LSTM Home > LSTM Research > LSTM Online Archive

Tuberculosis case notifications in Malawi have strong seasonal and weather-related trends

Kirolos, Amir, Thindwa, Deus, Khundi, McEwen, Burke, Rachael M., Henrion, Marc, Nakamura, Itaru, Divala, Titus H., Nliwasa, Marriott, Corbett, Elizabeth L. and MacPherson, Peter ORCID: https://orcid.org/0000-0002-0329-9613 (2021) 'Tuberculosis case notifications in Malawi have strong seasonal and weather-related trends'. Scientific Reports, Vol 11, Issue 1, p. 4621.

[img]
Preview
Text
41598_2021_Article_84124.pdf - Published Version
Available under License Creative Commons Attribution.

Download (2MB) | Preview

Abstract

Abstract: 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.

Item Type: Article
Subjects: WA Public Health > Health Problems of Special Population Groups > WA 395 Health in developing countries
WB Practice of Medicine > Medical Climatology > WB 700 Medical climatology. Geography of disease
WC Communicable Diseases > WC 20 Research (General)
WF Respiratory System > WF 100 General works
WF Respiratory System > Tuberculosis > WF 200 Tuberculosis (General)
WF Respiratory System > Tuberculosis > WF 205.1 General coverage
Faculty: Department: Clinical Sciences & International Health > Clinical Sciences Department
Clinical Sciences & International Health > Malawi-Liverpool-Wellcome Programme (MLW)
Digital Object Identifer (DOI): https://doi.org/10.1038/s41598-021-84124-w
SWORD Depositor: JISC Pubrouter
Depositing User: JISC Pubrouter
Date Deposited: 26 Feb 2021 12:27
Last Modified: 26 Feb 2021 12:27
URI: https://archive.lstmed.ac.uk/id/eprint/17070

Statistics

View details

Actions (login required)

Edit Item Edit Item