SPP1 and metabolic dysfunction-associated steatohepatitis: For Normal-NASH group, 6 genes (CCL2, FABP4, MT1G, MT1H, MT1M, and SPP1) were identified as optimal features by non-zero regression coefficients (Figure 5C).