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Single voxel autocorrelation uncovers gradients of temporal dynamics in the hippocampus and entorhinal cortex during rest and navigation

View ORCID ProfileNichole R. Bouffard, View ORCID ProfileAli Golestani, View ORCID ProfileIva K. Brunec, Buddhika Bellana, View ORCID ProfileMorgan D. Barense, View ORCID ProfileMorris Moscovitch
doi: https://doi.org/10.1101/2021.07.28.454036
Nichole R. Bouffard
1Department of Psychology, University of Toronto, Toronto, Ontario, Canada
2Rotman Research Institute, Baycrest Health Sciences, North York, Ontario, Canada
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  • For correspondence: nichole.bouffard@mail.utoronto.ca
Ali Golestani
1Department of Psychology, University of Toronto, Toronto, Ontario, Canada
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Iva K. Brunec
3Department of Psychology, Temple University, Philadelphia, Pennsylvania, USA
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Buddhika Bellana
1Department of Psychology, University of Toronto, Toronto, Ontario, Canada
4Department of Psychology, Glendon College - York University, Toronto, Ontario, Canada
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Morgan D. Barense
1Department of Psychology, University of Toronto, Toronto, Ontario, Canada
2Rotman Research Institute, Baycrest Health Sciences, North York, Ontario, Canada
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Morris Moscovitch
1Department of Psychology, University of Toronto, Toronto, Ontario, Canada
2Rotman Research Institute, Baycrest Health Sciences, North York, Ontario, Canada
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Abstract

During navigation, information at multiple scales needs to be integrated. Single-unit recordings in rodents suggest that gradients of temporal dynamics in the hippocampus and entorhinal cortex support this integration. In humans, gradients of representation are observed, such that granularity of information represented increases along the long axis of the hippocampus. The neural underpinnings of this gradient in humans, however, are still unknown. Current research is limited by coarse fMRI analysis techniques that obscure the activity of individual voxels, preventing investigation of how moment-to-moment changes in brain signal are organized and how they are related to behavior. Here, we measured the signal stability of single voxels over time to uncover previously unappreciated gradients of temporal dynamics in the hippocampus and entorhinal cortex. Using our novel, single voxel autocorrelation technique, we show for the first time a medial-lateral hippocampal gradient, as well as a continuous autocorrelation gradient along the anterolateral-posteromedial entorhinal extent. Importantly, we show that anterior-posterior and medial-lateral hippocampal autocorrelation gradients were modulated by navigational difficulty, indicating that changes in signal stability are relevant for behavior. Our method and findings open the door for future research on how temporal gradients within these structures support the integration of information for goal-directed behavior.

Conflict of interest statement The authors declare no competing financial interests.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • ↵† Shared senior authorship

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 July 29, 2021.
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Single voxel autocorrelation uncovers gradients of temporal dynamics in the hippocampus and entorhinal cortex during rest and navigation
Nichole R. Bouffard, Ali Golestani, Iva K. Brunec, Buddhika Bellana, Morgan D. Barense, Morris Moscovitch
bioRxiv 2021.07.28.454036; doi: https://doi.org/10.1101/2021.07.28.454036
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Single voxel autocorrelation uncovers gradients of temporal dynamics in the hippocampus and entorhinal cortex during rest and navigation
Nichole R. Bouffard, Ali Golestani, Iva K. Brunec, Buddhika Bellana, Morgan D. Barense, Morris Moscovitch
bioRxiv 2021.07.28.454036; doi: https://doi.org/10.1101/2021.07.28.454036

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