Literature DB >> 30559152

Emotionally Aversive Cues Suppress Neural Systems Underlying Optimal Learning in Socially Anxious Individuals.

Payam Piray1, Verena Ly2, Karin Roelofs3, Roshan Cools3, Ivan Toni3.   

Abstract

Learning and decision-making are modulated by socio-emotional processing and such modulation is implicated in clinically relevant personality traits of social anxiety. The present study elucidates the computational and neural mechanisms by which emotionally aversive cues disrupt learning in socially anxious human individuals. Healthy volunteers with low or high trait social anxiety performed a reversal learning task requiring learning actions in response to angry or happy face cues. Choice data were best captured by a computational model in which learning rate was adjusted according to the history of surprises. High trait socially anxious individuals used a less-dynamic strategy for adjusting their learning rate in trials started with angry face cues and unlike the low social anxiety group, their dorsal anterior cingulate cortex (dACC) activity did not covary with the learning rate. Our results demonstrate that trait social anxiety is accompanied by disruption of optimal learning and dACC activity in threatening situations.SIGNIFICANCE STATEMENT Social anxiety is known to influence a broad range of cognitive functions. This study tests whether and how social anxiety affects human value-based learning as a function of uncertainty in the learning environment. The findings indicate that, in a threatening context evoked by an angry face, socially anxious individuals fail to benefit from a stable learning environment with highly predictable stimulus-response-outcome associations. Under those circumstances, socially anxious individuals failed to use their dorsal anterior cingulate cortex, a region known to adjust learning rate to environmental uncertainty. These findings open the way to modify neurobiological mechanisms of maladaptive learning in anxiety and depressive disorders.
Copyright © 2019 the authors 0270-6474/19/391445-12$15.00/0.

Entities:  

Keywords:  anterior cingulate cortex; decision-making; learning; reward; social anxiety

Mesh:

Year:  2018        PMID: 30559152      PMCID: PMC6381249          DOI: 10.1523/JNEUROSCI.1394-18.2018

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  56 in total

Review 1.  The role of dorsal striatal D2-like receptors in reversal learning: a reinforcement learning viewpoint.

Authors:  Payam Piray
Journal:  J Neurosci       Date:  2011-10-05       Impact factor: 6.167

2.  Unified segmentation.

Authors:  John Ashburner; Karl J Friston
Journal:  Neuroimage       Date:  2005-04-01       Impact factor: 6.556

3.  A contemporary learning theory perspective on the etiology of anxiety disorders: it's not what you thought it was.

Authors:  Susan Mineka; Richard Zinbarg
Journal:  Am Psychol       Date:  2006-01

4.  A model for Pavlovian learning: variations in the effectiveness of conditioned but not of unconditioned stimuli.

Authors:  J M Pearce; G Hall
Journal:  Psychol Rev       Date:  1980-11       Impact factor: 8.934

5.  Differential roles of human striatum and amygdala in associative learning.

Authors:  Jian Li; Daniela Schiller; Geoffrey Schoenbaum; Elizabeth A Phelps; Nathaniel D Daw
Journal:  Nat Neurosci       Date:  2011-09-11       Impact factor: 24.884

6.  Genetic triple dissociation reveals multiple roles for dopamine in reinforcement learning.

Authors:  Michael J Frank; Ahmed A Moustafa; Heather M Haughey; Tim Curran; Kent E Hutchison
Journal:  Proc Natl Acad Sci U S A       Date:  2007-10-03       Impact factor: 11.205

7.  Impulse control disorders in Parkinson's disease are associated with dysfunction in stimulus valuation but not action valuation.

Authors:  Payam Piray; Yashar Zeighami; Fariba Bahrami; Abeer M Eissa; Doaa H Hewedi; Ahmed A Moustafa
Journal:  J Neurosci       Date:  2014-06-04       Impact factor: 6.167

8.  Learning the value of information in an uncertain world.

Authors:  Timothy E J Behrens; Mark W Woolrich; Mark E Walton; Matthew F S Rushworth
Journal:  Nat Neurosci       Date:  2007-08-05       Impact factor: 24.884

9.  Disentangling the roles of approach, activation and valence in instrumental and pavlovian responding.

Authors:  Quentin J M Huys; Roshan Cools; Martin Gölzer; Eva Friedel; Andreas Heinz; Raymond J Dolan; Peter Dayan
Journal:  PLoS Comput Biol       Date:  2011-04-21       Impact factor: 4.475

10.  Computations of uncertainty mediate acute stress responses in humans.

Authors:  Archy O de Berker; Robb B Rutledge; Christoph Mathys; Louise Marshall; Gemma F Cross; Raymond J Dolan; Sven Bestmann
Journal:  Nat Commun       Date:  2016-03-29       Impact factor: 14.919

View more
  9 in total

1.  Using reinforcement learning models in social neuroscience: frameworks, pitfalls and suggestions of best practices.

Authors:  Lei Zhang; Lukas Lengersdorff; Nace Mikus; Jan Gläscher; Claus Lamm
Journal:  Soc Cogn Affect Neurosci       Date:  2020-07-30       Impact factor: 3.436

2.  Obsessive-compulsive disorder is characterized by decreased Pavlovian influence on instrumental behavior.

Authors:  Ziwen Peng; Luning He; Rongzhen Wen; Tom Verguts; Carol A Seger; Qi Chen
Journal:  PLoS Comput Biol       Date:  2022-10-10       Impact factor: 4.779

3.  Developing Students' Emotional Competencies in English Language Classes: Reciprocal Benefits and Practical Implications.

Authors:  Philippe Gay; Slavka Pogranova; Laetitia Mauroux; Estelle Trisconi; Emily Rankin; Rebecca Shankland
Journal:  Int J Environ Res Public Health       Date:  2022-05-26       Impact factor: 4.614

4.  A simple model for learning in volatile environments.

Authors:  Payam Piray; Nathaniel D Daw
Journal:  PLoS Comput Biol       Date:  2020-07-01       Impact factor: 4.475

5.  Hierarchical Bayesian inference for concurrent model fitting and comparison for group studies.

Authors:  Payam Piray; Amir Dezfouli; Tom Heskes; Michael J Frank; Nathaniel D Daw
Journal:  PLoS Comput Biol       Date:  2019-06-18       Impact factor: 4.475

6.  Effects of methylphenidate on reinforcement learning depend on working memory capacity.

Authors:  Roshan Cools; Hanneke E M den Ouden; Mojtaba Rostami Kandroodi; Jennifer L Cook; Jennifer C Swart; Monja I Froböse; Dirk E M Geurts; Abdol-Hossein Vahabie; Majid Nili Ahmadabadi
Journal:  Psychopharmacology (Berl)       Date:  2021-10-21       Impact factor: 4.415

7.  A model for learning based on the joint estimation of stochasticity and volatility.

Authors:  Payam Piray; Nathaniel D Daw
Journal:  Nat Commun       Date:  2021-11-15       Impact factor: 14.919

8.  Dissociable roles for the striatal cholinergic system in different flexibility contexts.

Authors:  Brendan Williams; Anastasia Christakou
Journal:  IBRO Neurosci Rep       Date:  2022-04-01

9.  Amygdala hyperreactivity to faces conditioned with a social-evaluative meaning- a multiplex, multigenerational fMRI study on social anxiety endophenotypes.

Authors:  Janna Marie Bas-Hoogendam; Henk van Steenbergen; Nic J A van der Wee; P Michiel Westenberg
Journal:  Neuroimage Clin       Date:  2020-03-16       Impact factor: 4.881

  9 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.