In summary, after analyzing the gene expression data, we found that the LPL/ FABP4/CPT1 molecular axis was up-regulated along with the cell proliferation genes in the progression of NAFLD/NASH to HCC. Here, CPT1A is linked to metabolic dysfunction-associated steatohepatitis.