scRNA-seq analysis, induction of mouse KCs in vitro, and coculture of KCs with exosomes revealed that KCs serve as a significant source of IL6 production within the HCC TME following their differentiation into TAMs induced by exosomes derived from hepatoma cells. This evidence concerns the gene TBCE and hepatocellular carcinoma.