Mammalian biogeography and the Ebola virus in Africa

Ebola virus is responsible for the fatal Ebola virus disease (EVD). Identifying the distribution area of the Ebola virus is crucial for understanding the risk factors conditioning the emergence of new EVD cases. Existing distribution models have underrepresented the potential contribution that reser...

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Main Authors: Olivero, J., Fa, J.E., Real, R., Farfán, M.A., Márquez, A.L., Vargas, J.M., Paul Gonzales, J., Cunningham, A.A., Nasi, Robert
Format: Journal Article
Language:Inglés
Published: Wiley 2017
Subjects:
Online Access:https://hdl.handle.net/10568/93935
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author Olivero, J.
Fa, J.E.
Real, R.
Farfán, M.A.
Márquez, A.L.
Vargas, J.M.
Paul Gonzales, J.
Cunningham, A.A.
Nasi, Robert
author_browse Cunningham, A.A.
Fa, J.E.
Farfán, M.A.
Márquez, A.L.
Nasi, Robert
Olivero, J.
Paul Gonzales, J.
Real, R.
Vargas, J.M.
author_facet Olivero, J.
Fa, J.E.
Real, R.
Farfán, M.A.
Márquez, A.L.
Vargas, J.M.
Paul Gonzales, J.
Cunningham, A.A.
Nasi, Robert
author_sort Olivero, J.
collection Repository of Agricultural Research Outputs (CGSpace)
description Ebola virus is responsible for the fatal Ebola virus disease (EVD). Identifying the distribution area of the Ebola virus is crucial for understanding the risk factors conditioning the emergence of new EVD cases. Existing distribution models have underrepresented the potential contribution that reservoir species and vulnerable species make in sustaining the presence of the virus. In this paper, we map favourable areas for Ebola virus in Africa according to environmental and zoogeographical descriptors, independent of human‐to‐human transmissions. We combine two different biogeographical approaches: analysis of mammalian distribution types (chorotypes), and distribution modelling of the Ebola virus. We first obtain a model defining the distribution of environmentally favourable areas for the presence of Ebola virus. Based on a review of mammal taxa affected by or suspected of exposure to the Ebola virus, we model favourable areas again, this time according to mammalian chorotypes. We then build a combined model in which both the environment and mammalian distributions explain the favourable areas for Ebola virus in the wild. We demonstrate that mammalian biogeography contributes to explaining the distribution of Ebola virus in Africa, although vegetation may also underscore clear limits to the presence of the virus. Our model suggests that the Ebola virus may be even more widespread than previously suspected, given that additional favourable areas are found throughout the coastal areas of West and Central Africa, stretching from Cameroon to Guinea, and extend further East into the East African Lakes region. Our findings show that the most favourable area for the Ebola virus is significantly associated with the presence of the virus in non‐human mammals. Core areas are surrounded by regions of intermediate favourability, in which human infections of unknown source were found. The difference in association between humans and other mammals and the virus may offer further insights on how EVD can spread.Ebola virus is responsible for the fatal Ebola virus disease (EVD).Identifying the distribution area of the Ebola virus is crucial for understanding the risk factors conditioning the emergence of new EVD cases. Existing distribution models have underrepresented the potential contribution that reservoir species and vulnerable species make in sustaining the presence of the virus.In this paper, we map favourable areas for Ebola virus in Africa according to environmental and zoogeographical descriptors, independent of human‐to‐human transmissions. We combine two different biogeographical approaches: analysis of mammalian distribution types (chorotypes), and distribution modelling of the Ebola virus.We first obtain a model defining the distribution of environmentally favourable areas for the presence of Ebola virus. Based on a review of mammal taxa affected by or suspected of exposure to the Ebola virus, we model favourable areas again, this time according to mammalian chorotypes. We then build a combined model in which both the environment and mammalian distributions explain the favourable areas for Ebola virus in the wild.We demonstrate that mammalian biogeography contributes to explaining the distribution of Ebola virus in Africa, although vegetation may also underscore clear limits to the presence of the virus. Our model suggests that the Ebola virus may be even more widespread than previously suspected, given that additional favourable areas are found throughout the coastal areas of West and Central Africa, stretching from Cameroon to Guinea, and extend further East into the East African Lakes region.Our findings show that the most favourable area for the Ebola virus is significantly associated with the presence of the virus in non‐human mammals. Core areas are surrounded by regions of intermediate favourability, in which human infections of unknown source were found. The difference in association between humans and other mammals and the virus may offer further insights on how EVD can spread.
