In conclusion, plasma chemokines and cytokine levels prior to or in the first few days post-influenza vaccination may be predictive of serological responses to vaccination, with changes in IFN-γ, IL-17A, and IL-15 post-vaccination possibly indicative of the activation of cell-mediated immunity. Here, IFNG is linked to influenza.