Meanwhile, upregulated DEGs affected biosynthetic and substance metabolism pathways, including Starch and sucrose metabolism, MAPK signaling pathway, Fatty acid biosynthesis, Insulin signaling, Cytokine-cytokine receptor interaction, Fructose and mannose metabolism, and Central carbon metabolism in cancer (Fig. 4A,C). This evidence concerns the gene INS and cancer.