Methods: To delve into the therapeutic mechanisms of G. pentaphyllum, we identified 59 active compounds and predicted 408 protein targets, of which 19 overlapped with COVID-19-associated genes, including IL1B, IL6, TNF, ACE, and REN. The gene discussed is TNF; the disease is COVID-19.