A novel machine learning approach uses age, HbA1c, gamma glutamyl transferase (GGT), adiponectin, apoptosis marker M30 (caspase-cleaved cytokeratin) and CHeK score to detect NASH and monitor its development from NAFLD to NASH [73]. The gene discussed is ADIPOQ; the disease is metabolic dysfunction-associated steatohepatitis.