Here, we consider two models of DUX4 expression in FSHD myocytes, a deterministic model of FSHD cell states we call the compartment model, and a stochastic model of gene expression we call the promoter switching model. This evidence concerns the gene DUX4 and facioscapulohumeral muscular dystrophy.