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Characterizing ketamine-induced dissociation using human intracranial neurophysiology: brain dynamics, network activity, and interactions with propofol

Fangyun Tian, Laura D. Lewis, David W. Zhou, Gustavo Balanza Villegas, View ORCID ProfileAngelique C. Paulk, View ORCID ProfileRina Zelmann, Noam Peled, Daniel Soper, Laura A. Santa Cruz Mercado, Robert A. Peterfreund, Linda S. Aglio, Emad N. Eskandar, G Rees Cosgrove, Ziv M. Williams, View ORCID ProfileRobert M. Richardson, Emery N. Brown, View ORCID ProfileOluwaseun Akeju, View ORCID ProfileSydney S. Cash, Patrick L. Purdon
doi: https://doi.org/10.1101/2022.05.02.490333
Fangyun Tian
1Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Laura D. Lewis
2Department of Biomedical Engineering, Boston University, Boston, MA, USA
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David W. Zhou
1Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
3Department of Brain and Cognitive Sciences. Massachusetts Institute of Technology. Cambridge, MA, USA
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Gustavo Balanza Villegas
1Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Angelique C. Paulk
4Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
5Center for Neurotechnology and Neurorecovery, Massachusetts General Hospital, Boston, MA, USA
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  • ORCID record for Angelique C. Paulk
Rina Zelmann
4Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
5Center for Neurotechnology and Neurorecovery, Massachusetts General Hospital, Boston, MA, USA
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  • ORCID record for Rina Zelmann
Noam Peled
6Department of Radiology, MGH/HST Martinos Center for Biomedical Imaging and Harvard Medical School, Boston, MA, USA
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Daniel Soper
4Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Laura A. Santa Cruz Mercado
1Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Robert A. Peterfreund
1Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Linda S. Aglio
7Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Boston, MA, USA
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Emad N. Eskandar
8Department of Neurological Surgery, Albert Einstein College of Medicine, Bronx, NY, USA
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G Rees Cosgrove
9Department of Neurological Surgery, Brigham and Women’s Hospital, Boston, MA, USA
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Ziv M. Williams
10Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Robert M. Richardson
10Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Emery N. Brown
1Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
11Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
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Oluwaseun Akeju
1Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Sydney S. Cash
4Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
5Center for Neurotechnology and Neurorecovery, Massachusetts General Hospital, Boston, MA, USA
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Patrick L. Purdon
1Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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  • For correspondence: patrick.purdon@mgh.harvard.edu
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Summary

Subanesthetic doses of ketamine produce rapid and sustained anti-depressant effects in patients with treatment-resistant depression. Unfortunately, the usefulness of ketamine as a treatment is limited by its potential for abuse because of psychotropic side effects such as dissociation. Understanding the brain dynamics and the neural circuits involved in ketamine’s effects could lend insight into improved therapies for depression with fewer adverse effects. It is believed that ketamine acts via NMDA receptor and hyperpolarization-activated cyclic nucleotide-gated 1 (HCN1) channels to produce changes in oscillatory brain dynamics. Here we show, in humans, a detailed description of the principal oscillatory changes in cortical and subcortical structures by administration of a subanesthetic dose of ketamine. Using recordings from intracranial electrodes, we found that ketamine increased gamma oscillations within prefrontal cortical areas and the hippocampus--structures previously implicated in ketamine’s antidepressant effects. Furthermore, our studies provide direct evidence of a ketamine-induced 3 Hz oscillation in posteromedial cortex that has been proposed as a mechanism for its dissociative effects. By analyzing changes in neural oscillations after the addition of propofol, whose GABAergic activity antagonizes ketamine’s NMDA-mediated disinhibition alongside a shared HCN1 inhibitory effect, we identified brain dynamics that could be attributed to NMDA-mediated disinhibition versus HCN1 inhibition. Overall, our results imply that ketamine engages different neural circuits in distinct frequency-dependent patterns of activity to produce its antidepressant and dissociative sensory effects. These insights may help guide the development of novel brain dynamic biomarkers and therapeutics for depression.

Competing Interest Statement

P.L.P. is an inventor on patents assigned to MGH related to brain monitoring, an inventor on a patent licensed to Masimo by Massachusetts General Hospital and a Co-founder of PASCALL Systems, Inc., a company developing closed-loop physiological control systems for anesthesiology. E.N.B. is an inventor on patents assigned to MGH related to brain monitoring, an inventor on a patent licensed to Masimo by Massachusetts General Hospital and a Co-founder of PASCALL Systems, Inc., a company developing closed-loop physiological control systems for anesthesiology.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted May 04, 2022.
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Characterizing ketamine-induced dissociation using human intracranial neurophysiology: brain dynamics, network activity, and interactions with propofol
Fangyun Tian, Laura D. Lewis, David W. Zhou, Gustavo Balanza Villegas, Angelique C. Paulk, Rina Zelmann, Noam Peled, Daniel Soper, Laura A. Santa Cruz Mercado, Robert A. Peterfreund, Linda S. Aglio, Emad N. Eskandar, G Rees Cosgrove, Ziv M. Williams, Robert M. Richardson, Emery N. Brown, Oluwaseun Akeju, Sydney S. Cash, Patrick L. Purdon
bioRxiv 2022.05.02.490333; doi: https://doi.org/10.1101/2022.05.02.490333
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Characterizing ketamine-induced dissociation using human intracranial neurophysiology: brain dynamics, network activity, and interactions with propofol
Fangyun Tian, Laura D. Lewis, David W. Zhou, Gustavo Balanza Villegas, Angelique C. Paulk, Rina Zelmann, Noam Peled, Daniel Soper, Laura A. Santa Cruz Mercado, Robert A. Peterfreund, Linda S. Aglio, Emad N. Eskandar, G Rees Cosgrove, Ziv M. Williams, Robert M. Richardson, Emery N. Brown, Oluwaseun Akeju, Sydney S. Cash, Patrick L. Purdon
bioRxiv 2022.05.02.490333; doi: https://doi.org/10.1101/2022.05.02.490333

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