They were more likely to have a history of DN, CVD, and fractures, along with lower levels of serum phosphate, PTH, albumin, creatinine, hemoglobin, and magnesium, and higher levels of serum calcium, CRP, and ALP. This evidence concerns the gene PTH and liver dysplastic nodule.