Through the detection of tumor immune landscape, we found that SAA mainly recruits neutrophils, induces its PD-L1 expression by regulating the glycolytic metabolism, further inhibits T cells’ cytotoxicity from exerting an immunosuppressive effect, and promotes immune escape in aHCC. The gene discussed is SAA1; the disease is neoplasm.