“…Since Cr is the balance of creatinine released from skeletal muscle and is removed by the kidneys, it is possible that the variables currently included in GFR prediction equations, such as age, gender, height, weight and ethnicity, are employed because they are important determinants of muscle mass [8] as well as independent predictors of kidney function. Although previous studies have used body composition to estimate kidney function [9][10][11][12][13][14], none of them have investigated the mediating relationship between the commonly used demographic/anthropometric predictor variables with Cr and GFR, which requires simultaneously investigating relationships between: (i) demographic/anthropometric variables and muscle mass; (ii) demographic/anthropometric variables and GFR; and (iii) muscle mass and GFR, using hierarchial multiple regression analyses. Thus, the first aim of this study was to test the hypothesis that muscle mass mediates a significant proportion of the variance in GFR explained by age, gender, height and weight.…”