학술논문
Integration of eQTL and a Single-Cell Atlas in the Human Eye Identifies Causal Genes for Age-Related Macular Degeneration
Document Type
article
Author
Luz D. Orozco; Hsu-Hsin Chen; Christian Cox; Kenneth J. Katschke, Jr.; Rommel Arceo; Carmina Espiritu; Patrick Caplazi; Sarajane Saturnio Nghiem; Ying-Jiun Chen; Zora Modrusan; Amy Dressen; Leonard D. Goldstein; Christine Clarke; Tushar Bhangale; Brian Yaspan; Marion Jeanne; Michael J. Townsend; Menno van Lookeren Campagne; Jason A. Hackney
Source
Cell Reports, Vol 30, Iss 4, Pp 1246-1259.e6 (2020)
Subject
Language
English
ISSN
2211-1247
Abstract
Summary: Age-related macular degeneration (AMD) is a leading cause of vision loss. To better understand disease pathogenesis and identify causal genes in GWAS loci for AMD risk, we present a comprehensive database of human retina and retinal pigment epithelium (RPE). Our database comprises macular and non-macular RNA sequencing (RNA-seq) profiles from 129 donors, a genome-wide expression quantitative trait loci (eQTL) dataset that includes macula-specific retina and RPE/choroid, and single-nucleus RNA-seq (NucSeq) from human retina and RPE with subtype resolution from more than 100,000 cells. Using NucSeq, we find enriched expression of AMD candidate genes in RPE cells. We identify 15 putative causal genes for AMD on the basis of co-localization of genetic association signals for AMD risk and eye eQTL, including the genes TSPAN10 and TRPM1. These results demonstrate the value of our human eye database for elucidating genetic pathways and potential therapeutic targets for ocular diseases. : To find genes underlying risk for age-related macular degeneration, Orozco et al. analyze human ocular transcriptomes in conjunction with genotypes and build a single-nucleus atlas. They identify 15 putative causal genes, of which TSPAN10 and TRPM1 were enriched in retinal pigment epithelium, the site of early disease pathology. Keywords: eQTL, NucSeq, single cell, RNA-seq, age-related macular degeneration, AMD, retinal pigment epithelium, retina, GWAS