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Language and memory impairment is frequently observed in subjects taking topiramate, despite its efficacy. Graph theory approach was applied to evaluate network abnormalities, showing a lower performance in local efficiency of brain networks and relevant hubs losses, suggesting a negative impact of topiramate in functional brain connectivity.