Lastly, urinary RBP was able to significantly increase the accuracy of a logistic regression model (adjusted for sex, age, SBP, diabetes and albuminuria) in diagnosing eGFR<35 ml/min/1.73m2 (AUC 0,77, 95%CI 0,72–0,81 versus AUC 0,71, 95%CI 0,65–0,75, respectively; p = 0,05). The gene discussed is RBP4; the disease is diabetes mellitus.