Compared to alive group, patients in deceased group were more likely to be older, male, Non-Hispanic white/Non-Hispanic black, higher metabolic indexes (including BMI, WC, TG, HbA1c, glucose, insulin, HOMA-IR, and TyG-related indices), higher levels of non-invasive liver fibrosis scores, and more likely to have high sedentary lifestyle, diabetes, and hypertension, while they were less likely to have a higher education (p < 0.017). The gene discussed is INS; the disease is diabetes mellitus.