Cargando…

Spatio-temporal distribution of tuberculosis and the effects of environmental factors in China

BACKGROUND: Although the World Health Organization reports that the incidence of tuberculosis in China is decreasing every year, the burden of tuberculosis in China is still very heavy. Understanding the spatial and temporal distribution pattern of tuberculosis in China and its influencing environme...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Hao, Ge, Miao, Zhang, Mingxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9215012/
https://www.ncbi.nlm.nih.gov/pubmed/35733132
http://dx.doi.org/10.1186/s12879-022-07539-4
_version_ 1784731124026572800
author Li, Hao
Ge, Miao
Zhang, Mingxin
author_facet Li, Hao
Ge, Miao
Zhang, Mingxin
author_sort Li, Hao
collection PubMed
description BACKGROUND: Although the World Health Organization reports that the incidence of tuberculosis in China is decreasing every year, the burden of tuberculosis in China is still very heavy. Understanding the spatial and temporal distribution pattern of tuberculosis in China and its influencing environmental factors will provide effective reference for the prevention and treatment of tuberculosis. METHODS: Data of TB incidence from 2010 to 2017 were collected. Time series and global spatial autocorrelation were used to analyze the temporal and spatial distribution pattern of tuberculosis incidence in China, Geodetector and Geographically Weighted Regression model were used to analyze the environmental factors affecting the TB incidence. RESULTS: In addition to 2007 and 2008, the TB incidence decreased in general. TB has a strong spatial aggregation. Cities in Northwest China have been showing a trend of high-value aggregation. In recent years, the center of gravity of high-value aggregation area in South China has moved further south. Temperature, humidity, precipitation, PM(10), PM(2.5), O(3), NO(2) and SO(2) have impacts on TB incidence, and in different regions, the environmental factors show regional differences. CONCLUSIONS: Residents should pay more attention to the risk of developing TB caused by climate change and air pollutant exposure. Increased efforts should be placed on areas with high-value clustering in future public resource configurations.
format Online
Article
Text
id pubmed-9215012
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-92150122022-06-23 Spatio-temporal distribution of tuberculosis and the effects of environmental factors in China Li, Hao Ge, Miao Zhang, Mingxin BMC Infect Dis Research Article BACKGROUND: Although the World Health Organization reports that the incidence of tuberculosis in China is decreasing every year, the burden of tuberculosis in China is still very heavy. Understanding the spatial and temporal distribution pattern of tuberculosis in China and its influencing environmental factors will provide effective reference for the prevention and treatment of tuberculosis. METHODS: Data of TB incidence from 2010 to 2017 were collected. Time series and global spatial autocorrelation were used to analyze the temporal and spatial distribution pattern of tuberculosis incidence in China, Geodetector and Geographically Weighted Regression model were used to analyze the environmental factors affecting the TB incidence. RESULTS: In addition to 2007 and 2008, the TB incidence decreased in general. TB has a strong spatial aggregation. Cities in Northwest China have been showing a trend of high-value aggregation. In recent years, the center of gravity of high-value aggregation area in South China has moved further south. Temperature, humidity, precipitation, PM(10), PM(2.5), O(3), NO(2) and SO(2) have impacts on TB incidence, and in different regions, the environmental factors show regional differences. CONCLUSIONS: Residents should pay more attention to the risk of developing TB caused by climate change and air pollutant exposure. Increased efforts should be placed on areas with high-value clustering in future public resource configurations. BioMed Central 2022-06-22 /pmc/articles/PMC9215012/ /pubmed/35733132 http://dx.doi.org/10.1186/s12879-022-07539-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Li, Hao
Ge, Miao
Zhang, Mingxin
Spatio-temporal distribution of tuberculosis and the effects of environmental factors in China
title Spatio-temporal distribution of tuberculosis and the effects of environmental factors in China
title_full Spatio-temporal distribution of tuberculosis and the effects of environmental factors in China
title_fullStr Spatio-temporal distribution of tuberculosis and the effects of environmental factors in China
title_full_unstemmed Spatio-temporal distribution of tuberculosis and the effects of environmental factors in China
title_short Spatio-temporal distribution of tuberculosis and the effects of environmental factors in China
title_sort spatio-temporal distribution of tuberculosis and the effects of environmental factors in china
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9215012/
https://www.ncbi.nlm.nih.gov/pubmed/35733132
http://dx.doi.org/10.1186/s12879-022-07539-4
work_keys_str_mv AT lihao spatiotemporaldistributionoftuberculosisandtheeffectsofenvironmentalfactorsinchina
AT gemiao spatiotemporaldistributionoftuberculosisandtheeffectsofenvironmentalfactorsinchina
AT zhangmingxin spatiotemporaldistributionoftuberculosisandtheeffectsofenvironmentalfactorsinchina