TGFB1 and atrial fibrillation: This approach enhanced pathway enrichment analyses, reaffirming muscle contraction and cardiac development7 as core AF mechanisms while uncovering additional pathways, including TGF-β signaling, vascular remodeling15, electrical coupling, and cytoskeletal regulation16.