In determining the relevance of the above paradigm to our findings, we found that among the cytokines measured in our panel, the release of IL-1β, IL-6, MIP-1α and GM-CSF in ex vivo influenza-challenged PBMC was significantly increased in older compared to young adults. This evidence concerns the gene IL1B and influenza.