medRxivGenetic & Genomic MedicinePreprint
Multi-omics analysis in human retina uncovers ultraconserved cis-regulatory elements at rare eye disease loci
Víctor López-SorianoiD, Alfredo Dueñas ReyiD, Rajarshi MukherjeeiD, Frauke CoppietersiD, Miriam BauwensiD, Andy WillaertiD, Elfride B. W. De BaereiD
Abstract
Cross-species genome comparisons have revealed a substantial number of ultraconserved non-coding elements (UCNEs). Several of these elements have proved to be essential tissue- and cell type-specific cis-regulators of developmental gene expression. Here, we characterized a set of UCNEs as candidate CREs (cCREs) during retinal development and evaluated the contribution of their genomic variation to rare eye diseases, for which pathogenic non-coding variants are emerging. Integration of bulk and single-cell retinal multi-omics data revealed 594 genes under potential cis-regulatory control of UCNEs, of which 45 are implicated in rare eye disease. Mining of candidate cis-regulatory UCNEs in WGS data derived from the rare eye disease cohort of Genomics England revealed 178 ultrarare variants within 84 UCNEs associated with 29 disease genes. Overall, we provide a comprehensive annotation of ultraconserved non-coding regions acting as cCREs during retinal development which can be targets of non-coding variation underlying rare eye diseases.
- organism: human
- assay: bulk RNA-seq
- assay: scRNA-seq
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Multi-omic Analysis of Developing Human Retina and Organoids Reveals Cell-Specific Cis-Regulatory Elements and Mechanisms of Non-Coding Genetic Disease Risk.
Eric D. Thomas, Andrew E. Timms, … Timothy J. Cherry·Developmental CellPeer-reviewed·Mar 1, 2022
- Epigenomic Profiling and Single-Nucleus-RNA-Seq Reveal Cis-Regulatory Elements in Human Retina, Macula and RPE and Non-Coding Genetic Variation.
Timothy J. Cherry, Marty G. Yang, … Michael E. Greenberg·bioRxiv·Sep 8, 2018
- Single-cell analysis of the epigenome and 3D chromatin architecture in the human retina
Ying Yuan, Pooja Biswas, … Bing Ren·Science AdvancesPeer-reviewed·Jul 23, 2026
- Multi-omics profiling, in vitro and in vivo enhancer assays dissect the cis-regulatory mechanisms underlying North Carolina macular dystrophy, a retinal enhanceropathy
Stijn Van de Sompele, Kent W. Small, … Elfride B. W. De Baere·bioRxiv·Mar 8, 2022
- Comparative 3D genome analysis between neural retina and RPE reveals differential cis-regulatory interactions at retinal disease loci
Eva D’haene, Víctor López-Soriano, … Elfride B. W. De Baere·bioRxiv·Jun 20, 2023
- Single-cell multiome of the human retina and deep learning nominate causal variants in complex eye diseases
Sean K. Wang, Surag Nair, … Howard Y. Chang·Cell GenomicsPeer-reviewed·Jul 27, 2022