A common currency for the computation of motivational values in the human striatum.

Reward comparison in the brain is thought to be achieved through the use of a 'common currency', implying that reward value representations are computed on a unique scale in the same brain regions regardless of the reward type. Although such a mechanism has been identified in the ventro-medial prefrontal cortex and ventral striatum in the context of decision-making, it is less clear whether it similarly applies to non-choice situations. To answer this question, we scanned 38 participants with fMRI while they were presented with single cues predicting either monetary or erotic rewards, without the need to make a decision. The ventral striatum was the main brain structure to respond to both cues while showing increasing activity with increasing expected reward intensity. Most importantly, the relative response of the striatum to monetary vs erotic cues was correlated with the relative motivational value of these rewards as inferred from reaction times. Similar correlations were observed in a fronto-parietal network known to be involved in attentional focus and motor readiness. Together, our results suggest that striatal reward value signals not only obey to a common currency mechanism in the absence of choice but may also serve as an input to adjust motivated behaviour accordingly.

[1]  A. Rangel,et al.  Informatic parcellation of the network involved in the computation of subjective value. , 2014, Social cognitive and affective neuroscience.

[2]  P. Dayan,et al.  Goals and Habits in the Brain , 2013, Neuron.

[3]  J. Dreher,et al.  Imbalance in the sensitivity to different types of rewards in pathological gambling. , 2013, Brain : a journal of neurology.

[4]  Joseph W. Kable,et al.  The valuation system: A coordinate-based meta-analysis of BOLD fMRI experiments examining neural correlates of subjective value , 2013, NeuroImage.

[5]  Vincent B. McGinty,et al.  Invigoration of Reward Seeking by Cue and Proximity Encoding in the Nucleus Accumbens , 2013, Neuron.

[6]  P. Dayan,et al.  Effort and Valuation in the Brain: The Effects of Anticipation and Execution , 2013, The Journal of Neuroscience.

[7]  J. Dreher Neural coding of computational factors affecting decision making. , 2013, Progress in brain research.

[8]  Dino J. Levy,et al.  The root of all value: a neural common currency for choice , 2012, Current Opinion in Neurobiology.

[9]  M. Kringelbach,et al.  The human sexual response cycle: Brain imaging evidence linking sex to other pleasures , 2012, Progress in Neurobiology.

[10]  T. Heatherton,et al.  Individual Differences in Nucleus Accumbens Activity to Food and Sexual Images Predict Weight Gain and Sexual Behavior , 2012, The Journal of Neuroscience.

[11]  G. Schoenbaum,et al.  Model‐based learning and the contribution of the orbitofrontal cortex to the model‐free world , 2012, The European journal of neuroscience.

[12]  J. Daunizeau,et al.  Neural Mechanisms Underlying Motivation of Mental Versus Physical Effort , 2012, PLoS biology.

[13]  Gordon D. A. Brown,et al.  Does the brain calculate value? , 2011, Trends in Cognitive Sciences.

[14]  Colin Camerer,et al.  Transformation of stimulus value signals into motor commands during simple choice , 2011, Proceedings of the National Academy of Sciences.

[15]  Antonio Rangel,et al.  The Decision Value Computations in the vmPFC and Striatum Use a Relative Value Code That is Guided by Visual Attention , 2011, The Journal of Neuroscience.

[16]  S. Huettel,et al.  Human Neuroscience , 2022 .

[17]  J. O'Doherty,et al.  Overlapping responses for the expectation of juice and money rewards in human ventromedial prefrontal cortex. , 2011, Cerebral cortex.

[18]  P. Glimcher,et al.  Choice from Non-Choice: Predicting Consumer Preferences from Blood Oxygenation Level-Dependent Signals Obtained during Passive Viewing , 2011, The Journal of Neuroscience.

[19]  C. Büchel,et al.  Neural representations of subjective reward value , 2010, Behavioural Brain Research.

[20]  Mathias Pessiglione,et al.  Separate Valuation Subsystems for Delay and Effort Decision Costs , 2010, The Journal of Neuroscience.

[21]  J. Dreher,et al.  The Architecture of Reward Value Coding in the Human Orbitofrontal Cortex , 2010, The Journal of Neuroscience.

[22]  D. Chambless,et al.  Sexual Arousability Inventory and Sexual Arousability Inventory—Expanded , 2010 .

[23]  J. O'Doherty,et al.  Appetitive and Aversive goal values are encoded in the medial orbitofrontal cortex at the time of decision-making , 2009, NeuroImage.

[24]  Norihiro Sadato,et al.  Processing of the Incentive for Social Approval in the Ventral Striatum during Charitable Donation , 2010, Journal of Cognitive Neuroscience.

[25]  B. Hayden,et al.  Distinct Value Signals in Anterior and Posterior Ventromedial Prefrontal Cortex , 2010, The Journal of Neuroscience.

[26]  Soeren Krach,et al.  Dissociation of neural networks for anticipation and consumption of monetary and social rewards , 2010, NeuroImage.

[27]  W. Schultz,et al.  Adaptation of Reward Sensitivity in Orbitofrontal Neurons , 2010, The Journal of Neuroscience.

[28]  S. Pollmann,et al.  Comparing the Neural Basis of Monetary Reward and Cognitive Feedback during Information-Integration Category Learning , 2010, The Journal of Neuroscience.

[29]  S. Haber,et al.  The Reward Circuit: Linking Primate Anatomy and Human Imaging , 2010, Neuropsychopharmacology.

[30]  C. Büchel,et al.  Overlapping and Distinct Neural Systems Code for Subjective Value during Intertemporal and Risky Decision Making , 2009, The Journal of Neuroscience.

