Abi et al. studied the association between leptin levels and resting energy expenditure (REE) in a CKD stage 3–5 KDIGO population without hemodialysis and found a positive correlation of leptin and REE independently of sex-energy expenditure was greater with higher leptin levels [36]. Here, LEP is linked to chronic kidney disease.