Randomized phase III trials have established new standards of care for advanced biliary cancer, HER2-positive advanced gastric or gastro-esophageal junction cancer, and preliminarily, for metastatic pancreatic cancer. There is now a validated predictive biomarker to guide use of adjuvant chemotherapy in patients with stage II colon cancer.