These modifiable risk factors include hypertension, diabetes, smoking, abdominal obesity, psychological index, lack of exercise, lack of fruits and vegetables, apolipoprotein B/apolipoprotein A1 (ApoB/ApoA1) ratio, and the use of alcohol. This evidence concerns the gene APOA1 and diabetes mellitus.