That said, however, it is difficult to conclude if identifying CKD stage 5 as a predictor of higher serum leptin levels is relevant for this population at this time because the information on which such an inference may be made is insufficient, necessitating additional studies to complete knowledge gaps. The gene discussed is LEP; the disease is chronic kidney disease.