TNF and hepatocellular carcinoma: On the contrary, a study of 97 HCC patients showed that patients with advanced disease (stage III and IV, according to the TNM classification [43]) did not have a higher expression of TNF-α in HCC tumor samples compared with those with TNM stage I and II [44].