Alternative methods to animal testing are used in fundamental and clinical research, for the realization of studies for regulatory purposes, and also screening operations in the development of new molecules. They are based on in vitro (cell models) or in silico (mathematical models) replacement methods. They have been largely promoted by the 3Rs rule (Replace, Reduce, Refine) which aims at regulating animal experimentation. For biomedical research, these different methods are valuable tools for better understanding the physiology of organisms and the mechanisms of the effects of chemicals and physical agents on them.