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. The gene discussed is ALB; the disease is Iron deficiency anemia.