Even though further analysis of the ROC curve suggested that counts of CD3+, CD4+, and CD8+ T-cells may be used as predictors of pneumonia in Adv+ patients when combined with CT findings and clinical symptoms, the results should be interpreted with caution and need further research in the light of many factors that may contribute to this condition. This evidence concerns the gene CD4 and pneumonia.