DSG2 and neoplasm: Genes associated with tumor proliferation such as DSG2 and SPRR3 and genes related to energy metabolism process decreased along the invasion trajectory of the tumor, while the function of tumor progression-related gene BGN and metastasis growth-related gene POSTN gradually increased.