PAQR6 and liver cancer: These results not only illustrate the involvement of the CmPn network in the tumor microenvironment, but also demonstrate the potential use of expression profiling among multiple members of the CmPn signaling network for HCCs, and PAQR6 for CCAs, as potential prognostic biomarkers across various immune subtypes in hepatic cancers.