Implanting intracranial electrodes does not affect spikes or network connectivity in nearby or connected brain regions

Author:

Conrad Erin C.1,Shinohara Russell T.234,Gugger James J.1,Revell Andrew Y.5,Das Sandhitsu1,Stein Joel M.6,Marsh Eric D.17,Davis Kathryn A.1,Litt Brian1

Affiliation:

1. Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA

2. Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA, USA

3. Penn Statistics in Imaging and Visualization Center, University of Pennsylvania, Philadelphia, PA, USA

4. Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, USA

5. Medical Scientist Training Program, University of Pennsylvania, Philadelphia, PA, USA

6. Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA

7. Division of Child Neurology, Children’s Hospital of Philadelphia, Philadelphia, PA, USA

Abstract

Abstract To determine the effect of implanting electrodes on electrographic features of nearby and connected brain regions in patients with drug-resistant epilepsy, we analyzed intracranial EEG recordings from 10 patients with drug-resistant epilepsy who underwent implant revision (placement of additional electrodes) during their hospitalization. We performed automated spike detection and measured EEG functional networks. We analyzed the original electrodes that remained in place throughout the full EEG recording, and we measured the change in spike rates and network connectivity in these original electrodes in response to implanting new electrodes. There was no change in overall spike rate pre- to post-implant revision (t(9) = 0.1, p = 0.95). The peri-revision change in the distribution of spike rate and connectivity across electrodes was no greater than chance (Monte Carlo method, spikes: p = 0.40, connectivity: p = 0.42). Electrodes closer to or more functionally connected to the revision site had no greater change in spike rate or connectivity than more distant or less connected electrodes. Changes in electrographic features surrounding electrode implantation are no greater than baseline fluctuations occurring throughout the intracranial recording. These findings argue against an implant effect on spikes or network connectivity in nearby or connected brain regions.

Funder

National Institute of Neurological Disorders and Stroke

National Institute of Mental Health

American Epilepsy Society

Intellectual and Developmental Disabilities Research Center

Pennsylvania Tobacco Fund

Thornton Foundation

The Mirowski Family Foundation

Jonathan and Bonnie Rothberg

Publisher

MIT Press

Subject

Applied Mathematics,Artificial Intelligence,Computer Science Applications,General Neuroscience

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