1. Single-cell transcriptomic atlas of the human retina identifies cell types associated with age-related macular degeneration
- Author
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Madhvi Menon, Tanina D. Cadwell, Manolis Kellis, Brittany A. Goods, Yu Xing, Brian P. Hafler, Anat Stemmer-Rachamimov, J. C. Love, Jose Davila-Velderrain, Shahin Mohammadi, and Alex K. Shalek
- Subjects
0301 basic medicine ,Retinal Ganglion Cells ,Neuroglia/metabolism ,Retinal Ganglion Cells/metabolism ,genetic structures ,General Physics and Astronomy ,Gene Expression ,Genome-wide association study ,Retinal Horizontal Cells ,Astrocytes/metabolism ,Retinal Bipolar Cells/metabolism ,Transcriptome ,0302 clinical medicine ,Single-cell analysis ,Retinal Rod Photoreceptor Cells ,lcsh:Science ,Multidisciplinary ,Macular Degeneration/genetics ,High-Throughput Nucleotide Sequencing ,3. Good health ,medicine.anatomical_structure ,Retinal Neurons/metabolism ,Retinal Rod Photoreceptor Cells/metabolism ,Retinal Cone Photoreceptor Cells ,Microglia ,Single-Cell Analysis ,Neuroglia ,Retinal Neurons ,Amacrine Cells/metabolism ,Cell type ,Retinal Bipolar Cells ,Science ,Ependymoglial Cells ,Computational biology ,Biology ,Retinal Horizontal Cells/metabolism ,General Biochemistry, Genetics and Molecular Biology ,Article ,Retina ,Microglia/metabolism ,03 medical and health sciences ,Retina/cytology ,medicine ,Humans ,Genetic Predisposition to Disease ,Retinal Cone Photoreceptor Cells/metabolism ,Genetic association ,Sequence Analysis, RNA ,Macular degeneration ,Gene Expression Profiling ,Retinal Vessels ,General Chemistry ,medicine.disease ,eye diseases ,Gene expression profiling ,Retinal Vessels/cytology ,030104 developmental biology ,Amacrine Cells ,Astrocytes ,Blood Vessels ,lcsh:Q ,sense organs ,Ependymoglial Cells/metabolism ,030217 neurology & neurosurgery - Abstract
Genome-wide association studies (GWAS) have identified genetic variants associated with age-related macular degeneration (AMD), one of the leading causes of blindness in the elderly. However, it has been challenging to identify the cell types associated with AMD given the genetic complexity of the disease. Here we perform massively parallel single-cell RNA sequencing (scRNA-seq) of human retinas using two independent platforms, and report the first single-cell transcriptomic atlas of the human retina. Using a multi-resolution network-based analysis, we identify all major retinal cell types, and their corresponding gene expression signatures. Heterogeneity is observed within macroglia, suggesting that human retinal glia are more diverse than previously thought. Finally, GWAS-based enrichment analysis identifies glia, vascular cells, and cone photoreceptors to be associated with the risk of AMD. These data provide a detailed analysis of the human retina, and show how scRNA-seq can provide insight into cell types involved in complex, inflammatory genetic diseases., “Genome-wide association studies have identified variants associated with age-related macular degeneration (AMD); however, other than identifying this as a complement mediated inflammatory disease, little biology has emerged. Here, authors used novel computational tools from the Broad Institute to examine the relationship of single-cell transcriptomics and genome-wide association studies (GWAS) in the human retina and demonstrate that GWAS-associated risk alleles associated with AMD are enriched in glia and vascular cells and that human retinal glia are more diverse than previously thought
- Published
- 2019
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