Nature CommunicationsGenetic & Genomic MedicinePeer-reviewed journal article
Integrating genetic regulation and single-cell expression with GWAS prioritizes causal genes and cell types for glaucoma
Andrew R. HameliD, Wenjun YaniD, John M. RouhanaiD, Aboozar MonavarfeshaniiD, Xinyi JiangiD, Puja A. MehtaiD, Jayshree AdvaniiD, Yuyang LuoiD, Qingnan LiangiD, Skanda RajasundaramiD, Arushi ShrivastavaiD, Katherine DuchinskiiD, Sreekar MantenaiD, Jiali WangiD, Tavé A. van ZyliD, Louis Robert PasqualeiD, Anand SwaroopiD, Puya GharahkhaniiD, Anthony P. KhawajaiD, Stuart MacGregoriD, Alex William HewittiD, Alexander Karl-Georg SchusteriD, Ananth C. ViswanathaniD, Andrew John LoteryiD, Angela Jane CreeiD, , Ayellet V. SegrèiD
Abstract
Primary open-angle glaucoma (POAG), characterized by retinal ganglion cell death, is a leading cause of irreversible blindness worldwide; however, the 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 GWAS loci and of overlapping eQTLs and sQTLs in 49 GTEx tissues and retina prioritized causal genes for 60% of loci. These genes were enriched in pathways implicated in extracellular matrix organization, cell adhesion, and vascular development. Analysis of single-nucleus RNA-seq of glaucoma-relevant eye tissues revealed that the colocalizing genes and genome-wide POAG and IOP associations were enriched in specific cell types in the aqueous outflow pathways, retina, optic nerve head, peripapillary sclera, and choroid. This study nominated IOP-dependent and independent regulatory mechanisms, genes, and cell types that may contribute to POAG pathogenesis.
- organism: human
- assay: scRNA-seq
- research focus: gene regulatory network inference
- research focus: differential expression
- approach: statistical model
- Citations
- 94
- FWCI
- 35.42
- Field percentile
- top 1%
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