We will investigate the arithmetic properties of the j-invariant of a rank two Drinfeld module having CM by an order of an << imaginary quadratic function field. This talk is based on a joint work with Cécile Armana (Besançon, France), Vincent Bosser (Caen, France) and Fabien Pazuki (Copenhagen, Denmark).