The obtained data from the current study revealed a significant correlation between positive TGF-β signalling and lymph node metastasis, distant metastasis, tumour stage, and overall survival (p < 0.001). The gene discussed is TGFB1; the disease is metastatic malignant neoplasm in the lymph nodes.