However, the ability to predict the response to influenza vaccination by examining only the influenza-specific population of KLRG1+CD57+ CD8 T cells but not the total CD8 T cell pool leads us to suggest that these observations may reflect a specific effect of multiple rounds of exposure to influenza. This evidence concerns the gene B3GAT1 and influenza.