SimuCell is an open-source framework for specifying and rendering realistic microscopy images containing diverse cell phenotypes, heterogeneous populations, microenvironmental dependencies and imaging artifacts. SimuCell can generate heterogeneous cellular populations composed of diverse cell types and allows users to specify interdependencies among population, biomarker and cell phenotypes (S. Rajaram et al., Nature Methods 9, 634, 2012). Registration not required.