Integrating genetic regulation and single-cell expression with GWAS prioritizes causal genes and cell types for glaucoma

Author:

Hamel Andrew R.ORCID,Yan WenjunORCID,Rouhana John M.,Monovarfeshani Aboozar,Jiang XinyiORCID,Mehta Puja A.ORCID,Advani Jayshree,Luo Yuyang,Liang QingnanORCID,Rajasundaram Skanda,Shrivastava ArushiORCID,Duchinski KatherineORCID,Mantena SreekarORCID,Wang JialiORCID,van Zyl Tavé,Pasquale Louis R.,Swaroop AnandORCID,Gharahkhani PuyaORCID,Khawaja Anthony P.ORCID,MacGregor StuartORCID, ,Hewitt Alex W.,Schuster Alexander K.,Viswanathan Ananth C.,Lotery Andrew J.,Cree Angela J.,Pang Calvin P.,Brandl Caroline,Klaver Caroline C. W.,Hayward Caroline,Khor Chiea Chuen,Cheng Ching-Yu,Hammond Christopher J.,van Duijn Cornelia,Mackey David A.,Stefansson Einer,Vithana Eranga N.,Pasutto Francesca,Jonansson Fridbert,Thorleifsson Gudmar,Koh Jacyline,Wilson James F.,Craig Jamie E.,Vergroesen Joëlle E.,Fingert John H.,Jonas Jost B.,Stefánsson Kári,Burdon Kathryn P.,Chen Li Jia,Kass Michael,Jansonius Nomdo M.,Pfeiffer Norbert,Polašek Ozren,Foster Paul J.,Mitchell Paul,Hysi Pirro G.,Wojciechowski Robert,Driessen Sjoerd J.,Tompson Stuart W. J.,Young Terri L.,Wong Tien Y.,Aung Tin,Thorsteinsdottir Unnur,de Vries Victor A.,Ramdas Wishal D.,Wang Ya Xing,Chen RuiORCID,Vitart VeroniqueORCID,Sanes Joshua R.ORCID,Wiggs Janey L.ORCID,Segrè Ayellet V.ORCID

Abstract

AbstractPrimary open-angle glaucoma (POAG), characterized by retinal ganglion cell death, is a leading cause of irreversible blindness worldwide. However, its molecular and cellular causes are not well understood. Elevated intraocular pressure (IOP) is a major risk factor, but many patients have normal IOP. Colocalization and Mendelian randomization analysis of >240 POAG and IOP genome-wide association study (GWAS) loci and overlapping expression and splicing quantitative trait loci (e/sQTLs) in 49 GTEx tissues and retina prioritizes causal genes for 60% of loci. These genes are enriched in pathways implicated in extracellular matrix organization, cell adhesion, and vascular development. Analysis of single-nucleus RNA-seq of glaucoma-relevant eye tissues reveals that the POAG and IOP colocalizing genes and genome-wide associations are enriched in specific cell types in the aqueous outflow pathways, retina, optic nerve head, peripapillary sclera, and choroid. This study nominates IOP-dependent and independent regulatory mechanisms, genes, and cell types that may contribute to POAG pathogenesis.

Publisher

Springer Science and Business Media LLC

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