Risk factors and spatio-temporal patterns of livestock anthrax in Khuvsgul Province, Mongolia.

Anthrax is a worldwide zoonotic disease. Anthrax has long been a public health and socio-economic issue in Mongolia. Presently, there is no spatial information on carcass burial sites as a potential hazard of future anthrax outbreaks and possible risk factors associated with anthrax occurrences in M...

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Published in:PLOS ONE
Main Authors: Tuvshinzaya Zorigt, Satoshi Ito, Norikazu Isoda, Yoshikazu Furuta, Misheck Shawa, Natsagdorj Norov, Baasansuren Lkham, Jargalsaikhan Enkhtuya, Hideaki Higashi
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2021
Subjects:
R
Q
Online Access:https://doi.org/10.1371/journal.pone.0260299
https://doaj.org/article/4e4c8a7520bd4be1af7e8790db61afef
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spelling ftdoajarticles:oai:doaj.org/article:4e4c8a7520bd4be1af7e8790db61afef 2023-05-15T17:57:58+02:00 Risk factors and spatio-temporal patterns of livestock anthrax in Khuvsgul Province, Mongolia. Tuvshinzaya Zorigt Satoshi Ito Norikazu Isoda Yoshikazu Furuta Misheck Shawa Natsagdorj Norov Baasansuren Lkham Jargalsaikhan Enkhtuya Hideaki Higashi 2021-01-01T00:00:00Z https://doi.org/10.1371/journal.pone.0260299 https://doaj.org/article/4e4c8a7520bd4be1af7e8790db61afef EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pone.0260299 https://doaj.org/toc/1932-6203 1932-6203 doi:10.1371/journal.pone.0260299 https://doaj.org/article/4e4c8a7520bd4be1af7e8790db61afef PLoS ONE, Vol 16, Iss 11, p e0260299 (2021) Medicine R Science Q article 2021 ftdoajarticles https://doi.org/10.1371/journal.pone.0260299 2022-12-30T20:37:35Z Anthrax is a worldwide zoonotic disease. Anthrax has long been a public health and socio-economic issue in Mongolia. Presently, there is no spatial information on carcass burial sites as a potential hazard of future anthrax outbreaks and possible risk factors associated with anthrax occurrences in Mongolia. Here, we analyze retrospective data (1986-2015) on the disposal sites of livestock carcasses to describe historical spatio-temporal patterns of livestock anthrax in Khuvsgul Province, which showed the highest anthrax incidence rate in Mongolia. From the results of spatial mean and standard deviational ellipse analyses, we found that the anthrax spatial distribution in livestock did not change over the study period, indicating a localized source of exposure. The multi-distance spatial cluster analysis showed that carcass sites distributed in the study area are clustered. Using kernel density estimation analysis on carcass sites, we identified two anthrax hotspots in low-lying areas around the south and north regions. Notably, this study disclosed a new hotspot in the northern part that emerged in the last decade of the 30-year study period. The highest proportion of cases was recorded in cattle, whose prevalence per area was highest in six districts (i.e., Murun, Chandmani-Undur, Khatgal, Ikh-Uul, Tosontsengel, and Tsagaan-Uul), suggesting that vaccination should prioritize cattle in these districts. Furthermore, size of outbreaks was influenced by the annual summer mean air temperature of Khuvsgul Province, probably by affecting the permafrost freeze-thawing activity. Article in Journal/Newspaper permafrost Directory of Open Access Journals: DOAJ Articles PLOS ONE 16 11 e0260299
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Medicine
R
Science
Q
spellingShingle Medicine
R
Science
Q
Tuvshinzaya Zorigt
Satoshi Ito
Norikazu Isoda
Yoshikazu Furuta
Misheck Shawa
Natsagdorj Norov
Baasansuren Lkham
Jargalsaikhan Enkhtuya
Hideaki Higashi
Risk factors and spatio-temporal patterns of livestock anthrax in Khuvsgul Province, Mongolia.
topic_facet Medicine
R
Science
Q
description Anthrax is a worldwide zoonotic disease. Anthrax has long been a public health and socio-economic issue in Mongolia. Presently, there is no spatial information on carcass burial sites as a potential hazard of future anthrax outbreaks and possible risk factors associated with anthrax occurrences in Mongolia. Here, we analyze retrospective data (1986-2015) on the disposal sites of livestock carcasses to describe historical spatio-temporal patterns of livestock anthrax in Khuvsgul Province, which showed the highest anthrax incidence rate in Mongolia. From the results of spatial mean and standard deviational ellipse analyses, we found that the anthrax spatial distribution in livestock did not change over the study period, indicating a localized source of exposure. The multi-distance spatial cluster analysis showed that carcass sites distributed in the study area are clustered. Using kernel density estimation analysis on carcass sites, we identified two anthrax hotspots in low-lying areas around the south and north regions. Notably, this study disclosed a new hotspot in the northern part that emerged in the last decade of the 30-year study period. The highest proportion of cases was recorded in cattle, whose prevalence per area was highest in six districts (i.e., Murun, Chandmani-Undur, Khatgal, Ikh-Uul, Tosontsengel, and Tsagaan-Uul), suggesting that vaccination should prioritize cattle in these districts. Furthermore, size of outbreaks was influenced by the annual summer mean air temperature of Khuvsgul Province, probably by affecting the permafrost freeze-thawing activity.
format Article in Journal/Newspaper
author Tuvshinzaya Zorigt
Satoshi Ito
Norikazu Isoda
Yoshikazu Furuta
Misheck Shawa
Natsagdorj Norov
Baasansuren Lkham
Jargalsaikhan Enkhtuya
Hideaki Higashi
author_facet Tuvshinzaya Zorigt
Satoshi Ito
Norikazu Isoda
Yoshikazu Furuta
Misheck Shawa
Natsagdorj Norov
Baasansuren Lkham
Jargalsaikhan Enkhtuya
Hideaki Higashi
author_sort Tuvshinzaya Zorigt
title Risk factors and spatio-temporal patterns of livestock anthrax in Khuvsgul Province, Mongolia.
title_short Risk factors and spatio-temporal patterns of livestock anthrax in Khuvsgul Province, Mongolia.
title_full Risk factors and spatio-temporal patterns of livestock anthrax in Khuvsgul Province, Mongolia.
title_fullStr Risk factors and spatio-temporal patterns of livestock anthrax in Khuvsgul Province, Mongolia.
title_full_unstemmed Risk factors and spatio-temporal patterns of livestock anthrax in Khuvsgul Province, Mongolia.
title_sort risk factors and spatio-temporal patterns of livestock anthrax in khuvsgul province, mongolia.
publisher Public Library of Science (PLoS)
publishDate 2021
url https://doi.org/10.1371/journal.pone.0260299
https://doaj.org/article/4e4c8a7520bd4be1af7e8790db61afef
genre permafrost
genre_facet permafrost
op_source PLoS ONE, Vol 16, Iss 11, p e0260299 (2021)
op_relation https://doi.org/10.1371/journal.pone.0260299
https://doaj.org/toc/1932-6203
1932-6203
doi:10.1371/journal.pone.0260299
https://doaj.org/article/4e4c8a7520bd4be1af7e8790db61afef
op_doi https://doi.org/10.1371/journal.pone.0260299
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