Interestingly, in ICC, lower density of PD-L1+ M2 TAM is significantly associated with higher density of CD8+PD-1−EOMES− T cells, which, as shown above, is the best predictor of long-term survival in ICC (Additional file 1: Fig. S16). The gene discussed is CD274; the disease is intrahepatic cholangiocarcinoma.