The levels of cytokines, such as IL-10, IL-2, IL-4, IL-6, IFN-γ, and GM-CSF in PBC patients who developed liver failure, were significantly reduced, and the difference in IL-2 between the two groups was statistically significant (P=0.028). The gene discussed is IL6; the disease is liver failure.