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Inhibition-Dominated Rich-Club Shapes Dynamics in Cortical Microcircuits in Awake Behaving Mice

View ORCID ProfileHadi Hafizi, Sunny Nigam, Josh Barnathan, Naixin Ren, View ORCID ProfileIan H Stevenson, Sotiris C Masmanidis, View ORCID ProfileEhren L Newman, Olaf Sporns, John M Beggs
doi: https://doi.org/10.1101/2021.05.07.443074
Hadi Hafizi
1Department of Psychological and Brain Sciences, Indiana University, Bloomington, Indiana, USA
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Sunny Nigam
2Department of Neurobiology and Anatomy, McGovern Medical School, University of Texas, Houston, Texas, USA
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  • For correspondence: sunny.nigam@uth.tmc.edu jmbeggs@indiana.edu
Josh Barnathan
3Department of Physics, Indiana University, Bloomington, Indiana, USA
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Naixin Ren
4Department of Psychological Sciences, University of Connecticut, Storrs, Connecticut, USA
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Ian H Stevenson
4Department of Psychological Sciences, University of Connecticut, Storrs, Connecticut, USA
5Department of Biomedical Engineering, University of Connecticut, Storrs, Connecticut, USA
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Sotiris C Masmanidis
6Department of Neurobiology, David Geffen School of Medicine, University of California, Los Angeles, California, USA
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Ehren L Newman
1Department of Psychological and Brain Sciences, Indiana University, Bloomington, Indiana, USA
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Olaf Sporns
1Department of Psychological and Brain Sciences, Indiana University, Bloomington, Indiana, USA
7Indiana University Network Science Institute, Indiana University, Bloomington, Indiana, USA
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John M Beggs
3Department of Physics, Indiana University, Bloomington, Indiana, USA
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  • For correspondence: sunny.nigam@uth.tmc.edu jmbeggs@indiana.edu
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SUMMARY

Functional networks of cortical neurons contain highly interconnected hubs, forming a rich-club structure. However, the cell type composition within this distinct subnetwork and how it influences large-scale network dynamics is unclear. Using spontaneous activity recorded from hundreds of cortical neurons in orbitofrontal cortex of awake behaving mice we show that the rich-club is disproportionately composed of inhibitory neurons, and that inhibitory neurons within the richclub are significantly more synchronous than other neurons. At the population level, Granger causality showed that neurons in the rich-club are the dominant drivers of overall population activity and do so in a frequency-specific manner. Moreover, early activity of inhibitory neurons, along with excitatory neurons within the rich-club, synergistically predicts the duration of neuronal cascades. Together, these results reveal an unexpected role of a highly connected core of inhibitory neurons in driving and sustaining activity in local cortical networks.

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 4.0 International license.
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Posted May 09, 2021.
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Inhibition-Dominated Rich-Club Shapes Dynamics in Cortical Microcircuits in Awake Behaving Mice
Hadi Hafizi, Sunny Nigam, Josh Barnathan, Naixin Ren, Ian H Stevenson, Sotiris C Masmanidis, Ehren L Newman, Olaf Sporns, John M Beggs
bioRxiv 2021.05.07.443074; doi: https://doi.org/10.1101/2021.05.07.443074
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Inhibition-Dominated Rich-Club Shapes Dynamics in Cortical Microcircuits in Awake Behaving Mice
Hadi Hafizi, Sunny Nigam, Josh Barnathan, Naixin Ren, Ian H Stevenson, Sotiris C Masmanidis, Ehren L Newman, Olaf Sporns, John M Beggs
bioRxiv 2021.05.07.443074; doi: https://doi.org/10.1101/2021.05.07.443074

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