Herein, we screened several natural compounds using a luciferase activity assay, and selected ebractenoid F as a candidate compound, because it showed strong inhibitory activity against CHI3L1 and has notable cytotoxic effects against lung cancer cells. The gene discussed is CHI3L1; the disease is lung cancer.