 Metabolomics involves measuring small molecule composition in biofluids in tissues using various techniques, has numerous applications in biological sciences including medicine, and requires advanced statistical and bioinformatic tools to handle the complexity and volume of data generated. This article was authored by Arnoldi Alonso, Arnoldi Alonso, Sarah E. Marshall, and others.