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Research Article

Rapid fragmentation of neuronal networks at the onset of propofol-induced unconsciousness

Laura D. Lewis, Veronica S. Weiner, Eran A. Mukamel, Jacob A. Donoghue, Emad N. Eskandar, Joseph R. Madsen, William S. Anderson, Leigh R. Hochberg, Sydney S. Cash, Emery N. Brown, and Patrick L. Purdon
  1. aDepartment of Brain and Cognitive Sciences,
  2. eHarvard–Massachusetts Institute of Technology Division of Health Sciences and Technology, and
  3. oInstitute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139; Departments of
  4. mAnesthesia, Critical Care and Pain Medicine,
  5. jNeurology, and
  6. fNeurosurgery, Massachusetts General Hospital, Boston, MA 02114; Departments of
  7. nAnesthesia,
  8. dNeurology, and
  9. gSurgery, Harvard Medical School, Boston, MA 02115;
  10. bCenter for Brain Science, Harvard University, Cambridge, MA 02138;
  11. cCenter for Theoretical Biological Physics, University of California at San Diego, La Jolla, CA 92093;
  12. hDepartment of Neurosurgery, Boston Children's Hospital, Boston, MA 02115;
  13. iDepartment of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287;
  14. kRehabilitation Research and Development Service, Department of Veterans Affairs, Providence, RI 02908; and
  15. lInstitute for Brain Science, School of Engineering, Brown University, Providence, RI 02912

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PNAS first published November 5, 2012; https://doi.org/10.1073/pnas.1210907109
Laura D. Lewis
aDepartment of Brain and Cognitive Sciences,
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Veronica S. Weiner
aDepartment of Brain and Cognitive Sciences,
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Eran A. Mukamel
bCenter for Brain Science, Harvard University, Cambridge, MA 02138;
cCenter for Theoretical Biological Physics, University of California at San Diego, La Jolla, CA 92093;
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Jacob A. Donoghue
dNeurology, and
eHarvard–Massachusetts Institute of Technology Division of Health Sciences and Technology, and
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Emad N. Eskandar
fNeurosurgery, Massachusetts General Hospital, Boston, MA 02114; Departments of
gSurgery, Harvard Medical School, Boston, MA 02115;
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Joseph R. Madsen
gSurgery, Harvard Medical School, Boston, MA 02115;
hDepartment of Neurosurgery, Boston Children's Hospital, Boston, MA 02115;
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William S. Anderson
iDepartment of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287;
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Leigh R. Hochberg
jNeurology, and
kRehabilitation Research and Development Service, Department of Veterans Affairs, Providence, RI 02908; and
lInstitute for Brain Science, School of Engineering, Brown University, Providence, RI 02912
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Sydney S. Cash
jNeurology, and
dNeurology, and
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Emery N. Brown
aDepartment of Brain and Cognitive Sciences,
eHarvard–Massachusetts Institute of Technology Division of Health Sciences and Technology, and
mAnesthesia, Critical Care and Pain Medicine,
nAnesthesia,
oInstitute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139; Departments of
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Patrick L. Purdon
mAnesthesia, Critical Care and Pain Medicine,
nAnesthesia,
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  • For correspondence: patrickp@nmr.mgh.harvard.edu
  1. Edited* by Eve Marder, Brandeis University, Waltham, MA, and approved September 26, 2012 (received for review June 27, 2012)

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Abstract

The neurophysiological mechanisms by which anesthetic drugs cause loss of consciousness are poorly understood. Anesthetic actions at the molecular, cellular, and systems levels have been studied in detail at steady states of deep general anesthesia. However, little is known about how anesthetics alter neural activity during the transition into unconsciousness. We recorded simultaneous multiscale neural activity from human cortex, including ensembles of single neurons, local field potentials, and intracranial electrocorticograms, during induction of general anesthesia. We analyzed local and global neuronal network changes that occurred simultaneously with loss of consciousness. We show that propofol-induced unconsciousness occurs within seconds of the abrupt onset of a slow (<1 Hz) oscillation in the local field potential. This oscillation marks a state in which cortical neurons maintain local patterns of network activity, but this activity is fragmented across both time and space. Local (<4 mm) neuronal populations maintain the millisecond-scale connectivity patterns observed in the awake state, and spike rates fluctuate and can reach baseline levels. However, neuronal spiking occurs only within a limited slow oscillation-phase window and is silent otherwise, fragmenting the time course of neural activity. Unexpectedly, we found that these slow oscillations occur asynchronously across cortex, disrupting functional connectivity between cortical areas. We conclude that the onset of slow oscillations is a neural correlate of propofol-induced loss of consciousness, marking a shift to cortical dynamics in which local neuronal networks remain intact but become functionally isolated in time and space.

  • electrophysiology
  • single units
  • GABA
  • cortical networks

Footnotes

  • ↵1L.D.L. and V.S.W. contributed equally to this work.

  • ↵2To whom correspondence should be addressed. E-mail: patrickp{at}nmr.mgh.harvard.edu.
  • Author contributions: S.S.C., E.N.B., and P.L.P. designed the research; L.R.H. and S.S.C. established the microelectrode recordings; V.S.W., S.S.C., and P.L.P. collected the data; E.N.E., J.R.M., and W.S.A. performed the surgeries; L.D.L., E.A.M., J.A.D., S.S.C., E.N.B., and P.L.P. designed the data analysis; L.D.L., E.A.M., and J.A.D. performed the analysis; L.D.L. and P.L.P. wrote the paper.

  • Conflict of interest statement: E.N.B. and P.L.P have a patent pending on anesthesia monitoring.

  • ↵*This Direct Submission article had a prearranged editor.

  • This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1210907109/-/DCSupplemental.

Freely available online through the PNAS open access option.

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Network fragmentation at loss of consciousness
Laura D. Lewis, Veronica S. Weiner, Eran A. Mukamel, Jacob A. Donoghue, Emad N. Eskandar, Joseph R. Madsen, William S. Anderson, Leigh R. Hochberg, Sydney S. Cash, Emery N. Brown, Patrick L. Purdon
Proceedings of the National Academy of Sciences Nov 2012, 201210907; DOI: 10.1073/pnas.1210907109

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Network fragmentation at loss of consciousness
Laura D. Lewis, Veronica S. Weiner, Eran A. Mukamel, Jacob A. Donoghue, Emad N. Eskandar, Joseph R. Madsen, William S. Anderson, Leigh R. Hochberg, Sydney S. Cash, Emery N. Brown, Patrick L. Purdon
Proceedings of the National Academy of Sciences Nov 2012, 201210907; DOI: 10.1073/pnas.1210907109
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