Fast-breeding zebrafish, combined with fluorescent tagging, could be a powerful way to find new cancer drugs. This study tested >3,800 drugs in high-throughput fashion and found that retinoic acid, best known as an acne treatment, may be effective for adenoid cystic carcinoma.