Studies have also noted higher FGF-23 concentrations in Ps patients compared to healthy subjects, as well as an association between elevated FGF-23 concentrations and a higher prevalence of insulin resistance, dyslipidemia, and atherosclerosis [153,154,155,156]. This evidence concerns the gene FGF23 and atherosclerosis.