The top KEGG pathways related to hub genes from the adenoma (G1) sets were ribosome biogenesis in eukaryotes, chemokine signaling receptor, pathways in cancer, P13K-Akt signaling pathway, and cytokine-cytokine receptor interaction. This evidence concerns the gene AKT1 and cancer.