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Updated: Sep 7, 2025

Investigating Pain-Related Avoidance Behavior using a Robotic Arm-Reaching Paradigm
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Different brain systems support learning from received and avoided pain during human pain-avoidance learning.

Marieke Jepma1,2,3, Mathieu Roy4,5, Kiran Ramlakhan2,6

  • 1Department of Psychology, University of Amsterdam, Amsterdam, Netherlands.

Elife
|June 22, 2022
PubMed
Summary

Pain avoidance learning uses separate brain systems for threat and safety cues. Dopamine and opioids specifically enhance learning from avoided pain, impacting threat and safety signal processing.

Keywords:
computational modelingdopamineendogenous opioidsfMRIhumanneurosciencepain-avoidance learning

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Area of Science:

  • Neuroscience
  • Computational Psychiatry
  • Behavioral Economics

Background:

  • Pain avoidance learning is crucial for survival.
  • The neural and neurochemical underpinnings of learning from pain versus pain absence are not fully understood.
  • Investigating shared or separate systems for processing pain and pain absence is essential.

Purpose of the Study:

  • To determine if pain and pain absence avoidance learning utilize shared or distinct neural and neurochemical systems.
  • To investigate the roles of the dopaminergic and opioidergic systems in pain-avoidance learning.
  • To differentiate the neural encoding of prediction errors related to pain and no-pain outcomes.

Main Methods:

  • Instrumental pain-avoidance learning task.
  • Computational modeling to analyze learning rates.
  • Functional magnetic resonance imaging (fMRI) and pharmacological manipulations (levodopa, naltrexone) in 83 participants.

Main Results:

  • Computational modeling indicated participants learned more from received pain than avoided pain without intervention.
  • Dopamine and opioid manipulations normalized learning asymmetry by increasing learning rates for avoided pain.
  • fMRI showed distinct brain regions for pain prediction errors (subcortical/limbic) and no-pain prediction errors (cortical).
  • Pharmacological manipulations did not alter the neural encoding of prediction errors.

Conclusions:

  • Human pain-avoidance learning involves separate threat-learning (pain) and safety-learning (no-pain) systems.
  • Dopamine and endogenous opioids specifically modulate learning from successfully avoided pain.
  • Distinct neural pathways encode prediction errors for received versus avoided pain outcomes.