We also identified a proliferative cluster, which mainly consisted of proliferating T cells (Supplementary Fig. 1b) and a large cluster of HCC cancer cells (40%) expressing both genes associated with normal liver function (ALB, HP, FGA, FGB) and liver cancer (AFP, SPINK1, GPC3, AKR1C1). This evidence concerns the gene AKR1C1 and liver cancer.