After HCC cells were cultured with CAFs-CM transfected with sh-SPI1, the expression of PD-L1 was inhibited compared with CAFs/sh-NC-CM, HRAS up-regulation abolished this effect (Fig. 6G, H). This evidence concerns the gene SPI1 and hepatocellular carcinoma.