Some biomarkers to predict the occurrence of VAP such as serum levels of C-reactive proteins and of procalcitonin were lacking in our cohort mostly for influenza patients, and these covariates could not therefore be considered in the various models. Here, CRP is linked to ventilator-associated pneumonia.