In addition, a number of studies have indicated that circulating RBP4 concentrations were associated with renal dysfunction [34–36], and NAFLD has been found to be associated with decreased estimated glomerular filtration rate (eGFR) and/or microalbuminuria [37, 38]. This evidence concerns the gene RBP4 and Abnormal renal physiology.