Fine-mapping and cell-specific enrichment at corneal resistance factor loci prioritize candidate causal regulatory variants.
Xinyi JiangNefeli DellepianeErola Pairo-CastineiraThibaud S BoutinYatendra KumarWendy A BickmoreVeronique VitartPublished in: Communications biology (2020)
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.
Keyphrases
- copy number
- genome wide
- genome wide association
- optical coherence tomography
- dna methylation
- wound healing
- high resolution
- transcription factor
- genome wide association study
- air pollution
- cataract surgery
- gene expression
- endothelial cells
- dna damage
- high density
- epithelial mesenchymal transition
- cell therapy
- bone marrow
- cross sectional
- climate change
- minimally invasive
- signaling pathway