Interestingly, samples with high p53 pathway activity, IL6_JAK_STAT3 and PI3K_AKT_MTOR signaling appeared to be more resistant to AF, which is in line with previous findings and support the biological relevance of our approach (Fig. 4B). Here, AKT1 is linked to atrial fibrillation.