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Identification of atrial fibrillation associated genes and functional non-coding variants.
- Source :
-
Nature communications [Nat Commun] 2019 Oct 18; Vol. 10 (1), pp. 4755. Date of Electronic Publication: 2019 Oct 18. - Publication Year :
- 2019
-
Abstract
- Disease-associated genetic variants that lie in non-coding regions found by genome-wide association studies are thought to alter the functionality of transcription regulatory elements and target gene expression. To uncover causal genetic variants, variant regulatory elements and their target genes, here we cross-reference human transcriptomic, epigenomic and chromatin conformation datasets. Of 104 genetic variant regions associated with atrial fibrillation candidate target genes are prioritized. We optimize EMERGE enhancer prediction and use accessible chromatin profiles of human atrial cardiomyocytes to more accurately predict cardiac regulatory elements and identify hundreds of sub-threshold variants that co-localize with regulatory elements. Removal of mouse homologues of atrial fibrillation-associated regions in vivo uncovers a distal regulatory region involved in Gja1 (Cx43) expression. Our analyses provide a shortlist of genes likely affected by atrial fibrillation-associated variants and provide variant regulatory elements in each region that link genetic variation and target gene regulation, helping to focus future investigations.
- Subjects :
- Animals
Cell Line
Chromatin genetics
Epigenomics methods
Gene Expression Profiling methods
Genetic Variation
Heart Atria cytology
Heart Atria metabolism
Humans
Mice
Myocytes, Cardiac cytology
Myocytes, Cardiac metabolism
Atrial Fibrillation genetics
Genetic Predisposition to Disease genetics
Genome-Wide Association Study methods
Polymorphism, Single Nucleotide
Regulatory Sequences, Nucleic Acid genetics
Subjects
Details
- Language :
- English
- ISSN :
- 2041-1723
- Volume :
- 10
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Nature communications
- Publication Type :
- Academic Journal
- Accession number :
- 31628324
- Full Text :
- https://doi.org/10.1038/s41467-019-12721-5