Dopamine and performance in a reinforcement learning task: evidence from Parkinson's disease

Brain. 2012 Jun;135(Pt 6):1871-83. doi: 10.1093/brain/aws083. Epub 2012 Apr 15.

Abstract

The role dopamine plays in decision-making has important theoretical, empirical and clinical implications. Here, we examined its precise contribution by exploiting the lesion deficit model afforded by Parkinson's disease. We studied patients in a two-stage reinforcement learning task, while they were ON and OFF dopamine replacement medication. Contrary to expectation, we found that dopaminergic drug state (ON or OFF) did not impact learning. Instead, the critical factor was drug state during the performance phase, with patients ON medication choosing correctly significantly more frequently than those OFF medication. This effect was independent of drug state during initial learning and appears to reflect a facilitation of generalization for learnt information. This inference is bolstered by our observation that neural activity in nucleus accumbens and ventromedial prefrontal cortex, measured during simultaneously acquired functional magnetic resonance imaging, represented learnt stimulus values during performance. This effect was expressed solely during the ON state with activity in these regions correlating with better performance. Our data indicate that dopamine modulation of nucleus accumbens and ventromedial prefrontal cortex exerts a specific effect on choice behaviour distinct from pure learning. The findings are in keeping with the substantial other evidence that certain aspects of learning are unaffected by dopamine lesions or depletion, and that dopamine plays a key role in performance that may be distinct from its role in learning.

Publication types

  • Clinical Trial
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Association Learning / drug effects
  • Carbidopa / pharmacology*
  • Carbidopa / therapeutic use
  • Choice Behavior / drug effects
  • Dopamine Agents / pharmacology*
  • Dopamine Agents / therapeutic use
  • Dose-Response Relationship, Drug
  • Drug Combinations
  • Female
  • Generalization, Psychological / drug effects*
  • Humans
  • Image Processing, Computer-Assisted
  • Levodopa / pharmacology*
  • Levodopa / therapeutic use
  • Magnetic Resonance Imaging
  • Male
  • Middle Aged
  • Nucleus Accumbens / blood supply
  • Nucleus Accumbens / drug effects
  • Oxygen / blood
  • Parkinson Disease / drug therapy
  • Parkinson Disease / pathology
  • Parkinson Disease / physiopathology*
  • Photic Stimulation
  • Prefrontal Cortex / blood supply
  • Prefrontal Cortex / drug effects
  • Psychomotor Performance / drug effects
  • Reinforcement, Psychology*

Substances

  • Dopamine Agents
  • Drug Combinations
  • carbidopa, levodopa drug combination
  • Levodopa
  • Carbidopa
  • Oxygen