T. Cai, Q. Pan, Y. Tao, L. Yang, C. Nangia, A. Rajendrakumar, Y. Huang, Y. Shao, Y. Ye, T. Dottorini, M. Haque, C. N. Palmer, W. Meng
{"title":"Genome-wide association studies found CCDC7 and ITGB1 associated with diabetic retinopathy","authors":"T. Cai, Q. Pan, Y. Tao, L. Yang, C. Nangia, A. Rajendrakumar, Y. Huang, Y. Shao, Y. Ye, T. Dottorini, M. Haque, C. N. Palmer, W. Meng","doi":"10.1101/2024.08.10.24311791","DOIUrl":null,"url":null,"abstract":"Purpose: Diabetic retinopathy (DR), a complication affecting the eyes, is associated with diabetes. This study aims to identify genetic variants associated with DR in patients with type 1 diabetes in the UK Biobank cohort (n = 1,004). Methods: A genome-wide association study (GWAS) was conducted to identify significant genetic variants of DR in type 1 diabetes. The findings are set to undergo validation during the replication and meta-analysis stages by using six cohorts: African American, European, FinnGen, GoSHARE, GoDARTS and Caucasian Australians. Results: In a locus, top single nucleotide polymorphism (SNP) rs184619214 in CCDC7 reached a GWAS significance level (p = 6.38 x 10-9) and rs79853754 in ITGB1 (p = 3.24 x 10-8), with both genes being adjacent to each other. The SNP-based heritability was estimated to be 31.09%. Rs184619214 was replicated and reached statistical significance (p < 5.0 x 10-8) in the meta-analysis stage. Pathway analysis revealed that ITGB1 is involved in the generation of biomolecules that impact the progression of DR. PheWAS analysis revealed that osteoarthritis (OA) of the hip was significantly associated with most of the SNPs of the locus. Mendelian Randomization further confirmed an association between OA and DR. Conclusions: Our study has identified a novel genomic risk locus associated with DR in type 1 diabetes, located in the intergenic region between the CCDC7 and ITGB1 genes, providing insights for DR researchers. Keywords: Diabetic retinopathy; genome-wide association study; meta-analysis; Phenome-Wide Association Study; type 1 diabetes","PeriodicalId":18505,"journal":{"name":"medRxiv","volume":"14 7","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.08.10.24311791","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose: Diabetic retinopathy (DR), a complication affecting the eyes, is associated with diabetes. This study aims to identify genetic variants associated with DR in patients with type 1 diabetes in the UK Biobank cohort (n = 1,004). Methods: A genome-wide association study (GWAS) was conducted to identify significant genetic variants of DR in type 1 diabetes. The findings are set to undergo validation during the replication and meta-analysis stages by using six cohorts: African American, European, FinnGen, GoSHARE, GoDARTS and Caucasian Australians. Results: In a locus, top single nucleotide polymorphism (SNP) rs184619214 in CCDC7 reached a GWAS significance level (p = 6.38 x 10-9) and rs79853754 in ITGB1 (p = 3.24 x 10-8), with both genes being adjacent to each other. The SNP-based heritability was estimated to be 31.09%. Rs184619214 was replicated and reached statistical significance (p < 5.0 x 10-8) in the meta-analysis stage. Pathway analysis revealed that ITGB1 is involved in the generation of biomolecules that impact the progression of DR. PheWAS analysis revealed that osteoarthritis (OA) of the hip was significantly associated with most of the SNPs of the locus. Mendelian Randomization further confirmed an association between OA and DR. Conclusions: Our study has identified a novel genomic risk locus associated with DR in type 1 diabetes, located in the intergenic region between the CCDC7 and ITGB1 genes, providing insights for DR researchers. Keywords: Diabetic retinopathy; genome-wide association study; meta-analysis; Phenome-Wide Association Study; type 1 diabetes
目的:糖尿病视网膜病变(DR)是一种影响眼睛的并发症,与糖尿病有关。本研究旨在确定英国生物库队列中 1 型糖尿病患者(n = 1,004 人)中与 DR 相关的基因变异。研究方法进行了一项全基因组关联研究(GWAS),以确定 1 型糖尿病患者中与 DR 有关的重要遗传变异。研究结果将在复制和荟萃分析阶段通过六个队列进行验证:非裔美国人、欧洲人、FinnGen、GoSHARE、GoDARTS 和澳大利亚高加索人。结果在一个位点上,CCDC7的顶级单核苷酸多态性(SNP)rs184619214达到了GWAS显著性水平(p = 6.38 x 10-9),ITGB1的顶级单核苷酸多态性(SNP)rs79853754达到了GWAS显著性水平(p = 3.24 x 10-8),这两个基因彼此相邻。基于 SNP 的遗传率估计为 31.09%。在荟萃分析阶段,Rs184619214得到了复制,并达到了统计学显著性(p < 5.0 x 10-8)。通路分析表明,ITGB1 参与了影响 DR 进展的生物分子的生成。PheWAS分析表明,髋关节骨性关节炎(OA)与该基因座的大多数SNP显著相关。孟德尔随机化进一步证实了 OA 与 DR 之间的关联。结论:我们的研究发现了一个与1型糖尿病DR相关的新基因组风险位点,该位点位于CCDC7和ITGB1基因之间的基因间区,为DR研究人员提供了新的见解。关键词:糖尿病视网膜病变糖尿病视网膜病变;全基因组关联研究;荟萃分析;表型全关联研究;1 型糖尿病