After extensive cross-validation, a combination of CLDN4, HOXB7, TMSB4 and TTR designated as “CCA diagnostic equation”, yielded the best equation for differentiating CCA from HCC (Fig. 2, Table 2). This evidence concerns the gene TMSB4X and cholangiocarcinoma.