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Nested oscillatory dynamics in cortical organoids model early human brain network development

Cleber A. Trujillo, View ORCID ProfileRichard Gao, Priscilla D. Negraes, Isaac A. Chaim, Alain Domissy, Matthieu Vandenberghe, Anna Devor, Gene W. Yeo, Bradley Voytek, View ORCID ProfileAlysson R. Muotri
doi: https://doi.org/10.1101/358622
Cleber A. Trujillo
1University of California San Diego, School of Medicine, Department of Pediatrics/Rady Children’s Hospital San Diego, La Jolla, California 92093, USA.
2University of California San Diego, School of Medicine, Department of Cellular & Molecular Medicine, La Jolla, California 92093, USA.
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Richard Gao
3University of California San Diego, Department of Cognitive Science, Neurosciences Graduate Program, Institute for Neural Computation, La Jolla, California 92093, USA.
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  • ORCID record for Richard Gao
Priscilla D. Negraes
1University of California San Diego, School of Medicine, Department of Pediatrics/Rady Children’s Hospital San Diego, La Jolla, California 92093, USA.
2University of California San Diego, School of Medicine, Department of Cellular & Molecular Medicine, La Jolla, California 92093, USA.
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Isaac A. Chaim
2University of California San Diego, School of Medicine, Department of Cellular & Molecular Medicine, La Jolla, California 92093, USA.
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Alain Domissy
2University of California San Diego, School of Medicine, Department of Cellular & Molecular Medicine, La Jolla, California 92093, USA.
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Matthieu Vandenberghe
4University of California San Diego, Department of Radiology, Department of Neurosciences, La Jolla, California 92093, USA;
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Anna Devor
4University of California San Diego, Department of Radiology, Department of Neurosciences, La Jolla, California 92093, USA;
5Harvard Medical School, Massachusetts General Hospital, Martinos Center for Biomedical Imaging, Charlestown, MA 02129, USA.
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Gene W. Yeo
2University of California San Diego, School of Medicine, Department of Cellular & Molecular Medicine, La Jolla, California 92093, USA.
6Molecular Engineering Laboratory, Agency for Science, Technology and Research, Singapore, Singapore.
7Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
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Bradley Voytek
3University of California San Diego, Department of Cognitive Science, Neurosciences Graduate Program, Institute for Neural Computation, La Jolla, California 92093, USA.
8University of California San Diego, Kavli Institute for Brain and Mind, La Jolla, California 92093, USA.
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  • For correspondence: muotri@ucsd.edu bvoytek@ucsd.edu
Alysson R. Muotri
1University of California San Diego, School of Medicine, Department of Pediatrics/Rady Children’s Hospital San Diego, La Jolla, California 92093, USA.
2University of California San Diego, School of Medicine, Department of Cellular & Molecular Medicine, La Jolla, California 92093, USA.
8University of California San Diego, Kavli Institute for Brain and Mind, La Jolla, California 92093, USA.
9Center for Academic Research and Training in Anthropogeny (CARTA), La Jolla, California 92093, USA.
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  • For correspondence: muotri@ucsd.edu bvoytek@ucsd.edu
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SUMMARY

Structural and transcriptional changes during early brain maturation follow fixed developmental programs defined by genetics. However, whether this is true for functional network activity remains unknown, primarily due to experimental inaccessibility of the initial stages of the living human brain. Here, we developed cortical organoids that spontaneously display periodic and regular oscillatory network events that are dependent on glutamatergic and GABAergic signaling. These nested oscillations exhibit cross-frequency coupling, proposed to coordinate neuronal computation and communication. As evidence of potential network maturation, oscillatory activity subsequently transitioned to more spatiotemporally irregular patterns, capturing features observed in preterm human electroencephalography (EEG). These results show that the development of structured network activity in the human neocortex may follow stable genetic programming, even in the absence of external or subcortical inputs. Our approach provides novel opportunities for investigating and manipulating the role of network activity in the developing human cortex.

HIGHLIGHTS

  • Early development of human functional neural networks and oscillatory activity can be modeled in vitro.

  • Cortical organoids exhibit phase-amplitude coupling between delta oscillation (2 Hz) and high-frequency activity (100-400 Hz) during network-synchronous events.

  • Differential role of glutamate and GABA in initiating and maintaining oscillatory network activity.

  • Developmental impairment of MECP2-KO cortical organoids impacts the emergence of oscillatory activity.

  • Cortical organoid network electrophysiological signatures correlate with human preterm neonatal EEG features.

eTOC Brain oscillations are a candidate mechanism for how neural populations are temporally organized to instantiate cognition and behavior. Cortical organoids initially exhibit periodic and highly regular nested oscillatory network events that eventually transition to more spatiotemporally complex activity, capturing features of late-stage preterm infant electroencephalography. Functional neural circuitry in cortical organoids exhibits emergence and development of oscillatory network dynamics similar to those found in the developing human brain.

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 September 03, 2018.
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Nested oscillatory dynamics in cortical organoids model early human brain network development
Cleber A. Trujillo, Richard Gao, Priscilla D. Negraes, Isaac A. Chaim, Alain Domissy, Matthieu Vandenberghe, Anna Devor, Gene W. Yeo, Bradley Voytek, Alysson R. Muotri
bioRxiv 358622; doi: https://doi.org/10.1101/358622
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Nested oscillatory dynamics in cortical organoids model early human brain network development
Cleber A. Trujillo, Richard Gao, Priscilla D. Negraes, Isaac A. Chaim, Alain Domissy, Matthieu Vandenberghe, Anna Devor, Gene W. Yeo, Bradley Voytek, Alysson R. Muotri
bioRxiv 358622; doi: https://doi.org/10.1101/358622

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