Longitudinal studies of CKD patients have identified both modifiable and non-modifiable risk factors of CKD progression, including age, sex, race, hypertension, urinary albumin excretion (UAE), diabetes, low HDL-cholesterol, and the underlying cause of nephropathy [2]–[5]. The gene discussed is ALB; the disease is chronic kidney disease.