Table 5 shows that the positive associations between serum adiponectin, serum leptin, LAR and CKD were consistently present within subgroups stratified by gender, ethnicity, BMI, diabetes and hypertension status (all P-interaction >0.5). Here, LEP is linked to diabetes mellitus.