Ecological Studies of Climate Factors and Pulmonary Tuberculosis Cases in Padang City 2020-2023
Abstract
Introduction: Tuberculosis (TB) is actually a disease that can be prevented and cured. In 2022, TB became the second leading cause of death in the world after Coronavirus (COVID-19), and caused twice as many deaths as HIV/AIDS. Several studies have stated that climate factors such as exposure to high temperatures, dry environments and exposure to ultraviolet light can influence the growth of Mycobacterium tuberculosis.
Objective: This research aims to determine the distribution and correlation of climate factors with the number of pulmonary TB cases in Padang City in 2020-2023.
Method: This research is an ecological study with the study population of Padang City. In this study the dependent variable is pulmonary TB cases and the independent variables are temperature, precipitation, and humidity. Pearson correlation is used to determine whether or not there is a relationship, the strength of the relationship, and the direction of the relationship between two normally distributed numerical variables. This research also describes descriptively the distribution of pulmonary TB cases in Padang City based on sub-districts using spatial analysis.
Result: There is significant relationship in 2022 between temperature (p=0.010) and precipitation (p=0.019) with pulmonary TB cases in Padang City. However, there are no variables of climates related to pulmonary TB when analyzed cumulatively from 2020-2023. Based on the results of spatial analysis, it can be seen that Koto Tangah sub-district is consistently in the high category of pulmonary TB cases in 2020-2023.
Conclusion: The research results found that temperature and precipitation in 2022 were significantly related with the incidence of pulmonary TB, while the humidity variable had no significant relationship with the incidence of pulmonary TB cases in Padang City. It is recommended to make climate factors such as one of the considerations in making policies related to the prevention of pulmonary TB.
References
World Organization for Animal Health. Report 20-23. Vol. t/malaria/, January. 2023.
Wang J, Li W, Huang W, Gao Y, Liu Y, Teng QH, et al. The associations of ambient fine particles with tuberculosis incidence and the modification effects of ambient temperature: A nationwide time-series study in China. J Hazard Mater [Internet]. 2023;460:132448. Available from: https://www.sciencedirect.com/science/article/pii/S0304389423017314
Wagatsuma K. Association of ambient temperature with tuberculosis incidence in Japan: An ecological study. IJID Regions [Internet]. 2024;12:100384. Available from: https://www.sciencedirect.com/science/article/pii/S2772707624000559
Keerqinfu, Zhang Q, Yan L, He J. Time series analysis of correlativity between pulmonary tuberculosis and seasonal meteorological factors based on theory of Human-Environmental Inter Relation. Journal of Traditional Chinese Medical Sciences. 2018;5(2):119–27.
RI KK. Pedoman tata laksana Tuberkulosis. 2021.
Hamada Y, Quartagno M, Law I, Malik F, Bonsu FA, Adetifa IMO, et al. Association of diabetes, smoking, and alcohol use with subclinical-to-symptomatic spectrum of tuberculosis in 16 countries: an individual participant data meta-analysis of national tuberculosis prevalence surveys. EClinicalMedicine. 2023;63:1–13.
Huang K, Hu CY, Yang XY, Zhang Y, Wang XQ, Zhang K Di, et al. Contributions of ambient temperature and relative humidity to the risk of tuberculosis admissions: A multicity study in Central China. Science of the Total Environment. 2022;838(May).
Krishnan R, Thiruvengadam K, Jayabal L, Selvaraju S, Watson B, Malaisamy M, et al. An influence of dew point temperature on the occurrence of Mycobacterium tuberculosis disease in Chennai, India. Sci Rep [Internet]. 2022;12(1). Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85128117802&doi=10.1038%2Fs41598-022-10111-4&partnerID=40&md5=d1afb9ca75c7f522f6a58494fa6ab53c
Maharjan B, Gopali RS, Zhang Y. A scoping review on climate change and tuberculosis. Int J Biometeorol [Internet]. 2021;65(10):1579 – 1595. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102858222&doi=10.1007%2Fs00484-021-02117-w&partnerID=40&md5=5be6b4d479721efa8bf6113085183b48
Xu M, Li Y, Liu B, Chen R, Sheng L, Yan S, et al. Temperature and humidity associated with increases in tuberculosis notifications: a time-series study in Hong Kong. Epidemiol Infect. 2020 Dec 28;149:e8.
