In summary, the combination of in vivo cell linage tracing and scRNA-seq has uncovered a unique CSC-like pro-oncogenic role of Prom1+ HCC cells and this finding may shed light on the HCC cell heterogeneity in human HCC. Here, PROM1 is linked to hepatocellular carcinoma.