In the most parsimonious model (Additional file 1: Table SIII), age at diabetes diagnosis, HbA1c, current smoking, ln(plasma NT-proBNP), angina and peripheral arterial disease were independent risk factors for MI (p ≤ 0.007). This evidence concerns the gene NPPB and angina pectoris.