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Delay effect and burden of weather-related tuberculosis cases in Rajshahi province, Bangladesh, 2007–2012
Tuberculosis (TB) is a potentially fatal infectious disease that continues to be a public health problem in Bangladesh. Each year in Bangladesh an estimated 70,000 people die of TB and 300,000 new cases are projected. It is important to understand the association between TB incidence and weather fac...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6722246/ https://www.ncbi.nlm.nih.gov/pubmed/31481739 http://dx.doi.org/10.1038/s41598-019-49135-8 |
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author | Kuddus, Md Abdul McBryde, Emma S. Adegboye, Oyelola A. |
author_facet | Kuddus, Md Abdul McBryde, Emma S. Adegboye, Oyelola A. |
author_sort | Kuddus, Md Abdul |
collection | PubMed |
description | Tuberculosis (TB) is a potentially fatal infectious disease that continues to be a public health problem in Bangladesh. Each year in Bangladesh an estimated 70,000 people die of TB and 300,000 new cases are projected. It is important to understand the association between TB incidence and weather factors in Bangladesh in order to develop proper intervention programs. In this study, we examine the delayed effect of weather variables on TB occurrence and estimate the burden of the disease that can be attributed to weather factors. We used generalized linear Poisson regression models to investigate the association between weather factors and TB cases reported to the Bangladesh National TB control program between 2007 and 2012 in three known endemic districts of North-East Bangladesh. The associated risk of TB in the three districts increases with prolonged exposure to temperature and rainfall, and persisted at lag periods beyond 6 quarters. The association between humidity and TB is strong and immediate at low humidity, but the risk decreases with increasing lag. Using the optimum weather values corresponding to the lowest risk of infection, the risk of TB is highest at low temperature, low humidity and low rainfall. Measures of the risk attributable to weather variables revealed that weather-TB cases attributed to humidity is higher than that of temperature and rainfall in each of the three districts. Our results highlight the high linearity of temporal lagged effects and magnitudes of the burden attributable to temperature, humidity, and rainfall on TB endemics. The results can hopefully advise the Bangladesh National TB control program and act as a practical reference for the early warning of TB cases. |
format | Online Article Text |
id | pubmed-6722246 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-67222462019-09-18 Delay effect and burden of weather-related tuberculosis cases in Rajshahi province, Bangladesh, 2007–2012 Kuddus, Md Abdul McBryde, Emma S. Adegboye, Oyelola A. Sci Rep Article Tuberculosis (TB) is a potentially fatal infectious disease that continues to be a public health problem in Bangladesh. Each year in Bangladesh an estimated 70,000 people die of TB and 300,000 new cases are projected. It is important to understand the association between TB incidence and weather factors in Bangladesh in order to develop proper intervention programs. In this study, we examine the delayed effect of weather variables on TB occurrence and estimate the burden of the disease that can be attributed to weather factors. We used generalized linear Poisson regression models to investigate the association between weather factors and TB cases reported to the Bangladesh National TB control program between 2007 and 2012 in three known endemic districts of North-East Bangladesh. The associated risk of TB in the three districts increases with prolonged exposure to temperature and rainfall, and persisted at lag periods beyond 6 quarters. The association between humidity and TB is strong and immediate at low humidity, but the risk decreases with increasing lag. Using the optimum weather values corresponding to the lowest risk of infection, the risk of TB is highest at low temperature, low humidity and low rainfall. Measures of the risk attributable to weather variables revealed that weather-TB cases attributed to humidity is higher than that of temperature and rainfall in each of the three districts. Our results highlight the high linearity of temporal lagged effects and magnitudes of the burden attributable to temperature, humidity, and rainfall on TB endemics. The results can hopefully advise the Bangladesh National TB control program and act as a practical reference for the early warning of TB cases. Nature Publishing Group UK 2019-09-03 /pmc/articles/PMC6722246/ /pubmed/31481739 http://dx.doi.org/10.1038/s41598-019-49135-8 Text en © The Author(s) 2019 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 Kuddus, Md Abdul McBryde, Emma S. Adegboye, Oyelola A. Delay effect and burden of weather-related tuberculosis cases in Rajshahi province, Bangladesh, 2007–2012 |
title | Delay effect and burden of weather-related tuberculosis cases in Rajshahi province, Bangladesh, 2007–2012 |
title_full | Delay effect and burden of weather-related tuberculosis cases in Rajshahi province, Bangladesh, 2007–2012 |
title_fullStr | Delay effect and burden of weather-related tuberculosis cases in Rajshahi province, Bangladesh, 2007–2012 |
title_full_unstemmed | Delay effect and burden of weather-related tuberculosis cases in Rajshahi province, Bangladesh, 2007–2012 |
title_short | Delay effect and burden of weather-related tuberculosis cases in Rajshahi province, Bangladesh, 2007–2012 |
title_sort | delay effect and burden of weather-related tuberculosis cases in rajshahi province, bangladesh, 2007–2012 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6722246/ https://www.ncbi.nlm.nih.gov/pubmed/31481739 http://dx.doi.org/10.1038/s41598-019-49135-8 |
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