The model was than displayed as a nomogram, including seven significant independent risk factors: heart rate > 100 bpm, SBP ≥ 160 mmHg, pleural effusion, ischemic cerebrovascular disease, anemia, eGFR < 60 mL/min, and abnormal cTnT levels. This evidence concerns the gene TNNT2 and Pleural effusion.