Compared to healthy controls, the plasma levels of IL-6 and TNF-α rose significantly in CKD stage 2-5 patients, and multiple linear regression analysis showed that plasma TNF-α was negatively correlated with eGFR [91]. This evidence concerns the gene TNF and chronic kidney disease.