Overall, this model, including age, gender, systolic blood pressure, diabetes, hip circumference, vitamin D, apolipoprotein-A, apolipoprotein-B, hypertension, and smoking, explained 22% of the variance in cIMT in the UK Biobank population. Here, APOB is linked to hypertensive disorder.