As an irreversible HER2 inhibitor, consistent with its preclinical data, AST1306 not only had benefit to HER2 inhibitor naive breast cancer patients, but also showed potential benefit to HER2 inhibitor pretreated patients. The gene discussed is ERBB2; the disease is breast cancer.