Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons

Although midbrain dopamine (DA) neurons have been thought to primarily encode reward prediction error (RPE), recent studies have also found movement-related DAergic signals. For example, we recently reported that DA neurons in mice projecting to dorsomedial striatum are modulated by choices contrala...

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Main Authors: Rachel S Lee, Marcelo G Mattar, Nathan F Parker, Ilana B Witten, Nathaniel D Daw
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2019-04-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/42992
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author Rachel S Lee
Marcelo G Mattar
Nathan F Parker
Ilana B Witten
Nathaniel D Daw
author_facet Rachel S Lee
Marcelo G Mattar
Nathan F Parker
Ilana B Witten
Nathaniel D Daw
author_sort Rachel S Lee
collection DOAJ
description Although midbrain dopamine (DA) neurons have been thought to primarily encode reward prediction error (RPE), recent studies have also found movement-related DAergic signals. For example, we recently reported that DA neurons in mice projecting to dorsomedial striatum are modulated by choices contralateral to the recording side. Here, we introduce, and ultimately reject, a candidate resolution for the puzzling RPE vs movement dichotomy, by showing how seemingly movement-related activity might be explained by an action-specific RPE. By considering both choice and RPE on a trial-by-trial basis, we find that DA signals are modulated by contralateral choice in a manner that is distinct from RPE, implying that choice encoding is better explained by movement direction. This fundamental separation between RPE and movement encoding may help shed light on the diversity of functions and dysfunctions of the DA system.
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spelling doaj.art-d27199bcf28642ffa8306a8ebae6ef942022-12-22T04:32:27ZengeLife Sciences Publications LtdeLife2050-084X2019-04-01810.7554/eLife.42992Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neuronsRachel S Lee0https://orcid.org/0000-0001-7984-1942Marcelo G Mattar1Nathan F Parker2Ilana B Witten3https://orcid.org/0000-0003-0548-2160Nathaniel D Daw4https://orcid.org/0000-0001-5029-1430Department of Psychology, Princeton Neuroscience Institute, Princeton University, New Jersey, United StatesDepartment of Psychology, Princeton Neuroscience Institute, Princeton University, New Jersey, United StatesDepartment of Psychology, Princeton Neuroscience Institute, Princeton University, New Jersey, United StatesDepartment of Psychology, Princeton Neuroscience Institute, Princeton University, New Jersey, United StatesDepartment of Psychology, Princeton Neuroscience Institute, Princeton University, New Jersey, United StatesAlthough midbrain dopamine (DA) neurons have been thought to primarily encode reward prediction error (RPE), recent studies have also found movement-related DAergic signals. For example, we recently reported that DA neurons in mice projecting to dorsomedial striatum are modulated by choices contralateral to the recording side. Here, we introduce, and ultimately reject, a candidate resolution for the puzzling RPE vs movement dichotomy, by showing how seemingly movement-related activity might be explained by an action-specific RPE. By considering both choice and RPE on a trial-by-trial basis, we find that DA signals are modulated by contralateral choice in a manner that is distinct from RPE, implying that choice encoding is better explained by movement direction. This fundamental separation between RPE and movement encoding may help shed light on the diversity of functions and dysfunctions of the DA system.https://elifesciences.org/articles/42992dopaminereward prediction errorvalue
spellingShingle Rachel S Lee
Marcelo G Mattar
Nathan F Parker
Ilana B Witten
Nathaniel D Daw
Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons
eLife
dopamine
reward prediction error
value
title Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons
title_full Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons
title_fullStr Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons
title_full_unstemmed Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons
title_short Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons
title_sort reward prediction error does not explain movement selectivity in dms projecting dopamine neurons
topic dopamine
reward prediction error
value
url https://elifesciences.org/articles/42992
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AT ilanabwitten rewardpredictionerrordoesnotexplainmovementselectivityindmsprojectingdopamineneurons
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