Thus, the intended purpose of this sub-study was to uncover novel relationships between mineral metabolism-related biomarkers (calcium, phosphate, PTH, vitamin D, FGF23, and α-klotho) and subclinical carotid atherosclerosis in T1D subjects who were free of renal impairment and previous cardiovascular events. Here, FGF23 is linked to carotid atherosclerosis.