Overall, our findings of a positive association between plasma leptin and CKD are in agreement with these previous studies; in addition, we were able to study a large multiethnic sample that includes both men and women and also adjusts for multiple confounders such as BMI, diabetes, hypertension, lipid levels, and C-reactive protein. This evidence concerns the gene CRP and Hypertension.