Functional genes, e.g., Akt1, Shc1, Prkce, Jun, and Hdac1, were highly related to each other and might play important regulatory roles in the accelerated liver cancer initiation in Zbtb7bΔli livers (Fig. S5F and Table S5). The gene discussed is SHC1; the disease is liver cancer.