PDCD1 and hepatocellular carcinoma: Three maker genes were found in liver carcinoma of HPA database (TREM2 and GPR34 from macrophage, PDCD1 from Treg cell), which indicated that macrophages and Treg cells existed in liver carcinoma (Additional file 1: Fig. S6).