History of hypertension, smoking history, 1 higher logarithmic NT-proBNP (Log10 NT-proBNP), 1 standard deviation (1SD) higher LVEF, and 1 higher Log10 MPO were significantly associated with LAVI ≥ 34 mL/m2. The gene discussed is NPPB; the disease is hypertensive disorder.