Another observation from our mRNA sequencing analyses was that DEGs that belong to metabolic pathways were the most frequent (14.6%), followed by 5.02% of DEGs belonging to cancer pathways, and 3.93% belonging to the PI3K-Akt signaling pathway when comparing NAFLD with HCC. The gene discussed is AKT1; the disease is metabolic dysfunction-associated steatotic liver disease.