Literature DB >> 32358198

Antiepileptic drugs induce subcritical dynamics in human cortical networks.

Christian Meisel1,2.   

Abstract

Cortical network functioning critically depends on finely tuned interactions to afford neuronal activity propagation over long distances while avoiding runaway excitation. This importance is highlighted by the pathological consequences and impaired performance resulting from aberrant network excitability in psychiatric and neurological diseases, such as epilepsy. Theory and experiment suggest that the control of activity propagation by network interactions can be adequately described by a branching process. This hypothesis is partially supported by strong evidence for balanced spatiotemporal dynamics observed in the cerebral cortex; however, evidence of a causal relationship between network interactions and cortex activity, as predicted by a branching process, is missing in humans. Here this cause-effect relationship is tested by monitoring cortex activity under systematic pharmacological reduction of cortical network interactions with antiepileptic drugs. This study reports that cortical activity cascades, presented by the propagating patterns of epileptic spikes, as well as temporal correlations decline precisely as predicted for a branching process. The results provide a missing link to the branching process theory of cortical network function with implications for understanding the foundations of cortical excitability and its monitoring in conditions like epilepsy.

Entities:  

Keywords:  antiepileptic drug; branching process; cortex activity; criticality; epilepsy

Year:  2020        PMID: 32358198      PMCID: PMC7245074          DOI: 10.1073/pnas.1911461117

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  69 in total

1.  Adaptive self-organization in a realistic neural network model.

Authors:  Christian Meisel; Thilo Gross
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2009-12-23

2.  Critical branching captures activity in living neural networks and maximizes the number of metastable States.

Authors:  Clayton Haldeman; John M Beggs
Journal:  Phys Rev Lett       Date:  2005-02-07       Impact factor: 9.161

Review 3.  Targets for antiepileptic drugs in the synapse.

Authors:  Cecilie Johannessen Landmark
Journal:  Med Sci Monit       Date:  2006-12-18

Review 4.  Key factors in the discovery and development of new antiepileptic drugs.

Authors:  Meir Bialer; H Steve White
Journal:  Nat Rev Drug Discov       Date:  2010-01       Impact factor: 84.694

5.  Statistical properties of avalanches in networks.

Authors:  Daniel B Larremore; Marshall Y Carpenter; Edward Ott; Juan G Restrepo
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2012-06-28

6.  Neuronal long-range temporal correlations and avalanche dynamics are correlated with behavioral scaling laws.

Authors:  J Matias Palva; Alexander Zhigalov; Jonni Hirvonen; Onerva Korhonen; Klaus Linkenkaer-Hansen; Satu Palva
Journal:  Proc Natl Acad Sci U S A       Date:  2013-02-11       Impact factor: 11.205

7.  Information capacity and transmission are maximized in balanced cortical networks with neuronal avalanches.

Authors:  Woodrow L Shew; Hongdian Yang; Shan Yu; Rajarshi Roy; Dietmar Plenz
Journal:  J Neurosci       Date:  2011-01-05       Impact factor: 6.167

8.  Ongoing cortical activity at rest: criticality, multistability, and ghost attractors.

Authors:  Gustavo Deco; Viktor K Jirsa
Journal:  J Neurosci       Date:  2012-03-07       Impact factor: 6.167

9.  The Interplay between Long- and Short-Range Temporal Correlations Shapes Cortex Dynamics across Vigilance States.

Authors:  Christian Meisel; Andreas Klaus; Vladyslav V Vyazovskiy; Dietmar Plenz
Journal:  J Neurosci       Date:  2017-09-25       Impact factor: 6.167

10.  Scaling effects and spatio-temporal multilevel dynamics in epileptic seizures.

Authors:  Christian Meisel; Christian Kuehn
Journal:  PLoS One       Date:  2012-02-17       Impact factor: 3.240

View more
  6 in total

1.  Recovery of neural dynamics criticality in personalized whole-brain models of stroke.

Authors:  Rodrigo P Rocha; Loren Koçillari; Samir Suweis; Michele De Filippo De Grazia; Michel Thiebaut de Schotten; Marco Zorzi; Maurizio Corbetta
Journal:  Nat Commun       Date:  2022-06-27       Impact factor: 17.694

Review 2.  Criticality, Connectivity, and Neural Disorder: A Multifaceted Approach to Neural Computation.

Authors:  Kristine Heiney; Ola Huse Ramstad; Vegard Fiskum; Nicholas Christiansen; Axel Sandvig; Stefano Nichele; Ioanna Sandvig
Journal:  Front Comput Neurosci       Date:  2021-02-10       Impact factor: 2.380

3.  Assessing criticality in pre-seizure single-neuron activity of human epileptic cortex.

Authors:  Annika Hagemann; Jens Wilting; Bita Samimizad; Florian Mormann; Viola Priesemann
Journal:  PLoS Comput Biol       Date:  2021-03-08       Impact factor: 4.475

4.  Drug-resistant focal epilepsy in children is associated with increased modal controllability of the whole brain and epileptogenic regions.

Authors:  Aswin Chari; Kiran K Seunarine; Xiaosong He; Martin M Tisdall; Christopher A Clark; Dani S Bassett; Rod C Scott; Richard E Rosch
Journal:  Commun Biol       Date:  2022-04-28

Review 5.  Addressing skepticism of the critical brain hypothesis.

Authors:  John M Beggs
Journal:  Front Comput Neurosci       Date:  2022-09-15       Impact factor: 3.387

6.  Characterizing the electrophysiological abnormalities in visually reviewed normal EEGs of drug-resistant focal epilepsy patients.

Authors:  Yogatheesan Varatharajah; Brent Berry; Boney Joseph; Irena Balzekas; Tal Pal Attia; Vaclav Kremen; Benjamin Brinkmann; Ravishankar Iyer; Gregory Worrell
Journal:  Brain Commun       Date:  2021-05-14
  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.