However, in the multivariate analysis, only 7 factors were independent risk factors for hospital mortality: increased numbers of comorbidities and diabetes-related complications; elevated CRP, neutrophil to lymphocyte ratio (NLR, calculated by division of neutrophils by lymphocytes measured in peripheral blood), BNP and blood lactate; as well as decreased blood pressure. This evidence concerns the gene NPPB and diabetes mellitus.