From the bubble plot of the marker genes in the cell clusters, it could be observed that some marker genes (PON1, ANPEP, and CD24) expressed in cancer stem cells were also expressed in epithelial cells (Figure 7C), suggesting that epithelial cells had the features of tumor cells in LIHC progression or the potential to transform into cancer cells. Here, PON1 is linked to neoplasm.