Objectives: Precision nutrition aims to tailor dietary recommendations to improve prevention and management of cardiometabolic diseases. Advances in omics, digital monitoring, and computational modeling enable characterization of metabolic responses to diet and support personalized prevention. This presentation summarizes findings from our research program on biological mechanisms and predictors of dietary responses relevant to cardiometabolic health.