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On February 8-9, 2018, NCI hosted a Cancer Biomarkers Data Commons (CBDC) meeting at the NCI Shady Grove Building, Rockville, MD. The event brought together thought leaders from academia, industry, and government to discuss the proposed platform that could mitigate persistent problems in biomarker research and accelerate biomarker development.