Simulating the process of malignant transformation.

A computationally efficient method for the simulation of carcinogenesis is presented. The underlying model for the process is the two-mutation clonal expansion model with explicit consideration of stochastic growth of malignant tumors. The usual likelihood-based methods of analysis ignore the growth kinetics of malignant tumors. The effect of this oversight on estimation of parameters is explored by simulation.