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

IF 1.3 4区 医学 Q3 ALLERGY Journal of Asthma Pub Date : 2025-04-01 Epub Date: 2024-11-26 DOI:10.1080/02770903.2024.2430368
Shukun Zhan, Jinhua Chen, Lingxue Wei, Siyu Gan, Qi Zhang, Haiying Fu
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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: 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 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.

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过敏性疾病与 T2DM:一项双向多变量孟德尔随机化研究和中介分析。
背景:临床观察研究发现,过敏性疾病与糖尿病之间存在相互关系,但两者之间的确切因果关系仍未确定: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(SNPs)和FinnGen中与2型糖尿病相关的SNPs进行了双向样本孟德尔随机分析。 最初,我们通过单变量孟德尔随机研究,结合反方差加权、MR-Egger和加权中位数估计器,评估了过敏性疾病与2型糖尿病之间的因果关系。为了解决潜在的混杂因素,我们采用了多变量孟德尔随机法。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,哮喘遗传增加了罹患 2 型糖尿病的风险(哮喘-2 型糖尿病:β(95%CI)=0.892(0.152~1.632),P=0.018)。过敏性鼻炎与 2 型糖尿病具有相互保护作用:β(95%CI)=-1.333(-2.617~-0.049),P=0.042;2 型糖尿病-过敏性鼻炎:β(95%CI)=-0.002(-0.004~-0.000),P=0.018)。多变量孟德尔随机研究结果显示,在排除混杂因素后,哮喘与 2 型糖尿病的关系仍具有统计学意义。通过中介分析发现,肺功能和单核细胞在白细胞中所占百分比对哮喘与 2 型糖尿病之间的中介作用有抑制作用:多变量孟德尔随机研究表明,哮喘是 2 型糖尿病的一个危险因素,而肺功能和白细胞中单核细胞的百分比在哮喘和 2 型糖尿病的中介效应中起着抑制作用。
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来源期刊
Journal of Asthma
Journal of Asthma 医学-过敏
CiteScore
4.00
自引率
5.30%
发文量
158
审稿时长
3-8 weeks
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.
期刊最新文献
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