Extracting consistent knowledge from highly inconsistent cancer gene data sources

Background Hundreds of genes that are causally implicated in oncogenesis have been found and collected in various databases. For efficient application of these abundant but diverse data sources, it is of fundamental importance to evaluate their consistency.