Male sex, chronic kidney disease, desaturation, dyspnoea as well as lymphocytes count, CRP and serum creatinine at admission were included in a multivariate binary logistic regression model to identify associated factors of death (Table 4). This evidence concerns the gene CRP and chronic kidney disease.