Causal Relationship Between Urban Air Pollution and Pulmonary Embolism: A Two-Sample Mendelian Randomization Study

被引:0
作者
Pei, Xiang [1 ]
Jiang, Yuhang [2 ]
Wang, Zheng [3 ]
Zhao, Xiaoyun [1 ]
机构
[1] Tianjin Univ, Chest Hosp, Dept Resp & Crit Care Med, Tianjin 300051, Peoples R China
[2] Tianjin Univ, Med Sch, Dept Clin Med, Tianjin 300072, Peoples R China
[3] Tianjin Univ, Chest Hosp, Dept Thorac Surg, Tianjin 300051, Peoples R China
关键词
air pollution; pulmonary embolism; Mendelian randomization; environment; DEEP-VEIN THROMBOSIS; INSTRUMENTS; ADMISSIONS; EXPOSURE; RISK;
D O I
10.3390/atmos16040384
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Background: As urbanization progresses, the resulting air pollution has become an increasingly severe public health issue, known to exacerbate respiratory and cardiovascular diseases. Recent studies suggest that it may also affect blood coagulation mechanisms. In this study, Mendelian randomization (MR) analysis was used to explore the causal relationship between air pollution and pulmonary embolism (PE). Methods: This study employs MR techniques, using genetic variants associated with air pollution exposure to assess their impact on VTE. Data from large-scale genomic studies, including the UK Biobank and OpenGWAS, were analyzed to explore the relationship between genetic susceptibility to air pollution and the risk of pulmonary embolism. The study also conducted multivariable MR analysis, adjusting for potential confounders such as smoking and BMI. Results: The study finds that long-term exposure to PM2.5 and PM10 significantly increases the risk of pulmonary embolism, with the association for PM2.5 being the most significant. The study also indicates that pollutants like PM2.5-10, NO2, and NOx have a smaller but still notable impact on PE risk. Multivariable MR analysis confirmed the robustness of these results, further highlighting the role of air pollution in thrombosis. Conclusions: In conclusion, this study emphasizes the significant causal relationship between air pollution and PE, providing evidence that pollutants like PM2.5, PM10, and NOx contribute to thrombotic events.
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共 35 条
  • [1] Long-term ambient air pollution and venous thromboembolism in a population-based Swedish cohort
    Azzouz, Mehjar
    Xu, Yiyi
    Barregard, Lars
    Zoller, Bengt
    Molnar, Peter
    Oudin, Anna
    Spanne, Marten
    Engstrom, Gunnar
    Stockfelt, Leo
    [J]. ENVIRONMENTAL POLLUTION, 2023, 331
  • [2] DNA Hypomethylation, Ambient Particulate Matter, and Increased Blood Pressure: Findings From Controlled Human Exposure Experiments
    Bellavia, Andrea
    Urch, Bruce
    Speck, Mary
    Brook, Robert D.
    Scott, Jeremy A.
    Albetti, Benedetta
    Behbod, Behrooz
    North, Michelle
    Valeri, Linda
    Bertazzi, Pier Alberto
    Silverman, Frances
    Gold, Diane
    Baccarelli, Andrea A.
    [J]. JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2013, 2 (03):
  • [3] Mendelian Randomization
    Birney, Ewan
    [J]. COLD SPRING HARBOR PERSPECTIVES IN MEDICINE, 2022, 12 (04):
  • [4] Meta-analysis and Mendelian randomization: A review
    Bowden, Jack
    Holmes, Michael, V
    [J]. RESEARCH SYNTHESIS METHODS, 2019, 10 (04) : 486 - 496
  • [5] Assessing the suitability of summary data for two-sample Mendelian randomization analyses using MR-Egger regression: the role of the I2 statistic
    Bowden, Jack
    Del Greco, Fabiola M.
    Minelli, Cosetta
    Smith, George Davey
    Sheehan, Nuala A.
    Thompson, John R.
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2016, 45 (06) : 1961 - 1974
  • [6] Consistent Estimation in Mendelian Randomization with Some Invalid Instruments Using a Weighted Median Estimator
    Bowden, Jack
    Smith, George Davey
    Haycock, Philip C.
    Burgess, Stephen
    [J]. GENETIC EPIDEMIOLOGY, 2016, 40 (04) : 304 - 314
  • [7] Air pollution: challenges and opportunities for cardiology
    Braunwald, Eugene
    [J]. EUROPEAN HEART JOURNAL, 2023, 44 (19) : 1679 - 1681
  • [8] Air pollution and cardiovascular disease - A statement for healthcare professionals from the expert panel on population and prevention science of the American Heart Association
    Brook, RD
    Franklin, B
    Cascio, W
    Hong, YL
    Howard, G
    Lipsett, M
    Luepker, R
    Mittleman, M
    Samet, J
    Smith, SC
    Tager, I
    [J]. CIRCULATION, 2004, 109 (21) : 2655 - 2671
  • [9] Burgess S, 2017, EUR J EPIDEMIOL, V32, P377, DOI 10.1007/s10654-017-0255-x
  • [10] Avoiding bias from weak instruments in Mendelian randomization studies
    Burgess, Stephen
    Thompson, Simon G.
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2011, 40 (03) : 755 - 764