Heatmap representation revealed that PNPLA7 and to a lesser extent PNPLA8 were markedly downregulated in tumor tissues relative to non-tumor tissues in most patients (Figure 6B,C), regardless of the stage or etiology of HCC (Figure 6D,E). This evidence concerns the gene PNPLA8 and neoplasm.