We also investigated the relationship between FGF23 and the development of anemia in several subgroups stratified by age, sex, presence of diabetes, SBP, BMI, CCI, eGFR, albumin, 1,25(OH)2 vitamin D, CRP, and iron deficiency status. Here, ALB is linked to anemia (phenotype).