ALB and ulcer disease: 9 variables (WBC, Hb, ALB, Wagner grade, amputation history, smoking, ABI < 0.4, ulcer duration > 1 month, HbA1c) screened by logistic regression and LASSO regression were used as predictors of major amputation in DFU patients.