We found that age, total cholesterol, triglycerides, cTnI, THR, TGI, and PIV increase, low LVEF, presence of diabetes mellitus, and smoking have predictive values for STEMI and mortality in patients with acute coronary syndrome (ACS). The gene discussed is TNNI3; the disease is acute coronary syndrome.