ZFHX3 was identified as a crucial risk factor for atrial fibrillation (20), SYNE2 contributed to cardiac arrhythmia (Table 2), and GJD3 caused abnormal atrioventricular node conduction (Table 2). Here, ZFHX3 is linked to cardiac arrhythmia.