Subgroup analyses showed that although gender, hypertension, TG, and ALT subgroups had some effect on the association between CALLY and anemia prevalence, they did not fundamentally alter the negative association between the CALLY index and anemia risk. This evidence concerns the gene GPT and Hypertension.