Recurrence and Driving Factors of Visceral Leishmaniasis in Central China
Visceral leishmaniasis (VL) is an important vector-borne zoonosis caused by <i>Leishmania</i> spp. that has been spreading in China. It has been posing a significant risk to public health in central China due to its recurrence in recent decades. Yet, the spatiotemporal patterns and the d...
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doaj-ec2a5ec6eb2b4a079318626744aa368e2021-09-26T00:18:05ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-09-01189535953510.3390/ijerph18189535Recurrence and Driving Factors of Visceral Leishmaniasis in Central ChinaYingze Zhao0Dong Jiang1Fangyu Ding2Mengmeng Hao3Qian Wang4Shuai Chen5Xiaolan Xie6Canjun Zheng7Tian Ma8National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing 102206, ChinaState Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, ChinaState Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, ChinaState Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, ChinaDepartment of Earth System Science, Tsinghua University, Beijing 100084, ChinaState Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, ChinaState Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, ChinaChinese Center for Disease Control and Prevention (China CDC), Beijing 102206, ChinaState Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, ChinaVisceral leishmaniasis (VL) is an important vector-borne zoonosis caused by <i>Leishmania</i> spp. that has been spreading in China. It has been posing a significant risk to public health in central China due to its recurrence in recent decades. Yet, the spatiotemporal patterns and the driving factors of VL in central China remain unclear at present. The purpose of this study was to analyse spatiotemporal distribution, explore driving factors, and provide novel insight into prevention and control countermeasures of the VL spreading in central China. Based on data of human VL cases from 2006 to 2019 obtained from the Chinese Centres for Disease Control and Prevention (CDC), we depicted the map showing the spatiotemporal distribution of VL in central China. We further explored the driving factors contributing to the spread of VL through the general additive model (GAM) by combining maps of environmental, meteorological, and socioeconomic correlates. Most VL cases were reported in Shaanxi and Shanxi provinces, the number of which has been increasing every year in the last 14 years, from 3 new cases in 2006 to 101 new cases in 2019. The results of GAM revealed that environmental (i.e., changes in grasslands/forests), meteorological (i.e., temperature and relative humidity), and socioeconomic (i.e., population density) factors are significantly associated with the prevalence of VL in central China. Our results provide a better understanding regarding the current situation and the driving factors of VL in central China, assisting in developing the disease prevention and control strategies implemented by public health authorities.https://www.mdpi.com/1660-4601/18/18/9535visceral leishmaniasisspatiotemporal distributionrecurrencedriving factors |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yingze Zhao Dong Jiang Fangyu Ding Mengmeng Hao Qian Wang Shuai Chen Xiaolan Xie Canjun Zheng Tian Ma |
spellingShingle |
Yingze Zhao Dong Jiang Fangyu Ding Mengmeng Hao Qian Wang Shuai Chen Xiaolan Xie Canjun Zheng Tian Ma Recurrence and Driving Factors of Visceral Leishmaniasis in Central China International Journal of Environmental Research and Public Health visceral leishmaniasis spatiotemporal distribution recurrence driving factors |
author_facet |
Yingze Zhao Dong Jiang Fangyu Ding Mengmeng Hao Qian Wang Shuai Chen Xiaolan Xie Canjun Zheng Tian Ma |
author_sort |
Yingze Zhao |
title |
Recurrence and Driving Factors of Visceral Leishmaniasis in Central China |
title_short |
Recurrence and Driving Factors of Visceral Leishmaniasis in Central China |
title_full |
Recurrence and Driving Factors of Visceral Leishmaniasis in Central China |
title_fullStr |
Recurrence and Driving Factors of Visceral Leishmaniasis in Central China |
title_full_unstemmed |
Recurrence and Driving Factors of Visceral Leishmaniasis in Central China |
title_sort |
recurrence and driving factors of visceral leishmaniasis in central china |
publisher |
MDPI AG |
series |
International Journal of Environmental Research and Public Health |
issn |
1661-7827 1660-4601 |
publishDate |
2021-09-01 |
description |
Visceral leishmaniasis (VL) is an important vector-borne zoonosis caused by <i>Leishmania</i> spp. that has been spreading in China. It has been posing a significant risk to public health in central China due to its recurrence in recent decades. Yet, the spatiotemporal patterns and the driving factors of VL in central China remain unclear at present. The purpose of this study was to analyse spatiotemporal distribution, explore driving factors, and provide novel insight into prevention and control countermeasures of the VL spreading in central China. Based on data of human VL cases from 2006 to 2019 obtained from the Chinese Centres for Disease Control and Prevention (CDC), we depicted the map showing the spatiotemporal distribution of VL in central China. We further explored the driving factors contributing to the spread of VL through the general additive model (GAM) by combining maps of environmental, meteorological, and socioeconomic correlates. Most VL cases were reported in Shaanxi and Shanxi provinces, the number of which has been increasing every year in the last 14 years, from 3 new cases in 2006 to 101 new cases in 2019. The results of GAM revealed that environmental (i.e., changes in grasslands/forests), meteorological (i.e., temperature and relative humidity), and socioeconomic (i.e., population density) factors are significantly associated with the prevalence of VL in central China. Our results provide a better understanding regarding the current situation and the driving factors of VL in central China, assisting in developing the disease prevention and control strategies implemented by public health authorities. |
topic |
visceral leishmaniasis spatiotemporal distribution recurrence driving factors |
url |
https://www.mdpi.com/1660-4601/18/18/9535 |
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