Suppr超能文献

基于 GWAS 的原发性开角型青光眼候选基因的生物信息学优先级排序和功能注释。

Bioinformatic Prioritization and Functional Annotation of GWAS-Based Candidate Genes for Primary Open-Angle Glaucoma.

机构信息

Department of Epidemiology, Unit of Genetic Epidemiology and Bioinformatics, University of Groningen, UMCG, Hanzeplein 1, 9713 GZ Groningen, The Netherlands.

Department of Bioinformatics, Isfahan University of Medical Sciences, Isfahan P.O. Box 81746-7346, Iran.

出版信息

Genes (Basel). 2022 Jun 13;13(6):1055. doi: 10.3390/genes13061055.

Abstract

Background: Primary open-angle glaucoma (POAG) is the most prevalent glaucoma subtype, but its exact etiology is still unknown. In this study, we aimed to prioritize the most likely ‘causal’ genes and identify functional characteristics and underlying biological pathways of POAG candidate genes. Methods: We used the results of a large POAG genome-wide association analysis study from GERA and UK Biobank cohorts. First, we performed systematic gene-prioritization analyses based on: (i) nearest genes; (ii) nonsynonymous single-nucleotide polymorphisms; (iii) co-regulation analysis; (iv) transcriptome-wide association studies; and (v) epigenomic data. Next, we performed functional enrichment analyses to find overrepresented functional pathways and tissues. Results: We identified 142 prioritized genes, of which 64 were novel for POAG. BICC1, AFAP1, and ABCA1 were the most highly prioritized genes based on four or more lines of evidence. The most significant pathways were related to extracellular matrix turnover, transforming growth factor-β, blood vessel development, and retinoic acid receptor signaling. Ocular tissues such as sclera and trabecular meshwork showed enrichment in prioritized gene expression (>1.5 fold). We found pleiotropy of POAG with intraocular pressure and optic-disc parameters, as well as genetic correlation with hypertension and diabetes-related eye disease. Conclusions: Our findings contribute to a better understanding of the molecular mechanisms underlying glaucoma pathogenesis and have prioritized many novel candidate genes for functional follow-up studies.

摘要

背景

原发性开角型青光眼(POAG)是最常见的青光眼亚型,但确切病因仍不清楚。本研究旨在确定最有可能的“致病”基因,并鉴定 POAG 候选基因的功能特征和潜在生物学途径。

方法

我们使用了来自 GERA 和 UK Biobank 队列的大规模 POAG 全基因组关联分析研究的结果。首先,我们基于以下方法进行系统的基因优先级分析:(i)最近的基因;(ii)非同义单核苷酸多态性;(iii)共调控分析;(iv)转录组全基因组关联研究;和(v)表观基因组数据。接下来,我们进行了功能富集分析,以发现功能途径和组织的过度表达。

结果

我们确定了 142 个优先级基因,其中 64 个是 POAG 的新基因。BICC1、AFAP1 和 ABCA1 是基于四条或更多证据线的最优先级基因。最显著的途径与细胞外基质周转、转化生长因子-β、血管发育和视黄酸受体信号有关。眼组织,如巩膜和小梁网,在优先基因表达中显示出富集(>1.5 倍)。我们发现 POAG 与眼压和视盘参数存在多效性,以及与高血压和糖尿病相关眼病的遗传相关性。

结论

我们的研究结果有助于更好地理解青光眼发病机制的分子机制,并为功能后续研究确定了许多新的候选基因。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b6b4/9222386/c0d1dd6649f6/genes-13-01055-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验