Kim and colleagues tested 230,000 synthetic small molecules in a panel of 91 lung cancer-derived cell lines, identifying coatomer complex I (COPI) as necessary for the survival of LKB1/KRAS double mutant NSCLC. Here, STK11 is linked to lung cancer.