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Cerebellar acceleration of learning in an evidence-accumulation task

View ORCID ProfileMarlies Oostland, Mikhail Kislin, Yuhang Chen, Tiffany Chen, Sarah Jo Venditto, View ORCID ProfileBen Deverett, Samuel S.-H. Wang
doi: https://doi.org/10.1101/2021.12.23.474034
Marlies Oostland
1Neuroscience Institute, Princeton University, Princeton, NJ, USA
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  • For correspondence: sswang@princeton.edu m.oostland@ucl.ac.uk
Mikhail Kislin
1Neuroscience Institute, Princeton University, Princeton, NJ, USA
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Yuhang Chen
1Neuroscience Institute, Princeton University, Princeton, NJ, USA
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Tiffany Chen
2Department of Neurological Surgery, University of California, San Francisco, CA, USA
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Sarah Jo Venditto
1Neuroscience Institute, Princeton University, Princeton, NJ, USA
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Ben Deverett
3Department of Anesthesiology, Stanford University Medical Center, Stanford, CA, USA
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Samuel S.-H. Wang
1Neuroscience Institute, Princeton University, Princeton, NJ, USA
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  • For correspondence: sswang@princeton.edu m.oostland@ucl.ac.uk
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Abstract

Perturbation to the cerebellum can lead to motor dysfunction, cognitive deficits, and behavioral inflexibility. Here we report that a cerebellum-specific transgenic mouse model with disrupted Purkinje cell function shows unexpectedly accelerated learning on a sensory evidence-accumulation task, as well as enhanced sensory reactivity to touch and auditory cues. Computational latent-state analysis of behavior revealed that accelerated learning was associated with enhanced focus on current over past trials. Learning was also accelerated by providing cue-locked optogenetic stimulation of Purkinje cells, but unaffected by continuous optogenetic interference with Purkinje cell activity. Both transgenic and optogenetically-boosted mice showed prolonged electrophysiological activity in Purkinje-cell complex spikes and anterior cingulate cortex. We suggest that cerebellar activity may shape evidence-accumulation learning by enhancing task focus and neocortical processing of current experience.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • The revised version of our manuscript is rewritten to focus on the effects of cerebellar perturbations on learning and on forebrain activity, and to present the results with more clarity. Any interpretations about autism spectrum disorder have been moved to the discussion. We added data about sensory reactivity with cue-locked optogenetic stimulation of Purkinje cells in crus I. Furthermore, we added analysis of whisker movement and licks during the evidence-accumulation task to control for changes in movement. We also performed additional controls for data presented in the manuscript, those are added throughout the text.

Copyright 
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 July 18, 2022.
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Cerebellar acceleration of learning in an evidence-accumulation task
Marlies Oostland, Mikhail Kislin, Yuhang Chen, Tiffany Chen, Sarah Jo Venditto, Ben Deverett, Samuel S.-H. Wang
bioRxiv 2021.12.23.474034; doi: https://doi.org/10.1101/2021.12.23.474034
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Cerebellar acceleration of learning in an evidence-accumulation task
Marlies Oostland, Mikhail Kislin, Yuhang Chen, Tiffany Chen, Sarah Jo Venditto, Ben Deverett, Samuel S.-H. Wang
bioRxiv 2021.12.23.474034; doi: https://doi.org/10.1101/2021.12.23.474034

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