Litcius/Paper detail

Comprehensive two‐dimensional gas chromatography as a boosting technology in food‐omic investigations

Federico Stilo, Carlo Bicchi, Stephen E. Reichenbach, Chiara Cordero

2021Journal of Separation Science37 citationsDOI

Abstract

This review focuses on the role that comprehensive two-dimensional gas chromatography can play within the investigation workflows of food-omics and related disciplines and subdisciplines, including food metabolomics, nutrimetabolomics, sensomics, and food safety. After a short introductory survey, discussing the intriguing context of system biology and integrationist approaches of investigation, the concepts of analytical dimensions and the key characteristics of comprehensive two-dimensional gas chromatography are introduced. Through a selection of relevant examples, the boosting role of comprehensive two-dimensional gas chromatography within food-omics is described, providing to the reader evidence of how comprehensive multidimensional separations based platforms have introduced new concepts and tools in the analytical measurement of complex biological samples.

Topics & Concepts

WorkflowBoosting (machine learning)Context (archaeology)Gas chromatographyComputer scienceMetabolomicsBiochemical engineeringData scienceChemistryChromatographyBiologyArtificial intelligenceEngineeringDatabasePaleontologyAnalytical Chemistry and ChromatographyBiochemical Analysis and Sensing TechniquesAdvanced Chemical Sensor Technologies