COL1A1 and neoplasm: Among these 12 DEGs of interest, higher expression levels of CTHRC1, APCDD1L, COL1A1, VCAN, TNC, and MMP14 were significantly associated with larger tumor size, cervical lymph node metastasis, advanced clinical stage, and aggressive histological type of PTC.