Skip to main content
Canna~Fangled Abstracts

Global brain network dynamics predict therapeutic responsiveness to cannabidiol treatment for refractory epilepsy

By August 5, 2020January 3rd, 2021No Comments

doi: 10.1093/braincomms/fcaa140. eCollection 2020.

Affiliations 

Free PMC article

Abstract

Refractory epilepsy is a chronic brain network disorder characterized by unresponsiveness to multiple (>2) anti-epileptic drugs. Cannabidiol, a non-psychotropic neuroactive substance, is an emerging anti-epileptic treatment that was recently approved by the US Food and Drug Administration for the treatment of refractory epilepsy, especially Lennox Gastaut syndrome and Dravet syndrome. Here, we evaluated associations between global brain network dynamics and related changes and responsiveness to cannabidiol therapy using a combination of electroencephalography phase coherence and graph theoretical analyses. Refractory epilepsy patients with Lennox Gastaut syndrome or Dravet syndrome underwent serial electroencephalography testing prior to and during cannabidiol treatment. Patients showing greater than 70% seizure frequency reduction were classified as treatment responders for the purposes of this study. We calculated inter-electrode electroencephalography phase coherence in delta (1-3 Hz), theta (4-7 Hz), alpha (8-12 Hz) and beta (13-30 Hz) frequency bands. Graph theoretical analysis of brain network dynamics was extracted from phase coherence to evaluate measures of network integration (i.e. characteristic path length, global efficiency and degree) and segregation (i.e. modularity and transitivity). We found that responders, relative to non-responders, showed increased network integration-as indexed by relatively higher global efficiency and lower degree-and increased network segregation-as indexed by relatively higher modularity-exclusively in the beta-frequency band. We also found that larger cannabidiol dosages were associated with increased network integration-as indexed by higher global efficiency with increasing dose-and increased network segregation-as indexed by lower transitivity with increasing dose-in the delta, theta and alpha frequency bands. In summary, we demonstrate novel effects of cannabidiol on brain network dynamics with important implications for the treatment of refractory epilepsy and, possibly, across broader research applications in the future.

Keywords: EEG, anti-epileptic drugs, cannabidiol, graph theory, refractory epilepsy

Figures

Graphical Abstract

Figure 1

Figure 2

Figure 3

Figure 4

Similar articles

References

    1. Ahrens J, Demir R, Leuwer M, de la Roche J, Krampfl K, Foadi N, et al. The nonpsychotropic cannabinoid cannabidiol modulates and directly activates alpha-1 and alpha-1-beta glycine receptor function. Pharmacology 2009; 83: 217–22. – PubMed
    1. Bhattacharyya S, Falkenberg I, Martin-Santos R, Atakan Z, Crippa JA, Giampietro V, et al. Cannabinoid modulation of functional connectivity within regions processing attentional salience. Neuropsychopharmacology 2015; 40: 1343–52. – PMC – PubMed
    1. Blachut B, Hoppe C, Surges R, Elger C, Helmstaedter C. Subjective seizure counts by epilepsy clinical drug trial participants are not reliable. Epilepsy Behav 2017; 67: 122–7. – PubMed
    1. Blum DE, Eskola J, Bortz JJ, Fisher RS. Patient awareness of seizures. Neurology 1996; 47: 260–4. – PubMed
    1. Bowyer SM. Coherence a measure of the brain networks: past and present. Neuropsychiatr Electrophysiol 2016; 2: 1.

LinkOut – more resources


Leave a Reply