The greater cytokine induction observed in IAV-ΔNS1 infection is likely due to the increased levels of viral replication without NS1 (i.e., increased “frequency” of NS1-negative infected cells), leading to more IFN-producing cells. The gene discussed is IFNA1; the disease is infection.