Here, we combine ordinary differentiation equation models with stochastic gene expression models to construct a tuneable in silico simulation of DUX4 regulation in FSHD cell culture, both in unfused myocytes and syncytial multinucleated myotubes. This evidence concerns the gene DUX4 and facioscapulohumeral muscular dystrophy.