Evidence map›Paper›PMID 42539169›Full record

ArticlebioRxiv : the preprint server for biology2026

An Integrated Multi-omics Single Cell Atlas of the Human RPE and Choroid.

Jianming Shao, Xuan Bao, Ismail Yaman, Ye Zheng, Jun Wang, Jin Li, Tingting Yang, Jinjing Jian, Jean Li, Seth Blackshaw and 20 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

30 authors.

Jianming ShaoDepartment of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.
Xuan BaoBrunson Center for Translational Vision Research, Gavin Herbert Eye Institute, Department of Ophthalmology and Visual Sciences, University of California Irvine School of Medicine, Irvine, CA, USA.
Ismail YamanDepartment of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.
Ye ZhengBrunson Center for Translational Vision Research, Gavin Herbert Eye Institute, Department of Ophthalmology and Visual Sciences, University of California Irvine School of Medicine, Irvine, CA, USA.
Jun WangDepartment of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.
Jin LiBrunson Center for Translational Vision Research, Gavin Herbert Eye Institute, Department of Ophthalmology and Visual Sciences, University of California Irvine School of Medicine, Irvine, CA, USA.
Tingting YangDepartment of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.
Jinjing JianDepartment of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.
Jean LiBrunson Center for Translational Vision Research, Gavin Herbert Eye Institute, Department of Ophthalmology and Visual Sciences, University of California Irvine School of Medicine, Irvine, CA, USA.
Seth BlackshawDepartment of Neuroscience, Neurology, and Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Kapil BhartiOcular and Stem Cell Translational Research Section, National Eye Institute, National Institutes of Health, Bethesda, MD, USA.
Margo ClarkeDepartment of Ophthalmology and Visual Sciences, University of British Columbia, Vancouver, Canada.
Dwight E StambolianDepartment of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Ching-Hwa SungDepartment of Ophthalmology, Department of Cell and Developmental Biology, Weill Cornell Medicine, New York, NY, USA.
Jie J ZhengStein Eye Institute, Department of Ophthalmology, David Geffen School of Medicine, The Molecular Biology Institute at the University of California, Los Angeles, Los Angeles, CA, USA.
Davide OrtolanOcular and Stem Cell Translational Research Section, National Eye Institute, National Institutes of Health, Bethesda, MD, USA.
Sarah X ZhangDepartment of Ophthalmology and Ross Eye Institute, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA.
Ruchi SharmaOcular and Stem Cell Translational Research Section, National Eye Institute, National Institutes of Health, Bethesda, MD, USA.
Richard H ScheuermannDivision of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA.
Ajith V PankajamDivision of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA.
Ahmed H GhobashiDepartment of Biomedical Informatics, College of Medicine, Ohio State University, Columbus, OH, USA.
Anjun MaDepartment of Biomedical Informatics, College of Medicine, Ohio State University, Columbus, OH, USA.
Qin MaDepartment of Biomedical Informatics, College of Medicine, Ohio State University, Columbus, OH, USA.
Mary FuteyDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
Alexandra-Chloé VillaniBroad Institute of MIT and Harvard, Cambridge, MA, USA.
J Timothy StoutDepartment of Ophthalmology, Baylor College of Medicine, Houston, TX, USA.
Margaret M DeAngelisDepartment of Ophthalmology, Ross Eye Institute, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, USA.
Han ChenRory Meyers College of Nursing, New York University, New York, NY, USA.
Yumei LiBrunson Center for Translational Vision Research, Gavin Herbert Eye Institute, Department of Ophthalmology and Visual Sciences, University of California Irvine School of Medicine, Irvine, CA, USA.
Rui ChenBrunson Center for Translational Vision Research, Gavin Herbert Eye Institute, Department of Ophthalmology and Visual Sciences, University of California Irvine School of Medicine, Irvine, CA, USA.

Funding

TriState SenNET (Lung and Heart) Tissue Map and Atlas consortiumU54AG075931 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI TOREN FINKEL, Melanie Koenigshoff · 2021 to 2026
$14.0M
Endosome regulated retinal homeostasis and diseaseR01EY029428 · NEI · WEILL MEDICAL COLL OF CORNELL UNIV · PI CHING-HWA SUNG · 2018 to 2026
$3.8M
NEI UCI Center Core Grant for Vision ResearchP30EY034070 · NEI · UNIVERSITY OF CALIFORNIA-IRVINE · PI Vladimir Jivkov Kefalov · 2022 to 2026
$3.7M
Assessment of the Complement Pathway in a RPE/choroid Tissue ChipR01EY036519 · NEI · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI John Atkinson, Dongeun Huh · 2024 to 2026
$3.1M
Functional Analysis of Complement Variants in a Genotyped iPSC Epithelial Cell Model SystemR01AI180047 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI Alfred Hyoungju Kim, Baerbel Rohrer · 2024 to 2026
$2.3M
Identification of gene regulatory networks controlling temporal patterning in retinal progenitor cells and neurogenic Müller gliaR01EY036173 · NEI · JOHNS HOPKINS UNIVERSITY · PI Seth Blackshaw · 2024 to 2026
$2.0M
Modeling and mechanistic investigation of a novel dry AMD mouse model with CLIC4 deleted in RPER01EY032966 · NEI · WEILL MEDICAL COLL OF CORNELL UNIV · PI SUNG, CHING-HWA · 2021 to 2024
$1.7M
Analysis and semantic representation of cell phenotype characteristicsZIALM202401 · NLM · NATIONAL LIBRARY OF MEDICINE · PI SCHEUERMANN, RICHARD · 2024 to 2025
$1.5M
High Throughput Genomic Sequencer at BCM Core FacilityS10OD023469 · OD · BAYLOR COLLEGE OF MEDICINE · PI CHEN, RUI · 2017 to 2017
$600k
Intramural NIH HHS ZIA LM202401NEI NIH HHS P30 EY034070NEI NIH HHS R01 EY029428NEI NIH HHS R01 EY032966NEI NIH HHS R01 EY036173NEI NIH HHS R01 EY036519NIAID NIH HHS R01 AI180047NIA NIH HHS U54 AG075931NIH HHS S10 OD023469
6 · The paper itself

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

Identifiers

PMID42539169
PMCPMC13419764

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.