Integrating genetic regulation and single-cell expression with GWAS prioritizes causal genes and cell types for glaucoma.
Andrew R HamelWenjun YanJohn M RouhanaAboozar MonovarfeshaniXinyi JiangPuja A MehtaJayshree AdvaniYuyang LuoQingnan LiangSkanda RajasundaramArushi ShrivastavaKatherine DuchinskiSreekar MantenaJiali WangTavé van ZylLouis R PasqualeAnand SwaroopPuya GharahkhaniAnthony P KhawajaStuart Macgregornull nullRui ChenVeronique VitartJoshua R SanesJaney L WiggsAyellet V SegrèPublished in: Nature communications (2024)
Primary 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.
Keyphrases
- genome wide
- optic nerve
- single cell
- rna seq
- dna methylation
- genome wide association study
- optical coherence tomography
- copy number
- extracellular matrix
- cell death
- gene expression
- poor prognosis
- high throughput
- end stage renal disease
- cell therapy
- risk factors
- stem cells
- ejection fraction
- bioinformatics analysis
- mesenchymal stem cells
- newly diagnosed
- genome wide identification
- chronic kidney disease
- diabetic retinopathy
- signaling pathway
- prognostic factors
- binding protein
- peritoneal dialysis
- transcription factor
- long non coding rna
- high resolution
- bone marrow
- cell proliferation
- genome wide analysis
- mass spectrometry