Figure 1

Diagram of the tranSMART system. Public and private data from multiple modalities (e.g.: gene expression, SNP, protein expression, etc) and areas (clinical and pre-clinical) are aligned to standard ontologies and curated and undergo ETL processing to be stored in a central data warehouse. A variety of user interfaces are implemented based on open-source components to enable data query, analysis and mining.