As depicted in Figure 3A, DGAT1, AMOT, PDE11A, TYMS, and TMEM98 were found to be higher in the AF group, NAFLD group, and NAFLD-AF group compared to the HC group. This evidence concerns the gene TYMS and atrial fibrillation.