Auer rods are composed of primary granules that have crystallized. These granules contain enzymes such as myeloperoxidase, lysosomal enzymes, and other proteins. The presence of these enzymes can be confirmed through various cytochemical staining techniques, which can help in the definitive identification of Auer rods under the microscope.