Bridging "Big Data" and Mechanistic Insight To Enable Precision Medicine.

Realizing the promise of precision medicine will require breaking down communication barriers between genomic, screening and literature "big data." We discuss the opportunities and challenges of reconciling data science approaches with the scientific method and the critical role of chemical biologists as a bridge between data and mechanism. Finally we propose next steps on the road to precision medicine and give examples of new tools designed to catalyze these steps.