Among the 28 vaccines, most subunit vaccines and all viral vaccines, including three Influenza vaccines (Fluarix, Fluzone, and Vaxigrip), are not directly associated with IFNG; however, they are frequently associated with IFNA1 (IFN-alpha 1). This evidence concerns the gene IFNA1 and influenza.