Furthermore, the gender of men and some diseases such as diabetes and hypertension were also considered classic risk factors for coronary artery disease proven in the literature.21 This study revealed a new point that serum ALT level is a potential factor in predicting the presence of obstructive CAD through the support vector machine model (Figure 2). Here, GPT is linked to Hypertension.