In addition, the efficacy of various serum biomarker such as the neutrophil to lymphocyte ratio, pro-adrenomedullin, prohormone forms of atrial natriuretic peptide, and heparin-binding protein for mortality prediction have been demonstrated in pneumonia patients54–56. The gene discussed is AZU1; the disease is pneumonia.