CSF3 and ventilator-associated pneumonia: More recently, TNF-receptor 1 (TNFRI) and granulocyte colony-stimulating factor (GCSF) have been discovered as promising optimal biomarkers at the day of VAP diagnosis (ROC-AUC of 0.96, with excellent sensitivity).