Although the findings are still preliminary, there is a growing body of evidence from cohort studies and Mendelian randomization analyses supporting an association between CHIP and AF, suggesting its potential relevance in disease pathogenesis and perpetuation. Here, STUB1 is linked to atrial fibrillation.