A three-dimensional multiparametric system of ordinary differential equations, arising in the theory of genetic networks, is considered. Examples of chaotic behavior are constructed using the methodology by Shilnikov. This methodology requires the existence of saddle-focus points satisfying some additional conditions. As the result, rich dynamical behavior of solutions can be observed, including chaotic behavior of solutions.