Evidence map›Paper›PMID 34637750›Full record

ArticleCurrent biology : CB2021

Relative salience signaling within a thalamo-orbitofrontal circuit governs learning rate.

Vijay Mohan K Namboodiri, Taylor Hobbs, Ivan Trujillo-Pisanty, Rhiana C Simon, Madelyn M Gray, Garret D Stuber

Open access · greenAbstract read
In one paragraph

Article in Current biology : CB, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
1.4field-weighted citation impact, top 19% 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

18 citing papers in PubMed, 28 citations in OpenAlex.

  1. Article
  2. Review
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  4. Memory erasure by dopamine-gated retrospective learning.bioRxiv : the preprint server for biology · 2026
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  11. 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
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  18. 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 2 institutions in 1 country.

Vijay Mohan K NamboodiriThe Center for the Neurobiology of Addiction, Pain, and Emotion, Department of Anesthesiology and Pain Medicine, Department of Pharmacology, University of Washington, Seattle, WA 98195, USA.
Taylor HobbsThe Center for the Neurobiology of Addiction, Pain, and Emotion, Department of Anesthesiology and Pain Medicine, Department of Pharmacology, University of Washington, Seattle, WA 98195, USA.
Ivan Trujillo-PisantyThe Center for the Neurobiology of Addiction, Pain, and Emotion, Department of Anesthesiology and Pain Medicine, Department of Pharmacology, University of Washington, Seattle, WA 98195, USA.
Rhiana C SimonGraduate Program in Neuroscience, University of Washington, Seattle, WA 98195, USA.
Madelyn M GrayGraduate Program in Neuroscience, University of Washington, Seattle, WA 98195, USA.
Garret D StuberThe Center for the Neurobiology of Addiction, Pain, and Emotion, Department of Anesthesiology and Pain Medicine, Department of Pharmacology, University of Washington, Seattle, WA 98195, USA; Graduate Program in Neuroscience, University of Washington, Seattle, WA 98195, USA. Electronic address: gstuber@uw.edu.
Pain and Headache Center · USUniversity of Washington · US

Funding

University of Washington Center of Excellence in Opioid Addiction ResearchP30DA048736 · NIDA · UNIVERSITY OF WASHINGTON · PI Michael R. Bruchas · 2019 to 2026
$13.0M
Neural circuit elements that orchestrate cue-reward associationsR37DA032750 · NIDA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Garret D Stuber · 2017 to 2026
$4.5M
Lateral Hypothalamic Circuits for Feeding and ReinforcementR01DA038168 · NIDA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI STUBER, GARRET D · 2014 to 2025
$4.0M
Midbrain Neural Circuit Elements That Underlie Cue-Reward AssociationsR01DA032750 · NIDA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI STUBER, GARRET D · 2012 to 2016
$1.6M
Neural encoding of associative learning by orbitofrontal cortex circuitsR00MH118422 · NIMH · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI K NAMBOODIRI, VIJAY MOHAN · 2020 to 2022
$747k
Disentangling stress-induced transcriptional and functional heterogeneity of the midbrainF31MH117931 · NIMH · UNIVERSITY OF WASHINGTON · PI SIMON, RHIANA CATHERINE · 2019 to 2021
$122k
NIDA NIH HHS P30 DA048736NIDA NIH HHS R01 DA032750NIDA NIH HHS R01 DA038168NIDA NIH HHS R37 DA032750NIMH NIH HHS F31 MH117931NIMH NIH HHS R00 MH118422
6 · The paper itself

Abstract

Learning to predict rewards is essential for the sustained fitness of animals. Contemporary views suggest that such learning is driven by a reward prediction error (RPE)-the difference between received and predicted rewards. The magnitude of learning induced by an RPE is proportional to the product of the RPE and a learning rate. Here we demonstrate using two-photon calcium imaging and optogenetics in mice that certain functionally distinct subpopulations of ventral/medial orbitofrontal cortex (vmOFC) neurons signal learning rate control. Consistent with learning rate control, trial-by-trial fluctuations in vmOFC activity positively correlate with behavioral updating when the RPE is positive, and negatively correlates with behavioral updating when the RPE is negative. Learning rate is affected by many variables including the salience of a reward. We found that the average reward response of these neurons signals the relative salience of a reward, because it decreases after reward prediction learning or the introduction of another highly salient aversive stimulus. The relative salience signaling in vmOFC is sculpted by medial thalamic inputs. These results support emerging theoretical views that prefrontal cortex encodes and controls learning parameters.

Indexed as

LearningRewardAnimalsMiceNeuronsOptogeneticsPrefrontal Cortexassociative learninglearning ratemedial thalamusoptogeneticsorbitofrontal cortexreward prediction errorsaliencetrace conditioningtwo-photon imaging

Identifiers

PMID34637750
PMCPMC8849135
OpenAlexW3205025610

What OpenQuestion holds

Textmetadata
LicenceTDM
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.