Disclosed herein are methods of treating an individual suffering from, chronic fatigue syndrome. The methods generally include administration of a therapeutic amount of optically pure (S,S) reboxetine, or a pharmaceutically acceptable salt thereof, to the individual. Embodiments of these methods can diminish adverse side effects.