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Complexity and critical thresholds in the dynamics of visceral leishmaniasis

We study a general multi-host model of visceral leishmaniasis including both humans and animals, and where host and vector characteristics are captured via host competence along with vector biting preference. Additionally, the model accounts for spatial heterogeneity in human population and heteroge...

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Autores principales: Bilal, Shakir, Caja Rivera, Rocio, Mubayi, Anuj, Michael, Edwin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7813240/
https://www.ncbi.nlm.nih.gov/pubmed/33489258
http://dx.doi.org/10.1098/rsos.200904
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author Bilal, Shakir
Caja Rivera, Rocio
Mubayi, Anuj
Michael, Edwin
author_facet Bilal, Shakir
Caja Rivera, Rocio
Mubayi, Anuj
Michael, Edwin
author_sort Bilal, Shakir
collection PubMed
description We study a general multi-host model of visceral leishmaniasis including both humans and animals, and where host and vector characteristics are captured via host competence along with vector biting preference. Additionally, the model accounts for spatial heterogeneity in human population and heterogeneity in biting behaviour of sandflies. We then use parameters for visceral leishmaniasis in the Indian subcontinent as an example and demonstrate that the model exhibits backward bifurcation, i.e. it has a human infection and a sandfly population threshold, characterized by a bi-stable region. These thresholds shift as a function of host competence, host population size, vector feeding preference, spatial heterogeneity, biting heterogeneity and control efforts. In particular, if control is applied through human treatment a new and lower human infection threshold is created, making elimination difficult to achieve, before eventually the human infection threshold no longer exists, making it impossible to control the disease by only reducing the infection levels below a certain threshold. A better strategy would be to reduce the human infection below a certain threshold potentially by early diagnosis, control animal population levels and keep the vector population under check. Spatial heterogeneity in human populations lowers the overall thresholds as a result of weak migration between patches.
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spelling pubmed-78132402021-01-21 Complexity and critical thresholds in the dynamics of visceral leishmaniasis Bilal, Shakir Caja Rivera, Rocio Mubayi, Anuj Michael, Edwin R Soc Open Sci Ecology, Conservation, and Global Change Biology We study a general multi-host model of visceral leishmaniasis including both humans and animals, and where host and vector characteristics are captured via host competence along with vector biting preference. Additionally, the model accounts for spatial heterogeneity in human population and heterogeneity in biting behaviour of sandflies. We then use parameters for visceral leishmaniasis in the Indian subcontinent as an example and demonstrate that the model exhibits backward bifurcation, i.e. it has a human infection and a sandfly population threshold, characterized by a bi-stable region. These thresholds shift as a function of host competence, host population size, vector feeding preference, spatial heterogeneity, biting heterogeneity and control efforts. In particular, if control is applied through human treatment a new and lower human infection threshold is created, making elimination difficult to achieve, before eventually the human infection threshold no longer exists, making it impossible to control the disease by only reducing the infection levels below a certain threshold. A better strategy would be to reduce the human infection below a certain threshold potentially by early diagnosis, control animal population levels and keep the vector population under check. Spatial heterogeneity in human populations lowers the overall thresholds as a result of weak migration between patches. The Royal Society 2020-12-16 /pmc/articles/PMC7813240/ /pubmed/33489258 http://dx.doi.org/10.1098/rsos.200904 Text en © 2020 The Authors. http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/http://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Ecology, Conservation, and Global Change Biology
Bilal, Shakir
Caja Rivera, Rocio
Mubayi, Anuj
Michael, Edwin
Complexity and critical thresholds in the dynamics of visceral leishmaniasis
title Complexity and critical thresholds in the dynamics of visceral leishmaniasis
title_full Complexity and critical thresholds in the dynamics of visceral leishmaniasis
title_fullStr Complexity and critical thresholds in the dynamics of visceral leishmaniasis
title_full_unstemmed Complexity and critical thresholds in the dynamics of visceral leishmaniasis
title_short Complexity and critical thresholds in the dynamics of visceral leishmaniasis
title_sort complexity and critical thresholds in the dynamics of visceral leishmaniasis
topic Ecology, Conservation, and Global Change Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7813240/
https://www.ncbi.nlm.nih.gov/pubmed/33489258
http://dx.doi.org/10.1098/rsos.200904
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