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...
Autores principales: | , , |
---|---|
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 |