A long-term prospective cohort study is needed in the future, particularly to address the hypotheses our current study did not support; for example, the association between high cIMT, high FGF23, and poor MBD control, involving all MBD parameters, as shown in Fig. 1. Here, FGF23 is linked to Marchiafava-Bignami disease.