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Micro-epidemiology and spatial heterogeneity of P. vivax parasitaemia in riverine communities of the Peruvian Amazon: A multilevel analysis
Malaria has steadily increased in the Peruvian Amazon over the last five years. This study aimed to determine the parasite prevalence and micro-geographical heterogeneity of Plasmodium vivax parasitaemia in communities of the Peruvian Amazon. Four cross-sectional active case detection surveys were c...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5556029/ https://www.ncbi.nlm.nih.gov/pubmed/28808240 http://dx.doi.org/10.1038/s41598-017-07818-0 |
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author | Carrasco-Escobar, Gabriel Gamboa, Dionicia Castro, Marcia C. Bangdiwala, Shrikant I. Rodriguez, Hugo Contreras-Mancilla, Juan Alava, Freddy Speybroeck, Niko Lescano, Andres G. Vinetz, Joseph M. Rosas-Aguirre, Angel Llanos-Cuentas, Alejandro |
author_facet | Carrasco-Escobar, Gabriel Gamboa, Dionicia Castro, Marcia C. Bangdiwala, Shrikant I. Rodriguez, Hugo Contreras-Mancilla, Juan Alava, Freddy Speybroeck, Niko Lescano, Andres G. Vinetz, Joseph M. Rosas-Aguirre, Angel Llanos-Cuentas, Alejandro |
author_sort | Carrasco-Escobar, Gabriel |
collection | PubMed |
description | Malaria has steadily increased in the Peruvian Amazon over the last five years. This study aimed to determine the parasite prevalence and micro-geographical heterogeneity of Plasmodium vivax parasitaemia in communities of the Peruvian Amazon. Four cross-sectional active case detection surveys were conducted between May and July 2015 in four riverine communities in Mazan district. Analysis of 2785 samples of 820 individuals nested within 154 households for Plasmodium parasitaemia was carried out using light microscopy and qPCR. The spatio-temporal distribution of Plasmodium parasitaemia, dominated by P. vivax, was shown to cluster at both household and community levels. Of enrolled individuals, 47% had at least one P. vivax parasitaemia and 10% P. falciparum, by qPCR, both of which were predominantly sub-microscopic and asymptomatic. Spatial analysis detected significant clustering in three communities. Our findings showed that communities at small-to-moderate spatial scales differed in P. vivax parasite prevalence, and multilevel Poisson regression models showed that such differences were influenced by factors such as age, education, and location of households within high-risk clusters, as well as factors linked to a local micro-geographic context, such as travel and occupation. Complex transmission patterns were found to be related to human mobility among communities in the same micro-basin. |
format | Online Article Text |
id | pubmed-5556029 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-55560292017-08-16 Micro-epidemiology and spatial heterogeneity of P. vivax parasitaemia in riverine communities of the Peruvian Amazon: A multilevel analysis Carrasco-Escobar, Gabriel Gamboa, Dionicia Castro, Marcia C. Bangdiwala, Shrikant I. Rodriguez, Hugo Contreras-Mancilla, Juan Alava, Freddy Speybroeck, Niko Lescano, Andres G. Vinetz, Joseph M. Rosas-Aguirre, Angel Llanos-Cuentas, Alejandro Sci Rep Article Malaria has steadily increased in the Peruvian Amazon over the last five years. This study aimed to determine the parasite prevalence and micro-geographical heterogeneity of Plasmodium vivax parasitaemia in communities of the Peruvian Amazon. Four cross-sectional active case detection surveys were conducted between May and July 2015 in four riverine communities in Mazan district. Analysis of 2785 samples of 820 individuals nested within 154 households for Plasmodium parasitaemia was carried out using light microscopy and qPCR. The spatio-temporal distribution of Plasmodium parasitaemia, dominated by P. vivax, was shown to cluster at both household and community levels. Of enrolled individuals, 47% had at least one P. vivax parasitaemia and 10% P. falciparum, by qPCR, both of which were predominantly sub-microscopic and asymptomatic. Spatial analysis detected significant clustering in three communities. Our findings showed that communities at small-to-moderate spatial scales differed in P. vivax parasite prevalence, and multilevel Poisson regression models showed that such differences were influenced by factors such as age, education, and location of households within high-risk clusters, as well as factors linked to a local micro-geographic context, such as travel and occupation. Complex transmission patterns were found to be related to human mobility among communities in the same micro-basin. Nature Publishing Group UK 2017-08-14 /pmc/articles/PMC5556029/ /pubmed/28808240 http://dx.doi.org/10.1038/s41598-017-07818-0 Text en © The Author(s) 2017 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 Carrasco-Escobar, Gabriel Gamboa, Dionicia Castro, Marcia C. Bangdiwala, Shrikant I. Rodriguez, Hugo Contreras-Mancilla, Juan Alava, Freddy Speybroeck, Niko Lescano, Andres G. Vinetz, Joseph M. Rosas-Aguirre, Angel Llanos-Cuentas, Alejandro Micro-epidemiology and spatial heterogeneity of P. vivax parasitaemia in riverine communities of the Peruvian Amazon: A multilevel analysis |
title | Micro-epidemiology and spatial heterogeneity of P. vivax parasitaemia in riverine communities of the Peruvian Amazon: A multilevel analysis |
title_full | Micro-epidemiology and spatial heterogeneity of P. vivax parasitaemia in riverine communities of the Peruvian Amazon: A multilevel analysis |
title_fullStr | Micro-epidemiology and spatial heterogeneity of P. vivax parasitaemia in riverine communities of the Peruvian Amazon: A multilevel analysis |
title_full_unstemmed | Micro-epidemiology and spatial heterogeneity of P. vivax parasitaemia in riverine communities of the Peruvian Amazon: A multilevel analysis |
title_short | Micro-epidemiology and spatial heterogeneity of P. vivax parasitaemia in riverine communities of the Peruvian Amazon: A multilevel analysis |
title_sort | micro-epidemiology and spatial heterogeneity of p. vivax parasitaemia in riverine communities of the peruvian amazon: a multilevel analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5556029/ https://www.ncbi.nlm.nih.gov/pubmed/28808240 http://dx.doi.org/10.1038/s41598-017-07818-0 |
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