Methods of treating neurological disorders characterized by extensive demyelination and/or axonal loss are provided. Examples of such disorders include secondary progressive multiple sclerosis and Devic's disease. The disclosed methods include administering to a subject having such a disorder a therapeutically effective amount of, for example, dimethyl fumarate or monomethyl fumarate.