Utilizing lasso regression results, the differential expression analysis revealed that the genes YBX1, MED8, and KPNA2 exhibited diagnostic significance in both NASH and HCC (Fig. 7C). Here, KPNA2 is linked to metabolic dysfunction-associated steatohepatitis.