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spelling CGSpace939352025-06-17T08:24:21Z Mammalian biogeography and the Ebola virus in Africa Olivero, J. Fa, J.E. Real, R. Farfán, M.A. Márquez, A.L. Vargas, J.M. Paul Gonzales, J. Cunningham, A.A. Nasi, Robert distribution modelling mammals ebola virus reservoirs Ebola virus is responsible for the fatal Ebola virus disease (EVD). Identifying the distribution area of the Ebola virus is crucial for understanding the risk factors conditioning the emergence of new EVD cases. Existing distribution models have underrepresented the potential contribution that reservoir species and vulnerable species make in sustaining the presence of the virus. In this paper, we map favourable areas for Ebola virus in Africa according to environmental and zoogeographical descriptors, independent of human‐to‐human transmissions. We combine two different biogeographical approaches: analysis of mammalian distribution types (chorotypes), and distribution modelling of the Ebola virus. We first obtain a model defining the distribution of environmentally favourable areas for the presence of Ebola virus. Based on a review of mammal taxa affected by or suspected of exposure to the Ebola virus, we model favourable areas again, this time according to mammalian chorotypes. We then build a combined model in which both the environment and mammalian distributions explain the favourable areas for Ebola virus in the wild. We demonstrate that mammalian biogeography contributes to explaining the distribution of Ebola virus in Africa, although vegetation may also underscore clear limits to the presence of the virus. Our model suggests that the Ebola virus may be even more widespread than previously suspected, given that additional favourable areas are found throughout the coastal areas of West and Central Africa, stretching from Cameroon to Guinea, and extend further East into the East African Lakes region. Our findings show that the most favourable area for the Ebola virus is significantly associated with the presence of the virus in non‐human mammals. Core areas are surrounded by regions of intermediate favourability, in which human infections of unknown source were found. The difference in association between humans and other mammals and the virus may offer further insights on how EVD can spread.Ebola virus is responsible for the fatal Ebola virus disease (EVD).Identifying the distribution area of the Ebola virus is crucial for understanding the risk factors conditioning the emergence of new EVD cases. Existing distribution models have underrepresented the potential contribution that reservoir species and vulnerable species make in sustaining the presence of the virus.In this paper, we map favourable areas for Ebola virus in Africa according to environmental and zoogeographical descriptors, independent of human‐to‐human transmissions. We combine two different biogeographical approaches: analysis of mammalian distribution types (chorotypes), and distribution modelling of the Ebola virus.We first obtain a model defining the distribution of environmentally favourable areas for the presence of Ebola virus. Based on a review of mammal taxa affected by or suspected of exposure to the Ebola virus, we model favourable areas again, this time according to mammalian chorotypes. We then build a combined model in which both the environment and mammalian distributions explain the favourable areas for Ebola virus in the wild.We demonstrate that mammalian biogeography contributes to explaining the distribution of Ebola virus in Africa, although vegetation may also underscore clear limits to the presence of the virus. Our model suggests that the Ebola virus may be even more widespread than previously suspected, given that additional favourable areas are found throughout the coastal areas of West and Central Africa, stretching from Cameroon to Guinea, and extend further East into the East African Lakes region.Our findings show that the most favourable area for the Ebola virus is significantly associated with the presence of the virus in non‐human mammals. Core areas are surrounded by regions of intermediate favourability, in which human infections of unknown source were found. The difference in association between humans and other mammals and the virus may offer further insights on how EVD can spread. 2017-01 2018-07-03T10:56:39Z 2018-07-03T10:56:39Z Journal Article https://hdl.handle.net/10568/93935 en Open Access Wiley Olivero, J., Fa, J.E., Real, R., Farfán, M.A., Márquez, A.L., Vargas, J.M., Paul Gonzales, J., Cunningham, A.A., Nasi, R.. 2017. Mammalian biogeography and the Ebola virus in Africa Mammal Review, 47 (1) : 24-37. https://doi.org/10.1111/mam.12074
spellingShingle distribution
modelling
mammals
ebola virus
reservoirs
Olivero, J.
Fa, J.E.
Real, R.
Farfán, M.A.
Márquez, A.L.
Vargas, J.M.
Paul Gonzales, J.
Cunningham, A.A.
Nasi, Robert
Mammalian biogeography and the Ebola virus in Africa
title Mammalian biogeography and the Ebola virus in Africa
title_full Mammalian biogeography and the Ebola virus in Africa
title_fullStr Mammalian biogeography and the Ebola virus in Africa
title_full_unstemmed Mammalian biogeography and the Ebola virus in Africa
title_short Mammalian biogeography and the Ebola virus in Africa
title_sort mammalian biogeography and the ebola virus in africa
topic distribution
modelling
mammals
ebola virus
reservoirs
url https://hdl.handle.net/10568/93935
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