Imaging slow brain activity during neocortical and hippocampal epileptiform events with electrical impedance tomography

Author:

Hannan SanaORCID,Aristovich KirillORCID,Faulkner MayoORCID,Avery JamesORCID,Walker Matthew C,Holder David SORCID

Abstract

Abstract Objective. Electrical impedance tomography (EIT) is an imaging technique that produces tomographic images of internal impedance changes within an object using surface electrodes. It can be used to image the slow increase in cerebral tissue impedance that occurs over seconds during epileptic seizures, which is attributed to cell swelling due to disturbances in ion homeostasis following hypersynchronous neuronal firing and its associated metabolic demands. In this study, we characterised and imaged this slow impedance response during neocortical and hippocampal epileptiform events in the rat brain and evaluated its relationship to the underlying neural activity. Approach. Neocortical or hippocampal seizures, comprising repeatable series of high-amplitude ictal spikes, were induced by electrically stimulating the sensorimotor cortex or perforant path of rats anaesthetised with fentanyl-isoflurane. Transfer impedances were measured during ≥30 consecutive seizures, by applying a sinusoidal current through independent electrode pairs on an epicortical array, and combined to generate an EIT image of slow activity. Main results. The slow impedance responses were consistently time-matched to the end of seizures and EIT images of this activity were reconstructed reproducibly in all animals (p < 0.03125, N = 5). These displayed foci of activity that were spatially confined to the facial somatosensory cortex and dentate gyrus for neocortical and hippocampal seizures, respectively, and encompassed a larger volume as the seizure progressed. Centre-of-mass analysis of reconstructions revealed that this activity corresponded to the true location of the epileptogenic zone, as determined by EEG recordings and fast neural EIT measurements which were obtained simultaneously. Significance. These findings suggest that the slow impedance response presents a reliable marker of hypersynchronous neuronal activity during epileptic seizures and can thus be utilised for investigating the mechanisms of epileptogenesis in vivo and for aiding localisation of the epileptogenic zone during presurgical evaluation of patients with refractory epilepsies.

Funder

Engineering and Physical Sciences Research Council

Defense Advanced Research Projects Agency

Publisher

IOP Publishing

Subject

Physiology (medical),Biomedical Engineering,Physiology,Biophysics

Cited by 13 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Noise-based correction for electrical impedance tomography;Physiological Measurement;2024-06-01

2. Sample Entropy-based Characterization of Electrical Impedance in Epilepsy;2024 Photonics & Electromagnetics Research Symposium (PIERS);2024-04-21

3. Single‐Cell Impedance Tomography Using Rolled‐Up Microtubular Sensors;Advanced Materials Technologies;2023-10-18

4. DeepEIT: Deep Image Prior Enabled Electrical Impedance Tomography;IEEE Transactions on Pattern Analysis and Machine Intelligence;2023-08

5. Advances of deep learning in electrical impedance tomography image reconstruction;Frontiers in Bioengineering and Biotechnology;2022-12-14

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