Drug metabolism is studied using various in vitro and in vivo models. These include liver microsomes, hepatocytes, and animal models, alongside advanced techniques like mass spectrometry and high-performance liquid chromatography (HPLC). These methods help identify metabolic pathways, enzyme interactions, and potential toxic metabolites.