In addition to non-modifiable variables (male sex) and traditional risk factors for CAD (TC, HDL, EF, NT-proBNP, and TnI) of the individual patient, blood routine levels including HCT and NE%, were also predictors in the machine learning model. Here, NPPB is linked to coronary artery disorder.