We speculated from the results of the significantly up-regulated signaling pathway (ErbB signaling pathway) and HSPA1-positive multicellular communication analysis that there is an exosome-mediated metabolic reprogramming process in HCC, which provides a meaningful target reference for immunotherapy studies. This evidence concerns the gene HSPA1A and hepatocellular carcinoma.