On May 23, 2017, the US Food and Drug Administration (FDA) granted accelerated approval to pembrolizumab (Keytruda, Merck & Co) for patients with unresectable or metastatic, microsatellite instable-high (MSI-H) or mismatchrepair-deficient(dMMR)solidtumorsthathaveprogressedonpriortherapyandhavenosatisfactorytreatment options. This approval is, to date, the first drug authorized for use based on a molecular biomarker rather than a traditional histopathologic diagnosis. The approval bridges several themes in modern oncologic drug development: the rapidtranslationofhigh-qualitybasicscience,tailoringtherapybasedongeneticsubgroups,andaflexibilityonthepart oftheFDAtoauthorizedrugsbasedonearly,favorabledata.Expertshavehailedtheapprovalasrealizingthepromise of precision oncology, and some have wondered if traditional classification of cancers by site of origin will be supplanted. Adam Feuerstein, a senior biotechnology reporter, asked, "How soon before we no longer refer to breast,lung,coloncancer,butinsteadonlydescribegenetic makeup of cancer?" 1 Indeed, there are other drugs followinginpembrolizumab'sfootsteps.Larotrectinib(LOXO-101, Loxo Oncology)isakinaseinhibitorthathasdemonstrated very high response rates (a measure of tumor shrinkage) in patients with diverse cancers who share a fusion of the tropomyosin receptor kinase (TRK) gene. 2 Although there is much reason for enthusiasm, we believe that broad, tissue-agnostic cancer drug approvals raise 4 considerations for physicians, patients, and payers.First, genetic approvals come with sizable uncertainty as to whether the drug works equally well among all the tumor types that it will be applied to. The approval of pembrolizumab for solid cancers was based on 59 patients treated in a series of uncontrolled phase 2 trials, 3 demonstrating a 46% (27 of 59) objective response rate. Among these 59 patients, 14 cancers were represented. Only 2 had more than 10 patients represented in the sample (endometrial cancer, and biliary cancer), and 7 of 14 cancers had just 1 patient with that particular tumor, including breast and prostate cancer-common malignant abnormalities without prior immunotherapy approval. In the Figure, we contrast the broad scope of the MSI-H approval against the limited number of patients on which it is based. Prior to the approval, drugs like pembrolizumab were already available for the treatment of 34% of cancer patients in America. With the approval, this percentage has expanded, though only 12% of cancer patients were represented by more than 5 patients in the pivotal data; 21% were represented by just 1 to 5 patients, and 24% of patients were not represented at all. Thenumberofpatientsincludedwitheachtumortype isimportantowingtothepotentialinteractionbetweenthe biomarker and the tissue type. Consider the oncogenic