This increased fracture risk in hemodialysis patients was associated with several factors, including time after KRT initiation, advanced age, comorbidities such as diabetes mellitus and liver cirrhosis, and metabolic disturbances like elevated PTH levels and chronic acidosis [31]. This evidence concerns the gene PTH and diabetes mellitus.