In univariate analysis, older age, male gender, the Charlson comorbidity index > 1, renal failure, increased C-reactive protein, SpO2/FiO2 ratio < 3.70 and increased respiratory rate were all associated with in-hospital mortality (Table 4). This evidence concerns the gene CRP and acute kidney injury.