Reward Prediction Errors in Drug Addiction and Parkinson's Disease: from Neurophysiology to Neuroimaging
Overview
Affiliations
Purpose Of Review: Surprises are important sources of learning. Cognitive scientists often refer to surprises as "reward prediction errors," a parameter that captures discrepancies between expectations and actual outcomes. Here, we integrate neurophysiological and functional magnetic resonance imaging (fMRI) results addressing the processing of reward prediction errors and how they might be altered in drug addiction and Parkinson's disease.
Recent Findings: By increasing phasic dopamine responses, drugs might accentuate prediction error signals, causing increases in fMRI activity in mesolimbic areas in response to drugs. Chronic substance dependence, by contrast, has been linked with compromised dopaminergic function, which might be associated with blunted fMRI responses to pleasant non-drug stimuli in mesocorticolimbic areas. In Parkinson's disease, dopamine replacement therapies seem to induce impairments in learning from negative outcomes. The present review provides a holistic overview of reward prediction errors across different pathologies and might inform future clinical strategies targeting impulsive/compulsive disorders.
Asemi-Rad A, Moafi M, Aliaghaei A, Abbaszadeh H, Abdollahifar M, Ebrahimi M Metab Brain Dis. 2022; 37(8):2677-2685.
PMID: 36074314 PMC: 9668958. DOI: 10.1007/s11011-022-01021-5.
Multimodal mechanisms of human socially reinforced learning across neurodegenerative diseases.
Legaz A, Abrevaya S, Dottori M, Gonzalez Campo C, Birba A, Martorell Caro M Brain. 2021; 145(3):1052-1068.
PMID: 34529034 PMC: 9128375. DOI: 10.1093/brain/awab345.
Cannabinoids, reward processing, and psychosis.
Gunasekera B, Diederen K, Bhattacharyya S Psychopharmacology (Berl). 2021; 239(5):1157-1177.
PMID: 33644820 PMC: 9110536. DOI: 10.1007/s00213-021-05801-2.
Dopamine, Prediction Error and Beyond.
Diederen K, Fletcher P Neuroscientist. 2020; 27(1):30-46.
PMID: 32338128 PMC: 7804370. DOI: 10.1177/1073858420907591.
Flannery J, Riedel M, Bottenhorn K, Poudel R, Salo T, Hill-Bowen L Cogn Affect Behav Neurosci. 2019; 20(2):215-235.
PMID: 31872334 PMC: 7117996. DOI: 10.3758/s13415-019-00763-7.