Allergic diseases and T2DM: a bidirectional multivariable Mendelian randomization study and mediation analysis

被引:0
|
作者
Zhan, Shukun [1 ]
Chen, Jinhua [2 ]
Wei, Lingxue [1 ]
Gan, Siyu [1 ]
Zhang, Qi [1 ]
Fu, Haiying [3 ]
机构
[1] Fujian Univ Tradit Chinese Med, Affiliated Peoples Hosp 3, Peoples Hosp Fujian Prov 3, Dept Pediat, Fuzhou, Peoples R China
[2] Fujian Med Univ, Union Hosp, Follow Up Ctr, Fuzhou, Peoples R China
[3] Fujian Univ Tradit Chinese Med, Affiliated Peoples Hosp 3, Peoples Hosp Fujian Prov 3, Dept Hematol, Fuzhou, Peoples R China
关键词
Asthma; type; 2; diabetes; multivariable Mendelian randomization study; mediation analysis; IMMUNE CELLS; CAUSAL RELATIONSHIP; IGA NEPHROPATHY; ASTHMA; MICROBIOTA; TRAITS; IMPACT; RISK;
D O I
10.1080/02770903.2024.2430368
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
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 weighted method showed that asthma genetically increased the risk of type 2 diabetes [Asthma-type 2 diabetes: beta(95%CI)=0.892 (0.152-1.632), p = 0.018]. Allergic rhinitis and type 2 diabetes exhibit a mutual protective effect: beta(95% CI)=-1.333 (-2.617 to -0.049), p = 0.042; type 2 diabetes-Allergic rhinitis: beta(95%CI)= -0.002 (-0.004 to -0.000), p = 0.018. The Multivariable Mendelian randomization study results showed that 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.
引用
收藏
页码:655 / 673
页数:19
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