Polygenic Risk Scores and Genetically Complex Eye Disease

被引:2
作者
Le, Ngoc-Quynh [1 ]
He, Weixiong [1 ]
MacGregor, Stuart [1 ]
机构
[1] QIMR Berghofer Med Res Inst, Stat Genet Lab, Herston, Qld, Australia
基金
英国医学研究理事会;
关键词
polygenic scores; genetic risk scores; genome-wide association study; risk prediction; glaucoma; age-related macular degeneration; GENOME-WIDE ASSOCIATION; OPEN-ANGLE GLAUCOMA; FACTOR-H POLYMORPHISM; TO-DISC RATIO; SUSCEPTIBILITY LOCI; INTRAOCULAR-PRESSURE; MACULAR DEGENERATION; DIABETIC-RETINOPATHY; REFRACTIVE ERROR; FAMILIAL AGGREGATION;
D O I
10.1146/annurev-vision-102122-103958
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The success of genome-wide association studies (GWASs) in uncovering genetic variants associated with complex eye diseases has paved the way for the development of risk prediction approaches based on disease genetics. Derived from GWAS data, polygenic risk scores (PRSs) have been emerging as a promising indicator of an individual's genetic liability to disease. In this review, we recap the current progress of PRS development and utility across a range of common eye diseases. While illustrating the prediction accuracy of PRSs and their valuable role in risk stratification for certain eye diseases, we also address PRSs' uncertain implementation in clinical settings at this stage, particularly in circumstances where limited treatment options are available. Finally, we discuss obstacles in translating PRSs into practice, including barriers to clinical impact, issues when working with different ancestry groups, and communicating risk scores, as well as projections for future improvements.
引用
收藏
页码:403 / 423
页数:21
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