Specifically, several pathways related to cytokine and chemokine production pathways, such as the role of hypercytokinemia/hyperchemokinemia in the pathogenesis of influenza, NF-kB signaling, and the TNFR signaling pathway, were detectable at D6, in sequence. This evidence concerns the gene NFKB1 and influenza.