Notably, a subcluster of hepatocytes (hepatocyte-2) was separated from the main hepatocyte population, with high expression of the proliferative marker MKI67 and the other two markers (ASPM and TOP2A), which were reported to be related to HCC progression32,33. Here, ASPM is linked to hepatocellular carcinoma.