These findings were further substantiated by KEGG analysis, which revealed a significant upregulation of pathways associated with stress adaptation, immune regulation, and signal transduction, particularly the TGF-β signaling pathway, FoxO signaling pathway, NOD-like receptor signaling pathway, and microRNA pathways in cancer (Fig. 2F, left panel). Here, TGFB1 is linked to cancer.