After adjusting for age, BMI, and diabetes duration in the multivariable model, CD38, NAMPT, and SIRT1 remained strong independent predictors of albuminuria, confirming that their associations were not confounded by these clinical covariates. This evidence concerns the gene SIRT1 and diabetes mellitus.