The analysis of the binary logistic regression model (Table 3) revealed that high serum adiponectin level is marginally but significantly associated with increased risk of progression of CAC in patients with pre-dialysis CKD (adjusted OR 2.078, 95% CI 1.014–4.260, p = 0.046). Here, ADIPOQ is linked to chronic kidney disease.