We also identified that CKD individuals have higher BMI, SBP, BUN, serum creatinine, HbA1c, glucose, triglyceride, and CRP levels, but lower hemoglobin, ALT, eGFR, TC, albumin levels. This evidence concerns the gene GPT and chronic kidney disease.