In the initial stages of tumor initiation, genes associated with proliferation and the cell cycle are typically activated (e.g., CDK4, CDK6, Ki67); conversely, in the advanced stages of the tumor, the expression levels of genes related to invasion and metastasis significantly increase (e.g., MMP2, ADAM9, SOX8). The gene discussed is SOX8; the disease is neoplasm.