Collectively, our data indicate that pre-existing vaccine-specific immunity and to a lesser degree an individual’s vaccination history determine the responsiveness to seasonal influenza vaccination on the levels of vaccine-specific CD4 T cells and that CD4 T cell activation is required for the emergence of corresponding antibodies. The gene discussed is CD4; the disease is influenza.