The results showed the top 16 KEGG pathways involving downregulated overlapping genes, which included hepatocellular carcinoma, fluid shear stress and atherosclerosis, parathyroid hormone synthesis, secretion and action and so on (Figure 2F). Here, PTH is linked to hepatocellular carcinoma.