For Normal-NAFL group, 9 genes (MT1G, MT1X, MT1F, MT1H, MT1M, FABP4, SPP1, MMP7, and CCL2) were identified as optimal features by non-zero regression coefficients (Figure 5G). This evidence concerns the gene FABP4 and non-alcoholic fatty liver.