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Immediate neural network impact after the loss of a semantic hub

View ORCID ProfileZsuzsanna Kocsis, Rick L. Jenison, Thomas E. Cope, View ORCID ProfilePeter N. Taylor, Ryan M. Calmus, Bob McMurray, Ariane E. Rhone, McCall E. Sarrett, Yukiko Kikuchi, Phillip E. Gander, View ORCID ProfileJoel I. Berger, Christopher K. Kovach, Inyong Choi, Jeremy D. Greenlee, Hiroto Kawasaki, View ORCID ProfileTimothy D. Griffiths, Matthew A. Howard III, Christopher I. Petkov
doi: https://doi.org/10.1101/2022.04.15.488388
Zsuzsanna Kocsis
1Department of Neurosurgery, University of Iowa, Iowa City, IA, USA
2Biosciences Institute, Newcastle University Medical School, Newcastle upon Tyne, UK
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  • ORCID record for Zsuzsanna Kocsis
  • For correspondence: zsuzsanna-kocsis@uiowa.edu chris.petkov@ncl.ac.uk
Rick L. Jenison
3Departments of Neuroscience and Psychology, University of Wisconsin, Madison, WI, USA
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Thomas E. Cope
4Department of Clinical Neurosciences, Cambridge University, Cambridge, UK
5MRC Cognition and Brain Sciences Unit, Cambridge University, Cambridge, UK
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Peter N. Taylor
6CNNP Lab, Interdisciplinary Computing and Complex BioSystems Group, School of Computing, Newcastle University, Newcastle upon Tyne, UK
7UCL Institute of Neurology, Queen Square, London, UK
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Ryan M. Calmus
2Biosciences Institute, Newcastle University Medical School, Newcastle upon Tyne, UK
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Bob McMurray
8Department of Psychological and Brain Science, University of Iowa, Iowa City, IA, USA
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Ariane E. Rhone
1Department of Neurosurgery, University of Iowa, Iowa City, IA, USA
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McCall E. Sarrett
9Department of Psychological and Brain Sciences, Villanova University, Villanova, PA, USA
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Yukiko Kikuchi
2Biosciences Institute, Newcastle University Medical School, Newcastle upon Tyne, UK
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Phillip E. Gander
1Department of Neurosurgery, University of Iowa, Iowa City, IA, USA
10Department of Radiology, University of Iowa, Iowa City, IA, USA
11Iowa Neuroscience Institute, University of Iowa, Iowa City, IA, USA
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Joel I. Berger
1Department of Neurosurgery, University of Iowa, Iowa City, IA, USA
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Christopher K. Kovach
1Department of Neurosurgery, University of Iowa, Iowa City, IA, USA
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Inyong Choi
12Department of Communication Sciences and Disorders, University of Iowa, Iowa City, IA, USA
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Jeremy D. Greenlee
1Department of Neurosurgery, University of Iowa, Iowa City, IA, USA
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Hiroto Kawasaki
1Department of Neurosurgery, University of Iowa, Iowa City, IA, USA
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Timothy D. Griffiths
2Biosciences Institute, Newcastle University Medical School, Newcastle upon Tyne, UK
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Matthew A. Howard III
1Department of Neurosurgery, University of Iowa, Iowa City, IA, USA
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Christopher I. Petkov
1Department of Neurosurgery, University of Iowa, Iowa City, IA, USA
2Biosciences Institute, Newcastle University Medical School, Newcastle upon Tyne, UK
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  • For correspondence: zsuzsanna-kocsis@uiowa.edu chris.petkov@ncl.ac.uk
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SUMMARY

The human brain extracts meaning from the world using an extensive neural system for semantic knowledge. Whether such broadly distributed systems1–3 crucially depend on or can compensate for the loss of one of their highly interconnected hubs4–6 is controversial4. The strongest level of causal evidence for the role of a brain hub is to evaluate its acute network-level impact following disconnection and any rapid functional compensation that ensues. We report rare neurophysiological data from two patients who underwent awake intracranial recordings during a speech prediction task immediately before and after neurosurgical treatment that required disconnection of the left anterior temporal lobe (ATL), a crucial hub for semantic knowledge4–6. Informed by a predictive coding framework, we tested three sets of hypotheses including diaschisis causing disruption in interconnected sites7 and incomplete or complete compensation by other language-critical and speech processing sites8–10. Immediately after ATL disconnection, we observed highly specific neurophysiological alterations in the recorded fronto-temporal network, including abnormally magnified high gamma responses to the speech sounds in auditory cortex. We also observed evidence for rapid compensation, seen as focal increases in effective connectivity involving language-critical sites in the inferior frontal gyrus and speech processing sites in auditory cortex. However, compensation was incomplete, in part because after ATL disconnection speech prediction signals were depleted in auditory cortex. This study provides direct causal evidence for a semantic hub in the human brain and shows striking neural impact and a rapid attempt at compensation in a neural network after the loss of one of its hubs.

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted April 16, 2022.
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Immediate neural network impact after the loss of a semantic hub
Zsuzsanna Kocsis, Rick L. Jenison, Thomas E. Cope, Peter N. Taylor, Ryan M. Calmus, Bob McMurray, Ariane E. Rhone, McCall E. Sarrett, Yukiko Kikuchi, Phillip E. Gander, Joel I. Berger, Christopher K. Kovach, Inyong Choi, Jeremy D. Greenlee, Hiroto Kawasaki, Timothy D. Griffiths, Matthew A. Howard III, Christopher I. Petkov
bioRxiv 2022.04.15.488388; doi: https://doi.org/10.1101/2022.04.15.488388
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Immediate neural network impact after the loss of a semantic hub
Zsuzsanna Kocsis, Rick L. Jenison, Thomas E. Cope, Peter N. Taylor, Ryan M. Calmus, Bob McMurray, Ariane E. Rhone, McCall E. Sarrett, Yukiko Kikuchi, Phillip E. Gander, Joel I. Berger, Christopher K. Kovach, Inyong Choi, Jeremy D. Greenlee, Hiroto Kawasaki, Timothy D. Griffiths, Matthew A. Howard III, Christopher I. Petkov
bioRxiv 2022.04.15.488388; doi: https://doi.org/10.1101/2022.04.15.488388

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