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Updated: May 12, 2026

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Determining heat and mechanical pain threshold in inflamed skin of human subjects
Published on: January 14, 2009
Dynamic expectation strength and precision shape human pain perception through shared and dissociable α-oscillatory
Jia Li1, Shihao Chen1, Libo Zhang2
1School of Psychology, Shenzhen University, Shenzhen, China.
Plos Biology
|March 2, 2026
Summary
Expectations dynamically shape pain perception. This study reveals how expectation strength enhances pain, while precision suppresses it, mediated by distinct brain activity patterns.
Area of Science:
- Neuroscience
- Cognitive Science
- Computational Psychiatry
Background:
- Human pain perception is influenced by expectations, not just sensory input.
- The precise temporal mechanisms by which evolving expectations modulate pain are not fully understood.
Purpose of the Study:
- To investigate the temporal dynamics of how evolving expectations influence pain perception.
- To dissociate the roles of expectation strength and precision in pain processing.
- To identify the neural correlates of expectation modulation in pain.
Main Methods:
- Employed a probabilistic cueing paradigm combined with computational modeling and electroencephalography (EEG).
- Dissociated expectation into strength (recency-weighted estimate) and precision (inverse variability).
- Analyzed anticipatory alpha-band activity and source-level mediation.
Main Results:
- Expectation strength estimates correlated with subjective expectations.
- Strength enhanced pain processing, while precision suppressed it.
- Distinct alpha-band activity patterns (fronto-central vs. sensorimotor) mediated these effects.
- Identified right-lateralized DLPFC-SM1 as a shared hub and mPFC as a strength-specific node.
Conclusions:
- Cortical alpha-oscillations act as dual-control mechanisms for predictive integration in pain.
- The dorsolateral prefrontal-sensorimotor cortex (DLPFC-SM1) integrates expectation components.
- Medial prefrontal cortex (mPFC) engagement is specific to expectation strength.
- This framework offers a neurocomputational basis for understanding and intervening in chronic pain.
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