The results revealed a significant correlation between elevated VAP-1 levels and both the incidence of AF and the occurrence of MACE, suggesting that VAP-1 may serve as a valuable biomarker for predicting the onset and prognosis of AF. This evidence concerns the gene AOC3 and atrial fibrillation.