The present invention relates to a method for in vitro differentiation of monocytes to regulatory macrophages, comprising culturing the monocytes in a medium in the presence of an immunostimulatory nucleic acid. The present invention also provides regulatory macrophages obtainable or obtained by such method and their use in treating inflammatory respiratory diseases, in particular chronic respiratory diseases, such as asthma or chronic obstructive pulmonary disease.