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Fine-mapping and cell-specific enrichment at corneal resistance factor loci prioritize candidate causal regulatory variants
Corneal resistance factor (CRF) is altered during corneal diseases progression. Genome-wide-association studies (GWAS) indicated potential CRF and disease genetics overlap. Here, we characterise 135 CRF loci following GWAS in 76029 UK Biobank participants. Enrichment of extra-cellular matrix gene-se...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7732848/ https://www.ncbi.nlm.nih.gov/pubmed/33311554 http://dx.doi.org/10.1038/s42003-020-01497-w |
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author | Jiang, Xinyi Dellepiane, Nefeli Pairo-Castineira, Erola Boutin, Thibaud Kumar, Yatendra Bickmore, Wendy A. Vitart, Veronique |
author_facet | Jiang, Xinyi Dellepiane, Nefeli Pairo-Castineira, Erola Boutin, Thibaud Kumar, Yatendra Bickmore, Wendy A. Vitart, Veronique |
author_sort | Jiang, Xinyi |
collection | PubMed |
description | Corneal resistance factor (CRF) is altered during corneal diseases progression. Genome-wide-association studies (GWAS) indicated potential CRF and disease genetics overlap. Here, we characterise 135 CRF loci following GWAS in 76029 UK Biobank participants. Enrichment of extra-cellular matrix gene-sets, genetic correlation with corneal thickness (70% (SE = 5%)), reported keratoconus risk variants at 13 loci, all support relevance to corneal stroma biology. Fine-mapping identifies a subset of 55 highly likely causal variants, 91% of which are non-coding. Genomic features enrichments, using all associated variants, also indicate prominent regulatory causal role. We newly established open chromatin landscapes in two widely-used human cornea immortalised cell lines using ATAC-seq. Variants associated with CRF were significantly enriched in regulatory regions from the corneal stroma-derived cell line and enrichment increases to over 5 fold for variants prioritised by fine-mapping-including at GAS7, SMAD3 and COL6A1 loci. Our analysis generates many hypotheses for future functional validation of aetiological mechanisms. |
format | Online Article Text |
id | pubmed-7732848 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-77328482020-12-17 Fine-mapping and cell-specific enrichment at corneal resistance factor loci prioritize candidate causal regulatory variants Jiang, Xinyi Dellepiane, Nefeli Pairo-Castineira, Erola Boutin, Thibaud Kumar, Yatendra Bickmore, Wendy A. Vitart, Veronique Commun Biol Article Corneal resistance factor (CRF) is altered during corneal diseases progression. Genome-wide-association studies (GWAS) indicated potential CRF and disease genetics overlap. Here, we characterise 135 CRF loci following GWAS in 76029 UK Biobank participants. Enrichment of extra-cellular matrix gene-sets, genetic correlation with corneal thickness (70% (SE = 5%)), reported keratoconus risk variants at 13 loci, all support relevance to corneal stroma biology. Fine-mapping identifies a subset of 55 highly likely causal variants, 91% of which are non-coding. Genomic features enrichments, using all associated variants, also indicate prominent regulatory causal role. We newly established open chromatin landscapes in two widely-used human cornea immortalised cell lines using ATAC-seq. Variants associated with CRF were significantly enriched in regulatory regions from the corneal stroma-derived cell line and enrichment increases to over 5 fold for variants prioritised by fine-mapping-including at GAS7, SMAD3 and COL6A1 loci. Our analysis generates many hypotheses for future functional validation of aetiological mechanisms. Nature Publishing Group UK 2020-12-11 /pmc/articles/PMC7732848/ /pubmed/33311554 http://dx.doi.org/10.1038/s42003-020-01497-w Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Jiang, Xinyi Dellepiane, Nefeli Pairo-Castineira, Erola Boutin, Thibaud Kumar, Yatendra Bickmore, Wendy A. Vitart, Veronique Fine-mapping and cell-specific enrichment at corneal resistance factor loci prioritize candidate causal regulatory variants |
title | Fine-mapping and cell-specific enrichment at corneal resistance factor loci prioritize candidate causal regulatory variants |
title_full | Fine-mapping and cell-specific enrichment at corneal resistance factor loci prioritize candidate causal regulatory variants |
title_fullStr | Fine-mapping and cell-specific enrichment at corneal resistance factor loci prioritize candidate causal regulatory variants |
title_full_unstemmed | Fine-mapping and cell-specific enrichment at corneal resistance factor loci prioritize candidate causal regulatory variants |
title_short | Fine-mapping and cell-specific enrichment at corneal resistance factor loci prioritize candidate causal regulatory variants |
title_sort | fine-mapping and cell-specific enrichment at corneal resistance factor loci prioritize candidate causal regulatory variants |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7732848/ https://www.ncbi.nlm.nih.gov/pubmed/33311554 http://dx.doi.org/10.1038/s42003-020-01497-w |
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