Fig. 1. Considerations for using big data in translational applications and basic research.

Clinical decisions, basic research and the development of new therapies should consider two orthogonal dimensions when leveraging big-data resources; integrating data across many data modalities and integrating data from different cohorts, which may include the transfer of knowledge from pre-existing datasets.