bioRxivGenomicsPreprint
An Integrated Multi-omics Single Cell Atlas of the Human RPE and Choroid
Jianming ShaoiD, Xuan BaoiD, Ismail Yaman, Y ZhengiD, Jun WangiD, Jin Li, Tingting YangiD, Jinjing JianiD, Jean LiiD, Seth BlackshawiD, Kapil BhartiiD, Margo S. Clarke, Dwight E. Stambolian, C Sung, Jie ZhengiD, Davide OrtolaniD, Sarah Xin ZhangiD, Ruchi SharmaiD, Richard H. ScheuermanniD, Ajith V. PankajamiD, Ahmed H. GhobashiiD, Anjun MaiD, Qin Ma, Mary FuteyiD, Alexandra–Chloé VillaniiD, , Rui CheniD
Abstract
The retinal pigment epithelium and choroid are critical for supporting the function and maintaining the homeostasis of the outer retina, and their dysfunction underlies a range of inherited and complex ocular diseases. To comprehensively characterize the cellular, transcriptomic, and epigenomic heterogeneity and dynamics within these tissues, we assembled an integrated multi-omics reference atlas comprising 719,813 single-cell/single-nucleus transcriptomes and 234,007 snATAC-seq profiles from 102 ancestrally diverse donors spanning 0 to 99 years of age, including cells from both the macula and periphery. This atlas resolves 48 distinct cell types or states and catalogs 448,567 open chromatin regions. Specifically, we resolved five distinct RPE subpopulations organized along a central-to-peripheral spatial axis, alongside two distinct stress/senescence states. We reconstructed the transcriptomic and epigenetic zonation of endothelial cells and expanded choroidal stromal heterogeneity by characterizing 11 fibroblast and two pericyte types. Age-associated compositional analysis revealed a significant fractional depletion of melanocytes, PI16+ fibroblasts, and venule endothelial cells with age, alongside a modest relative loss of central RPE and a corresponding increase in far-peripheral RPE. Cell-type-specific aging transcriptomics uncovered shared pathways related to inflammatory responses alongside distinct cell-type-specific signatures. Notably, significant age-associated epigenetic changes concentrated in the macula during the transition from early-to-middle adulthood and remained stable into old age, with transcription factors from the AP-1/bZIP family emerging as the dominant enriched motifs. Finally, integrating this atlas with AMD GWAS data provides novel variant-to-gene evidence implicating LIPG and COL4A3 in AMD pathogenesis. Together, this multi-omics atlas serves as both an invaluable community reference and a powerful discovery engine that translates genetic risk signals into localized target cells and candidate mechanisms, laying a foundation for understanding RPE/choroid biology in health and disease.
- organism: human
- assay: scRNA-seq
- assay: snRNA-seq
- assay: ATAC-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: GWAS / association mapping
- approach: statistical model
- approach: machine learning (classical)
- Citations
- 1
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