Literature DB >> 32193325

Dopamine promotes cognitive effort by biasing the benefits versus costs of cognitive work.

R Cools1,2, M J Frank3,4, A Westbrook5,1,2, R van den Bosch1,2, J I Määttä1,2, L Hofmans1,2, D Papadopetraki1,2.   

Abstract

Stimulants such as methylphenidate are increasingly used for cognitive enhancement but precise mechanisms are unknown. We found that methylphenidate boosts willingness to expend cognitive effort by altering the benefit-to-cost ratio of cognitive work. Willingness to expend effort was greater for participants with higher striatal dopamine synthesis capacity, whereas methylphenidate and sulpiride, a selective D2 receptor antagonist, increased cognitive motivation more for participants with lower synthesis capacity. A sequential sampling model informed by momentary gaze revealed that decisions to expend effort are related to amplification of benefit-versus-cost information attended early in the decision process, whereas the effect of benefits is strengthened with higher synthesis capacity and by methylphenidate. These findings demonstrate that methylphenidate boosts the perceived benefits versus costs of cognitive effort by modulating striatal dopamine signaling.
Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.

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Year:  2020        PMID: 32193325      PMCID: PMC7430502          DOI: 10.1126/science.aaz5891

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   47.728


  35 in total

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Authors:  Wolfgang M Pauli; Randall C O'Reilly; Tal Yarkoni; Tor D Wager
Journal:  Proc Natl Acad Sci U S A       Date:  2016-02-01       Impact factor: 11.205

2.  Dopamine-mediated reinforcement learning signals in the striatum and ventromedial prefrontal cortex underlie value-based choices.

Authors:  Gerhard Jocham; Tilmann A Klein; Markus Ullsperger
Journal:  J Neurosci       Date:  2011-02-02       Impact factor: 6.167

3.  Opponent actor learning (OpAL): modeling interactive effects of striatal dopamine on reinforcement learning and choice incentive.

Authors:  Anne G E Collins; Michael J Frank
Journal:  Psychol Rev       Date:  2014-07       Impact factor: 8.934

Review 4.  The cognition-enhancing effects of psychostimulants involve direct action in the prefrontal cortex.

Authors:  Robert C Spencer; David M Devilbiss; Craig W Berridge
Journal:  Biol Psychiatry       Date:  2014-09-28       Impact factor: 13.382

5.  Concurrent autoreceptor-mediated control of dopamine release and uptake during neurotransmission: an in vivo voltammetric study.

Authors:  Qun Wu; Maarten E A Reith; Q David Walker; Cynthia M Kuhn; F Ivy Carroll; Paul A Garris
Journal:  J Neurosci       Date:  2002-07-15       Impact factor: 6.167

6.  Eye tracking and pupillometry are indicators of dissociable latent decision processes.

Authors:  James F Cavanagh; Thomas V Wiecki; Angad Kochar; Michael J Frank
Journal:  J Exp Psychol Gen       Date:  2014-02-17

7.  Therapeutic doses of oral methylphenidate significantly increase extracellular dopamine in the human brain.

Authors:  N D Volkow; G Wang; J S Fowler; J Logan; M Gerasimov; L Maynard; Y Ding; S J Gatley; A Gifford; D Franceschi
Journal:  J Neurosci       Date:  2001-01-15       Impact factor: 6.167

Review 8.  Dopamine Does Double Duty in Motivating Cognitive Effort.

Authors:  Andrew Westbrook; Todd S Braver
Journal:  Neuron       Date:  2016-02-17       Impact factor: 17.173

9.  Prolactin response following intravenous and oral sulpiride in healthy human subjects in relation to sulpiride concentrations.

Authors:  F A Wiesel; G Alfredsson; M Ehrnebo; G Sedvall
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10.  HDDM: Hierarchical Bayesian estimation of the Drift-Diffusion Model in Python.

Authors:  Thomas V Wiecki; Imri Sofer; Michael J Frank
Journal:  Front Neuroinform       Date:  2013-08-02       Impact factor: 4.081

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  52 in total

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2.  Brain stimulation over dorsomedial prefrontal cortex modulates effort-based decision making.

Authors:  Alexander Soutschek; Lidiia Nadporozhskaia; Patricia Christian
Journal:  Cogn Affect Behav Neurosci       Date:  2022-06-21       Impact factor: 3.282

3.  What do Reinforcement Learning Models Measure? Interpreting Model Parameters in Cognition and Neuroscience.

Authors:  Maria K Eckstein; Linda Wilbrecht; Anne G E Collins
Journal:  Curr Opin Behav Sci       Date:  2021-07-03

Review 4.  Filling the gaps: Cognitive control as a critical lens for understanding mechanisms of value-based decision-making.

Authors:  R Frömer; A Shenhav
Journal:  Neurosci Biobehav Rev       Date:  2021-12-10       Impact factor: 8.989

5.  Dopaminergic modulation of reward discounting in healthy rats: a systematic review and meta-analysis.

Authors:  Jaime J Castrellon; James Meade; Lucy Greenwald; Katlyn Hurst; Gregory R Samanez-Larkin
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6.  Methylphenidate boosts choices of mental labor over leisure depending on striatal dopamine synthesis capacity.

Authors:  Lieke Hofmans; Danae Papadopetraki; Ruben van den Bosch; Jessica I Määttä; Monja I Froböse; Bram B Zandbelt; Andrew Westbrook; Robbert-Jan Verkes; Roshan Cools
Journal:  Neuropsychopharmacology       Date:  2020-09-12       Impact factor: 7.853

7.  Is it worth the effort?

Authors:  Amy C Janes
Journal:  Science       Date:  2020-03-20       Impact factor: 47.728

8.  Secondary rewards acquire enhanced incentive motivation via increasing anticipatory activity of the lateral orbitofrontal cortex.

Authors:  X Yang; X Liu; Y Zeng; R Wu; W Zhao; F Xin; S Yao; K M Kendrick; R P Ebstein; B Becker
Journal:  Brain Struct Funct       Date:  2021-07-12       Impact factor: 3.270

9.  Computational phenotyping of brain-behavior dynamics underlying approach-avoidance conflict in major depressive disorder.

Authors:  Mads L Pedersen; Maria Ironside; Ken-Ichi Amemori; Callie L McGrath; Min S Kang; Ann M Graybiel; Diego A Pizzagalli; Michael J Frank
Journal:  PLoS Comput Biol       Date:  2021-05-10       Impact factor: 4.475

Review 10.  Using pharmacological manipulations to study the role of dopamine in human reward functioning: A review of studies in healthy adults.

Authors:  Heather E Webber; Paula Lopez-Gamundi; Sydney N Stamatovich; Harriet de Wit; Margaret C Wardle
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