Nonetheless, a study of 83 HCC patients with early-stage HCC (TNM stage I) showed that patients with a higher TNF-α expression in tumor tissue had a lower risk of recurrence and mortality compared with those with a lower TNF-α expression [45]. The gene discussed is TNF; the disease is hepatocellular carcinoma.