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Research ArticleResearch Article: New Research, Disorders of the Nervous System

High-Order Information Analysis of Epileptogenesis in the Pilocarpine Rat Model of Temporal Lobe Epilepsy

Morteza Mirjebreili, Josu Martinez de Aguirre Ibarreta, Daniele Marinazzo and Laetitia Chauvière
eNeuro 22 April 2025, 12 (5) ENEURO.0403-24.2025; https://doi.org/10.1523/ENEURO.0403-24.2025
Morteza Mirjebreili
1Institute for Cognitive Science Studies, Tehran 1658344575, Iran
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Josu Martinez de Aguirre Ibarreta
2Faculty of Engineering, Mondragon Unibertsitatea, Arrasate Mondragón 20500, Spain
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Daniele Marinazzo
3Department of Data Analysis, Ghent University, Ghent 9000, Belgium
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Laetitia Chauvière
4Institute for Molecular and Behavioral Neuroscience, University of Cologne, University Hospital Cologne, Cologne 50937, Germany
5INS - Institut de Neurosciences des Systèmes, UMR INSERM 1106, Aix-Marseille Université, Marseille 13385, France
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Article Information

DOI 
https://doi.org/10.1523/ENEURO.0403-24.2025
PubMed 
40262903
Published By 
Society for Neuroscience
History 
  • Received September 16, 2024
  • Revision received March 27, 2025
  • Accepted April 1, 2025
  • Published online April 22, 2025.
Copyright & Usage 
Copyright © 2025 Mirjebreili et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.

Author Information

  1. Morteza Mirjebreili1,
  2. Josu Martinez de Aguirre Ibarreta2,
  3. Daniele Marinazzo3 and
  4. Laetitia Chauvière4,5
  1. 1Institute for Cognitive Science Studies, Tehran 1658344575, Iran
  2. 2Faculty of Engineering, Mondragon Unibertsitatea, Arrasate Mondragón 20500, Spain
  3. 3Department of Data Analysis, Ghent University, Ghent 9000, Belgium
  4. 4Institute for Molecular and Behavioral Neuroscience, University of Cologne, University Hospital Cologne, Cologne 50937, Germany
  5. 5INS - Institut de Neurosciences des Systèmes, UMR INSERM 1106, Aix-Marseille Université, Marseille 13385, France
  1. Correspondence should be addressed to Laetitia Chauvière at lchauvie{at}uni-koeln.de.
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Author contributions

  1. Author contributions: L.C. designed research; D.M. and L.C. performed research; J.M.d.A.I. contributed unpublished reagents/analytic tools; M.M., D.M., and L.C. analyzed data; L.C. wrote the paper.

Disclosures

  • The authors declare no competing financial interests.

  • We thank the Institute for Molecular and Behavioral Neuroscience, University of Cologne, for support to L.C. and also Dr. Christophe Bernard for his valuable comments on a previous version of the manuscript and the use of the experimental data acquired in his lab at the Institut de Neurosciences des Systèmes (INS). We also thank Brechje Buskens (MSc at Radboud University Medical Center) for her contribution to obtaining preliminary results, which are not fully reflected in this publication but have been used to initiate this work. We also thank the reviewers for their pertinent comments on an earlier manuscript version.

  • This paper contains supplemental material available at: https://doi.org/10.1523/ENEURO.0403-24.2025

Funding

  • NA

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eneuro: 12 (5)
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High-Order Information Analysis of Epileptogenesis in the Pilocarpine Rat Model of Temporal Lobe Epilepsy
Morteza Mirjebreili, Josu Martinez de Aguirre Ibarreta, Daniele Marinazzo, Laetitia Chauvière
eNeuro 22 April 2025, 12 (5) ENEURO.0403-24.2025; DOI: 10.1523/ENEURO.0403-24.2025

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High-Order Information Analysis of Epileptogenesis in the Pilocarpine Rat Model of Temporal Lobe Epilepsy
Morteza Mirjebreili, Josu Martinez de Aguirre Ibarreta, Daniele Marinazzo, Laetitia Chauvière
eNeuro 22 April 2025, 12 (5) ENEURO.0403-24.2025; DOI: 10.1523/ENEURO.0403-24.2025
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Keywords

  • animal study
  • electrophysiology in vivo
  • epileptogenesis
  • higher-order interactions
  • prediction
  • temporal lobe epilepsy

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