Serum creatinine, which is an indicator for CKD, has a strong positive correlation with the individual GMF related to the circulation-respiratory pathways, the reactive oxygen species and HbA1c production pathways and negative correlation to the individual GMF related to the albumin-ACR pathways. This evidence concerns the gene ALB and chronic kidney disease.