Specifically, hepatocytes at the tumor periphery predominantly expressed TFs such as ILF2, ATF7, and RFXANK, while those in the tumor core were enriched for KLF4, EGR1, and HES5 (Figure 6D). Here, HES5 is linked to neoplasm.