In general, we found DCN, IGJ, CXCL14, FCN3, and NPY1R were significantly down-expressed, while SFRP4 and COMP were up-expressed in HCC samples with distinct genders, ages, stages, and grades, compared with normal liver samples (P < 0.05). This evidence concerns the gene SFRP4 and hepatocellular carcinoma.