However, in the late stage of liver fibrosis or liver cirrhosis, IFN-γ increased less than IL-4, which led to the lower ratio of IFN-γ/IL-4 in the F5–6 group versus the F1–2 and F3–4 groups. The gene discussed is IFNG; the disease is cirrhosis of liver.