Spatial and temporal clustering of dengue virus transmission in Thai villages.

Transmission of dengue viruses (DENV), the leading cause of arboviral disease worldwide, is known to vary through time and space, likely owing to a combination of factors related to the human host, virus, mosquito vector, and environment. An improved understanding of variation in transmission patter...

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Main Authors: Mammen P Mammen, Chusak Pimgate, Constantianus J M Koenraadt, Alan L Rothman, Jared Aldstadt, Ananda Nisalak, Richard G Jarman, James W Jones, Anon Srikiatkhachorn, Charity Ann Ypil-Butac, Arthur Getis, Suwich Thammapalo, Amy C Morrison, Daniel H Libraty, Sharone Green, Thomas W Scott
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2008-11-01
Series:PLoS Medicine
Online Access:http://europepmc.org/articles/PMC2577695?pdf=render
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spelling doaj-70812041598e4f7da6d99abd44c98ee22020-11-25T01:16:09ZengPublic Library of Science (PLoS)PLoS Medicine1549-12771549-16762008-11-01511e20510.1371/journal.pmed.0050205Spatial and temporal clustering of dengue virus transmission in Thai villages.Mammen P MammenChusak PimgateConstantianus J M KoenraadtAlan L RothmanJared AldstadtAnanda NisalakRichard G JarmanJames W JonesAnon SrikiatkhachornCharity Ann Ypil-ButacArthur GetisSuwich ThammapaloAmy C MorrisonDaniel H LibratySharone GreenThomas W ScottTransmission of dengue viruses (DENV), the leading cause of arboviral disease worldwide, is known to vary through time and space, likely owing to a combination of factors related to the human host, virus, mosquito vector, and environment. An improved understanding of variation in transmission patterns is fundamental to conducting surveillance and implementing disease prevention strategies. To test the hypothesis that DENV transmission is spatially and temporally focal, we compared geographic and temporal characteristics within Thai villages where DENV are and are not being actively transmitted.Cluster investigations were conducted within 100 m of homes where febrile index children with (positive clusters) and without (negative clusters) acute dengue lived during two seasons of peak DENV transmission. Data on human infection and mosquito infection/density were examined to precisely (1) define the spatial and temporal dimensions of DENV transmission, (2) correlate these factors with variation in DENV transmission, and (3) determine the burden of inapparent and symptomatic infections. Among 556 village children enrolled as neighbors of 12 dengue-positive and 22 dengue-negative index cases, all 27 DENV infections (4.9% of enrollees) occurred in positive clusters (p < 0.01; attributable risk [AR] = 10.4 per 100; 95% confidence interval 1-19.8 per 100]. In positive clusters, 12.4% of enrollees became infected in a 15-d period and DENV infections were aggregated centrally near homes of index cases. As only 1 of 217 pairs of serologic specimens tested in positive clusters revealed a recent DENV infection that occurred prior to cluster initiation, we attribute the observed DENV transmission subsequent to cluster investigation to recent DENV transmission activity. Of the 1,022 female adult Ae. aegypti collected, all eight (0.8%) dengue-infected mosquitoes came from houses in positive clusters; none from control clusters or schools. Distinguishing features between positive and negative clusters were greater availability of piped water in negative clusters (p < 0.01) and greater number of Ae. aegypti pupae per person in positive clusters (p = 0.04). During primarily DENV-4 transmission seasons, the ratio of inapparent to symptomatic infections was nearly 1:1 among child enrollees. Study limitations included inability to sample all children and mosquitoes within each cluster and our reliance on serologic rather than virologic evidence of interval infections in enrollees given restrictions on the frequency of blood collections in children.Our data reveal the remarkably focal nature of DENV transmission within a hyperendemic rural area of Thailand. These data suggest that active school-based dengue case detection prompting local spraying could contain recent virus introductions and reduce the longitudinal risk of virus spread within rural areas. Our results should prompt future cluster studies to explore how host immune and behavioral aspects may impact DENV transmission and prevention strategies. Cluster methodology could serve as a useful research tool for investigation of other temporally and spatially clustered infectious diseases.http://europepmc.org/articles/PMC2577695?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Mammen P Mammen
Chusak Pimgate
Constantianus J M Koenraadt
Alan L Rothman
Jared Aldstadt
Ananda Nisalak
Richard G Jarman
James W Jones
Anon Srikiatkhachorn
Charity Ann Ypil-Butac
Arthur Getis
Suwich Thammapalo
Amy C Morrison
Daniel H Libraty
Sharone Green
Thomas W Scott
spellingShingle Mammen P Mammen
Chusak Pimgate
Constantianus J M Koenraadt
Alan L Rothman
Jared Aldstadt
Ananda Nisalak
Richard G Jarman
James W Jones
Anon Srikiatkhachorn
Charity Ann Ypil-Butac
Arthur Getis
Suwich Thammapalo
Amy C Morrison
Daniel H Libraty
Sharone Green
Thomas W Scott
Spatial and temporal clustering of dengue virus transmission in Thai villages.
