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This 4-day meeting brings together experts in nutrition, metabolomics, systems biology, and computer science who otherwise would not interact to advance our fundamental understanding of biological networks, their dynamics, changes with age and interactions with nutrients. Importantly, this meeting will also encourage future research to identify next generation biomarkers for assessment of nutrient needs in health and disease.