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Transcriptomic and proteomic retinal pigment epithelium signatures of age-related macular degeneration
- Source :
- Nature communications. 13(1)
- Publication Year :
- 2021
-
Abstract
- Induced pluripotent stem cells generated from patients with geographic atrophy as well as healthy individuals were differentiated to retinal pigment epithelium (RPE) cells. By integrating transcriptional profiles of 127,659 RPE cells generated from 43 individuals with geographic atrophy and 36 controls with genotype data, we identified 439 expression Quantitative Trait (eQTL) loci in cis that were associated with disease status and specific to subpopulations of RPE cells. We identified loci linked to two genes with known associations with geographic atrophy - PILRB and PRPH2, in addition to 43 genes with significant genotype x disease interactions that are candidates for novel genetic associations for geographic atrophy. On a transcriptome-only level, we identified molecular pathways significantly upregulated in geographic atrophy-RPE including in extracellular cellular matrix reorganisation, neurodegeneration, and mitochondrial functions. We subsequently implemented a large-scale proteomics analysis, confirming modification in proteins associated with these pathways. We also identified six significant protein (p) QTL that regulate protein expression in the RPE cells and in geographic atrophy - two of which share variants with cis-eQTL. Transcriptome-wide association analysis identified genes at loci previously associated with age-related macular degeneration. Further analysis conditional on disease status, implicated statistically significant RPE-specific eQTL. This study uncovers important differences in RPE homeostasis associated with geographic atrophy.
- Subjects :
- Genetics
Proteomics
Multidisciplinary
Retinal pigment epithelium
Neurodegeneration
General Physics and Astronomy
General Chemistry
Retinal Pigment Epithelium
Biology
Macular degeneration
Quantitative trait locus
medicine.disease
General Biochemistry, Genetics and Molecular Biology
Transcriptome
Macular Degeneration
medicine.anatomical_structure
Geographic Atrophy
Expression quantitative trait loci
medicine
Humans
sense organs
Induced pluripotent stem cell
Subjects
Details
- ISSN :
- 20411723
- Volume :
- 13
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Nature communications
- Accession number :
- edsair.doi.dedup.....49df11c858c66f28265e3899aa36f2d7