Of note, while serum leptin was positively correlated to FTI z-score, the strength of correlation was attenuated in patients with advanced CKD, suggesting that apart from fat mass, other factors may contribute to serum leptin expression in late CKD stages, such as inflammatory cytokine expression (47). This evidence concerns the gene LEP and chronic kidney disease.