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Identity prediction errors in the human midbrain update reward-identity expectations in the orbitofrontal cortex

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  • James D. Howard

    (Northwestern University, Feinberg School of Medicine)

  • Thorsten Kahnt

    (Northwestern University, Feinberg School of Medicine
    Northwestern University, Weinberg College of Arts and Sciences)

Abstract

There is general consensus that dopaminergic midbrain neurons signal reward prediction errors, computed as the difference between expected and received reward value. However, recent work in rodents shows that these neurons also respond to errors related to inferred value and sensory features, indicating an expanded role for dopamine beyond learning cached values. Here we utilize a transreinforcer reversal learning task and functional magnetic resonance imaging (fMRI) to test whether prediction error signals in the human midbrain are evoked when the expected identity of an appetitive food odor reward is violated, while leaving value matched. We found that midbrain fMRI responses to identity and value errors are correlated, suggesting a common neural origin for these error signals. Moreover, changes in reward-identity expectations, encoded in the orbitofrontal cortex (OFC), are directly related to midbrain activity, demonstrating that identity-based error signals in the midbrain support the formation of outcome identity expectations in OFC.

Suggested Citation

  • James D. Howard & Thorsten Kahnt, 2018. "Identity prediction errors in the human midbrain update reward-identity expectations in the orbitofrontal cortex," Nature Communications, Nature, vol. 9(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:9:y:2018:i:1:d:10.1038_s41467-018-04055-5
    DOI: 10.1038/s41467-018-04055-5
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    Cited by:

    1. Qingfang Liu & Yao Zhao & Sumedha Attanti & Joel L. Voss & Geoffrey Schoenbaum & Thorsten Kahnt, 2024. "Midbrain signaling of identity prediction errors depends on orbitofrontal cortex networks," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    2. James W. Antony & Jacob Dam & Jarett R. Massey & Alexander J. Barnett & Kelly A. Bennion, 2023. "Long-term, multi-event surprise correlates with enhanced autobiographical memory," Nature Human Behaviour, Nature, vol. 7(12), pages 2152-2168, December.
    3. Eva R. Pool & Wolfgang M. Pauli & Logan Cross & John P. O’Doherty, 2023. "Neural substrates of parallel devaluation-sensitive and devaluation-insensitive Pavlovian learning in humans," Nature Communications, Nature, vol. 14(1), pages 1-17, December.

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