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The influence of meteorological factors on tuberculosis incidence in Southwest China from 2006 to 2015
The influence of meteorological determinants on tuberculosis (TB) incidence remains severely under-discussed, especially through the perspective of time series analysis. In the current study, we used a distributed lag nonlinear model (DLNM) to analyze a 10-year series of consecutive surveillance dat...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030127/ https://www.ncbi.nlm.nih.gov/pubmed/29968800 http://dx.doi.org/10.1038/s41598-018-28426-6 |
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author | Xiao, Yuanyuan He, Limei Chen, Ying Wang, Qinying Meng, Qiong Chang, Wei Xiong, Lifen Yu, Zhen |
author_facet | Xiao, Yuanyuan He, Limei Chen, Ying Wang, Qinying Meng, Qiong Chang, Wei Xiong, Lifen Yu, Zhen |
author_sort | Xiao, Yuanyuan |
collection | PubMed |
description | The influence of meteorological determinants on tuberculosis (TB) incidence remains severely under-discussed, especially through the perspective of time series analysis. In the current study, we used a distributed lag nonlinear model (DLNM) to analyze a 10-year series of consecutive surveillance data. We found that, after effectively controlling for autocorrelation, the changes in meteorological factors related to temperature, humidity, wind and sunshine were significantly associated with subsequent fluctuations in TB incidence: average temperature was inversely associated with TB incidence at a lag period of 2 months; total precipitation and minimum relative humidity were also inversely associated with TB incidence at lag periods of 3 and 4 months, respectively; average wind velocity and total sunshine hours exhibited an instant rather than lagged influence on TB incidence. Our study results suggest that preceding meteorological factors may have a noticeable effect on future TB incidence; informed prevention and preparedness measures for TB can therefore be constructed on the basis of meteorological variations. |
format | Online Article Text |
id | pubmed-6030127 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-60301272018-07-11 The influence of meteorological factors on tuberculosis incidence in Southwest China from 2006 to 2015 Xiao, Yuanyuan He, Limei Chen, Ying Wang, Qinying Meng, Qiong Chang, Wei Xiong, Lifen Yu, Zhen Sci Rep Article The influence of meteorological determinants on tuberculosis (TB) incidence remains severely under-discussed, especially through the perspective of time series analysis. In the current study, we used a distributed lag nonlinear model (DLNM) to analyze a 10-year series of consecutive surveillance data. We found that, after effectively controlling for autocorrelation, the changes in meteorological factors related to temperature, humidity, wind and sunshine were significantly associated with subsequent fluctuations in TB incidence: average temperature was inversely associated with TB incidence at a lag period of 2 months; total precipitation and minimum relative humidity were also inversely associated with TB incidence at lag periods of 3 and 4 months, respectively; average wind velocity and total sunshine hours exhibited an instant rather than lagged influence on TB incidence. Our study results suggest that preceding meteorological factors may have a noticeable effect on future TB incidence; informed prevention and preparedness measures for TB can therefore be constructed on the basis of meteorological variations. Nature Publishing Group UK 2018-07-03 /pmc/articles/PMC6030127/ /pubmed/29968800 http://dx.doi.org/10.1038/s41598-018-28426-6 Text en © The Author(s) 2018 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Xiao, Yuanyuan He, Limei Chen, Ying Wang, Qinying Meng, Qiong Chang, Wei Xiong, Lifen Yu, Zhen The influence of meteorological factors on tuberculosis incidence in Southwest China from 2006 to 2015 |
title | The influence of meteorological factors on tuberculosis incidence in Southwest China from 2006 to 2015 |
title_full | The influence of meteorological factors on tuberculosis incidence in Southwest China from 2006 to 2015 |
title_fullStr | The influence of meteorological factors on tuberculosis incidence in Southwest China from 2006 to 2015 |
title_full_unstemmed | The influence of meteorological factors on tuberculosis incidence in Southwest China from 2006 to 2015 |
title_short | The influence of meteorological factors on tuberculosis incidence in Southwest China from 2006 to 2015 |
title_sort | influence of meteorological factors on tuberculosis incidence in southwest china from 2006 to 2015 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030127/ https://www.ncbi.nlm.nih.gov/pubmed/29968800 http://dx.doi.org/10.1038/s41598-018-28426-6 |
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