To improve the capacity in distinguishing AF patients from all samples, we constructed the combined diagnosis model of four crucial genes (EP300, COL1A1/3A1, and TP53), and the AUC value of the AF arrived at 0.750 (95% CI:0.657–0.843, Figure 1c). Here, COL1A1 is linked to atrial fibrillation.