  The aim of this article is relating the chemical master equation (CME) to the
illness-death model for chronic diseases. We show that a recently developed
differential equation for the prevalence directly follows from the CME. As an
application, we use the theory of the CME in a simulation study about diabetes
in Germany from a previous publication. We find a good agreement between the
theory and the simulations.
