Moreover, among the 28 genes linked to the IFN pathways and Role of Hypercytokinemia/hyperchemokinemia, their directional changes align with an increase in viral infection (Supplementary Material Table S2). This evidence concerns the gene IFNA1 and viral infectious disease.