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Tuberculosis case notifications in Malawi have strong seasonal and weather-related trends
Seasonal trends in tuberculosis (TB) notifications have been observed in several countries but are poorly understood. Explanatory factors may include weather, indoor crowding, seasonal respiratory infections and migration. Using enhanced citywide TB surveillance data collected over nine years in Bla...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7907065/ https://www.ncbi.nlm.nih.gov/pubmed/33633272 http://dx.doi.org/10.1038/s41598-021-84124-w |
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author | Kirolos, Amir Thindwa, Deus Khundi, McEwen Burke, Rachael M. Henrion, Marc Y. R. Nakamura, Itaru Divala, Titus H. Nliwasa, Marriott Corbett, Elizabeth L. MacPherson, Peter |
author_facet | Kirolos, Amir Thindwa, Deus Khundi, McEwen Burke, Rachael M. Henrion, Marc Y. R. Nakamura, Itaru Divala, Titus H. Nliwasa, Marriott Corbett, Elizabeth L. MacPherson, Peter |
author_sort | Kirolos, Amir |
collection | PubMed |
description | Seasonal trends in tuberculosis (TB) notifications have been observed in several countries but are poorly understood. Explanatory factors may include weather, indoor crowding, seasonal respiratory infections and migration. Using enhanced citywide TB surveillance data collected over nine years in Blantyre, Malawi, we set out to investigate how weather and seasonality affect temporal trends in TB case notification rates (CNRs) across different demographic groups. We used data from prospective enhanced surveillance between April 2011 and December 2018, which systematically collected age, HIV status, sex and case notification dates for all registering TB cases in Blantyre. We retrieved temperature and rainfall data from the Global Surface Summary of the Day weather station database. We calculated weekly trends in TB CNRs, rainfall and temperature, and calculated 10-week moving averages. To investigate the associations between rainfall, temperature and TB CNRs, we fitted generalized linear models using a distributed lag nonlinear framework. The estimated Blantyre population increased from 1,068,151 in April 2011 to 1,264,304 in December 2018, with 15,908 TB cases recorded. Overall annual TB CNRs declined from 222 to 145 per 100,000 between 2012 and 2018, with the largest declines seen in HIV-positive people and adults aged over 20 years old. TB CNRs peaks occurred with increasing temperature in September and October before the onset of increased rainfall, and later in the rainy season during January-March, after sustained rainfall. When lag between a change in weather and TB case notifications was accounted for, higher average rainfall was associated with an equivalent six weeks of relatively lower TB notification rates, whereas there were no changes in TB CNR associated with change in average temperatures. TB CNRs in Blantyre have a seasonal pattern of two cyclical peaks per year, coinciding with the start and end of the rainy season. These trends may be explained by increased transmission at certain times of the year, by limited healthcare access, by patterns of seasonal respiratory infections precipitating cough and care-seeking, or by migratory patterns related to planting and harvesting during the rainy season. |
format | Online Article Text |
id | pubmed-7907065 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79070652021-02-26 Tuberculosis case notifications in Malawi have strong seasonal and weather-related trends Kirolos, Amir Thindwa, Deus Khundi, McEwen Burke, Rachael M. Henrion, Marc Y. R. Nakamura, Itaru Divala, Titus H. Nliwasa, Marriott Corbett, Elizabeth L. MacPherson, Peter Sci Rep Article Seasonal trends in tuberculosis (TB) notifications have been observed in several countries but are poorly understood. Explanatory factors may include weather, indoor crowding, seasonal respiratory infections and migration. Using enhanced citywide TB surveillance data collected over nine years in Blantyre, Malawi, we set out to investigate how weather and seasonality affect temporal trends in TB case notification rates (CNRs) across different demographic groups. We used data from prospective enhanced surveillance between April 2011 and December 2018, which systematically collected age, HIV status, sex and case notification dates for all registering TB cases in Blantyre. We retrieved temperature and rainfall data from the Global Surface Summary of the Day weather station database. We calculated weekly trends in TB CNRs, rainfall and temperature, and calculated 10-week moving averages. To investigate the associations between rainfall, temperature and TB CNRs, we fitted generalized linear models using a distributed lag nonlinear framework. The estimated Blantyre population increased from 1,068,151 in April 2011 to 1,264,304 in December 2018, with 15,908 TB cases recorded. Overall annual TB CNRs declined from 222 to 145 per 100,000 between 2012 and 2018, with the largest declines seen in HIV-positive people and adults aged over 20 years old. TB CNRs peaks occurred with increasing temperature in September and October before the onset of increased rainfall, and later in the rainy season during January-March, after sustained rainfall. When lag between a change in weather and TB case notifications was accounted for, higher average rainfall was associated with an equivalent six weeks of relatively lower TB notification rates, whereas there were no changes in TB CNR associated with change in average temperatures. TB CNRs in Blantyre have a seasonal pattern of two cyclical peaks per year, coinciding with the start and end of the rainy season. These trends may be explained by increased transmission at certain times of the year, by limited healthcare access, by patterns of seasonal respiratory infections precipitating cough and care-seeking, or by migratory patterns related to planting and harvesting during the rainy season. Nature Publishing Group UK 2021-02-25 /pmc/articles/PMC7907065/ /pubmed/33633272 http://dx.doi.org/10.1038/s41598-021-84124-w Text en © The Author(s) 2021 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 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/. |
spellingShingle | Article Kirolos, Amir Thindwa, Deus Khundi, McEwen Burke, Rachael M. Henrion, Marc Y. R. Nakamura, Itaru Divala, Titus H. Nliwasa, Marriott Corbett, Elizabeth L. MacPherson, Peter Tuberculosis case notifications in Malawi have strong seasonal and weather-related trends |
title | Tuberculosis case notifications in Malawi have strong seasonal and weather-related trends |
title_full | Tuberculosis case notifications in Malawi have strong seasonal and weather-related trends |
title_fullStr | Tuberculosis case notifications in Malawi have strong seasonal and weather-related trends |
title_full_unstemmed | Tuberculosis case notifications in Malawi have strong seasonal and weather-related trends |
title_short | Tuberculosis case notifications in Malawi have strong seasonal and weather-related trends |
title_sort | tuberculosis case notifications in malawi have strong seasonal and weather-related trends |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7907065/ https://www.ncbi.nlm.nih.gov/pubmed/33633272 http://dx.doi.org/10.1038/s41598-021-84124-w |
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