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Hydrology-informed metapopulation modeling of liver fluke transmission in the Lawa Lake complex of northeast Thailand

View ORCID ProfileTomás M. León, Vichian Plermkamon, Kittiwet Kuntiyawichai, Banchob Sripa, Robert C. Spear
doi: https://doi.org/10.1101/569913
Tomás M. León
1School of Public Health, University of California, Berkeley, USA
3Tropical Disease Research Center, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
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  • ORCID record for Tomás M. León
  • For correspondence: tomas.leon@berkeley.edu
Vichian Plermkamon
2Faculty of Engineering, Khon Kaen University, Khon Kaen, Thailand
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Kittiwet Kuntiyawichai
2Faculty of Engineering, Khon Kaen University, Khon Kaen, Thailand
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Banchob Sripa
3Tropical Disease Research Center, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
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Robert C. Spear
1School of Public Health, University of California, Berkeley, USA
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Abstract

While hydrologic processes are intuitively understood to influence transmission dynamics of water-related diseases, limited research exists that explicitly links hydrologic and infectious disease data. In the case of the life cycle of liver flukes, hydrology influences several transmission processes that mediate infection risk for multiple hosts. Northeast Thailand is a hotspot for liver fluke transmission and has strong seasonal flooding patterns. A metapopulation model linking local hydrologic processes with transmission of the liver fluke Opisthorchis viverrini in a lake system in northeast Thailand was developed and parameterized using infection data from 2008-2016. A rainfall-runoff model and other hydrologic data were used to assess level of connectivity between villages and the influence of upstream communities on parasite distribution in the study area. Disease transmission was modeled with metapopulations representing six village clusters around the lake using known prevalence data from humans, cats and dogs, snails, and fish. The metapopulation model improved upon the single-village model in its match to historical data patterns for the six village clusters with the introduction of the new time-variable parameters. Results suggest there are three unique hydrologic-epidemiologic regimes within the Lawa Lake system in response to upstream watersheds and risk of overland flooding that contribute to risk for O. viverrini infection. While available data may be insufficient to specifically characterize exact transmission dynamics, the practical implications of such findings are the importance of addressing connectivity for any intermediate host-based intervention. Similar approaches using hydrologic data to assess the impacts of water on pathogen transmission dynamics and inform mechanistic disease transmission models could be applied across other water-related disease systems.

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
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Posted November 23, 2020.
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Hydrology-informed metapopulation modeling of liver fluke transmission in the Lawa Lake complex of northeast Thailand
Tomás M. León, Vichian Plermkamon, Kittiwet Kuntiyawichai, Banchob Sripa, Robert C. Spear
bioRxiv 569913; doi: https://doi.org/10.1101/569913
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Hydrology-informed metapopulation modeling of liver fluke transmission in the Lawa Lake complex of northeast Thailand
Tomás M. León, Vichian Plermkamon, Kittiwet Kuntiyawichai, Banchob Sripa, Robert C. Spear
bioRxiv 569913; doi: https://doi.org/10.1101/569913

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