We found that influenza-specific IFNγ production by CD4 and perhaps CD8 T cells or the absence of the KLRG1+CD57+ influenza-specific tetramer positive population each independently predict influenza antibody responses upon vaccination. The gene discussed is KLRG1; the disease is influenza.