Evidence map›Paper›PMID 28626011›Full record

ArticleThe Journal of neuroscience : the official journal of the Society for Neuroscience2017

Effects of Ventral Striatum Lesions on Stimulus-Based versus Action-Based Reinforcement Learning.

Kathryn M Rothenhoefer, Vincent D Costa, Ramón Bartolo, Raquel Vicario-Feliciano, Elisabeth A Murray, Bruno B Averbeck

Open access · bronzeAbstract read
In one paragraph

Article in The Journal of neuroscience : the official journal of the Society for Neuroscience, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed
3.0field-weighted citation impact, top 8% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

37 citing papers in PubMed, 60 citations in OpenAlex.

  1. Article
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  8. Review
  9. Four Streams Within the Prefrontal Cortex: Integrating Structural and Functional Connectivity.The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry · 2025
    Review
  10. Article
  11. Dopamine and Norepinephrine Differentially Mediate the Exploration-Exploitation Tradeoff.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024
    Article
  12. Computational Mechanisms Underlying Motivation to Earn Symbolic Reinforcers.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024
    Article
  13. Motor System-Dependent Effects of Amygdala and Ventral Striatum Lesions on Explore-Exploit Behaviors.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024
    Article
  14. Dissociable Contributions of Basolateral Amygdala and Ventrolateral Orbitofrontal Cortex to Flexible Learning Under Uncertainty.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024
    Article
  15. An opponent striatal circuit for distributional reinforcement learning.bioRxiv : the preprint server for biology · 2024
    Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Reinforcement-learning in fronto-striatal circuits.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2022
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 1 institution in 1 country.

Kathryn M RothenhoeferLaboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland 20892.ORCID 0000-0001-8012-9725
Vincent D CostaLaboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland 20892.ORCID 0000-0002-5412-8945
Ramón BartoloLaboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland 20892.ORCID 0000-0003-2165-9747
Raquel Vicario-FelicianoLaboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland 20892.
Elisabeth A MurrayLaboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland 20892.ORCID 0000-0003-1450-1642
Bruno B AverbeckLaboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland 20892 bruno.averbeck@nih.gov.
National Institutes of Health · US

Funding

Frontal Striatal Systems and Dopamine in Normal and Pathological BehaviorZIAMH002928 · NIMH · NATIONAL INSTITUTE OF MENTAL HEALTH · PI AVERBECK, BRUNO · 2010 to 2025
$29.0M
Neural Substrates of Reward Processing and EmotionZIAMH002887 · NIMH · NATIONAL INSTITUTE OF MENTAL HEALTH · PI MURRAY, ELISABETH A · 2009 to 2025
$26.0M
Intramural NIH HHS ZIA MH002928
6 · The paper itself

Abstract

Learning the values of actions versus stimuli may depend on separable neural circuits. In the current study, we evaluated the performance of rhesus macaques with ventral striatum (VS) lesions on a two-arm bandit task that had randomly interleaved blocks of stimulus-based and action-based reinforcement learning (RL). Compared with controls, monkeys with VS lesions had deficits in learning to select rewarding images but not rewarding actions. We used a RL model to quantify learning and choice consistency and found that, in stimulus-based RL, the VS lesion monkeys were more influenced by negative feedback and had lower choice consistency than controls. Using a Bayesian model to parse the groups' learning strategies, we also found that VS lesion monkeys defaulted to an action-based choice strategy. Therefore, the VS is involved specifically in learning the value of stimuli, not actions.

Indexed as

Reinforcement, PsychologyRewardAnimalsChoice BehaviorConditioning, ClassicalMacaca mulattaMotivationNerve NetPsychomotor PerformanceVentral Striatumreinforcement learningventral striatum

Identifiers

PMID28626011
PMCPMC5518420
OpenAlexW2626341590

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.