In this study, we established a COVID-19-related CS model with LPS in vitro and in vivo, and the results demonstrated that baicalin could effectively inhibit the elevation of TNF-α, attenuate pulmonary inflammatory infiltration and suppress CS, which was consistent with the results of the above network analysis and molecular docking. This evidence concerns the gene TNF and COVID-19.