To demonstrate that cell-specific CNV regulates the expression of genes related to the evolution of angiogenic phenotype in tumor cells, FindMarkers was used to identify CNV marker genes of malignant cell clusters and cell-specific TF regulating the transcriptional expression of genes related to the evolution of angiogenic phenotypes in tumor cells were presented, respectively (Fig. 4E, F). Here, TF is linked to neoplasm.