Genetically Determined Differences in Learning from Errors
- 7 December 2007
- journal article
- other
- Published by American Association for the Advancement of Science (AAAS) in Science
- Vol. 318 (5856) , 1642-1645
Abstract
The role of dopamine in monitoring negative action outcomes and feedback-based learning was tested in a neuroimaging study in humans grouped according to the dopamine D2 receptor gene polymorphism DRD2-TAQ-IA. In a probabilistic learning task, A1-allele carriers with reduced dopamine D2 receptor densities learned to avoid actions with negative consequences less efficiently. Their posterior medial frontal cortex (pMFC), involved in feedback monitoring, responded less to negative feedback than others' did. Dynamically changing interactions between pMFC and hippocampus found to underlie feedback-based learning were reduced in A1-allele carriers. This demonstrates that learning from errors requires dopaminergic signaling. Dopamine D2 receptor reduction seems to decrease sensitivity to negative action consequences, which may explain an increased risk of developing addictive behaviors in A1-allele carriers.Keywords
This publication has 28 references indexed in Scilit:
- Role of ventral striatum in reward-based decision makingNeuroReport, 2007
- The Role of Intact Frontostriatal Circuits in Error ProcessingJournal of Cognitive Neuroscience, 2006
- Dynamic Dopamine Modulation in the Basal Ganglia: A Neurocomputational Account of Cognitive Deficits in Medicated and Nonmedicated ParkinsonismJournal of Cognitive Neuroscience, 2005
- By Carrot or by Stick: Cognitive Reinforcement Learning in ParkinsonismScience, 2004
- The Role of the Medial Frontal Cortex in Cognitive ControlScience, 2004
- Relationship between dopaminergic neurotransmission, alcoholism, and reward deficiency syndromeAmerican Journal of Medical Genetics Part B: Neuropsychiatric Genetics, 2004
- D2 dopamine receptor gene in psychiatric and neurologic disorders and its phenotypesAmerican Journal of Medical Genetics Part B: Neuropsychiatric Genetics, 2002
- The neural basis of human error processing: Reinforcement learning, dopamine, and the error-related negativity.Psychological Review, 2002
- Activity in human ventral striatum locked to errors of reward predictionNature Neuroscience, 2002
- Polymorphisms in the dopamine D2 receptor gene and their relationships to striatal dopamine receptor density of healthy volunteersMolecular Psychiatry, 1999