IRF7 and viral infectious disease: Through key node analysis within the PPI network, we identified pivotal hub genes (EPSTI1, IFIH1, IFIT5, IRF1, IRF7, MX1, OASL, PARP14, RSAD2, and USP18), with significant implications for the host’s immune response to viral infections.