AGER and MST1 exhibited the highest frequency among the mediating networks, offering potential targets for CAD prevent and treatment, especially in individuals with obesity and unhealthy lifestyle factors. Here, MST1 is linked to obesity due to melanocortin 4 receptor deficiency.