An international team has completed the most comprehensive study of whole cancer genomes to date, significantly improving our fundamental understanding of cancer and signposting new directions for its diagnosis and treatment. The Barcelona Supercomputing Centre has been involved from the initial stages of this project, and has contributed with the analysis of data, with the design of specific computing solutions for cancer genomics, as well as in the answering of specific questions related to with the biology of tumors.