Adult age differences in frontostriatal representation of prediction error but not reward outcome

Gregory R. Samanez-Larkin, Darrell A. Worthy, Rui Mata, Samuel M. McClure, Brian Knutson

Research output: Contribution to journalArticle

52 Scopus citations

Abstract

Emerging evidence from decision neuroscience suggests that although younger and older adults show similar frontostriatal representations of reward magnitude, older adults often show deficits in feedback-driven reinforcement learning. In the present study, healthy adults completed reward-based tasks that did or did not depend on probabilistic learning, while undergoing functional neuroimaging. We observed reductions in the frontostriatal representation of prediction errors during probabilistic learning in older adults. In contrast, we found evidence for stability across adulthood in the representation of reward outcome in a task that did not require learning. Together, the results identify changes across adulthood in the dynamic coding of relational representations of feedback, in spite of preserved reward sensitivity in old age. Overall, the results suggest that the neural representation of prediction error, but not reward outcome, is reduced in old age. These findings reveal a potential dissociation between cognition and motivation with age and identify a potential mechanism for explaining changes in learning-dependent decision making in old adulthood.

Original languageEnglish (US)
Pages (from-to)672-682
Number of pages11
JournalCognitive, Affective and Behavioral Neuroscience
Volume14
Issue number2
DOIs
StatePublished - Jun 2014

Keywords

  • Aging
  • Decision making
  • Learning
  • Medial prefrontal cortex
  • Motivation
  • Reward
  • Ventral striatum

ASJC Scopus subject areas

  • Cognitive Neuroscience
  • Behavioral Neuroscience

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