SPS is a rare disorder that can mimic other neuro-inflammatory disorders. Multiple sclerosis (MS) can present with similar symptoms to SPS. Five patients with SPS misdiagnosed with multiple sclerosis are described. Atypical MS features should prompt consideration of less common disorders like SPS.