Closed-loop neurostimulation for epilepsy leads to improved outcomes when stimulation episodes are delivered during periods with less epileptiform activity
Anderson, D. N.; Charlebois, C. M.; Smith, E. H.; Davis, T. S.; Peters, A. Y.; Newman, B. J.; Arain, A. M.; Wilcox, K. S.; Butson, C. R.; Rolston, J. D.
Show abstract
In patients with drug-resistant epilepsy, electrical stimulation of the brain in response to epileptiform activity can make seizures less frequent and debilitating. When effective, this therapy, known as closed-loop responsive neurostimulation (RNS), produces long-lasting changes in brain dynamics that correlate with clinical outcomes. Since periods with frequent epileptiform activity are less conducive to neuroplasticity, we hypothesize that stimulation timing, specifically stimulation during brain states with less epileptiform activity, is critical in driving long-term changes that restore healthy brain networks. To test this, we quantified stimulation episodes during low- and high-risk epochs--that is, stimulation during periods with a low or high risk of generating seizures and less or more epileptiform activity--in a cohort of 40 patients treated with RNS. Patients were categorized into three groups: super responders (>90% reduction, n=10), intermediate responders ([≥] 50% reduction and [≤] 90% reduction), n=19, and poor responders (<50% reduction, n=11). As hypothesized, in this retrospective study, seizure reduction (median 64.6% reduction at last follow-up) was correlated with more frequent stimulation during low-risk periods compared with high-risk periods. Additionally, stimulation events were more likely to be phase-locked to prolonged episodes of abnormal activity for intermediate and poor responders when compared to super responders, consistent with the hypothesis that improved outcomes are driven by stimulation during low-risk states. These results suggest that stimulation during low-risk periods may more readily induce plasticity that, in turn, facilitates network changes leading to long-term seizure reduction. One Sentence SummaryIncreased stimulation during periods of reduced seizure risk corresponds with improved therapy in responsive neurostimulation for epilepsy.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Synchronizability predicts effective responsive neurostimulation for epilepsy prior to treatment 96%
- Stimulation better targets fast ripple generating networks in super-responders to the responsive neurostimulator system (RNS) 95%
- Pathological neurons generate ripples at the UP-DOWN transition disrupting information transfer 95%
Similar papers in this journal
- Cell-type specific responses to single-pulse electrical stimulation of the human brain 95%
- Low frequency stimulation for seizure suppression: identification of optimal targets in the entorhinal-hippocampal circuit 94%
- Pre-stimulus Brain States Predict and Control Variability in Stimulation Responses 94%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.