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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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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. |
format | Online Article Text |
id | pubmed-7772473 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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