In univariate analysis, older age, male sex, BMI, diabetes, hypertension, low albumin levels, high globulin levels, and intermediate to high probability of liver fibrosis according to the NFS, FIB-4, and FIB-8 were significantly associated with a higher risk of severe COVID-19. Here, ALB is linked to diabetes mellitus.