A recent study validated a set of five differentially expressed and co-upregulated genes (DEGs) (DGAT1, AMOT, PDE11A, TYMS, and TMEM98) that were elevated in patients with atrial fibrillation, liver disease, and atrial fibrillation associated with liver disease compared to healthy controls [40]. The gene discussed is DGAT1; the disease is liver disorder.