The effects of variable spatial aggregation on lymphatic filariasis transmission
| dc.contributor.author | Shaw, Callum | en |
| dc.contributor.author | McLure, Angus | en |
| dc.contributor.author | Glass, Kathryn | en |
| dc.date.accessioned | 2025-12-20T15:40:25Z | |
| dc.date.available | 2025-12-20T15:40:25Z | |
| dc.date.issued | 2025-01-09 | en |
| dc.description.abstract | BACKGROUND: 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.sponsorship | C.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.status | Peer-reviewed | en |
| dc.format.extent | 10 | en |
| dc.identifier.issn | 1756-3305 | en |
| dc.identifier.other | PubMed:39780258 | en |
| dc.identifier.other | ORCID:/0000-0003-2890-2703/work/177037977 | en |
| dc.identifier.other | ORCID:/0000-0001-5905-1310/work/177038066 | en |
| dc.identifier.scopus | 85215102583 | en |
| dc.identifier.uri | https://hdl.handle.net/1885/733796757 | |
| dc.language.iso | en | en |
| dc.provenance | This 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.source | Parasites & vectors | en |
| dc.subject | Individual heterogeneity | en |
| dc.subject | Lymphatic filariasis | en |
| dc.subject | Model | en |
| dc.subject | Spatial heterogeneity | en |
| dc.title | The effects of variable spatial aggregation on lymphatic filariasis transmission | en |
| dc.type | Journal article | en |
| dspace.entity.type | Publication | en |
| local.contributor.affiliation | Shaw, Callum; National Centre for Epidemiology and Population Health (NCEPH) | en |
| local.contributor.affiliation | McLure, Angus; National Centre for Epidemiology and Population Health (NCEPH) | en |
| local.contributor.affiliation | Glass, Kathryn; National Centre for Epidemiology and Population Health (NCEPH) | en |
| local.identifier.citationvolume | 18 | en |
| local.identifier.doi | 10.1186/s13071-024-06582-1 | en |
| local.identifier.pure | 8e85bb08-21d7-4dac-b93c-d0eccaba9459 | en |
| local.identifier.url | https://www.scopus.com/pages/publications/85215102583 | en |
| local.type.status | Published | en |
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