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Mapping the Distribution of Anthrax in Mainland China, 2005–2013

BACKGROUND: Anthrax, a global re-emerging zoonotic disease in recent years is enzootic in mainland China. Despite its significance to the public health, spatiotemporal distributions of the disease in human and livestock and its potential driving factors remain poorly understood. METHODOLOGY/PRINCIPA...

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Detalles Bibliográficos
Autores principales: Chen, Wan-Jun, Lai, Sheng-Jie, Yang, Yang, Liu, Kun, Li, Xin-Lou, Yao, Hong-Wu, Li, Yu, Zhou, Hang, Wang, Li-Ping, Mu, Di, Yin, Wen-Wu, Fang, Li-Qun, Yu, Hong-Jie, Cao, Wu-Chun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4838246/
https://www.ncbi.nlm.nih.gov/pubmed/27097318
http://dx.doi.org/10.1371/journal.pntd.0004637
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author Chen, Wan-Jun
Lai, Sheng-Jie
Yang, Yang
Liu, Kun
Li, Xin-Lou
Yao, Hong-Wu
Li, Yu
Zhou, Hang
Wang, Li-Ping
Mu, Di
Yin, Wen-Wu
Fang, Li-Qun
Yu, Hong-Jie
Cao, Wu-Chun
author_facet Chen, Wan-Jun
Lai, Sheng-Jie
Yang, Yang
Liu, Kun
Li, Xin-Lou
Yao, Hong-Wu
Li, Yu
Zhou, Hang
Wang, Li-Ping
Mu, Di
Yin, Wen-Wu
Fang, Li-Qun
Yu, Hong-Jie
Cao, Wu-Chun
author_sort Chen, Wan-Jun
collection PubMed
description BACKGROUND: Anthrax, a global re-emerging zoonotic disease in recent years is enzootic in mainland China. Despite its significance to the public health, spatiotemporal distributions of the disease in human and livestock and its potential driving factors remain poorly understood. METHODOLOGY/PRINCIPAL FINDINGS: Using the national surveillance data of human and livestock anthrax from 2005 to 2013, we conducted a retrospective epidemiological study and risk assessment of anthrax in mainland China. The potential determinants for the temporal and spatial distributions of human anthrax were also explored. We found that the majority of human anthrax cases were located in six provinces in western and northeastern China, and five clustering areas with higher incidences were identified. The disease mostly peaked in July or August, and males aged 30–49 years had higher incidence than other subgroups. Monthly incidence of human anthrax was positively correlated with monthly average temperature, relative humidity and monthly accumulative rainfall with lags of 0–2 months. A boosted regression trees (BRT) model at the county level reveals that densities of cattle, sheep and human, coverage of meadow, coverage of typical grassland, elevation, coverage of topsoil with pH > 6.1, concentration of organic carbon in topsoil, and the meteorological factors have contributed substantially to the spatial distribution of the disease. The model-predicted probability of occurrence of human cases in mainland China was mapped at the county level. CONCLUSIONS/SIGNIFICANCE: Anthrax in China was characterized by significant seasonality and spatial clustering. The spatial distribution of human anthrax was largely driven by livestock husbandry, human density, land cover, elevation, topsoil features and climate. Enhanced surveillance and intervention for livestock and human anthrax in the high-risk regions, particularly on the Qinghai-Tibetan Plateau, is the key to the prevention of human infections.
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spelling pubmed-48382462016-04-29 Mapping the Distribution of Anthrax in Mainland China, 2005–2013 Chen, Wan-Jun Lai, Sheng-Jie Yang, Yang Liu, Kun Li, Xin-Lou Yao, Hong-Wu Li, Yu Zhou, Hang Wang, Li-Ping Mu, Di Yin, Wen-Wu Fang, Li-Qun Yu, Hong-Jie Cao, Wu-Chun PLoS Negl Trop Dis Research Article BACKGROUND: Anthrax, a global re-emerging zoonotic disease in recent years is enzootic in mainland China. Despite its significance to the public health, spatiotemporal distributions of the disease in human and livestock and its potential driving factors remain poorly understood. METHODOLOGY/PRINCIPAL FINDINGS: Using the national surveillance data of human and livestock anthrax from 2005 to 2013, we conducted a retrospective epidemiological study and risk assessment of anthrax in mainland China. The potential determinants for the temporal and spatial distributions of human anthrax were also explored. We found that the majority of human anthrax cases were located in six provinces in western and northeastern China, and five clustering areas with higher incidences were identified. The disease mostly peaked in July or August, and males aged 30–49 years had higher incidence than other subgroups. Monthly incidence of human anthrax was positively correlated with monthly average temperature, relative humidity and monthly accumulative rainfall with lags of 0–2 months. A boosted regression trees (BRT) model at the county level reveals that densities of cattle, sheep and human, coverage of meadow, coverage of typical grassland, elevation, coverage of topsoil with pH > 6.1, concentration of organic carbon in topsoil, and the meteorological factors have contributed substantially to the spatial distribution of the disease. The model-predicted probability of occurrence of human cases in mainland China was mapped at the county level. CONCLUSIONS/SIGNIFICANCE: Anthrax in China was characterized by significant seasonality and spatial clustering. The spatial distribution of human anthrax was largely driven by livestock husbandry, human density, land cover, elevation, topsoil features and climate. Enhanced surveillance and intervention for livestock and human anthrax in the high-risk regions, particularly on the Qinghai-Tibetan Plateau, is the key to the prevention of human infections. Public Library of Science 2016-04-20 /pmc/articles/PMC4838246/ /pubmed/27097318 http://dx.doi.org/10.1371/journal.pntd.0004637 Text en © 2016 Chen et al http://creativecommons.org/licenses/by/4.0/ 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 author and source are credited.
spellingShingle Research Article
Chen, Wan-Jun
Lai, Sheng-Jie
Yang, Yang
Liu, Kun
Li, Xin-Lou
Yao, Hong-Wu
Li, Yu
Zhou, Hang
Wang, Li-Ping
Mu, Di
Yin, Wen-Wu
Fang, Li-Qun
Yu, Hong-Jie
Cao, Wu-Chun
Mapping the Distribution of Anthrax in Mainland China, 2005–2013
title Mapping the Distribution of Anthrax in Mainland China, 2005–2013
title_full Mapping the Distribution of Anthrax in Mainland China, 2005–2013
title_fullStr Mapping the Distribution of Anthrax in Mainland China, 2005–2013
title_full_unstemmed Mapping the Distribution of Anthrax in Mainland China, 2005–2013
title_short Mapping the Distribution of Anthrax in Mainland China, 2005–2013
title_sort mapping the distribution of anthrax in mainland china, 2005–2013
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4838246/
https://www.ncbi.nlm.nih.gov/pubmed/27097318
http://dx.doi.org/10.1371/journal.pntd.0004637
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