Analyzing CD8+ PBMC populations for prevalence of the CD38+HLA-DR+PD-1+ phenotype along with determining the profiles of IAV-peptide induced IFNγ production might be informative in understanding the outcome of severe influenza disease. This evidence concerns the gene CD38 and influenza.