Li Z, Liu Q, Zhan M, Tao B, Wang J, Lu W. Meteorological factors contribute to the risk of pulmonary tuberculosis: A multicenter study in eastern China. Science of The Total Environment [Internet]. 2021;793:148621. Available from: https://www.sciencedirect.com/science/article/pii/S0048969721036937
Kanipe C, Palmer M V. Mycobacterium bovis and you: A comprehensive look at the bacteria, its similarities to Mycobacterium tuberculosis, and its relationship with human disease. Tuberculosis [Internet]. 2020;125(June):102006. Available from: https://doi.org/10.1016/j.tube.2020.102006
Mohidem NA, Osman M, Hashim Z, Muharam FM, Elias SM, Shaharudin R. Association of sociodemographic and environmental factors with spatial distribution of tuberculosis cases in Gombak, Selangor, Malaysia. PLoS One [Internet]. 2021;16(6 June 2021). Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85108268065&doi=10.1371%2Fjournal.pone.0252146&partnerID=40&md5=964c6cfb3da15c76029f1b2679490879
Badan Penelitian Dan Pengembangan Kesehatan Republik Indonesia. Laporan Riskesdas 2018 Nasional.pdf. Lembaga Penerbit Balitbangkes. 2018. p. hal 156.
Barat DS, Umatera. Profil Kesehatan Provinsi Sumatera Barat 2022. PusdatinKemenkesGoId [Internet]. 2022;Kementrian Kesehatan Republik Indonesia. Available from: https://www.kemkes.go.id/downloads/resources/download/pusdatin/profil-kesehatan-indonesia/Profil-Kesehatan-2021.pdf
Gollakota ARK, Gautam S, Santosh M, Sudan HA, Gandhi R, Sam Jebadurai V, et al. Bioaerosols: Characterization, pathways, sampling strategies, and challenges to geo-environment and health. Gondwana Research [Internet]. 2021;99:178–203. Available from: https://www.sciencedirect.com/science/article/pii/S1342937X21002069
Chowdhury AH, Rahman MdS. Spatio-temporal pattern and associate meteorological factors of airborne diseases in Bangladesh using geospatial mapping and spatial regression model. Health Sci Rep [Internet]. 2024;7(6). Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85196301296&doi=10.1002%2Fhsr2.2176&partnerID=40&md5=972970776e315c929d200e1556b0aa7a
Xi Y, Zhang W, Qiao RJ, Tang J. Risk factors for multidrug-resistant tuberculosis: A worldwide systematic review and meta-analysis. PLoS One. 2022;17(6):e0270003.
de Waal AM, Hiemstra PS, Ottenhoff THM, Joosten SA, van der Does AM. Lung epithelial cells interact with immune cells and bacteria to shape the microenvironment in tuberculosis. Vol. 77, Thorax. BMJ Publishing Group; 2022. p. 408–16.
Irfan M, Fakhriadi R, Fadillah NA, Lasari HHD, Rosadi D. Correlation of Air Temperature , Air Humidity and Rainfall With the Incidence of Lung Tuberculosis ( Ecology Studies in Banjarbaru City 2016-2020 ). 2020;86:26–34.
Cao K, Yang K, Wang C, Guo J, Tao L, Liu Q, et al. Spatial-temporal epidemiology of tuberculosis in mainland China: An analysis based on Bayesian theory. Int J Environ Res Public Health. 2016;13(5):4–8.
Xiao Y, He L, Chen Y, Wang Q, Meng Q, Chang W, et al. The influence of meteorological factors on tuberculosis incidence in Southwest China from 2006 to 2015. Sci Rep [Internet]. 2018;8(1):10053. Available from: https://doi.org/10.1038/s41598-018-28426-6
Gao C, Wang Y, Hu Z, Jiao H, Wang L. Study on the Associations between Meteorological Factors and the Incidence of Pulmonary Tuberculosis in Xinjiang, China. Atmosphere (Basel) [Internet]. 2022;13(4). Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85128233084&doi=10.3390%2Fatmos13040533&partnerID=40&md5=44eaa3cb944e78f55ef7fdee808d5c2c
Rao HX, Zhang X, Zhao L, Yu J, Ren W, Zhang XL, et al. Spatial transmission and meteorological determinants of tuberculosis incidence in Qinghai Province, China: a spatial clustering panel analysis. Infect Dis Poverty. 2016 Jun;5(1):45.
Tosepu R, Sani A, Effendy DS, Ahmad LOAI. The association between climate variables and tuberculosis in Kolaka District, Southeast Sulawesi Province, Indonesia, 2013–2020: a Bayesian autoregressive model. F1000Res. 2024;12:1507.
Chen D, Lu H, Zhang S, Yin J, Liu X, Zhang Y, et al. The association between extreme temperature and pulmonary tuberculosis in Shandong Province, China, 2005–2016: a mixed method evaluation. BMC Infect Dis. 2021 Dec 1;21(1).
Duffield BJ, Young DA. Survival of Mycobacterium bovis in defined environmental conditions. Vet Microbiol. 1985 Jan;10(2):193–7.
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