{"title":"Allergic Diseases and T2DM:A Bidirectional Multivariable Mendelian Randomization Study and Mediation Analysis.","authors":"Shukun Zhan, Jinhua Chen, Lingxue Wei, Siyu Gan, Qi Zhang, Haiying Fu","doi":"10.1080/02770903.2024.2430368","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Clinical studies involving observation have uncovered a mutual relationship between allergic disorders and diabetes, yet the precise causal link remains undetermined.</p><p><strong>Methods: </strong>We conducted two-sample bidirectional Mendelian randomization analyses using single nucleotide polymorphisms (SNPs) associated with allergic conditions (asthma, allergic rhinitis, atopic dermatitis) from genome-wide studies and SNPs related to type 2 diabetes from FinnGen. Initially, we evaluated the causal link between allergic disorders and type 2 diabetes through a univariate Mendelian randomization study, incorporating inverse variance weighting, MR-Egger, and the weighted median estimator. To address potential confounding, we employed multivariate Mendelian randomization. Finally, we validated mediators influencing the correlation between asthma and type 2 diabetes.</p><p><strong>Results: </strong>The Inverse variance weighte method showed that asthma genetically increased the risk of type 2 diabetes (Asthma- type 2 diabetes: β(95%CI)=0.892(0.152~1.632), <i>P</i> = 0.018). Allergic rhinitis and type 2 diabetes exhibit a mutual protective effect: β(95% CI)=-1.333(-2.617 to -0.049), <i>P</i> = 0.042;type 2 diabetes - Allergic rhinitis: β(95%CI)=-0.002(-0.004 to -0.000), <i>P</i> = 0.018). The Multivariable Mendelian randomization study results showed that after after excluding confounding factors, asthma still demonstrates statistical significance in relation to type 2 diabetes. Through mediation analysis, it was discovered that lung function and the percentage of monocytes in leukocytes exert an inhibitory effect on the mediation between asthma and type 2 diabetes.</p><p><strong>Conclusion: </strong>The Multivariable Mendelian randomization study indicates asthma as a risk factor for type 2 diabetes.Lung function, and the percentage of monocytes in leukocytes, play an inhibitory role in asthma and type 2 diabetes mediating effects.</p>","PeriodicalId":15076,"journal":{"name":"Journal of Asthma","volume":null,"pages":null},"PeriodicalIF":1.7000,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Asthma","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/02770903.2024.2430368","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ALLERGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Clinical studies involving observation have uncovered a mutual relationship between allergic disorders and diabetes, yet the precise causal link remains undetermined.
Methods: We conducted two-sample bidirectional Mendelian randomization analyses using single nucleotide polymorphisms (SNPs) associated with allergic conditions (asthma, allergic rhinitis, atopic dermatitis) from genome-wide studies and SNPs related to type 2 diabetes from FinnGen. Initially, we evaluated the causal link between allergic disorders and type 2 diabetes through a univariate Mendelian randomization study, incorporating inverse variance weighting, MR-Egger, and the weighted median estimator. To address potential confounding, we employed multivariate Mendelian randomization. Finally, we validated mediators influencing the correlation between asthma and type 2 diabetes.
Results: The Inverse variance weighte method showed that asthma genetically increased the risk of type 2 diabetes (Asthma- type 2 diabetes: β(95%CI)=0.892(0.152~1.632), P = 0.018). Allergic rhinitis and type 2 diabetes exhibit a mutual protective effect: β(95% CI)=-1.333(-2.617 to -0.049), P = 0.042;type 2 diabetes - Allergic rhinitis: β(95%CI)=-0.002(-0.004 to -0.000), P = 0.018). The Multivariable Mendelian randomization study results showed that after after excluding confounding factors, asthma still demonstrates statistical significance in relation to type 2 diabetes. Through mediation analysis, it was discovered that lung function and the percentage of monocytes in leukocytes exert an inhibitory effect on the mediation between asthma and type 2 diabetes.
Conclusion: The Multivariable Mendelian randomization study indicates asthma as a risk factor for type 2 diabetes.Lung function, and the percentage of monocytes in leukocytes, play an inhibitory role in asthma and type 2 diabetes mediating effects.
期刊介绍:
Providing an authoritative open forum on asthma and related conditions, Journal of Asthma publishes clinical research around such topics as asthma management, critical and long-term care, preventative measures, environmental counselling, and patient education.