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

dc.contributor.authorHamel, Andrew R.
dc.contributor.authorYan, Wenjun
dc.contributor.authorRouhana, John M.
dc.contributor.authorMonovarfeshani, Aboozar
dc.contributor.authorJiang, Xinyi
dc.contributor.authorMehta, Puja A.
dc.contributor.authorAdvani, Jayshree
dc.contributor.authorLuo, Yuyang
dc.contributor.authorLiang, Qingnan
dc.contributor.authorRajasundaram, Skanda
dc.contributor.authorShrivastava, Arushi
dc.contributor.authorDuchinski, Katherine
dc.contributor.authorMantena, Sreekar
dc.contributor.authorWang, Jiali
dc.contributor.authorvan Zyl, Tavé
dc.contributor.authorPasquale, Louis R.
dc.contributor.authorSwaroop, Anand
dc.contributor.authorGharahkhani, Puya
dc.contributor.authorKhawaja, Anthony P.
dc.contributor.authorMacGregor, Stuart
dc.contributor.authorHewitt, Alex W.
dc.contributor.authorSchuster, Alexander K.
dc.contributor.authorViswanathan, Ananth C.
dc.contributor.authorLotery, Andrew J.
dc.contributor.authorCree, Angela J.
dc.contributor.authorPang, Calvin P.
dc.contributor.authorBrandl, Caroline
dc.contributor.authorKlaver, Caroline C.W.
dc.contributor.authorHayward, Caroline
dc.contributor.authorKhor, Chiea Chuen
dc.contributor.authorCheng, Ching Yu
dc.contributor.authorHammond, Christopher J.
dc.contributor.authorvan Duijn, Cornelia
dc.contributor.authorMackey, David A.
dc.contributor.authorStefansson, Einer
dc.contributor.authorVithana, Eranga N.
dc.contributor.authorPasutto, Francesca
dc.contributor.authorJonansson, Fridbert
dc.contributor.authorThorleifsson, Gudmar
dc.contributor.authorKoh, Jacyline
dc.contributor.authorWilson, James F.
dc.contributor.authorCraig, Jamie E.
dc.contributor.authorVergroesen, Joëlle E.
dc.contributor.authorFingert, John H.
dc.contributor.authorJonas, Jost B.
dc.contributor.authorStefánsson, Kári
dc.contributor.authorBurdon, Kathryn P.
dc.contributor.authorChen, Li Jia
dc.contributor.authorKass, Michael
dc.contributor.authorJansonius, Nomdo M.
dc.contributor.authorPfeiffer, Norbert
dc.contributor.authorPolašek, Ozren
dc.contributor.authorFoster, Paul J.
dc.contributor.authorMitchell, Paul
dc.contributor.authorHysi, Pirro G.
dc.contributor.authorWojciechowski, Robert
dc.contributor.authorDriessen, Sjoerd J.
dc.contributor.authorTompson, Stuart W.J.
dc.contributor.authorYoung, Terri L.
dc.contributor.authorWong, Tien Y.
dc.contributor.authorAung, Tin
dc.contributor.authorThorsteinsdottir, Unnur
dc.contributor.authorde Vries, Victor A.
dc.contributor.authorRamdas, Wishal D.
dc.contributor.authorWang, Ya Xing
dc.contributor.authorChen, Rui
dc.contributor.authorVitart, Veronique
dc.contributor.authorSanes, Joshua R.
dc.contributor.authorWiggs, Janey L.
dc.contributor.authorSegrè, Ayellet V.
dc.contributor.departmentFaculty of Medicine
dc.contributor.schoolHealth Sciences
dc.date.accessioned2025-11-20T09:32:01Z
dc.date.available2025-11-20T09:32:01Z
dc.date.issued2024-01-09
dc.description© 2024. The Author(s).en
dc.description.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.en
dc.description.versionPeer revieweden
dc.format.extent4869889
dc.format.extent396
dc.identifier.citationHamel, A R, Yan, W, Rouhana, J M, Monovarfeshani, A, Jiang, X, Mehta, P A, Advani, J, Luo, Y, Liang, Q, Rajasundaram, S, Shrivastava, A, Duchinski, K, Mantena, S, Wang, J, van Zyl, T, Pasquale, L R, Swaroop, A, Gharahkhani, P, Khawaja, A P, MacGregor, S, Hewitt, A W, Schuster, A K, Viswanathan, A C, Lotery, A J, Cree, A J, Pang, C P, Brandl, C, Klaver, C C W, Hayward, C, Khor, C C, Cheng, C Y, Hammond, C J, van Duijn, C, Mackey, D A, Stefansson, E, Vithana, E N, Pasutto, F, Jonansson, F, Thorleifsson, G, Koh, J, Wilson, J F, Craig, J E, Vergroesen, J E, Fingert, J H, Jonas, J B, Stefánsson, K, Burdon, K P, Chen, L J, Kass, M, Jansonius, N M, Pfeiffer, N, Polašek, O, Foster, P J, Mitchell, P, Hysi, P G, Wojciechowski, R, Driessen, S J, Tompson, S W J, Young, T L, Wong, T Y, Aung, T, Thorsteinsdottir, U, de Vries, V A, Ramdas, W D, Wang, Y X, Chen, R, Vitart, V, Sanes, J R, Wiggs, J L & Segrè, A V 2024, 'Integrating genetic regulation and single-cell expression with GWAS prioritizes causal genes and cell types for glaucoma', Nature Communications, vol. 15, no. 1, 396, pp. 396. https://doi.org/10.1038/s41467-023-44380-yen
dc.identifier.doi10.1038/s41467-023-44380-y
dc.identifier.issn2041-1723
dc.identifier.other217576347
dc.identifier.other425a0e3c-d9a4-48e6-aba9-c63272ea92f2
dc.identifier.other85181652198
dc.identifier.other38195602
dc.identifier.otherunpaywall: 10.1038/s41467-023-44380-y
dc.identifier.urihttps://hdl.handle.net/20.500.11815/7481
dc.language.isoen
dc.relation.ispartofseriesNature Communications; 15(1)en
dc.relation.urlhttps://www.scopus.com/pages/publications/85181652198en
dc.rightsinfo:eu-repo/semantics/openAccessen
dc.subjectHumansen
dc.subjectGenome-Wide Association Studyen
dc.subjectGlaucoma, Open-Angle/geneticsen
dc.subjectGene Expression Regulationen
dc.subjectCausalityen
dc.subjectGlaucoma/geneticsen
dc.subjectGeneral Chemistryen
dc.subjectGeneral Biochemistry,Genetics and Molecular Biologyen
dc.subjectGeneral Physics and Astronomyen
dc.titleIntegrating genetic regulation and single-cell expression with GWAS prioritizes causal genes and cell types for glaucomaen
dc.type/dk/atira/pure/researchoutput/researchoutputtypes/contributiontojournal/articleen

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