Proteinuria, a known indicator of CKD, was negatively correlated with all three biomarkers (R=-0.56 for EGF; R=-0.8 for PAG1; R=-0.96 for ZFP36, all p-value <0.05) (Figure 5B, 5E, 5H). This evidence concerns the gene PAG1 and chronic kidney disease.