02385nas a2200397 4500008004100000022001400041245007600055210006900131260001300200300001300213490000700226520116000233653001201393653001801405653002201423653002201445653002301467653002401490653002801514653003801542653001101580653002001591653002801611653001301639653002201652653001401674653003601688653003201724653002401756100002401780700002401804700001801828700002001846700001701866856010401883 2015 eng d a1553-735800aA Pan-Cancer Catalogue of Cancer Driver Protein Interaction Interfaces.0 aPanCancer Catalogue of Cancer Driver Protein Interaction Interfa c2015 Oct ae10045180 v113 a
Despite their importance in maintaining the integrity of all cellular pathways, the role of mutations on protein-protein interaction (PPI) interfaces as cancer drivers has not been systematically studied. Here we analyzed the mutation patterns of the PPI interfaces from 10,028 proteins in a pan-cancer cohort of 5,989 tumors from 23 projects of The Cancer Genome Atlas (TCGA) to find interfaces enriched in somatic missense mutations. To that end we use e-Driver, an algorithm to analyze the mutation distribution of specific protein functional regions. We identified 103 PPI interfaces enriched in somatic cancer mutations. 32 of these interfaces are found in proteins coded by known cancer driver genes. The remaining 71 interfaces are found in proteins that have not been previously identified as cancer drivers even that, in most cases, there is an extensive literature suggesting they play an important role in cancer. Finally, we integrate these findings with clinical information to show how tumors apparently driven by the same gene have different behaviors, including patient outcomes, depending on which specific interfaces are mutated.
10aAnimals10aBase Sequence10aBiomarkers, Tumor10aCatalogs as Topic10aChromosome Mapping10aComputer Simulation10aDNA Mutational Analysis10aGenetic Predisposition to Disease10aHumans10aModels, Genetic10aMolecular Sequence Data10amutation10aNeoplasm Proteins10aNeoplasms10aPolymorphism, Single Nucleotide10aProtein Interaction Mapping10aSignal Transduction1 aPorta-Pardo, Eduard1 aGarcĂa-Alonso, Luz1 aHrabe, Thomas1 aDopazo, Joaquin1 aGodzik, Adam uhttp://clinbioinfosspa.es/content/pan-cancer-catalogue-cancer-driver-protein-interaction-interfaces