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2型糖尿病与孤立性快速眼动睡眠行为障碍之间的因果关系:多变量和网络孟德尔随机化分析结果

The causal relationship between type 2 diabetes mellitus and isolated REM sleep behavior disorder: results from multivariable and network Mendelian randomization analysis.

作者信息

Zhang Ru-Yu, Li Jin-Yu, Liu Yu-Ning, Zhang Zi-Xuan, Zhao Jie, Li Fu-Jia

机构信息

Department of Pulmonary and Critical Care Medicine, First People's Hospital of Zigong, Zigong, Sichuan, China.

Department of Respiratory and Critical Care Medicine, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.

出版信息

Front Endocrinol (Lausanne). 2024 Nov 25;15:1408053. doi: 10.3389/fendo.2024.1408053. eCollection 2024.

Abstract

OBJECTIVES

To investigate the causal relationship between type 2 diabetes mellitus (T2DM, exposure) and isolated REM sleep behavior disorder (iRBD, outcome).

METHODS

Genome-wide association study (GWAS) data for iRBD comprised 9,447 samples, including 1,061 iRBD cases from the International RBD Study Group. Initially, we performed linkage disequilibrium score regression (LDSC) to explore the genetic correlation between T2DM and iRBD. Then the two-sample univariate MR (UVMR) analysis was conducted to examine the effects of T2DM and blood sugar metabolism-related factors on iRBD. Subsequently, we applied multivariable MR (MVMR) methods to further adjust for confounders. Lastly, we executed a network MR analysis, with cytokines and immune cell characteristics as potential mediators, aiming to investigate indirect effect of T2DM on iRBD.

RESULTS

Results from LDSC suggest a genetic correlation between T2DM and iRBD (rg=0.306, P=0.029). UVMR analysis indicates that both T2DM (Odds Ratio [95% Confidence Interval] = 1.19 [1.03, 1.37], P = 0.017) and high blood glucose levels (1.55 [1.04, 2.30], P = 0.032) are risk factors for iRBD. Even after adjusting for confounders in MVMR, the association between T2DM and iRBD remains robust. Finally, results from network MR analysis suggest that T2DM may indirectly promote the development of iRBD by reducing levels of Stromal Cell-Derived Factor 2 in circulation and by increasing BAFF-receptor expression in IgD- CD38- B cells.

CONCLUSIONS

T2DM may promote the onset of iRBD by influencing immune-inflammatory responses. Our findings provide valuable insights and directions for understanding the pathogenesis of iRBD, identifying high-risk groups, and discovering new therapeutic targets.

摘要

目的

探讨2型糖尿病(T2DM,暴露因素)与孤立性快速眼动睡眠行为障碍(iRBD,结局)之间的因果关系。

方法

iRBD的全基因组关联研究(GWAS)数据包含9447个样本,其中包括来自国际RBD研究组的1061例iRBD病例。首先,我们进行连锁不平衡评分回归(LDSC)以探索T2DM与iRBD之间的遗传相关性。然后进行双样本单变量孟德尔随机化(UVMR)分析,以检验T2DM和血糖代谢相关因素对iRBD的影响。随后,我们应用多变量孟德尔随机化(MVMR)方法进一步校正混杂因素。最后,我们进行了网络孟德尔随机化分析,以细胞因子和免疫细胞特征作为潜在中介因素,旨在研究T2DM对iRBD的间接影响。

结果

LDSC结果提示T2DM与iRBD之间存在遗传相关性(rg = 0.306,P = 0.029)。UVMR分析表明,T2DM(优势比[95%置信区间]= 1.19 [1.03, 1.37],P = 0.017)和高血糖水平(1.55 [1.04, 2.30],P = 0.032)均为iRBD的危险因素。即使在MVMR中校正混杂因素后,T2DM与iRBD之间的关联仍然很强。最后,网络孟德尔随机化分析结果提示,T2DM可能通过降低循环中基质细胞衍生因子2的水平以及增加IgD-CD38-B细胞中BAFF受体的表达,间接促进iRBD的发展。

结论

T2DM可能通过影响免疫炎症反应促进iRBD的发病。我们的研究结果为理解iRBD的发病机制、识别高危人群以及发现新的治疗靶点提供了有价值的见解和方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9e4e/11625559/f5d0ff3b7095/fendo-15-1408053-g001.jpg

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