Incorporating information on metabolism, pharmacokinetics, and DNA and protein biomarkers provides a means to integrate these important factors into the risk assessment process. Such data are useful for species to species extrapolation, high-to low-dose extrapolation and PBPK modeling. In addition, these data are critical for understanding the mode of action for chemical carcinogens. Through the use of mass spectrometry, stable isotopes can be used to unequivocally demonstrate pathways of formation of biomarkers and relationships between exogenous and endogenous processes. This paper reviews what has been learned for two carcinogens, vinyl chloride and butadiene. It is clear that such data play major roles in improving the understanding of how chemicals cause cancer, extending the range of data on exposure-response relationships, and examining interspecies differences and inter-individual differences that may affect susceptibility. As such, it is also clear that these data play a critical role in improving the accuracy of risk assessments.