Chapitre 4International audienceThe metabolomeis the set of small molecular weight compounds found in biological fluids and metabolomics/metabonomics is known as the large-scale, qualitative, and quantitative study of all metabolites in a given biological system. It is a data-driven approach combining analytical chemistry, biostatistics, informatics, and biochemistry. It complements tools already available to biologists for the characterization of gene functions, that is, transcriptomics and proteomics. After having been mostly used by analytical chemists and chemometricians, metabolomics is now part of the tools available to biologists working in the fields of agronomy, environmental sciences, and medicine. The aim of this review is to add...