In unadjusted (n = 101), adjusted (n = 101), and adjusted in participants without UTI (n = 94) models, urinary MMP-9/UCr was the only statistically significant variable in albumin concentration and ACR. This evidence concerns the gene ALB and bacterial urinary tract infection.