Subsequent machine learning analysis and external validation pinpointed two genes: CDKN1B and TFAM, as demonstrating the closest correlation to oxidative stress in NAFLD. The gene discussed is CDKN1B; the disease is metabolic dysfunction-associated steatotic liver disease.