We next undertook multivariate analyses to evaluate independent associations of Cd and diabetes with quantitative kidney tubular and glomerular functions reflected by the β2M excretion rate, Alb excretion rate and eGFR. The gene discussed is ALB; the disease is diabetes mellitus.