Researchers study metabolic intermediates using various analytical techniques such as mass spectrometry and nuclear magnetic resonance (NMR) spectroscopy. These methods allow for the identification and quantification of intermediates in biological samples. Advanced computational models and simulations are also employed to predict metabolic pathways and the formation of intermediates, aiding in the assessment of potential toxicity.