Skip to main content

Main menu

  • HOME
  • CONTENT
    • Early Release
    • Featured
    • Current Issue
    • Issue Archive
    • Blog
    • Collections
    • Podcast
  • TOPICS
    • Cognition and Behavior
    • Development
    • Disorders of the Nervous System
    • History, Teaching and Public Awareness
    • Integrative Systems
    • Neuronal Excitability
    • Novel Tools and Methods
    • Sensory and Motor Systems
  • ALERTS
  • FOR AUTHORS
  • ABOUT
    • Overview
    • Editorial Board
    • For the Media
    • Privacy Policy
    • Contact Us
    • Feedback
  • SUBMIT

User menu

Search

  • Advanced search
eNeuro
eNeuro

Advanced Search

 

  • HOME
  • CONTENT
    • Early Release
    • Featured
    • Current Issue
    • Issue Archive
    • Blog
    • Collections
    • Podcast
  • TOPICS
    • Cognition and Behavior
    • Development
    • Disorders of the Nervous System
    • History, Teaching and Public Awareness
    • Integrative Systems
    • Neuronal Excitability
    • Novel Tools and Methods
    • Sensory and Motor Systems
  • ALERTS
  • FOR AUTHORS
  • ABOUT
    • Overview
    • Editorial Board
    • For the Media
    • Privacy Policy
    • Contact Us
    • Feedback
  • SUBMIT
PreviousNext
Research ArticleNew Research, Integrative Systems

Distribution, Amplitude, Incidence, Co-Occurrence, and Propagation of Human K-Complexes in Focal Transcortical Recordings

Rachel A. Mak-McCully, Burke Q. Rosen, Matthieu Rolland, Jean Régis, Fabrice Bartolomei, Marc Rey, Patrick Chauvel, Sydney S. Cash and Eric Halgren
eNeuro 2 September 2015, 2 (4) ENEURO.0028-15.2015; https://doi.org/10.1523/ENEURO.0028-15.2015
Rachel A. Mak-McCully
1Department of Neurosciences, University of California, San Diego, San Diego, California 92093
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Burke Q. Rosen
2Department of Radiology, University of California, San Diego, San Diego, California 92093
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Matthieu Rolland
2Department of Radiology, University of California, San Diego, San Diego, California 92093
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jean Régis
4Aix-Marseille Université, Marseille 13385, France
5INSERM, Institut de Neurosciences des Systèmes UMR 1106, Marseille 13005, France
6Assistance Publique–Hôpitaux de Marseille, Timone Hospital, Marseille 13005, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Fabrice Bartolomei
4Aix-Marseille Université, Marseille 13385, France
5INSERM, Institut de Neurosciences des Systèmes UMR 1106, Marseille 13005, France
6Assistance Publique–Hôpitaux de Marseille, Timone Hospital, Marseille 13005, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Marc Rey
4Aix-Marseille Université, Marseille 13385, France
5INSERM, Institut de Neurosciences des Systèmes UMR 1106, Marseille 13005, France
6Assistance Publique–Hôpitaux de Marseille, Timone Hospital, Marseille 13005, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Patrick Chauvel
4Aix-Marseille Université, Marseille 13385, France
5INSERM, Institut de Neurosciences des Systèmes UMR 1106, Marseille 13005, France
6Assistance Publique–Hôpitaux de Marseille, Timone Hospital, Marseille 13005, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Sydney S. Cash
7Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Harvard University, Boston, Massachusetts 02114
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Sydney S. Cash
Eric Halgren
1Department of Neurosciences, University of California, San Diego, San Diego, California 92093
2Department of Radiology, University of California, San Diego, San Diego, California 92093
3Department of Psychiatry, University of California, San Diego, San Diego, California 92093
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Data
  • Info & Metrics
  • eLetters
  • PDF
Loading

Abstract

K-complexes (KCs) are thought to play a key role in sleep homeostasis and memory consolidation; however, their generation and propagation remain unclear. The commonly held view from scalp EEG findings is that KCs are primarily generated in medial frontal cortex and propagate parietally, whereas an electrocorticography (ECOG) study suggested dorsolateral prefrontal generators and an absence of KCs in many areas. In order to resolve these differing views, we used unambiguously focal bipolar depth electrode recordings in patients with intractable epilepsy to investigate spatiotemporal relationships of human KCs. KCs were marked manually on each channel, and local generation was confirmed with decreased gamma power. In most cases (76%), KCs occurred in a single location, and rarely (1%) in all locations. However, if automatically detected KC-like phenomena were included, only 15% occurred in a single location, and 27% occurred in all recorded locations. Locally generated KCs were found in all sampled areas, including cingulate, ventral temporal, and occipital cortices. Surprisingly, KCs were smallest and occurred least frequently in anterior prefrontal channels. When KCs occur on two channels, their peak order is consistent in only 13% of cases, usually from prefrontal to lateral temporal. Overall, the anterior–posterior separation of electrode pairs explained only 2% of the variance in their latencies. KCs in stages 2 and 3 had similar characteristics. These results open a novel view where KCs overall are universal cortical phenomena, but each KC may variably involve small or large cortical regions and spread in variable directions, allowing flexible and heterogeneous contributions to sleep homeostasis and memory consolidation.

