Their role on AF is rather under-investigated; however, UK Biobank suggests that TP53 and PPM1D may elevate arrhythmia, and a recent cohort study on individuals carrying SF3B1 mutations showed a 1.73-fold increased risk of arrhythmia for SF3B1 mutations [141]. This evidence concerns the gene PPM1D and cardiac arrhythmia.