Despite its potential, metabolomics faces several challenges, including the complexity of data interpretation, the variability in biological samples, and the need for standardized protocols. Moreover, the integration of metabolomic data with other omics technologies and traditional toxicological data remains a significant hurdle. Overcoming these challenges is crucial for fully realizing the potential of metabolomics in toxicology.