Besides ApoB, TG (r = 0.055, p < 0.001), TC (r = 0.042, P < 0.001), and LDL-C (r= 0.027, P < 0.001) were directly proportional to CKD, whereas HDL-C (r = −0.039, P < 0.001) and AopA-I (r = −0.037, P < 0.001) was negatively associated with CKD prevalence. Here, APOB is linked to chronic kidney disease.