Our results demonstrated that a large number of inflammatory cytokine genes were up-regulated after IBV infection, such as CXCL10, CD163, and SERPINA3, and these inflammatory cytokines elicit significant pulmonary infiltrates and lung injury, which can further lead to complications such as fatal pneumonia. Here, CD163 is linked to susceptibility to pneumonia measurement.