Multiple genome-wide association studies of type 2 diabetes implicate several genes are associated with diabetic retinopathy based on UK Biobank

Tengda Cai, Qi Pan, Yiwen Tao, Charvi Nangia, Aravind Lathika Rajendrakumar, Tania Dottorini, Mainul Haque, Colin Palmer, Weihua Meng
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Abstract

Purpose To identify the genetic variants associated with diabetic retinopathy in type 2 patients from the UK Biobank cohort (n = 17,015) and supporting replication cohorts GODARTS (n = 5,013), GOSHARE (n = 1,754), Caucasian Australians (n = 518), FinnGen (n = 206,664) and Chinese (n = 1,007). Methods Totally eleven genome-wide association studies were applied to search for significant genetic variants. Results We found 5 different loci associated with type 2 diabetic retinopathy in or nearest gene EYA2, MPDZ, NTNG1, CTAGE14P and MREGP1. In the primary GWAS, a significant SNP rs6066146 located in gene EYA2 showed a p value of 4.21 x 10-8 and may play a role in the development of the disease, with "spleen" reaching a significant level produced by tissue expression analysis. Corresponding heritability of DR was estimated to be 26.73% by SumHer. Among five genes, we found that genes EYA2, MPDZ, NTNG1 had genetic interactions and may affect the complex development of retinal blood vessels. Conclusion Diabetic retinopathy is a complication of diabetes that affects the eyes. It is highly likely to occur when high blood sugar damages the retinal blood vessels. There is limited awareness regarding the pathogenesis of DR. Our study identified multiple loci associated with diabetic retinopathy, which may lead to personalized treatments to reduce the burden of the disease. Keywords: Diabetic retinopathy; UK Biobank; genome-wide association study; tissue expression analysis; heritability.
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基于UK Biobank的多项2型糖尿病全基因组关联研究表明,几个基因与糖尿病视网膜病变相关
目的:从英国生物库队列(n = 17015)和支持复制队列GODARTS (n = 5013)、GOSHARE (n = 1754)、Caucasian australian (n = 518)、FinnGen (n = 206664)和Chinese (n = 1007)中确定与糖尿病视网膜病变相关的2型患者的遗传变异。方法采用11项全基因组关联研究,寻找显著的遗传变异。结果在EYA2、MPDZ、NTNG1、CTAGE14P和MREGP1基因中发现了5个与2型糖尿病视网膜病变相关的位点。在原发性GWAS中,位于EYA2基因的显著SNP rs6066146显示p值为4.21 × 10-8,可能在疾病的发展中发挥作用,组织表达分析产生的“脾”达到显著水平。SumHer估计DR的遗传率为26.73%。在5个基因中,我们发现EYA2、MPDZ、NTNG1基因存在遗传相互作用,可能影响视网膜血管的复杂发育。结论糖尿病视网膜病变是糖尿病累及眼部的并发症。当高血糖损害视网膜血管时,极有可能发生。我们的研究发现了与糖尿病视网膜病变相关的多个基因座,这可能导致个性化治疗以减轻疾病负担。关键词:糖尿病视网膜病变;英国生物库;全基因组关联研究;组织表达分析;遗传。
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