Reduction of intracellular calcium removal rate can explain changes in seizure dynamics

Studies in neuronal network models

Pawel Kudela, Piotr J. Franaszczuk, Gregory K Bergey

Research output: Contribution to journalArticle

Abstract

Complex partial seizures originating from mesial temporal structures are characterized by relatively short durations of organized rhythmic activity (ORA) of 5-8Hz, typically lasting less than 60s. Previous investigations into seizure dynamics have revealed that this ORA undergoes a monotonic decline prior to seizure evolution into intermittent bursting and subsequent seizure termination. Large neural network models of simplified single-compartment neurons were employed to address the hypothesis that changes in the free intracellular calcium ([Ca2+]i) removal rate during network bursting can result in the alterations of rhythmic seizure activity similar to that observed in recordings from humans. Both exponential and linear models of decreasing calcium removal rates resulted in changes in the predominant frequency of network bursting very similar in frequency and time course to those seen in human intracranial recordings. This supports the concept that changes in [Ca2+]i removal can explain this important network behavior, while not excluding alternative hypotheses. Identifying potential mechanisms underlying the dynamic changes seen in epileptogenic activity in large neural networks can provide important insights into seizure evolution and termination. Model neural network ensembles are attractive systems to address these questions that are difficult to investigate in biological preparations.

Original languageEnglish (US)
Pages (from-to)95-109
Number of pages15
JournalEpilepsy Research
Volume57
Issue number2-3
DOIs
StatePublished - Dec 2003

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Seizures
Calcium
Neural Networks (Computer)
Linear Models
Neurons

Keywords

  • Intracellular calcium removal
  • Neuronal network models
  • Seizure dynamics

ASJC Scopus subject areas

  • Clinical Neurology
  • Pediatrics, Perinatology, and Child Health
  • Neurology

Cite this

Reduction of intracellular calcium removal rate can explain changes in seizure dynamics : Studies in neuronal network models. / Kudela, Pawel; Franaszczuk, Piotr J.; Bergey, Gregory K.

In: Epilepsy Research, Vol. 57, No. 2-3, 12.2003, p. 95-109.

Research output: Contribution to journalArticle

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