The identification in this study of the association between preoperative vWF and TGF-β with postoperative PACs suggests that these biomarkers may reflect a vulnerable atrial substrate predisposed to developing atrial cardiomyopathy. Here, TGFB1 is linked to Premature atrial contractions.