This project developed improved theoretical and simulation techniques that take account of stochastic fluctuations in gene expression and lead to reliable predictions of complex cell behaviors. These techniques and associated models were tested and refined through experimental studies using engineered gene circuits. Through this integrated approach, a hierarchical simulation approach to describe, predict and control complex gene networks in living cells are developed and incorporated into BioSPICE.