GEOFIL: A spatially-explicit agent-based modelling framework for predicting the long-term transmission dynamics of lymphatic filariasis in American Samoa.


Journal

Epidemics
ISSN: 1878-0067
Titre abrégé: Epidemics
Pays: Netherlands
ID NLM: 101484711

Informations de publication

Date de publication:
06 2019
Historique:
received: 03 08 2018
revised: 22 12 2018
accepted: 28 12 2018
pubmed: 7 1 2019
medline: 10 7 2020
entrez: 7 1 2019
Statut: ppublish

Résumé

In this study, a spatially-explicit agent-based modelling framework GEOFIL was developed to predict lymphatic filariasis (LF) transmission dynamics in American Samoa. GEOFIL included individual-level information on age, gender, disease status, household location, household members, workplace/school location and colleagues/schoolmates at each time step during the simulation. In American Samoa, annual mass drug administration from 2000 to 2006 successfully reduced LF prevalence dramatically. However, GEOFIL predicted continual increase in microfilaraemia prevalence in the absence of further intervention. Evidence from seroprevalence and transmission assessment surveys conducted from 2010 to 2016 indicated a resurgence of LF in American Samoa, corroborating GEOFIL's predictions. The microfilaraemia and antigenaemia prevalence in 6-7-yo children were much lower than in the overall population. Mosquito biting rates were found to be a critical determinant of infection risk. Transmission hotspots are likely to disappear with lower biting rates. GEOFIL highlights current knowledge gaps, such as data on mosquito abundance, biting rates and within-host parasite dynamics, which are important for improving the accuracy of model predictions.

Identifiants

pubmed: 30611745
pii: S1755-4365(18)30127-0
doi: 10.1016/j.epidem.2018.12.003
pii:
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

19-27

Informations de copyright

Copyright © 2019 The Authors. Published by Elsevier B.V. All rights reserved.

Auteurs

Zhijing Xu (Z)

Research School of Population Health, The Australian National University, Australia. Electronic address: xuzhijing521@gmail.com.

Patricia M Graves (PM)

College of Public Health, Medical and Veterinary Sciences, Division of Tropical Health and Medicine, James Cook University, Australia.

Colleen L Lau (CL)

Research School of Population Health, The Australian National University, Australia.

Archie Clements (A)

Faculty of Health Sciences, Curtin University, Australia.

Nicholas Geard (N)

School of Computing and Information Systems, The University of Melbourne, Australia; The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Australia; Melbourne School of Population and Global Health, The University of Melbourne, Australia.

Kathryn Glass (K)

Research School of Population Health, The Australian National University, Australia.

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Classifications MeSH