The results revealed that in the tumor group, epithelial cells specifically interacted with endothelial cells through the VEGF signaling pathway by binding to the receptor VEGFR on endothelial cells, potentially promoting the formation of new blood vessels. The gene discussed is KDR; the disease is neoplasm.