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孟德尔随机化表明 2 型糖尿病对视网膜静脉阻塞有因果贡献。

Mendelian randomization indicates a causal contribution of type 2 diabetes to retinal vein occlusion.

机构信息

Clinical Laboratory Center, The First Affiliated Hospital of Guangxi Medical University, Nanning, China.

出版信息

Front Endocrinol (Lausanne). 2023 May 8;14:1146185. doi: 10.3389/fendo.2023.1146185. eCollection 2023.

Abstract

BACKGROUND

Retinal vein occlusion (RVO) is a common retinal vascular disease that can cause severe visual impairment. Many observational studies have shown that type 2 diabetes (T2DM) is associated with RVO, but it remains unknown if the association is causal. The present study aimed to perform Mendelian randomization (MR) analyses to evaluate the causal contribution of genetically predicted T2DM to RVO.

METHODS

We obtained summary-level data from a genome-wide association study meta-analysis including 48,286 cases and 250,671 controls for T2DM and from a genome wide association study of 372 cases and 182,573 controls in the FinnGen project for RVO. To verify the robustness of the results, an independent validation dataset for T2DM (12,931 cases and 57,196 controls) was used. In addition to the main MR analysis using the inverse variance weighted (fixed effect) approach, sensitivity analyses and multivariable MR adjusting for common risk factors of RVO were conducted.

RESULTS

Genetically predicted T2DM was found to be causally associated with RVO risk (odds ratio (OR)=2.823, 95% confidence interval (CI): 2.072-3.847, =4.868×10). This association was supported by sensitivity analyses using the weighted median (OR=2.415, 95% CI: 1.411-4.132, =1.294×10), weighted mode (OR=2.370, 95% CI: 1.321-4.252, =5.159×10), maximum likelihood (OR=2.871, 95% CI: 2.100-3.924, =3.719×10), MR-PRESSO (OR=2.823, 95% CI: 2.135-3.733, =5.150×10), and MR-Egger (OR=2.441, 95% CI: 1.149-5.184, =2.335×10) methods. In addition, this association persisted in multivariable MR after accounting for common RVO risk factors (OR=1.748, 95% CI: 1.238-2.467, P=1.490×10). The MR analyses using the validation dataset obtained consistent results.

CONCLUSION

This study indicates that genetically predicted T2DM may have a causal contribution to RVO. Future studies are required to elucidate the underlying mechanisms.

摘要

背景

视网膜静脉阻塞(RVO)是一种常见的视网膜血管疾病,可导致严重的视力损害。许多观察性研究表明,2 型糖尿病(T2DM)与 RVO 相关,但两者之间是否存在因果关系尚不清楚。本研究旨在通过孟德尔随机化(MR)分析来评估遗传预测的 T2DM 与 RVO 之间的因果关系。

方法

我们从包括 48286 例病例和 250671 例对照的 T2DM 全基因组关联研究荟萃分析和 FinnGen 项目中 372 例病例和 182573 例对照的 RVO 全基因组关联研究中获得汇总水平数据。为了验证结果的稳健性,我们还使用了一个独立的 T2DM 验证数据集(12931 例病例和 57196 例对照)。除了使用逆方差加权(固定效应)方法进行主要的 MR 分析外,我们还进行了敏感性分析和多变量 MR 分析,以调整 RVO 的常见风险因素。

结果

遗传预测的 T2DM 与 RVO 风险呈因果关系(比值比(OR)=2.823,95%置信区间(CI):2.072-3.847,=4.868×10)。这一关联得到了使用加权中位数(OR=2.415,95%CI:1.411-4.132,=1.294×10)、加权模式(OR=2.370,95%CI:1.321-4.252,=5.159×10)、最大似然法(OR=2.871,95%CI:2.100-3.924,=3.719×10)、MR-PRESSO(OR=2.823,95%CI:2.135-3.733,=5.150×10)和 MR-Egger(OR=2.441,95%CI:1.149-5.184,=2.335×10)方法的敏感性分析的支持。此外,在考虑了常见的 RVO 风险因素后,多变量 MR 分析仍然表明这种关联(OR=1.748,95%CI:1.238-2.467,P=1.490×10)。使用验证数据集的 MR 分析得到了一致的结果。

结论

本研究表明,遗传预测的 T2DM 可能与 RVO 存在因果关系。需要进一步的研究来阐明潜在的机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/98a8/10200935/eb4822e5c5e9/fendo-14-1146185-g001.jpg

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