In addition, many iron deficiency indicators associated with frailty, such as serum ferritin [45], soluble transferrin receptors (sTfR) [46] or transferrin saturation [47], were not studied in the NHANES database in the elderly. Here, TF is linked to Iron deficiency anemia.