In the univariate model, patients having diabetic complications including neuropathy and CKD, those with higher logTG, LDL cholesterol, fasting glucose, and those under medications such as CCB and insulin were associated with significantly greater risks of nonfatal CHD (Table 2). Here, INS is linked to chronic kidney disease.