Network pharmacology suggested that the therapeutic effect of SG on COVID-19 may be related to 15 key ingredients such as quercetin and isoliquiritigenin, core targets such as RELA, TP53 and TNF, and signaling pathways such as NF-κB. This evidence concerns the gene TNF and COVID-19.