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三种年龄相关性眼部疾病的遗传多效性和因果基因的全基因组分析。

Genome-wide analysis of genetic pleiotropy and causal genes across three age-related ocular disorders.

作者信息

Yao Xueming, Yang Hongxi, Han Han, Kou Xuejing, Jiang Yuhan, Luo Menghan, Zhou Yao, Wang Jianhua, Fan Xutong, Wang Xiaohong, Li Mulin Jun, Yan Hua

机构信息

Department of Ophthalmology, Tianjin Medical University General Hospital, Tianjin, 300052, China.

Department of Pharmacology, Tianjin Key Laboratory of Inflammation Biology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China.

出版信息

Hum Genet. 2023 Apr;142(4):507-522. doi: 10.1007/s00439-023-02542-4. Epub 2023 Mar 14.

Abstract

Age-related macular degeneration (AMD), cataract, and glaucoma are leading causes of blindness worldwide. Previous genome-wide association studies (GWASs) have revealed a variety of susceptible loci associated with age-related ocular disorders, yet the genetic pleiotropy and causal genes across these diseases remain poorly understood. By leveraging large-scale genetic and observational data from ocular disease GWASs and UK Biobank (UKBB), we found significant pairwise genetic correlations and consistent epidemiological associations among these ocular disorders. Cross-disease meta-analysis uncovered seven pleiotropic loci, three of which were replicated in an additional cohort. Integration of variants in pleiotropic loci and multiple single-cell omics data identified that Müller cells and astrocytes were likely trait-related cell types underlying ocular comorbidity. In addition, we comprehensively integrated eye-specific gene expression quantitative loci (eQTLs), epigenomic profiling, and 3D genome data to prioritize causal pleiotropic genes. We found that pleiotropic genes were essential in nerve development and eye pigmentation, and targetable by aflibercept and pilocarpine for the treatment of AMD and glaucoma. These findings will not only facilitate the mechanistic research of ocular comorbidities but also benefit the therapeutic optimization of age-related ocular diseases.

摘要

年龄相关性黄斑变性(AMD)、白内障和青光眼是全球失明的主要原因。先前的全基因组关联研究(GWAS)已经揭示了与年龄相关性眼部疾病相关的多种易感基因座,然而这些疾病之间的遗传多效性和因果基因仍知之甚少。通过利用来自眼部疾病GWAS和英国生物银行(UKBB)的大规模遗传和观察数据,我们发现这些眼部疾病之间存在显著的成对遗传相关性和一致的流行病学关联。跨疾病荟萃分析发现了七个多效性基因座,其中三个在另一个队列中得到了重复验证。对多效性基因座中的变异和多个单细胞组学数据进行整合后发现,穆勒细胞和星形胶质细胞可能是眼部共病潜在的与性状相关的细胞类型。此外,我们全面整合了眼部特异性基因表达数量性状基因座(eQTL)、表观基因组图谱和三维基因组数据,以确定因果多效性基因的优先级。我们发现,多效性基因在神经发育和眼睛色素沉着中至关重要,并且可被阿柏西普和毛果芸香碱靶向用于治疗AMD和青光眼。这些发现不仅将促进眼部共病的机制研究,还将有益于年龄相关性眼部疾病的治疗优化。

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