Causal association of type 2 diabetes with central retinal artery occlusion: a Mendelian randomization study

Tong Liu, Qing-li Lu, Zhongzhong Liu, Xuemei Lin, Linna Peng, Xiping Lu, Weiya Guo, Pei Liu, Na Zhang, Songdi Wu
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Abstract

Central retinal artery occlusion (CRAO) is a medical condition characterized by sudden blockage of the central retinal artery, which leads to a significant and often irreversible loss of vision. Observational studies have indicated that diabetes mellitus is a risk factor for CRAO; however, there is no research on the causal relationship between diabetes mellitus, particularly type 2 diabetes, and CRAO. This study aimed to perform Mendelian randomization (MR) analysis to clarify the causal relationship between type 2 diabetes and CRAO.Genetic variants associated with type 2 diabetes were selected from two different datasets. A recent genome-wide association study of CRAO conducted using the FinnGen database was used as the outcome data. A two-sample MR was performed to evaluate the causal relationship between type 2 diabetes and CRAO. Inverse variance weighting was the primary method, and MR-Egger, maximum likelihood, and median weighting were used as complementary methods. A multivariate MR (MVMR) analysis was performed to further evaluate the robustness of the results. Cochran’s Q test, MR-Egger intercept test, and MR-PRESSO global test were used for the sensitivity analyses.Genetically predicted type 2 diabetes was causally associated with CRAO(odds ratio [OR] =2.108, 95% confidence interval [CI]: 1.221–3.638, P=7.423×10-3), which was consistent with the results from the validation dataset (OR=1.398, 95%CI: 1.015–1.925, P=0.040). The MVMR analysis suggested that type 2 diabetes may be an independent risk factor for CRAO (adjusted OR=1.696; 95%CI=1.150–2.500; P=7.655×10-3), which was assumed by the validation dataset (adjusted OR=1.356; 95%CI=1.015–1.812; P=0.039).Our results show that genetically predicted type 2 diabetes may be causally associated with CRAO in European populations. This suggests that preventing and controlling type 2 diabetes may reduce the risk of CRAO.
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2 型糖尿病与视网膜中央动脉闭塞的因果关系:孟德尔随机研究
视网膜中央动脉闭塞症(CRAO)是一种以视网膜中央动脉突然阻塞为特征的疾病,会导致视力明显下降,而且往往是不可逆转的。观察性研究表明,糖尿病是导致 CRAO 的一个危险因素;然而,目前还没有关于糖尿病(尤其是 2 型糖尿病)与 CRAO 之间因果关系的研究。本研究旨在进行孟德尔随机化(MR)分析,以明确2型糖尿病与CRAO之间的因果关系。我们从两个不同的数据集中选取了与2型糖尿病相关的基因变异,并将最近利用FinnGen数据库开展的CRAO全基因组关联研究作为结果数据。为评估2型糖尿病与CRAO之间的因果关系,进行了双样本MR分析。反方差加权法是主要方法,MR-Egger、最大似然法和中位加权法是补充方法。为了进一步评估结果的稳健性,还进行了多变量 MR(MVMR)分析。遗传预测的 2 型糖尿病与 CRAO 存在因果关系(比值比 [OR] =2.108,95% 置信区间 [CI]:1.221-3.638,1.221-3.638):基因预测的 2 型糖尿病与 CRAO 有因果关系(比值比 [OR] =2.108,95% 置信区间 [CI]:1.221-3.638,P=7.423×10-3),这与验证数据集的结果一致(OR=1.398,95%CI:1.015-1.925,P=0.040)。MVMR分析表明,2型糖尿病可能是CRAO的一个独立风险因素(调整后OR=1.696;95%CI=1.150-2.500;P=7.655×10-3),验证数据集也假设了这一点(调整后OR=1.356;95%CI=1.015-1.812;P=0.039)。这表明,预防和控制 2 型糖尿病可降低 CRAO 风险。
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