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

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

摘要

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.