Importantly, before the initiation of CKD, there might be a phase of glomerular hyperfiltration, significantly associated with hyperinsulinemia, insulin resistance, and obesity [10,11], which might enhance albumin ultrafiltration and excretion [12], and eventually shift to progressive renal function loss, and ultimately kidney failure [13,14]. This evidence concerns the gene ALB and kidney failure.