Our data support a model in which influenza virus infection, through induction of IFN-β and its downstream effects on transcriptional regulation, establishes a trained state of immunosuppression in macrophages that leads to more severe 2° bacterial infection. This evidence concerns the gene IFNB1 and bacterial infectious disease.