BMI: body mass index; AF: atrial fibrillation; HD: hemodialysis, eGFR: estimated glomerular filtration rate; LVEF: left ventricular ejection function; BNP: brain natriuretic peptide; ACS: acute coronary syndrome. The gene discussed is NPPB; the disease is acute coronary syndrome.