During CKD disease progression (and potentially ACS), research shows that hyperleptinemia is observed in humans, due to reduced renal clearance of leptin and that this is associated with concomitant inflammation and loss of LBM [26]. This evidence concerns the gene LEP and chronic kidney disease.