In patients with CKD, the expression of PPARα is positively correlated with renal function indicators such as the estimated glomerular filtration rate (eGFR), suggesting that PPARα may play an important role in maintaining renal function and has great potential as a biomarker [119]. Here, PPARA is linked to chronic kidney disease.