We conducted subgroup analyses stratified by age, gender, race, PIR, education, BMI, TC, TG, ALT, AST, hypertension, diabetes, CVD, CKD, cancer, smoking, and alcohol in order to evaluate the consistency of the association between the CALLY index and anemia in various subgroups. Here, GPT is linked to chronic kidney disease.