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A systems biology approach uncovers novel disease mechanisms in age-related macular degeneration

  • Luz D. Orozco
  • , Leah A. Owen
  • , Jeffrey Hofmann
  • , Amy D. Stockwell
  • , Jianhua Tao
  • , Susan Haller
  • , Vineeth T. Mukundan
  • , Christine Clarke
  • , Jessica Lund
  • , Akshayalakshmi Sridhar
  • , Oleg Mayba
  • , Julie L. Barr
  • , Rylee A. Zavala
  • , Elijah C. Graves
  • , Charles Zhang
  • , Nadine Husami
  • , Robert Finley
  • , Elizabeth Au
  • , John H. Lillvis
  • , Michael H. Farkas
  • Akbar Shakoor, Richard Sherva, Ivana K. Kim, Joshua S. Kaminker, Michael J. Townsend, Lindsay A. Farrer, Brian L. Yaspan, Hsu Hsin Chen, Margaret M. DeAngelis
  • Genentech, Inc
  • University of Utah
  • SUNY Buffalo
  • Boston University
  • Harvard University

Research output: Contribution to journalArticlepeer-review

43 Scopus citations

Abstract

Age-related macular degeneration (AMD) is a leading cause of blindness, affecting 200 million people worldwide. To identify genes that could be targeted for treatment, we created a molecular atlas at different stages of AMD. Our resource is comprised of RNA sequencing (RNA-seq) and DNA methylation microarrays from bulk macular retinal pigment epithelium (RPE)/choroid of clinically phenotyped normal and AMD donor eyes (n = 85), single-nucleus RNA-seq (164,399 cells), and single-nucleus assay for transposase-accessible chromatin (ATAC)-seq (125,822 cells) from the retina, RPE, and choroid of 6 AMD and 7 control donors. We identified 23 genome-wide significant loci differentially methylated in AMD, over 1,000 differentially expressed genes across different disease stages, and an AMD Müller state distinct from normal or gliosis. Chromatin accessibility peaks in genome-wide association study (GWAS) loci revealed putative causal genes for AMD, including HTRA1 and C6orf223. Our systems biology approach uncovered molecular mechanisms underlying AMD, including regulators of WNT signaling, FRZB and TLE2, as mechanistic players in disease.

Original languageEnglish
Article number100302
JournalCell Genomics
Volume3
Issue number6
DOIs
StatePublished - Jun 14 2023

Keywords

  • AMD
  • DNA methylation
  • GA
  • Muller glia
  • RNA-seq
  • age-related macular degeneration
  • epigenomics
  • geographic atrophy
  • rare variant genetics
  • retinal pigment epithelium
  • single-cell ATAC-seq
  • single-cell RNA-seq

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