In particular, PTN had the most significant association with B cells memory and T cells CD8 (Figure S6), which further confirmed PTN’s role in mediation of B cells and CD8 + T cells in the cancer-associated fibroblast-related HCC. The gene discussed is PTN; the disease is cancer.