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). The gene discussed is TTR; the disease is hepatocellular carcinoma.