Causal relationship between particulate matter 2.5 and infectious diseases: A two-sample Mendelian randomization study

被引:3
|
作者
Zeng, Youjie [1 ]
Pang, Ke [1 ]
Cao, Si [1 ]
Lin, Guoxin [1 ]
Tang, Juan [2 ,3 ]
机构
[1] Cent South Univ, Xiangya Hosp 3, Dept Anesthesiol, Changsha 410013, Hunan, Peoples R China
[2] Cent South Univ, Xiangya Hosp 3, Crit Kidney Dis Res Ctr, Dept Nephrol, Changsha 410013, Peoples R China
[3] 138 Tongzipo Rd, Changsha 410013, Peoples R China
关键词
PM2.5; Severe acute respiratory syndrome coronavirus; Mendelian randomization; Causal relationship; Risk factors; COVID-19;
D O I
10.1016/j.heliyon.2023.e23412
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Previous observational studies suggested a correlation between particulate matter 2.5 (PM2.5) and infectious diseases, but causality remained uncertain. This study utilized Mendelian randomization (MR) analysis to investigate causal relationships between PM2.5 concentrations and various infectious diseases (COVID-19 infection, hospitalized COVID-19, very severe COVID-19, urinary tract infection, bacterial pneumonia, and intestinal infection).Methods: Inverse variance weighted (IVW) was the primary method for evaluating causal associations. For significant causal estimates, multiple sensitivity tests were further performed: (i) three additional MR methods (MR-Egger, weighted median, and maximum likelihood method) for supplementing IVW; (ii) Cochrane's Q test for assessing heterogeneity; (iii) MR-Egger intercept test and MR-PRESSO global test for evaluating horizontal pleiotropy; (iv) leave-one-out sensitivity test for determining the stability.Results: PM2.5 concentration significantly increased the risk of hospitalized COVID-19 (OR = 1.91, 95 % CI: 1.06-3.45, P = 0.032) and very severe COVID-19 (OR = 3.29, 95 % CI: 1.48-7.35, P = 3.62E-03). However, no causal effect was identified for PM2.5 concentration on other infectious diseases (P > 0.05). Furthermore, various sensitivity tests demonstrated the reliability of significant causal relationships. Conclusions: Overall, lifetime elevated PM2.5 concentration increases the risk of hospitalized COVID-19 and very severe COVID-19. Therefore, controlling air pollution may help mitigate COVID-19 progression.
引用
收藏
页数:8
相关论文
共 50 条
  • [41] The causal relationship between hypothyroidism and frozen shoulder: A two-sample Mendelian randomization
    Deng, Guanghua
    Wei, Yongkang
    MEDICINE, 2023, 102 (43) : E35650
  • [42] The causal relationship between depression and frozen shoulder: A two-sample Mendelian randomization
    Deng, Guang-hua
    Wei, Yong-kang
    MEDICINE, 2023, 102 (44) : E35556
  • [43] Causal relationship between type 1 diabetes mellitus and six high-frequency infectious diseases: A two-sample mendelian randomization study
    Chen, Xiao-Hong
    Liu, Hong-Qiong
    Nie, Qiong
    Wang, Han
    Xiang, Tao
    FRONTIERS IN ENDOCRINOLOGY, 2023, 14
  • [44] The causal relationship between psoriasis and cancers: a two-sample Mendelian randomization analysis
    Long, Jiaye
    Yang, Miyang
    Pang, Yingrong
    Kang, Hongyan
    Liang, Shuai
    Wang, Du
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [45] Causal relationship between smoking and spinal stenosis: Two-sample Mendelian randomization
    Deng, Guang-Hua
    MEDICINE, 2024, 103 (38)
  • [46] The causal relationship between triglycerides and myocardial infarction: A two-sample Mendelian randomization
    Kong, Lu
    Yang, Zhong-Bin
    Chen, Xie-Hui
    Quan, Xiao-Qing
    Liu, Hong-Tao
    Qiu, Ai-Ping
    MEDICINE, 2024, 103 (37)
  • [47] Causal association between air pollution and autoimmune diseases: a two-sample Mendelian randomization study
    Hu, Haiping
    Yang, Xinxin
    Chen, Qingquan
    Huang, Xinfeng
    Cao, Xiangyu
    Zhang, Xiaoyang
    Xu, Youqiong
    FRONTIERS IN PUBLIC HEALTH, 2024, 12
  • [48] Investigating the causal relationship between thyroid dysfunction diseases and osteoporosis: a two-sample Mendelian randomization analysis
    Qi, Weihui
    Wang, Dong
    Hong, Yihu
    Yao, Jun
    Wang, Huang
    Zhu, Li
    Pan, Hao
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [49] The causal relationship between vitiligo and autoimmune thyroid diseases: A bidirectional two-sample Mendelian randomization analysis
    Chen, Yuhao
    Zhang, Yunxuan
    Liu, Wanshu
    Huang, Xuhao
    Luo, Xiaoyan
    Wang, Hua
    SKIN RESEARCH AND TECHNOLOGY, 2024, 30 (06)
  • [50] Causal Association Between Sepsis and Neurodegenerative Diseases: A Bidirectional Two-Sample Mendelian Randomization Study
    Zeng, Youjie
    Cao, Si
    Pang, Ke
    Tang, Juan
    Lin, Guoxin
    JOURNAL OF ALZHEIMERS DISEASE, 2024, 97 (01) : 229 - 237