In stage 7 (sm b stage), PI3K-AKT signaling and EMT signaling (e.g., AKT2/3, COL2A1, etc.)were dominant, of which EMT signaling is involved in tumor-initiation and motility39. Here, COL2A1 is linked to neoplasm.