Besides, morphological criteria for defining early stage HCC, such as stromal invasion, small cell dysplasia, CD34 expression, loss of reticulin, presence of pseudoglands, the thickness of liver cell plates, and cell density also exist in high-grade dysplastic nodules without a clear boundary between them 65. This evidence concerns the gene CD34 and hepatocellular carcinoma.