Influenza vaccine efficacy studies have also supported that post-vaccination HAI titers are positively associated with VE [12, 51, 53], although it has been proposed that such titers should not be used as a surrogate endpoint for reliably inferring VE due to the potential importance of cell-mediated immunity and anti-NA antibodies [12, 14]. This evidence concerns the gene XK and influenza.