Using PPI network analysis, we represented essential hub genes, including TP53, TNF, STAT3, HSP90AA1, and PTGS2, that are critical in NAFLD and might be influenced by Calebin-A. The gene discussed is PTGS2; the disease is metabolic dysfunction-associated steatotic liver disease.