Single-cell atlas of the transcriptome and chromatin accessibility in the human retina
Top Cited Papers
- 23 January 2026
- journal article
- research article
- Published by Springer Nature in Nature Genetics
- Vol. 58 (2) , 418-433
Abstract
Single-cell sequencing has revolutionized the scale and resolution of molecular profiling of tissues and organs. Here we present an integrated dual-modal reference atlas of the most accessible portion of the mammalian central nervous system, the retina. We compiled around 3.9 million cells from 125 donors of diverse ancestral backgrounds, including 8 published studies and 2.7 million unpublished data points, to create a comprehensive human retina cell atlas (HRCA) with more than 130 cell types identified. We annotated each cluster, identified marker genes and characterized cis-regulatory elements and gene regulatory networks. Our analysis uncovered differences in transcriptome, chromatin and gene regulatory networks across cell types. We modeled changes in gene expression and chromatin accessibility across age, ancestry and tissue region. This integrated atlas enhanced the fine-mapping of genome-wide association study and expression quantitative trait loci variants. Accessible through interactive browsers, this multimodal multidonor and multilab HRCA can facilitate a better understanding of retinal function and pathology.Keywords
All Related Versions
This publication has 97 references indexed in Scilit:
- MAGMA: Generalized Gene-Set Analysis of GWAS DataPLOS Computational Biology, 2015
- Onecut1 and Onecut2 redundantly regulate early retinal cell fates during developmentProceedings of the National Academy of Sciences, 2014
- Bayesian Test for Colocalisation between Pairs of Genetic Association Studies Using Summary StatisticsPLOS Genetics, 2014
- A quasi-Newton acceleration for high-dimensional optimization algorithmsStatistics and Computing, 2009
- edgeR: a Bioconductor package for differential expression analysis of digital gene expression dataBioinformatics, 2009
- Fast model-based estimation of ancestry in unrelated individualsGenome Research, 2009
- Model-based Analysis of ChIP-Seq (MACS)Genome Biology, 2008
- Pvclust: an R package for assessing the uncertainty in hierarchical clusteringBioinformatics, 2006
- Photoreceptor-specific nuclear receptor NR2E3 functions as a transcriptional activator in rod photoreceptorsHuman Molecular Genetics, 2004
- The Expression of the MouseZic1, Zic2,andZic3Gene Suggests an Essential Role forZicGenes in Body Pattern FormationDevelopmental Biology, 1997