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Single-cell transcriptomic atlas of the human retina identifies cell types associated with age-related macular degeneration

Updated February 12, 2024

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.

Brian P HaflerBroad Institute of MIT and Harvard, Cambridge, MA, 02142, USA. brian.hafler@yale.edu.brian.hafler@yale.edu

Single-cell transcriptomic atlas of the human retina identifies cell types associated with age-related macular degeneration.

Madhvi Menon1
Shahin Mohammadi1
Jose Davila-Velderrain1
Brittany A Goods1
Tanina D Cadwell2
Yu Xing2
Anat Stemmer-Rachamimov3
Alex K Shalek1
John Christopher Love1
Manolis Kellis1
Brian P Hafler4
1Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA.
2Evergrande Center for Immunologic Diseases, Harvard Medical School, Boston, MA, 02115, USA.
3Department of Pathology, Massachusetts General Hospital, Boston, MA, 02114, USA.
4Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA. brian.hafler@yale.edu.
None

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/07d5987e-7f9e-4f34-b0fb-a185a35504f5
None
INSDC Project Accessions:
SRP222958, SRP222001
GEO Series Accessions:INSDC Study Accessions:

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Analysis Portals

CZ CELLxGENECZ CELLxGENE

Project Label

AtlasOfTheHumanRetina

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

eye

Organ Part

2 organ parts

Selected Cell Types

3 cell types

Disease Status (Specimen)

normal

Disease Status (Donor)

normal

Development Stage

human adult stage

Library Construction Method

2 library construction methods

Nucleic Acid Source

single cell

Paired End

false

Analysis Protocol

analysis_protocol_1, analysis_protocol_2, analysis_protocol_3

File Format

5 file formats

Cell Count Estimate

23.3k

Donor Count

6
fastq.gz82 file(s)mtx.gz2 file(s)tsv.gz1 file(s)txt.gz3 file(s)xlsx1 file(s)