Therefore, some researchers have noted that baseline serum levels of pro-inflammatory cytokine (TNF-α) were significantly higher in PBC patients with advanced disease (stage III/IV) than in PBC patients with early disease (51). The gene discussed is TNF; the disease is primary biliary cholangitis.