This positive association persisted even after adjusting for a multitude of covariates such as diabetes, hypertension, smoking, BMI, etc. The significant association between constipation and ACR highlights the need for clinicians to monitor urinary albumin levels in patients with constipation. This evidence concerns the gene ALB and Hypertension.