FOSB and metabolic dysfunction-associated steatotic liver disease: To identify potential diagnostic genes for NAFLD, two machine learning algorithms were used to analyze the 334 DEGs, thus four genes (FOSB, GPAT3, RGCC, and RNF43) were identified.