TNFSF10 and metabolic dysfunction-associated steatotic liver disease: By combining WGCNA with various machine learning methods, we identified six key genes as biomarkers for NAFLD and AIS: CEBPD, SOCS2, THBS1, IFIT2, TNFSF10, and IL2RB.