The AMBER force field parameters around the sulfur atom of the thioester moiety were determined by high-accuracy quantum chemical calculations. The atomic charges of acetylcysteine were also calculated. The quantum chemical and molecular mechanical calculations of short peptides including acetylcysteine were carried out, and the results were compared to evaluate the new parameters.