Characterizing the role of the structural connectome in seizure dynamics

Author:

Shah Preya12,Ashourvan Arian12,Mikhail Fadi23,Pines Adam4,Kini Lohith12,Oechsel Kelly23,Das Sandhitsu R3,Stein Joel M5,Shinohara Russell T6,Bassett Danielle S12378ORCID,Litt Brian123,Davis Kathryn A23

Affiliation:

1. Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA

2. Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA, USA

3. Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA

4. Department of Neuroscience, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA

5. Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA

6. Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA

7. Department of Electrical and Systems Engineering, School of Engineering & Applied Science, University of Pennsylvania, Philadelphia, PA, USA

8. Department of Physics and Astronomy, College of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, USA

Abstract

Abstract How does the human brain’s structural scaffold give rise to its intricate functional dynamics? This is a central question in translational neuroscience that is particularly relevant to epilepsy, a disorder affecting over 50 million subjects worldwide. Treatment for medication-resistant focal epilepsy is often structural—through surgery or laser ablation—but structural targets, particularly in patients without clear lesions, are largely based on functional mapping via intracranial EEG. Unfortunately, the relationship between structural and functional connectivity in the seizing brain is poorly understood. In this study, we quantify structure-function coupling, specifically between white matter connections and intracranial EEG, across pre-ictal and ictal periods in 45 seizures from nine patients with unilateral drug-resistant focal epilepsy. We use high angular resolution diffusion imaging (HARDI) tractography to construct structural connectivity networks and correlate these networks with time-varying broadband and frequency-specific functional networks derived from coregistered intracranial EEG. Across all frequency bands, we find significant increases in structure-function coupling from pre-ictal to ictal periods. We demonstrate that short-range structural connections are primarily responsible for this increase in coupling. Finally, we find that spatiotemporal patterns of structure-function coupling are highly stereotyped for each patient. These results suggest that seizures harness the underlying structural connectome as they propagate. Mapping the relationship between structural and functional connectivity in epilepsy may inform new therapies to halt seizure spread, and pave the way for targeted patient-specific interventions.

Funder

National Institutes of Health

Mirowski Family Foundation

ISI Foundation

John D. and Catherine T. MacArthur Foundation

Sloan Foundation

Paul Allen Foundation

Publisher

Oxford University Press (OUP)

Subject

Clinical Neurology

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