Psilocybin asymmetrically modulates outcome-based choice and cortical processing under uncertainty
David S Jacobs1, Alejandro Torrado Pacheco1, Randall Olson1
1Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, Oregon.
Biorxiv : the Preprint Server for Biology
|August 1, 2026
Summary
Psilocybin enhances decision-making in uncertain situations by improving learning from positive outcomes. This psychedelic compound reweights brain activity, prioritizing new, rewarding information for better choice selection.
Area of Science:
- Neuroscience
- Psychopharmacology
- Computational Psychiatry
Background:
- Emerging research suggests psilocybin's therapeutic potential for psychiatric disorders.
- Neural mechanisms underlying psilocybin's effects, particularly in meta-learning and cognitive flexibility, are being investigated.
- Rodent models are limited in studying the subjective psychedelic experience but can quantify neural processes during drug exposure.
Purpose of the Study:
- To computationally model and record neural activity in the medial prefrontal cortex during psilocybin exposure.
- To characterize how psilocybin affects value-based probabilistic choice tasks.
- To understand the impact of psilocybin on reinforcement learning and neural representations of outcomes.
Main Methods:
- Utilized computational modeling and single-unit recordings in rodents.
- Administered psilocybin during a value-based probabilistic choice task.
- Analyzed medial prefrontal cortex activity and behavioral choice selection.
Main Results:
- Psilocybin improved choice selection in uncertain environments.
- Observed bidirectional shifts in reinforcement learning rates: enhanced updating from rewards, reduced updating from punishments.
- Neural encoding showed enhanced representation of rewarded outcomes and diminished representation of unrewarded outcomes.
Conclusions:
- Psilocybin enhances choice selection in uncertainty by modulating reinforcement learning.
- The drug alters cortical coding, favoring learning from positive experiences.
- Findings suggest psilocybin's potential to improve cognitive flexibility and learning in psychiatric contexts.
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