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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...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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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. |
format | Online Article Text |
id | pubmed-4838246 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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