The NCI’s Clinical Proteomic Tumor Analysis Consortium (CPTAC) program, in partnership with DREAM Challenges, recently announced the NCI-CPTAC DREAM Proteogenomics Challenge. The aim of the challenge is to encourage the generation of computational methods for extracting information from the cancer proteome and for linking those data to genomic and transcriptomic information.