Micro-epidemiology and spatial heterogeneity of P-vivax parasitaemia in riverine communities of the Peruvian Amazon: A multilevel analysis

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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...

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Detalles Bibliográficos
Autores: Carrasco-Escobar, G, Gamboa, D, Castro, MC, Bangdiwala, SI, Rodriguez, H, Contreras-Mancilla, J, Alava, F, Speybroeck, N, Lescano, AG, Vinetz, JM, Rosas-Aguirre, A, Llanos-Cuentas, A
Formato: artículo
Fecha de Publicación:2017
Institución:Consejo Nacional de Ciencia Tecnología e Innovación
Repositorio:CONCYTEC-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.concytec.gob.pe:20.500.12390/1104
Enlace del recurso:https://hdl.handle.net/20.500.12390/1104
https://doi.org/10.1038/s41598-017-07818-0
Nivel de acceso:acceso abierto
Materia:Plasmodium vivax
Epidemiologia
Amazonia
Perú
https://purl.org/pe-repo/ocde/ford#3.03.08
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network_acronym_str CONC
network_name_str CONCYTEC-Institucional
repository_id_str 4689
dc.title.none.fl_str_mv 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
spellingShingle Micro-epidemiology and spatial heterogeneity of P-vivax parasitaemia in riverine communities of the Peruvian Amazon: A multilevel analysis
Carrasco-Escobar, G
Plasmodium vivax
Epidemiologia
Amazonia
Perú
https://purl.org/pe-repo/ocde/ford#3.03.08
title_short 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_sort Micro-epidemiology and spatial heterogeneity of P-vivax parasitaemia in riverine communities of the Peruvian Amazon: A multilevel analysis
author Carrasco-Escobar, G
author_facet Carrasco-Escobar, G
Gamboa, D
Castro, MC
Bangdiwala, SI
Rodriguez, H
Contreras-Mancilla, J
Alava, F
Speybroeck, N
Lescano, AG
Vinetz, JM
Rosas-Aguirre, A
Llanos-Cuentas, A
author_role author
author2 Gamboa, D
Castro, MC
Bangdiwala, SI
Rodriguez, H
Contreras-Mancilla, J
Alava, F
Speybroeck, N
Lescano, AG
Vinetz, JM
Rosas-Aguirre, A
Llanos-Cuentas, A
author2_role author
author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Carrasco-Escobar, G
Gamboa, D
Castro, MC
Bangdiwala, SI
Rodriguez, H
Contreras-Mancilla, J
Alava, F
Speybroeck, N
Lescano, AG
Vinetz, JM
Rosas-Aguirre, A
Llanos-Cuentas, A
dc.subject.none.fl_str_mv Plasmodium vivax
topic Plasmodium vivax
Epidemiologia
Amazonia
Perú
https://purl.org/pe-repo/ocde/ford#3.03.08
dc.subject.es_PE.fl_str_mv Epidemiologia
Amazonia
Perú
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#3.03.08
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.
