In summary, host signatures associated with robust antibody response are largely conserved at a global level in the peripheral blood between influenza vaccination and infection in that they stimulate a strong IFN-driven pro-inflammatory response, initiate antigen presentation, and activation of CD4+ T-cells and B-cells early in the course of exposure. The gene discussed is CD4; the disease is influenza.