Male sex, age of ≥60 years, smoking, abnormal ECG findings, left bundle branch block, LA enlargement, moderate to severe mitral regurgitation, and BNP/NT-proBNP and cTnI elevation were significantly associated with MACE in the univariate analyses. This evidence concerns the gene NPPB and mitral valve insufficiency.