  • depth recordings
  • k-complex
  • memory
  • SEEG
  • sleep

Footnotes

  • ↵1 The authors declare no competing financial interests.

  • ↵3 This study is based upon work that was supported by National Institutes of Health Grant R01-MH-099645, Multidisciplinary University Research Initiative Grant ONR N00014-13-1-0672, the National Science Foundation Graduate Research Fellowship, and the Chateaubriand Fellowship.

  • ↵* P.C., S.S.C., and E.H. are co-senior authors.

This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.

View Full Text
Back to top

In this issue

eneuro: 2 (4)
eNeuro
Vol. 2, Issue 4
July/August 2015
  • Table of Contents
  • Index by author
Email

Thank you for sharing this eNeuro article.

NOTE: We request your email address only to inform the recipient that it was you who recommended this article, and that it is not junk mail. We do not retain these email addresses.

Enter multiple addresses on separate lines or separate them with commas.
Distribution, Amplitude, Incidence, Co-Occurrence, and Propagation of Human K-Complexes in Focal Transcortical Recordings
(Your Name) has forwarded a page to you from eNeuro
(Your Name) thought you would be interested in this article in eNeuro.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Print
View Full Page PDF
Citation Tools
Distribution, Amplitude, Incidence, Co-Occurrence, and Propagation of Human K-Complexes in Focal Transcortical Recordings
Rachel A. Mak-McCully, Burke Q. Rosen, Matthieu Rolland, Jean Régis, Fabrice Bartolomei, Marc Rey, Patrick Chauvel, Sydney S. Cash, Eric Halgren
eNeuro 2 September 2015, 2 (4) ENEURO.0028-15.2015; DOI: 10.1523/ENEURO.0028-15.2015

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Respond to this article
Share
Distribution, Amplitude, Incidence, Co-Occurrence, and Propagation of Human K-Complexes in Focal Transcortical Recordings
Rachel A. Mak-McCully, Burke Q. Rosen, Matthieu Rolland, Jean Régis, Fabrice Bartolomei, Marc Rey, Patrick Chauvel, Sydney S. Cash, Eric Halgren
eNeuro 2 September 2015, 2 (4) ENEURO.0028-15.2015; DOI: 10.1523/ENEURO.0028-15.2015
Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Jump to section

  • Article
    • Abstract
    • Significance Statement
    • Introduction
    • Materials and Methods
    • Results
    • Discussion
    • Acknowledgments
    • Footnotes
    • References
    • Synthesis
  • Figures & Data
  • Info & Metrics
  • eLetters
  • PDF

Keywords

  • depth recordings
  • k-complex
  • memory
  • SEEG
  • sleep

Responses to this article

Respond to this article

Jump to comment:

  • Transcortical polarity inversion and choice of bipolar or referential EEG montages
    Richard Wennberg
    Published on: 05 January 2017
  • Published on: (5 January 2017)
    Page navigation anchor for Transcortical polarity inversion and choice of bipolar or referential EEG montages
    Transcortical polarity inversion and choice of bipolar or referential EEG montages
    • Richard Wennberg, Professor of Medicine (Neurology), University of Toronto

    This fascinating paper suggests the existence of small, focal K-complexes in human sleep, adding to growing evidence that sleep may be a focal phenomenon (Krueger et al., 2008). I would just like to briefly respond to the authors’ criticisms of my previous paper examining the large intracranial fields associated with classical scalp EEG K-complexes (Wennberg, 2010).

    Mak-McCully et al. (2015) argue that my presentation of intracranial EEG in a common average reference montage was ambiguous, and that the resultant waveforms could be interpreted to suggest K-complex generation in subcortical white matter. However, such an interpretation would be incompatible with analysis of the combined intracranial/extracranial field in its entirety (and entirely at odds with my own interpretation in the paper). The reasons behind the choice of using the average reference – for the specific purposes of that study – were explained in the paper’s Methods, and comparative examples of other referential derivations (linked ears, O2, Sp2, FCz) were provided in a Supplementary figure (Wennberg, 2010).

    The bipolar transcortical derivations in Mak-McCully et al. (2015) are perfectly valid, and their Figure 3 showing a dorsal frontal K-complex depicts an intracranial electrical field identical to those presented in Wennberg (2010) and more recently in Voysey et al. (2015). Nevertheless, the bipolar derivations do not provide information not already present in the referential recording...

