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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2020
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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. |
format | Online Article Text |
id | pubmed-7813240 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
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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