An increase in intrahepatic B cells at the edge of the tumor was positively associated with tumor invasion characteristics and more tumor recurrence. Bregs directly interact with HCC cells through the CD40/CD154 signaling pathway, thereby promoting the growth and aggressiveness of HCC. The gene discussed is CD40; the disease is neoplasm.