The current application relates to a pharmaceutical composition for the treatment or amelioration of a neurological disease, wherein the composition comprises a therapeutically effective amount of a caspase-6 inhibitor which is an arylpropynamide derivative. The composition can be formulated for oral or topical administration, subcutaneous, intravenous, or intramuscular injection, infusion, inhalation, or intrthecal injection.