14
views
0
recommends
+1 Recommend
0 collections
    0
    shares
      • Record: found
      • Abstract: found
      • Article: found
      Is Open Access

      Perturbed Information Processing Complexity in Experimental Epilepsy

      , , , , , ,
      The Journal of Neuroscience
      Society for Neuroscience

      Read this article at

      Bookmark
          There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

          Abstract

          Comorbidities, such as cognitive deficits, which often accompany epilepsies, constitute a basal state, while seizures are rare and transient events. This suggests that neural dynamics, in particular those supporting cognitive function, are altered in a permanent manner in epilepsy. Here, we test the hypothesis that primitive processes of information processing at the core of cognitive function (i.e., storage and sharing of information) are altered in the hippocampus and the entorhinal cortex in experimental epilepsy in adult, male Wistar rats. We find that information storage and sharing are organized into substates across the stereotypic states of slow and theta oscillations in both epilepsy and control conditions. However, their internal composition and organization through time are disrupted in epilepsy, partially losing brain state selectivity compared with controls, and shifting toward a regimen of disorder. We propose that the alteration of information processing at this algorithmic level of computation, the theoretical intermediate level between structure and function, may be a mechanism behind the emergent and widespread comorbidities associated with epilepsy, and perhaps other disorders.

          SIGNIFICANCE STATEMENTComorbidities, such as cognitive deficits, which often accompany epilepsies, constitute a basal state, while seizures are rare and transient events. This suggests that neural dynamics, in particular those supporting cognitive function, are altered in a permanent manner in epilepsy. Here, we show that basic processes of information processing at the core of cognitive function (i.e., storage and sharing of information) are altered in the hippocampus and the entorhinal cortex (two regions involved in memory processes) in experimental epilepsy. Such disruption of information processing at the algorithmic level itself could underlie the general performance impairments in epilepsy.

          Related collections

          Most cited references59

          • Record: found
          • Abstract: not found
          • Article: not found

          A mathematical theory of communication

          C. Shannon (2001)
            Bookmark
            • Record: found
            • Abstract: not found
            • Article: not found

            Moving beyond P values: data analysis with estimation graphics

              Bookmark
              • Record: found
              • Abstract: found
              • Article: not found

              Measuring information transfer

              An information theoretic measure is derived that quantifies the statistical coherence between systems evolving in time. The standard time delayed mutual information fails to distinguish information that is actually exchanged from shared information due to common history and input signals. In our new approach, these influences are excluded by appropriate conditioning of transition probabilities. The resulting transfer entropy is able to distinguish effectively driving and responding elements and to detect asymmetry in the interaction of subsystems.
                Bookmark

                Author and article information

                Contributors
                (View ORCID Profile)
                (View ORCID Profile)
                Journal
                The Journal of Neuroscience
                J. Neurosci.
                Society for Neuroscience
                0270-6474
                1529-2401
                September 20 2023
                September 20 2023
                September 20 2023
                August 07 2023
                : 43
                : 38
                : 6573-6587
                Article
                10.1523/JNEUROSCI.0383-23.2023
                10513075
                37550052
                4bf6524a-c3cd-4499-862b-bc2c7444850b
                © 2023

                https://creativecommons.org/licenses/by-nc-sa/4.0/

                History

                Comments

                Comment on this article