Unbiased survival analysis indicates that high N/OFQ:OPRL1 activity correlates with better survival in HNSCC and skin cutaneous melanoma (SKCM) but may worsen outcomes in hepatocellular carcinoma. Here, OPRL1 is linked to head and neck squamous cell carcinoma.