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过敏性疾病与2型糖尿病:一项双向多变量孟德尔随机化研究及中介分析

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

作者信息

Zhan Shukun, Chen Jinhua, Wei Lingxue, Gan Siyu, Zhang Qi, Fu Haiying

机构信息

Department of Pediatrics, The Third Affiliated People's Hospital of Fujian University of Traditional Chinese Medicine, The Third People's Hospital of Fujian Province, Fuzhou, China.

Follow-Up Center, Fujian Medical University Union Hospital, Fuzhou, China.

出版信息

J Asthma. 2025 Apr;62(4):655-673. doi: 10.1080/02770903.2024.2430368. Epub 2024 Nov 26.

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 weighted method showed that asthma genetically increased the risk of type 2 diabetes [Asthma-type 2 diabetes: (95%CI)=0.892 (0.152-1.632),  = 0.018]. Allergic rhinitis and type 2 diabetes exhibit a mutual protective effect: (95% CI)=-1.333 (-2.617 to -0.049),  = 0.042; type 2 diabetes-Allergic rhinitis: (95%CI)=-0.002 (-0.004 to -0.000),  = 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.

摘要

背景

涉及观察的临床研究揭示了过敏性疾病与糖尿病之间的相互关系,但确切的因果联系仍未确定。

方法

我们使用全基因组研究中与过敏性疾病(哮喘、过敏性鼻炎、特应性皮炎)相关的单核苷酸多态性(SNP)以及来自芬兰基因库(FinnGen)的与2型糖尿病相关的SNP进行了两样本双向孟德尔随机化分析。最初,我们通过单变量孟德尔随机化研究评估过敏性疾病与2型糖尿病之间的因果联系,采用逆方差加权、MR-Egger和加权中位数估计器。为解决潜在的混杂因素,我们采用了多变量孟德尔随机化。最后,我们验证了影响哮喘与2型糖尿病之间相关性的中介因素。

结果

逆方差加权法显示哮喘在遗传上增加了2型糖尿病的风险[哮喘-2型糖尿病:(95%置信区间)=0.892(0.152 - 1.632),P = 0.018]。过敏性鼻炎与2型糖尿病呈现相互保护作用:(95%置信区间)= - 1.333( - 2.617至 - 0.049),P = 0.042;2型糖尿病-过敏性鼻炎:(95%置信区间)= - 0.002( - 0.004至 - 0.000),P = 0.018。多变量孟德尔随机化研究结果表明,排除混杂因素后,哮喘与2型糖尿病仍具有统计学意义。通过中介分析发现,肺功能和白细胞中单核细胞的百分比对哮喘与2型糖尿病之间的中介作用具有抑制作用。

结论

多变量孟德尔随机化研究表明哮喘是2型糖尿病的一个风险因素。肺功能以及白细胞中单核细胞的百分比在哮喘与2型糖尿病的中介作用中发挥抑制作用。

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