Results illustrated that MAPKAPK5 had a significant causal association with AF (P = 0.022) and was a risk factor for AF onset (OR = 1.065, 95%CI = 1.009–1.125) (Table 2). Here, MAPKAPK5 is linked to atrial fibrillation.