The prediction models constructed based on logistic regression demonstrated that CREB1 (AUC = 0.885) and VIP (AUC = 0.76) both exhibited adequate accuracy in predicting AF (Figure 2(f)). This evidence concerns the gene VIP and atrial fibrillation.