[31]  Vivian V. Valentin,et al.  Overlapping prediction errors in dorsal striatum during instrumental learning with juice and money reward in the human brain. , 2009, Journal of neurophysiology.

[32]  V. Michel,et al.  An Automatic Valuation System in the Human Brain: Evidence from Functional Neuroimaging , 2009, Neuron.

[33]  C. Padoa-Schioppa Range-Adapting Representation of Economic Value in the Orbitofrontal Cortex , 2009, The Journal of Neuroscience.

[34]  Klaus Wunderlich,et al.  Neural computations underlying action-based decision making in the human brain , 2009, Proceedings of the National Academy of Sciences.

[35]  J. O'Doherty,et al.  Evidence for a Common Representation of Decision Values for Dissimilar Goods in Human Ventromedial Prefrontal Cortex , 2009, The Journal of Neuroscience.

[36]  Thomas H. B. FitzGerald,et al.  The Role of Human Orbitofrontal Cortex in Value Comparison for Incommensurable Objects , 2009, The Journal of Neuroscience.

[37]  S. Huettel,et al.  Activation in the VTA and Nucleus Accumbens Increases in Anticipation of Both Gains and Losses , 2009, Front. Behav. Neurosci..

[38]  S. Krach,et al.  Anticipation of monetary and social reward differently activates mesolimbic brain structures in men and women. , 2009, Social cognitive and affective neuroscience.

[39]  Colin Camerer,et al.  Self-control in decision-making involves modulation of the vmPFC valuation system , 2009, NeuroImage.

[40]  Brian Knutson,et al.  Anticipatory affect: neural correlates and consequences for choice , 2008, Philosophical Transactions of the Royal Society B: Biological Sciences.

[41]  Colin Camerer,et al.  Dissociating the Role of the Orbitofrontal Cortex and the Striatum in the Computation of Goal Values and Prediction Errors , 2008, The Journal of Neuroscience.

[42]  R. Elliott,et al.  Medial orbitofrontal cortex codes relative rather than absolute value of financial rewards in humans , 2008, The European journal of neuroscience.

[43]  N. Sadato,et al.  Processing of Social and Monetary Rewards in the Human Striatum , 2008, Neuron.

[44]  P. Montague,et al.  Efficient statistics, common currencies and the problem of reward-harvesting , 2007, Trends in Cognitive Sciences.

[45]  P. Glimcher,et al.  The neural correlates of subjective value during intertemporal choice , 2007, Nature Neuroscience.

[46]  J. Gold,et al.  The neural basis of decision making. , 2007, Annual review of neuroscience.

[47]  Kevin McCabe,et al.  Neural signature of fictive learning signals in a sequential investment task , 2007, Proceedings of the National Academy of Sciences.

[48]  M. Delgado,et al.  Reward‐Related Responses in the Human Striatum , 2007, Annals of the New York Academy of Sciences.

[49]  Sabrina M. Tom,et al.  The Neural Basis of Loss Aversion in Decision-Making Under Risk , 2007, Science.

[50]  G. Loewenstein,et al.  Neural Predictors of Purchases , 2007, Neuron.

[51]  J. O'Doherty,et al.  Reward Value Coding Distinct From Risk Attitude-Related Uncertainty Coding in Human Reward Systems , 2006, Journal of neurophysiology.

[52]  K. Berman,et al.  Cerebral Cortex doi:10.1093/cercor/bhj004 Neural Coding of Distinct Statistical Properties of Reward Information in Humans , 2005 .

[53]  Camelia M. Kuhnen,et al.  The Neural Basis of Financial Risk Taking , 2005, Neuron.

[54]  W. Newsome,et al.  Choosing the greater of two goods: neural currencies for valuation and decision making , 2005, Nature Reviews Neuroscience.

[55]  Dirk J. Heslenfeld,et al.  Activity in human reward-sensitive brain areas is strongly context dependent , 2005, NeuroImage.

[56]  W. Schultz,et al.  Adaptive Coding of Reward Value by Dopamine Neurons , 2005, Science.

[57]  Wolfram Schultz,et al.  Relative reward processing in primate striatum , 2005, Experimental Brain Research.

[58]  Leslie G. Ungerleider,et al.  A general mechanism for perceptual decision-making in the human brain , 2004, Nature.

[59]  S. Hamann,et al.  Men and women differ in amygdala response to visual sexual stimuli , 2004, Nature Neuroscience.

[60]  Alexander Hammers,et al.  Three‐dimensional maximum probability atlas of the human brain, with particular reference to the temporal lobe , 2003, Human brain mapping.

[61]  Tom Reichert Sex in Advertising Research: A Review of Content, Effects, and Functions of Sexual Information in Consumer Advertising , 2002, Annual review of sex research.

[62]  M. Corbetta,et al.  Control of goal-directed and stimulus-driven attention in the brain , 2002, Nature Reviews Neuroscience.

[63]  D. Kahneman,et al.  Functional Imaging of Neural Responses to Expectancy and Experience of Monetary Gains and Losses tasks with monetary payoffs , 2001 .

[64]  Michael L. Platt,et al.  Neural correlates of decision variables in parietal cortex , 1999, Nature.

[65]  W. Schultz,et al.  Relative reward preference in primate orbitofrontal cortex , 1999, Nature.

[66]  C. M. Davis,et al.  Handbook of Sexuality-Related Measures , 1998 .

[67]  G. Huston The Hospital Anxiety and Depression Scale. , 1987, The Journal of rheumatology.

[68]  A. Beck,et al.  Screening depressed patients in family practice. A rapid technic. , 1972, Postgraduate medicine.