Germ-line mutations in components of the Ras/MAPK pathway result in developmental disorders called RASopathies, affecting about 1/1,000 human births. Rapid advances in genome sequencing make it possible to identify multiple disease-related mutations, but there is currently no systematic framework for translating this information into patient-specific predictions of disease progression. As a first step toward addressing this issue, we developed a quantitative, inexpensive, and rapid framework that relies on the early zebrafish embryo to assess mutational effects on a common scale. Using this assay, we assessed 16 mutations reported in MEK1, a MAPK kinase, and provide a robust ranking of these mutations. We find that mutations found in cancer are more severe than those found in both RASopathies and cancer, which, in turn, are generally more severe than those found only in RASopathies. Moreover, this rank is conserved in other zebrafish embryonic assays and Drosophila-specific embryonic and adult assays, suggesting that our ranking reflects the intrinsic property of the mutant molecule. Furthermore, this rank is predictive of the drug dose needed to correct the defects. This assay can be readily used to test the strengths of existing and newly found mutations in MEK1 and other pathway components, providing the first step in the development of rational guidelines for patient-specific diagnostics and treatment of RASopathies.T he Ras/MAPK (rat sarcoma/mitogen-activated protein kinase) signaling pathway is involved in essentially all aspects of organismal development, from the first cell divisions in the early embryo to postnatal development and growth (1-3). Given its critical function, it is not surprising that deregulated Ras/ MAPK signaling, resulting from either genetic or environmental perturbations, can lead to developmental abnormalities. A large class of such abnormalities, known as RASopathies, is associated with activating germ-line mutations in many components of the Ras pathway (4). Estimated to affect 1/1,000 human births, these abnormalities are characterized by a broad spectrum of phenotypes, including cardiac defects, craniofacial dysmorphisms, and neurocognitive delays (4). Although the origins of these phenotypes are still poorly understood, studies of model organisms show that many of the observed structural and functional defects can indeed be mimicked by targeted introduction of mutations found in RASopathies (5). Hundreds of such mutations have already been identified, and many more are likely to be discovered by the sequencing of affected individuals (6).Importantly, these studies identify new mutations in the very same components that are mutated in cancer and have been extensively studied both in vitro and in vivo (7-9). In particular, multiple new mutations were identified in MEK1, a MAPK kinase (10) and an important target for anticancer therapeutics (11)(12)(13)(14)(15)(16)(17)(18)(19). Because it is commonly believed that cancer mutations would be embryonic lethal when inherited through t...