In the univariate logistic regression, a noteworthy association was identified between LVA and various parameters such as age, hypertension, diabetes, LVEF, LVEDD, white blood cell count, platelet count, HDL, eGFR, NT-proBNP, LAD as the culprit vessel, and the FIB-4 index (Table 3). The gene discussed is NPPB; the disease is diabetes mellitus.