The optimal 2-gene signatures combine an interferon-stimulated gene (ISG) that is strongly induced in COVID-19, such as IFI6, with another immune response gene that is more strongly induced in other viral ARIs, such as GBP5. Here, IFI6 is linked to COVID-19.