Pathway enrichment analysis of the mutated gene sets obtained from pseudotime analysis of CNV cancer cells in the three developmental states revealed that cancer-related pathways such as the TNF signaling pathway and apoptosis pathway were downregulated in State 1, suggesting that State 1 may represent the initial stage of tumor development (Figure 2D). The gene discussed is TNF; the disease is cancer.