For example, CCR1+ monocytes had been revealed to facilitate immune escape in HCC by our previous study38, here we also found that macrophage-derived CCL18 can form self-feedback with receptor CCR1, potentially promoting tumor immunosuppression (Fig. 6b). Here, CCR1 is linked to hepatocellular carcinoma.