PLoS Medicine
author_facet Mammen P Mammen
Chusak Pimgate
Constantianus J M Koenraadt
Alan L Rothman
Jared Aldstadt
Ananda Nisalak
Richard G Jarman
James W Jones
Anon Srikiatkhachorn
Charity Ann Ypil-Butac
Arthur Getis
Suwich Thammapalo
Amy C Morrison
Daniel H Libraty
Sharone Green
Thomas W Scott
author_sort Mammen P Mammen
title Spatial and temporal clustering of dengue virus transmission in Thai villages.
title_short Spatial and temporal clustering of dengue virus transmission in Thai villages.
title_full Spatial and temporal clustering of dengue virus transmission in Thai villages.
title_fullStr Spatial and temporal clustering of dengue virus transmission in Thai villages.
title_full_unstemmed Spatial and temporal clustering of dengue virus transmission in Thai villages.
title_sort spatial and temporal clustering of dengue virus transmission in thai villages.
publisher Public Library of Science (PLoS)
series PLoS Medicine
issn 1549-1277
1549-1676
publishDate 2008-11-01
description Transmission of dengue viruses (DENV), the leading cause of arboviral disease worldwide, is known to vary through time and space, likely owing to a combination of factors related to the human host, virus, mosquito vector, and environment. An improved understanding of variation in transmission patterns is fundamental to conducting surveillance and implementing disease prevention strategies. To test the hypothesis that DENV transmission is spatially and temporally focal, we compared geographic and temporal characteristics within Thai villages where DENV are and are not being actively transmitted.Cluster investigations were conducted within 100 m of homes where febrile index children with (positive clusters) and without (negative clusters) acute dengue lived during two seasons of peak DENV transmission. Data on human infection and mosquito infection/density were examined to precisely (1) define the spatial and temporal dimensions of DENV transmission, (2) correlate these factors with variation in DENV transmission, and (3) determine the burden of inapparent and symptomatic infections. Among 556 village children enrolled as neighbors of 12 dengue-positive and 22 dengue-negative index cases, all 27 DENV infections (4.9% of enrollees) occurred in positive clusters (p < 0.01; attributable risk [AR] = 10.4 per 100; 95% confidence interval 1-19.8 per 100]. In positive clusters, 12.4% of enrollees became infected in a 15-d period and DENV infections were aggregated centrally near homes of index cases. As only 1 of 217 pairs of serologic specimens tested in positive clusters revealed a recent DENV infection that occurred prior to cluster initiation, we attribute the observed DENV transmission subsequent to cluster investigation to recent DENV transmission activity. Of the 1,022 female adult Ae. aegypti collected, all eight (0.8%) dengue-infected mosquitoes came from houses in positive clusters; none from control clusters or schools. Distinguishing features between positive and negative clusters were greater availability of piped water in negative clusters (p < 0.01) and greater number of Ae. aegypti pupae per person in positive clusters (p = 0.04). During primarily DENV-4 transmission seasons, the ratio of inapparent to symptomatic infections was nearly 1:1 among child enrollees. Study limitations included inability to sample all children and mosquitoes within each cluster and our reliance on serologic rather than virologic evidence of interval infections in enrollees given restrictions on the frequency of blood collections in children.Our data reveal the remarkably focal nature of DENV transmission within a hyperendemic rural area of Thailand. These data suggest that active school-based dengue case detection prompting local spraying could contain recent virus introductions and reduce the longitudinal risk of virus spread within rural areas. Our results should prompt future cluster studies to explore how host immune and behavioral aspects may impact DENV transmission and prevention strategies. Cluster methodology could serve as a useful research tool for investigation of other temporally and spatially clustered infectious diseases.
url http://europepmc.org/articles/PMC2577695?pdf=render
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