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 language | English |
|---|---|
| Article number | 100302 |
| Journal | Cell Genomics |
| Volume | 3 |
| Issue number | 6 |
| DOIs | |
| State | Published - 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
Fingerprint
Dive into the research topics of 'A systems biology approach uncovers novel disease mechanisms in age-related macular degeneration'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver