 Metabolomics is a field of study that uses advanced technology to measure the chemical makeup of biofluids and tissue samples. This information can be used to develop new diagnostic tools and medicine, as well as to identify potential biomarkers associated with disease or drug response. Technological advancements in nuclear magnetic resonance, NMR, and mass spectrometry, MS, have enabled researchers to collect more data from each biological sample, which requires faster and more accurate statistical and bioinformatics tools to analyze it. This review provides an overview of the most common analytical methods used in metabolomics, ranging from data processing to pathway analysis and biomarker identification. Additionally, the integration of metabolomic profiles with molecular data from other high-throughput biotechnologies is discussed. This article was authored by Arnold Ilonso, Arnold Ilonso, Sarah E. Marshall, and others. We are article.tv. Links in the description below.