Among these markers, APOA1 was not only highly expressed in the APOA1+ HCC subpopulation, but was also commonly expressed in other HCC subpopulations, and SPINK1 was also expressed in most HCC cells (Figure 2C). Here, APOA1 is linked to hepatocellular carcinoma.