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Mapping the Risk of Soil-Transmitted Helminthic Infections in the Philippines

dc.contributor.authorSoares Magalhaes, Ricardo
dc.contributor.authorSalamat, Maria Sonia
dc.contributor.authorLeonardo, Lydia
dc.contributor.authorGray, Darren
dc.contributor.authorCarabin, Helene
dc.contributor.authorHalton, Kate
dc.contributor.authorMcManus, Donald P
dc.contributor.authorWilliams, Gail
dc.contributor.authorRivera, Pilarita
dc.contributor.authorSaniel, Ofelia
dc.contributor.authorHernandez, Leda
dc.contributor.authorYakob, Laith
dc.contributor.authorMcGarvey, S.T
dc.contributor.authorRivera, Pularita
dc.contributor.authorClements, Archie
dc.date.accessioned2018-11-29T22:56:23Z
dc.date.available2018-11-29T22:56:23Z
dc.date.issued2015
dc.date.updated2018-11-29T08:11:56Z
dc.description.abstractBackground In order to increase the efficient allocation of soil-transmitted helminth (STH) disease control resources in the Philippines, we aimed to describe for the first time the spatial variation in the prevalence of A. lumbricoides, T. trichiura and hookworm across the country, quantify the association between the physical environment and spatial variation of STH infection and develop predictive risk maps for each infection. Methodology/Principal Findings Data on STH infection from 35,573 individuals across the country were geolocated at the barangay level and included in the analysis. The analysis was stratified geographically in two major regions: 1) Luzon and the Visayas and 2) Mindanao. Bayesian geostatistical models of STH prevalence were developed, including age and sex of individuals and environmental variables (rainfall, land surface temperature and distance to inland water bodies) as predictors, and diagnostic uncertainty was incorporated. The role of environmental variables was different between regions of the Philippines. This analysis revealed that while A. lumbricoides and T. trichiura infections were widespread and highly endemic, hookworm infections were more circumscribed to smaller foci in the Visayas and Mindanao. Conclusions/Significance This analysis revealed significant spatial variation in STH infection prevalence within provinces of the Philippines. This suggests that a spatially targeted approach to STH interventions, including mass drug administration, is warranted. When financially possible, additional STH surveys should be prioritized to high-risk areas identified by our study in Luzon.
dc.format.mimetypeapplication/pdfen_AU
dc.identifier.issn1935-2727
dc.identifier.urihttp://hdl.handle.net/1885/153502
dc.publisherPublic Library of Science
dc.sourcePLoS Neglected Tropical Diseases
dc.titleMapping the Risk of Soil-Transmitted Helminthic Infections in the Philippines
dc.typeJournal article
dcterms.accessRightsOpen Accessen_AU
local.bibliographicCitation.issue9
local.bibliographicCitation.lastpagee0003915
local.bibliographicCitation.startpagee0003915
local.contributor.affiliationSoares Magalhaes, Ricardo, University of Queensland
local.contributor.affiliationSalamat, Maria Sonia, University of The Philippines-Manila
local.contributor.affiliationLeonardo, Lydia, University of The Philippines-Manila
local.contributor.affiliationGray, Darren, College of Health and Medicine, ANU
local.contributor.affiliationCarabin, Helene, University of Oklahoma Health Services Center
local.contributor.affiliationHalton, Kate , Queensland University of Technology
local.contributor.affiliationMcManus, Donald P, Queensland Institute of Medical Research
local.contributor.affiliationWilliams, Gail, University of Queensland
local.contributor.affiliationRivera, Pilarita, University of the Philippines
local.contributor.affiliationSaniel, Ofelia, University of The Philippines-Manila
local.contributor.affiliationHernandez, Leda, Philippine Department of Health National Center for Disease Prevention and Control
local.contributor.affiliationYakob, Laith, London School of Hygiene & Tropical Medicine
local.contributor.affiliationMcGarvey, S.T, Brown University
local.contributor.affiliationClements, Archie, College of Health and Medicine, ANU
local.contributor.affiliationRivera, Pularita, University of The Philippines-Manila
local.contributor.authoruidGray, Darren, u5624503
local.contributor.authoruidClements, Archie, u5611518
local.description.notesImported from ARIES
local.identifier.absfor111706 - Epidemiology
local.identifier.ariespublicationU3488905xPUB8605
local.identifier.citationvolume9
local.identifier.doi10.1371/journal.pntd.0003915
local.identifier.scopusID2-s2.0-84943192474
local.identifier.thomsonID000363031200008
local.type.statusPublished Version

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