HCA Data Explorer

Cell-specific cis-regulatory elements and mechanisms of non-coding genetic disease in human retina and retinal organoids

Updated March 6, 2024

Cis-regulatory elements (CREs) play a critical role in the development and disease-states of all human cell types. In the retina, CREs have been implicated in several inherited disorders. To better characterize human retinal CREs, we performed single-nucleus assay for transposase-accessible chromatin sequencing (snATAC-seq) and single-nucleus RNA sequencing (snRNA-seq) on the developing and adult human retina and on induced pluripotent stem cell (iPSC)-derived retinal organoids. These analyses identified developmentally dynamic, cell-class-specific CREs, enriched transcription-factor-binding motifs, and putative target genes. CREs in the retina and organoids are highly correlated at the single-cell level, and this supports the use of organoids as a model for studying disease-associated CREs. As a proof of concept, we disrupted a disease-associated CRE at 5q14.3, confirming its principal target gene as the miR-9-2 primary transcript and demonstrating its role in neurogenesis and gene regulation in mature glia. This study provides a resource for characterizing human retinal CREs and showcases organoids as a model to study the function of CREs that influence development and disease.

Kevin EadeLowy Medical Research Institut; Scripps Research Institutekeade@lmri.net
Timothy J CherrySeattle Children's Research Institute; University of Washington; University of Washingtontimothy.cherry@seattlechildrens.org
Eric D Thomas1
Andrew E Timms1
Sarah Giles2
Sarah Harkins-Perry2
Pin Lyu3
Thanh Hoang4
Jiang Qian3
Victoria E Jackson5
Melanie Bahlo5
Seth Blackshaw6
Martin Friedlander2
Kevin Eade2
Timothy J Cherry7
1Seattle Children's Research Institute
2Lowy Medical Research Institut; Scripps Research Institute
3Wilmer Eye Institute
4Johns Hopkins University
5The Walter and Eliza Hall Institute of Medical Research; University of Melbourne
6Wilmer Eye Institute; Johns Hopkins University
7Seattle Children's Research Institute; University of Washington; University of Washington
Ida Zucchi

To reference this project, please use the following link:

https://explore.data.humancellatlas.dev.clevercanary.com/projects/aebc99a3-3151-482a-9709-da6802617763

Supplementary links are provided by contributors and represent items such as additional data which can’t be hosted here; code that was used to analyze this data; or tools and visualizations associated with this specific dataset.

1.https://github.com/TCherryLab/Retina-Multiomic-Analysis
INSDC Project Accessions:GEO Series Accessions:INSDC Study Accessions:

Atlas

EyeRetina v1.0

Analysis Portals

None

Project Label

CREDiseaseRetina

Species

Homo sapiens

Sample Type

3 sample types

Anatomical Entity

2 anatomical entities

Organ Part

retina

Selected Cell Types

Unspecified

Model Organ

2 model organs

Disease Status (Specimen)

normal

Disease Status (Donor)

normal

Development Stage

2 development stages

Library Construction Method

2 library construction methods

Nucleic Acid Source

single nucleus

Paired End

false, true

Analysis Protocol

ATAC_peaks, raw_matrix_generation

File Format

4 file formats

Cell Count Estimate

510.0k

Donor Count

12
fastq.gz482 file(s)mtx.gz31 file(s)tsv.gz82 file(s)xlsx1 file(s)