PAQR6 and cholangiocarcinoma: We then explored expression patterns among genders and observed significant differential expression for PAQR6 and nPRs in HCC patients (Supplementary Figure S4D-1), with no significance for CmPn genes, except AFP, in CCA patients (Supplementary Figure S4D-2).