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Estimating the geographic distribution of human Tanapox and potential reservoirs using ecological niche modeling

BACKGROUND: Tanapox virus is a zoonotic infection that causes mild febrile illness and one to several nodular skin lesions. The disease is endemic in parts of Africa. The principal reservoir for the virus that causes Tanapox is unknown, but has been hypothesized to be a non-human primate. This study...

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Autores principales: Monroe, Benjamin P, Nakazawa, Yoshinori J, Reynolds, Mary G, Carroll, Darin S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4189193/
https://www.ncbi.nlm.nih.gov/pubmed/25255815
http://dx.doi.org/10.1186/1476-072X-13-34
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author Monroe, Benjamin P
Nakazawa, Yoshinori J
Reynolds, Mary G
Carroll, Darin S
author_facet Monroe, Benjamin P
Nakazawa, Yoshinori J
Reynolds, Mary G
Carroll, Darin S
author_sort Monroe, Benjamin P
collection PubMed
description BACKGROUND: Tanapox virus is a zoonotic infection that causes mild febrile illness and one to several nodular skin lesions. The disease is endemic in parts of Africa. The principal reservoir for the virus that causes Tanapox is unknown, but has been hypothesized to be a non-human primate. This study employs ecological niche modeling (ENM) to determine areas of tropical Africa suitable for the occurrence of human Tanapox and a list of hypothetical reservoirs. The resultant niche model will be a useful tool to guide medical surveillance activities in the region. METHODS: This study uses the Desktop GARP software to predict regions where human Tanapox might be expected to occur based on historical human case locations and environmental data. Additional modeling of primate species, using occurrence data from museum records was performed to determine suitable disease reservoirs. RESULTS: The final ENM predicts a potential distribution of Tanapox over much of equatorial Africa, exceeding the borders of Kenya and Democratic Republic of Congo (DRC) where it has been historically reported. Five genera of non-human primates were found to be potential reservoir taxa. CONCLUSIONS: Validity testing suggests the model created here is robust (p < 0.04). Several genera of primates were identified as having ENMs overlapping with that of Tanapox and are suggested as potential reservoirs, mainly members of the Genus Cercopithecus. The ENM modeling technique has several limitations and results should be interpreted with caution. This study may increase knowledge and engage further research in this neglected disease. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1476-072X-13-34) contains supplementary material, which is available to authorized users.
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spelling pubmed-41891932014-10-09 Estimating the geographic distribution of human Tanapox and potential reservoirs using ecological niche modeling Monroe, Benjamin P Nakazawa, Yoshinori J Reynolds, Mary G Carroll, Darin S Int J Health Geogr Research BACKGROUND: Tanapox virus is a zoonotic infection that causes mild febrile illness and one to several nodular skin lesions. The disease is endemic in parts of Africa. The principal reservoir for the virus that causes Tanapox is unknown, but has been hypothesized to be a non-human primate. This study employs ecological niche modeling (ENM) to determine areas of tropical Africa suitable for the occurrence of human Tanapox and a list of hypothetical reservoirs. The resultant niche model will be a useful tool to guide medical surveillance activities in the region. METHODS: This study uses the Desktop GARP software to predict regions where human Tanapox might be expected to occur based on historical human case locations and environmental data. Additional modeling of primate species, using occurrence data from museum records was performed to determine suitable disease reservoirs. RESULTS: The final ENM predicts a potential distribution of Tanapox over much of equatorial Africa, exceeding the borders of Kenya and Democratic Republic of Congo (DRC) where it has been historically reported. Five genera of non-human primates were found to be potential reservoir taxa. CONCLUSIONS: Validity testing suggests the model created here is robust (p < 0.04). Several genera of primates were identified as having ENMs overlapping with that of Tanapox and are suggested as potential reservoirs, mainly members of the Genus Cercopithecus. The ENM modeling technique has several limitations and results should be interpreted with caution. This study may increase knowledge and engage further research in this neglected disease. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1476-072X-13-34) contains supplementary material, which is available to authorized users. BioMed Central 2014-09-25 /pmc/articles/PMC4189193/ /pubmed/25255815 http://dx.doi.org/10.1186/1476-072X-13-34 Text en © Monroe et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Monroe, Benjamin P
Nakazawa, Yoshinori J
Reynolds, Mary G
Carroll, Darin S
Estimating the geographic distribution of human Tanapox and potential reservoirs using ecological niche modeling
title Estimating the geographic distribution of human Tanapox and potential reservoirs using ecological niche modeling
title_full Estimating the geographic distribution of human Tanapox and potential reservoirs using ecological niche modeling
title_fullStr Estimating the geographic distribution of human Tanapox and potential reservoirs using ecological niche modeling
title_full_unstemmed Estimating the geographic distribution of human Tanapox and potential reservoirs using ecological niche modeling
title_short Estimating the geographic distribution of human Tanapox and potential reservoirs using ecological niche modeling
title_sort estimating the geographic distribution of human tanapox and potential reservoirs using ecological niche modeling
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4189193/
https://www.ncbi.nlm.nih.gov/pubmed/25255815
http://dx.doi.org/10.1186/1476-072X-13-34
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