Nature Communications (Jan 2024)

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,
  • International Glaucoma Genetics Consortium (IGGC),
  • Rui Chen,
  • Veronique Vitart,
  • Joshua R. Sanes,
  • Janey L. Wiggs,
  • Ayellet V. Segrè

DOI
https://doi.org/10.1038/s41467-023-44380-y
Journal volume & issue
Vol. 15, no. 1
pp. 1 – 25

Abstract

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Abstract 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.