In addition, HCC samples with high AFP show alterations in immune-related pathways, such as the activation of TGF-β1 and IL-6 signaling pathways, the induction of SPP1 expression in macrophages, and the inhibition of T cell function [23, 26]. The gene discussed is IL6; the disease is hepatocellular carcinoma.