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Spatial distribution and populations at risk of A. lumbricoides and T. trichiura co-infections and infection intensity classes: an ecological study

dc.contributor.authorOwada, Kei
dc.contributor.authorLau, Colleen
dc.contributor.authorLeonardo, Lydia R
dc.contributor.authorClements, Archie
dc.contributor.authorYakob, Laith
dc.contributor.authorNielsen, Mark
dc.contributor.authorCarabin, Helene
dc.contributor.authorSoares Magalhaes, Ricardo
dc.date.accessioned2020-12-16T22:27:06Z
dc.date.available2020-12-16T22:27:06Z
dc.date.issued2018
dc.date.updated2020-07-26T08:18:10Z
dc.description.abstractBackground Soil-transmitted helminth (STH) infections are highly prevalent in the Philippines. Mapping the prevalence and high-intensity of STH co-infections can help guide targeted intervention programmes to reduce morbidity, especially among vulnerable school-aged children. In this study, we aimed to predict the spatial distribution of the prevalence of Ascaris lumbricoides and Trichuris trichiura co-infection and infection intensity classes in the Philippines to identify populations most in need of interventions. Methods Data on STH infections from 29,919 individuals during the nationwide parasitological survey in 2005 to 2007 were included in the analysis. To geographically predict the prevalence of A. lumbricoides and T. trichiura co-infections and infection intensity classes, Bayesian multinomial geostatistical models were built including age, sex, environmental variables and a geostatistical random effect. The number of individuals co-infected and belonging to each of the infection intensity classes in 2017 was forecast by combining our predictive prevalence maps with population density maps. Results Our models showed that school-aged children (5–19 years) are most at risk of A. lumbricoides and T. trichiura co-infections and of moderate/high infection intensity compared to other age groups. We identified target provinces where the likelihood of STH-associated morbidity was highest: Luzon (Bulacan, Benguet, Cavite, Sorsogon, Metropolitan Manila, Pampanga and Rizal), the Visayas (Cebu, Iloilo, Leyte and Negros Occidental), and in Mindanao (Agusan Del Norte, Davao Del Sur, Davao Oriental, Lanao Del Sur, Maguindanao, Misamis Oriental, Sulu and Zamboanga Del Sur). Luzon had the highest estimated number of school-aged children with A. lumbricoides and T. trichiura co-infections (estimated total 89,400), followed by the Visayas (38,300) and Mindanao (20,200). Conclusions Our study provided epidemiological evidence to highlight national priority areas for controlling co-infections and high intensity infections in the Philippines. Our maps could assist more geographically targeted interventions to reduce the risk of STH-associated morbidity in the Philippines.en_AU
dc.description.sponsorshipKO is a PhD candidate supported by an Australian Government Research Training Programme Scholarship from the University of Queensland;MN isfunded by an Australian Research Council Discovery Project Grant (DP140101410); CLL is funded by an Australian National Health and Medical Research Council (NHMRC) Early Career Fellowship (1109035); ACAC is supported by a NHMRC Senior Research Fellowship; LY is funded by the Medical Research Council UK, the Newton Fund, the Wellcome Trust and the European Union.en_AU
dc.format.mimetypeapplication/pdfen_AU
dc.identifier.issn1756-3305en_AU
dc.identifier.urihttp://hdl.handle.net/1885/217318
dc.language.isoen_AUen_AU
dc.publisherBioMed Centralen_AU
dc.relationhttp://purl.org/au-research/grants/arc/DP140101410en_AU
dc.rights© The Author(s). 2018en_AU
dc.rights.licensee Creative Commons Attribution 4.0 International Licenseen_AU
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_AU
dc.sourceParasites and Vectorsen_AU
dc.subjectSoil-transmitted helminthsen_AU
dc.subjectAscaris lumbricoidesen_AU
dc.subjectTrichuris trichiuraen_AU
dc.subjectCo-infectionen_AU
dc.subjectInfection intensityen_AU
dc.subjectSpatial epidemiologyen_AU
dc.subjectBayesian geostatisticsen_AU
dc.subjectThe Philippinesen_AU
dc.titleSpatial distribution and populations at risk of A. lumbricoides and T. trichiura co-infections and infection intensity classes: an ecological studyen_AU
dc.typeJournal articleen_AU
dcterms.accessRightsOpen Accessen_AU
local.bibliographicCitation.issue535en_AU
local.bibliographicCitation.lastpage13en_AU
local.bibliographicCitation.startpage1en_AU
local.contributor.affiliationOwada, Kei, University of Queenslanden_AU
local.contributor.affiliationLau, Colleen, College of Health and Medicine, ANUen_AU
local.contributor.affiliationLeonardo, Lydia R, University of the Philippinesen_AU
local.contributor.affiliationClements, Archie, College of Health and Medicine, ANUen_AU
local.contributor.affiliationYakob, Laith, London School of Hygiene & Tropical Medicineen_AU
local.contributor.affiliationNielsen, Mark, University of Queenslanden_AU
local.contributor.affiliationCarabin, Helene, University of Oklahoma Health Services Centeren_AU
local.contributor.affiliationSoares Magalhaes, Ricardo, University of Queenslanden_AU
local.contributor.authoruidLau, Colleen, u5651486en_AU
local.contributor.authoruidClements, Archie, u5611518en_AU
local.description.notesImported from ARIESen_AU
local.identifier.absfor111706 - Epidemiologyen_AU
local.identifier.absseo920404 - Disease Distribution and Transmission (incl. Surveillance and Response)en_AU
local.identifier.ariespublicationu5684624xPUB269en_AU
local.identifier.citationvolume11en_AU
local.identifier.doi10.1186/s13071-018-3107-yen_AU
local.identifier.scopusID2-s2.0-85054430183
local.publisher.urlhttp://www.parasitesandvectors.com/en_AU
local.type.statusPublished Versionen_AU

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