikita
Lemey, Philippe
Auguste, Albert J
Suchard, Marc A
Rambaut, Andrew
Carrington, Christine V F
Determinants of dengue virus dispersal in the Americas
title Determinants of dengue virus dispersal in the Americas
title_full Determinants of dengue virus dispersal in the Americas
title_fullStr Determinants of dengue virus dispersal in the Americas
title_full_unstemmed Determinants of dengue virus dispersal in the Americas
title_short Determinants of dengue virus dispersal in the Americas
title_sort determinants of dengue virus dispersal in the americas
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7772473/
https://www.ncbi.nlm.nih.gov/pubmed/33408877
http://dx.doi.org/10.1093/ve/veaa074
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