publishDate 2017
dc.date.accessioned.none.fl_str_mv 2024-05-30T23:13:38Z
dc.date.available.none.fl_str_mv 2024-05-30T23:13:38Z
dc.date.issued.fl_str_mv 2017
dc.type.none.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12390/1104
dc.identifier.doi.none.fl_str_mv https://doi.org/10.1038/s41598-017-07818-0
dc.identifier.isi.none.fl_str_mv 407559800049
url https://hdl.handle.net/20.500.12390/1104
https://doi.org/10.1038/s41598-017-07818-0
identifier_str_mv 407559800049
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.ispartof.none.fl_str_mv Scientific Reports
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.uri.none.fl_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.publisher.none.fl_str_mv Scientific Reports
publisher.none.fl_str_mv Scientific Reports
dc.source.none.fl_str_mv reponame:CONCYTEC-Institucional
instname:Consejo Nacional de Ciencia Tecnología e Innovación
instacron:CONCYTEC
instname_str Consejo Nacional de Ciencia Tecnología e Innovación
instacron_str CONCYTEC
institution CONCYTEC
reponame_str CONCYTEC-Institucional
collection CONCYTEC-Institucional
repository.name.fl_str_mv Repositorio Institucional CONCYTEC
repository.mail.fl_str_mv repositorio@concytec.gob.pe
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spelling Publicationrp01113500rp01117500rp03128600rp03130600rp01121500rp01123500rp01532500rp01120500rp00723500rp03129600rp01119500rp01122500Carrasco-Escobar, GGamboa, DCastro, MCBangdiwala, SIRodriguez, HContreras-Mancilla, JAlava, FSpeybroeck, NLescano, AGVinetz, JMRosas-Aguirre, ALlanos-Cuentas, A2024-05-30T23:13:38Z2024-05-30T23:13:38Z2017https://hdl.handle.net/20.500.12390/1104https://doi.org/10.1038/s41598-017-07818-0407559800049Malaria 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.Fondo Nacional de Desarrollo Científico y Tecnológico - FondecytengScientific ReportsScientific Reportsinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-nd/4.0/Plasmodium vivaxEpidemiologia-1Amazonia-1Perú-1https://purl.org/pe-repo/ocde/ford#3.03.08-1Micro-epidemiology and spatial heterogeneity of P-vivax parasitaemia in riverine communities of the Peruvian Amazon: A multilevel analysisinfo:eu-repo/semantics/articlereponame:CONCYTEC-Institucionalinstname:Consejo Nacional de Ciencia Tecnología e Innovacióninstacron:CONCYTEC20.500.12390/1104oai:repositorio.concytec.gob.pe:20.500.12390/11042024-05-30 16:01:10.676https://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_14cbinfo:eu-repo/semantics/closedAccessmetadata only accesshttps://repositorio.concytec.gob.peRepositorio Institucional CONCYTECrepositorio@concytec.gob.pe#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#<Publication xmlns="https://www.openaire.eu/cerif-profile/1.1/" id="ba1167ba-1367-43d8-96bd-cc20750b4f53"> <Type xmlns="https://www.openaire.eu/cerif-profile/vocab/COAR_Publication_Types">http://purl.org/coar/resource_type/c_1843</Type> <Language>eng</Language> <Title>Micro-epidemiology and spatial heterogeneity of P-vivax parasitaemia in riverine communities of the Peruvian Amazon: A multilevel analysis</Title> <PublishedIn> <Publication> <Title>Scientific Reports</Title> </Publication> </PublishedIn> <PublicationDate>2017</PublicationDate> <DOI>https://doi.org/10.1038/s41598-017-07818-0</DOI> <ISI-Number>407559800049</ISI-Number> <Authors> <Author> <DisplayName>Carrasco-Escobar, G</DisplayName> <Person id="rp01113" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Gamboa, D</DisplayName> <Person id="rp01117" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Castro, MC</DisplayName> <Person id="rp03128" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Bangdiwala, SI</DisplayName> <Person id="rp03130" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Rodriguez, H</DisplayName> <Person id="rp01121" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Contreras-Mancilla, J</DisplayName> <Person id="rp01123" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Alava, F</DisplayName> <Person id="rp01532" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Speybroeck, N</DisplayName> <Person id="rp01120" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Lescano, AG</DisplayName> <Person id="rp00723" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Vinetz, JM</DisplayName> <Person id="rp03129" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Rosas-Aguirre, A</DisplayName> <Person id="rp01119" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Llanos-Cuentas, A</DisplayName> <Person id="rp01122" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> </Authors> <Editors> </Editors> <Publishers> <Publisher> <DisplayName>Scientific Reports</DisplayName> <OrgUnit /> </Publisher> </Publishers> <License>https://creativecommons.org/licenses/by-nc-nd/4.0/</License> <Keyword>Plasmodium vivax</Keyword> <Keyword>Epidemiologia</Keyword> <Keyword>Amazonia</Keyword> <Keyword>Perú</Keyword> <Abstract>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.</Abstract> <Access xmlns="http://purl.org/coar/access_right" > </Access> </Publication> -1
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