Liquid chromatography–mass spectrometry (LC-MS) has become an essential analytical technique in metabolomics research. It enables scientists to detect and measure a wide range of metabolites in complex biological samples. However, obtaining reliable results requires more than advanced instrumentation. Variations in sample preparation, chromatographic separation, ionization efficiency,...