Striatum-wide dopamine encodes trajectory errors separated from value
Authors/Creators
Description
Goal-directed navigation requires animals to continuously evaluate their current direction and speed of travel relative to landmarks to discern whether they are approaching or deviating from their goal. Striatal dopamine release signals the reward-predictive value of cues1,2, likely contributing to motivation3,4, but it is unclear how dopamine incorporates an animal’s ongoing trajectory for effective behavioral guidance. We demonstrate that cue-evoked striatal dopamine release in mice encodes bi-directional 'trajectory errors' reflecting the relationship between the speed and direction of ongoing movement relative to optimal goal trajectories. Trajectory error signals could be computed from locomotion or visual flow, and were independent from simultaneous dopamine increases reflecting learned cue value. Joint trajectory error and cue value encoding were reproduced by the RPE term in a standard reinforcement learning algorithm with mixed sensorimotor inputs. However, these two signals had distinct state space requirements, suggesting that they could arise from a common reinforcement learning algorithm with distinct neural inputs. Striatum-wide multi-fiber array measurements resolved overlapping, yet temporally and anatomically separable representations of trajectory error and cue-value, indicating how functionally distinct dopamine signals for motivation and guidance are multiplexed across striatal regions to facilitate goal-directed behavior.
Files
AnalysisCode.zip
Files
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Additional details
Funding
- National Institute of Mental Health
- Striatum Wide Dynamics and Neuromodulation of Cell-Type Specific Striatum Populations during Learning R01MH125835
- National Institute of Neurological Disorders and Stroke
- Establishing a Spatial Map of Dopamine Reward Prediction Error Computations and their Function in Distinct Associative Learning Processes Across the Striatum: a Methodological Framework F31NS127536
- National Institute of Mental Health
- Subcellular Mapping and Post-Synaptic Impacts of Striatal Dopamine Release During Behavior F32MH120894
- Esther A. & Joseph Klingenstein Fund
- Subcellular Neuromodulation of Striatum Circuits During Learning and Movement
Software
- Programming language
- MATLAB
References
- Targeted micro-fiber arrays for measuring and manipulating localized multi-scale neural dynamics over large, deep brain volumes during behavior Vu, Mai-Anh T. et al. Neuron, Volume 112, Issue 6, 909 - 923.e9
- Spatially organized striatal neuromodulator release encodes trajectory errors Eleanor Brown, Yihan Zi, Mai-Anh Vu, Safa Bouabid, Jack Lindsey, Chinyere Godfrey-Nwachukwu, Aaquib Attarwala, Ashok Litwin-Kumar, Brian DePasquale, Mark Howe bioRxiv 2024.08.13.607797; doi: https://doi.org/10.1101/2024.08.13.607797