Phenome- and genome-wide analyses of retinal optical coherence tomography images identify links between ocular and systemic health

视网膜 全基因组关联研究 视网膜 神经纤维层 眼科 青光眼 医学 生物 遗传学 神经科学 基因型 单核苷酸多态性 基因
作者
Seyedeh M. Zekavat,Saman Doroodgar Jorshery,Franziska G. Rauscher,Katrin Horn,Sayuri Sekimitsu,Satoshi Koyama,Trang Thi Huyen Nguyen,Maria C. Costanzo,Dongkeun Jang,Noël P. Burtt,Andreas Kühnapfel,Yusrah Shweikh,Yixuan Ye,Vineet K. Raghu,Hongyu Zhao,Marzyeh Ghassemi,Tobias Elze,Ayellet V. Segrè,Janey L. Wiggs,Lucian Del Priore
出处
期刊:Science Translational Medicine [American Association for the Advancement of Science]
卷期号:16 (731) 被引量:15
标识
DOI:10.1126/scitranslmed.adg4517
摘要

The human retina is a multilayered tissue that offers a unique window into systemic health. Optical coherence tomography (OCT) is widely used in eye care and allows the noninvasive, rapid capture of retinal anatomy in exquisite detail. We conducted genotypic and phenotypic analyses of retinal layer thicknesses using macular OCT images from 44,823 UK Biobank participants. We performed OCT layer cross-phenotype association analyses (OCT-XWAS), associating retinal thicknesses with 1866 incident conditions (median 10-year follow-up) and 88 quantitative traits and blood biomarkers. We performed genome-wide association studies (GWASs), identifying inherited genetic markers that influence retinal layer thicknesses and replicated our associations among the LIFE-Adult Study ( N = 6313). Last, we performed a comparative analysis of phenome- and genome-wide associations to identify putative causal links between retinal layer thicknesses and both ocular and systemic conditions. Independent associations with incident mortality were detected for thinner photoreceptor segments (PSs) and, separately, ganglion cell complex layers. Phenotypic associations were detected between thinner retinal layers and ocular, neuropsychiatric, cardiometabolic, and pulmonary conditions. A GWAS of retinal layer thicknesses yielded 259 unique loci. Consistency between epidemiologic and genetic associations suggested links between a thinner retinal nerve fiber layer with glaucoma, thinner PS with age-related macular degeneration, and poor cardiometabolic and pulmonary function with a thinner PS. In conclusion, we identified multiple inherited genetic loci and acquired systemic cardio-metabolic-pulmonary conditions associated with thinner retinal layers and identify retinal layers wherein thinning is predictive of future ocular and systemic conditions.
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