Notably, the expression of CDCA3 was also associated with tumor purity (partial cor = 0.153, p = 4.33E − 03; Figure 4), and it showed that the CDCA3 expression had a positive correlation with tumor purity in HCC. The gene discussed is CDCA3; the disease is hepatocellular carcinoma.