GO enrichment analysis reinforced the role of muscle development and heart contraction in AF onset while also uncovering additional pathways, including cellular response to transforming growth factor-beta (TGF-β), artery morphogenesis, regulation of cell communication via electrical coupling, and actin filament-based movement (Supplementary Data 6). This evidence concerns the gene TGFB1 and atrial fibrillation.