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Malaria intensity in Colombia by regions and populations
Determining the distribution of disease prevalence among heterogeneous populations at the national scale is fundamental for epidemiology and public health. Here, we use a combination of methods (spatial scan statistic, topological data analysis and epidemic profile) to study measurable differences i...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6135511/ https://www.ncbi.nlm.nih.gov/pubmed/30208075 http://dx.doi.org/10.1371/journal.pone.0203673 |
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author | Feged-Rivadeneira, Alejandro Ángel, Andrés González-Casabianca, Felipe Rivera, Camilo |
author_facet | Feged-Rivadeneira, Alejandro Ángel, Andrés González-Casabianca, Felipe Rivera, Camilo |
author_sort | Feged-Rivadeneira, Alejandro |
collection | PubMed |
description | Determining the distribution of disease prevalence among heterogeneous populations at the national scale is fundamental for epidemiology and public health. Here, we use a combination of methods (spatial scan statistic, topological data analysis and epidemic profile) to study measurable differences in malaria intensity by regions and populations of Colombia. This study explores three main questions: What are the regions of Colombia where malaria is epidemic? What are the regions and populations in Colombia where malaria is endemic? What associations exist between epidemic outbreaks between regions in Colombia? Plasmodium falciparum is most prevalent in the Pacific Coast, some regions of the Amazon Basin, and some regions of the Magdalena Basin. Plasmodium vivax is the most prevalent parasite in Colombia, particularly in the Northern Amazon Basin, the Caribbean, and municipalities of Sucre, Antioquia and Cordoba. We find an acute peak of malarial infection at 25 years of age. Indigenous and Afrocolombian populations experience endemic malaria (with household transmission). We find that Plasmodium vivax decreased in the most important hotspots, often with moderate urbanization rate, and was re-introduced to locations with moderate but sustained deforestation. Infection by Plasmodium falciparum, on the other hand, steadily increased in incidence in locations where it was introduced in the 2009-2010 generalized epidemic. Our findings suggest that Colombia is entering an unstable transmission state, where rapid decreases in one location of the country are interconnected with rapid increases in other parts of the country. |
format | Online Article Text |
id | pubmed-6135511 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-61355112018-09-27 Malaria intensity in Colombia by regions and populations Feged-Rivadeneira, Alejandro Ángel, Andrés González-Casabianca, Felipe Rivera, Camilo PLoS One Research Article Determining the distribution of disease prevalence among heterogeneous populations at the national scale is fundamental for epidemiology and public health. Here, we use a combination of methods (spatial scan statistic, topological data analysis and epidemic profile) to study measurable differences in malaria intensity by regions and populations of Colombia. This study explores three main questions: What are the regions of Colombia where malaria is epidemic? What are the regions and populations in Colombia where malaria is endemic? What associations exist between epidemic outbreaks between regions in Colombia? Plasmodium falciparum is most prevalent in the Pacific Coast, some regions of the Amazon Basin, and some regions of the Magdalena Basin. Plasmodium vivax is the most prevalent parasite in Colombia, particularly in the Northern Amazon Basin, the Caribbean, and municipalities of Sucre, Antioquia and Cordoba. We find an acute peak of malarial infection at 25 years of age. Indigenous and Afrocolombian populations experience endemic malaria (with household transmission). We find that Plasmodium vivax decreased in the most important hotspots, often with moderate urbanization rate, and was re-introduced to locations with moderate but sustained deforestation. Infection by Plasmodium falciparum, on the other hand, steadily increased in incidence in locations where it was introduced in the 2009-2010 generalized epidemic. Our findings suggest that Colombia is entering an unstable transmission state, where rapid decreases in one location of the country are interconnected with rapid increases in other parts of the country. Public Library of Science 2018-09-12 /pmc/articles/PMC6135511/ /pubmed/30208075 http://dx.doi.org/10.1371/journal.pone.0203673 Text en © 2018 Feged-Rivadeneira et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Feged-Rivadeneira, Alejandro Ángel, Andrés González-Casabianca, Felipe Rivera, Camilo Malaria intensity in Colombia by regions and populations |
title | Malaria intensity in Colombia by regions and populations |
title_full | Malaria intensity in Colombia by regions and populations |
title_fullStr | Malaria intensity in Colombia by regions and populations |
title_full_unstemmed | Malaria intensity in Colombia by regions and populations |
title_short | Malaria intensity in Colombia by regions and populations |
title_sort | malaria intensity in colombia by regions and populations |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6135511/ https://www.ncbi.nlm.nih.gov/pubmed/30208075 http://dx.doi.org/10.1371/journal.pone.0203673 |
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