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The effects of variable spatial aggregation on lymphatic filariasis transmission

dc.contributor.authorShaw, Callumen
dc.contributor.authorMcLure, Angusen
dc.contributor.authorGlass, Kathrynen
dc.date.accessioned2025-12-20T15:40:25Z
dc.date.available2025-12-20T15:40:25Z
dc.date.issued2025-01-09en
dc.description.abstractBACKGROUND: Elimination of lymphatic filariasis (LF) is a World Health Organization goal, with several countries at or near prevalence thresholds. Where LF cases remain after mass drug administration, they tend to be spatially clustered, with an overdispersed individual worm burden. Both individual and spatial heterogeneities can cause aggregation of infection; however, few studies have investigated the drivers of heterogeneity and implications for disease elimination. METHODS: We used a spatially explicit lymphatic filariasis model to investigate LF transmission in American Samoa at three spatial scales - a territory-level model, a village model with 64 groups and a subvillage model with 316 groups. RESULTS: To reproduce American Samoan survey data, models with less spatial structure required increased individual-level bite aggregation. Threshold behaviour was present in the territory model but less evident in the models with spatial structure. As such, mass drug administration was most effective in the territory model, while in the spatially structured models, successive rounds of mass drug administration only gradually increased the likelihood of elimination. With the addition of spatial structure, residual infections remained in limited groups, and infection resurgence was slowed. CONCLUSIONS: Due to the impacts on potential intervention and surveillance strategies, it is critical that studies incorporate individual and spatial sources of heterogeneity to accurately model transmission and inform potential policy decisions.en
dc.description.sponsorshipC.S. was supported by an Australian Government Research Training Program (AGTRP) scholarship. A.M. was supported by an Australian Research Council Discovery Project Grant (DP180100246).en
dc.description.statusPeer-revieweden
dc.format.extent10en
dc.identifier.issn1756-3305en
dc.identifier.otherPubMed:39780258en
dc.identifier.otherORCID:/0000-0003-2890-2703/work/177037977en
dc.identifier.otherORCID:/0000-0001-5905-1310/work/177038066en
dc.identifier.scopus85215102583en
dc.identifier.urihttps://hdl.handle.net/1885/733796757
dc.language.isoenen
dc.provenanceThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativeco mmons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.en
dc.rights © 2024. The Author(s).en
dc.sourceParasites & vectorsen
dc.subjectIndividual heterogeneityen
dc.subjectLymphatic filariasisen
dc.subjectModelen
dc.subjectSpatial heterogeneityen
dc.titleThe effects of variable spatial aggregation on lymphatic filariasis transmissionen
dc.typeJournal articleen
dspace.entity.typePublicationen
local.contributor.affiliationShaw, Callum; National Centre for Epidemiology and Population Health (NCEPH)en
local.contributor.affiliationMcLure, Angus; National Centre for Epidemiology and Population Health (NCEPH)en
local.contributor.affiliationGlass, Kathryn; National Centre for Epidemiology and Population Health (NCEPH)en
local.identifier.citationvolume18en
local.identifier.doi10.1186/s13071-024-06582-1en
local.identifier.pure8e85bb08-21d7-4dac-b93c-d0eccaba9459en
local.identifier.urlhttps://www.scopus.com/pages/publications/85215102583en
local.type.statusPublisheden

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