Higher SAF was significantly related to lower 25(OH)D3, lower eGFR, male sex, higher age, BMI and CRP, more coffee consumption, current smoker, diabetes, use of more medications, and longer time interval between measurements. The gene discussed is CRP; the disease is diabetes mellitus.