Female gender, estimated glomerular filtration rate, age, physical activity, and smoking are positively associated with urinary nitrates whereas urine albumin/creatinine ratio, body mass index, and diabetes were inversely associated with urinary nitrates. This evidence concerns the gene ALB and diabetes mellitus.