To sum up, seven DEGs, DCN, CCL21, IGJ, CXCL14, FCN3, LAMA2, and NPY1R might play anticancer roles in HCC, whose progressive down-regulation in the liver might promote the initiation of HCC and even venous metastasis. Here, DCN is linked to hepatocellular carcinoma.