    Show More

    This fascinating paper suggests the existence of small, focal K-complexes in human sleep, adding to growing evidence that sleep may be a focal phenomenon (Krueger et al., 2008). I would just like to briefly respond to the authors’ criticisms of my previous paper examining the large intracranial fields associated with classical scalp EEG K-complexes (Wennberg, 2010).

    Mak-McCully et al. (2015) argue that my presentation of intracranial EEG in a common average reference montage was ambiguous, and that the resultant waveforms could be interpreted to suggest K-complex generation in subcortical white matter. However, such an interpretation would be incompatible with analysis of the combined intracranial/extracranial field in its entirety (and entirely at odds with my own interpretation in the paper). The reasons behind the choice of using the average reference – for the specific purposes of that study – were explained in the paper’s Methods, and comparative examples of other referential derivations (linked ears, O2, Sp2, FCz) were provided in a Supplementary figure (Wennberg, 2010).

    The bipolar transcortical derivations in Mak-McCully et al. (2015) are perfectly valid, and their Figure 3 showing a dorsal frontal K-complex depicts an intracranial electrical field identical to those presented in Wennberg (2010) and more recently in Voysey et al. (2015). Nevertheless, the bipolar derivations do not provide information not already present in the referential recordings; they simply augment amplitude by maximizing the voltage difference between the two depth electrode contacts making up the bipolar channel, one on the electronegative, superficial side of the cortical dipole layer (Gloor, 1985) and the other on the electropositive underside of the cortical mantle. The transcortical bipolar channel thus represents, in essence, a local active reference recording. That the same information is present in both bipolar and referential derivations is emphasized by the authors’ own methods: to identify contacts for reformatting into transcortical bipolar channels Mak-McCully et al. (2015) first “examined for successive contacts which recorded polarity-inverted spontaneous activity” along a given depth electrode – in referential recordings.

    References

    Gloor P (1985) Neuronal generators and the problem of localization in electroencephalography: application of volume conductor theory to electroencephalography. J Clin Neurophysiol 2:327-354.

    Krueger JM, Rector DM, Roy S, Van Dongen HPA, Belenky G, Panksepp J (2008) Sleep as a fundamental property of neuronal assemblies. Nat Rev Neurosci 9:910-919.

    Mak-McCully RA, Rosen BQ, Rolland M, Régis J, Bartolomei F, Rey M, Chauvel P, Cash SS, Halgren E (2015) eNeuro 2(4) e0028-15.2015 doi: 10.1523/ENEURO.0028-15.2015

    Voysey Z, Martín-López D, Jiménez-Jiménez D, Selway RP, Alarcón G, Valentín A (2015) Electrical stimulation of the anterior cingulate gyrus induces responses similar to K-complexes in awake humans. Brain Stimul 8:881-890.

    Wennberg R (2010) Intracranial cortical localization of the human K-complex. Clin Neurophysiol 121:1176-1186.

    Show Less
    Competing Interests: None declared.

Related Articles

Cited By...

More in this TOC Section

New Research

  • A Very Fast Time Scale of Human Motor Adaptation: Within Movement Adjustments of Internal Representations during Reaching
  • Optogenetic Activation of β-Endorphin Terminals in the Medial Preoptic Nucleus Regulates Female Sexual Receptivity
  • Hsc70 Ameliorates the Vesicle Recycling Defects Caused by Excess α-Synuclein at Synapses
Show more New Research

Integrative Systems

  • A Common Iba1 Antibody Labels Vasopressin Neurons in Mice
  • Neuronal Activity Regulating the Dauer Entry Decision in Caenorhabditis elegans
  • Frazzled/DCC Regulates Gap Junction Formation at a Drosophila Giant Synapse
Show more Integrative Systems

Subjects

  • Integrative Systems
  • Home
  • Alerts
  • Follow SFN on BlueSky
  • Visit Society for Neuroscience on Facebook
  • Follow Society for Neuroscience on Twitter
  • Follow Society for Neuroscience on LinkedIn
  • Visit Society for Neuroscience on Youtube
  • Follow our RSS feeds

Content

  • Early Release
  • Current Issue
  • Latest Articles
  • Issue Archive
  • Blog
  • Browse by Topic

Information

  • For Authors
  • For the Media

About

  • About the Journal
  • Editorial Board
  • Privacy Notice
  • Contact
  • Feedback
(eNeuro logo)
(SfN logo)

Copyright © 2026 by the Society for Neuroscience.
eNeuro eISSN: 2373-2822

The ideas and opinions expressed in eNeuro do not necessarily reflect those of SfN or the eNeuro Editorial Board. Publication of an advertisement or other product mention in eNeuro should not be construed as an endorsement of the manufacturer’s claims. SfN does not assume any responsibility for any injury and/or damage to persons or property arising from or related to any use of any material contained in eNeuro.