Retinal transcriptome and eQTL analyses identify genes associated with age-related macular degeneration

表达数量性状基因座 全基因组关联研究 生物 数量性状位点 转录组 遗传学 单核苷酸多态性 遗传关联 黄斑变性 基因 基因型 基因表达 医学 眼科
作者
Rinki Ratnapriya,Olukayode Sosina,Margaret R. Starostik,Madeline Kwicklis,Rebecca J. Kapphahn,Lars G. Fritsche,Ashley Walton,Marios Arvanitis,Linn Gieser,Alexandra Pietraszkiewicz,Sandra R. Montezuma,Emily Y. Chew,Alexis Battle,Gonçalo R. Abecasis,Deborah A. Ferrington,Nilanjan Chatterjee,Anand Swaroop
出处
期刊:Nature Genetics [Nature Portfolio]
卷期号:51 (4): 606-610 被引量:330
标识
DOI:10.1038/s41588-019-0351-9
摘要

Genome-wide association studies (GWAS) have identified genetic variants at 34 loci contributing to age-related macular degeneration (AMD)1–3. We generated transcriptional profiles of postmortem retinas from 453 controls and cases at distinct stages of AMD and integrated retinal transcriptomes, covering 13,662 protein-coding and 1,462 noncoding genes, with genotypes at more than 9 million common SNPs for expression quantitative trait loci (eQTL) analysis of a tissue not included in Genotype-Tissue Expression (GTEx) and other large datasets4,5. Cis-eQTL analysis identified 10,474 genes under genetic regulation, including 4,541 eQTLs detected only in the retina. Integrated analysis of AMD-GWAS with eQTLs ascertained likely target genes at six reported loci. Using transcriptome-wide association analysis (TWAS), we identified three additional genes, RLBP1, HIC1 and PARP12, after Bonferroni correction. Our studies expand the genetic landscape of AMD and establish the Eye Genotype Expression (EyeGEx) database as a resource for post-GWAS interpretation of multifactorial ocular traits. The authors transcriptionally profiled postmortem retinas from 453 age-related macular degeneration (AMD) cases and controls. Integration of AMD GWAS with eQTL analysis and TWAS identified several AMD-associated genes.
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