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Bayesian integration in pain and empathy for pain

Bayesian integration in pain and empathy for pain

Lei Zhang (ORCID: 0000-0002-9586-595X)
  • Grant DOI 10.55776/M3166
  • Funding program Lise Meitner
  • Status ended
  • Start March 1, 2022
  • End November 30, 2022
  • Funding amount € 177,980
  • Project website

Disciplines

Mathematics (5%); Medical-Theoretical Sciences, Pharmacy (65%); Psychology (30%)

Keywords

    Magnetic Resonance Imaging, Social neuroscience, Bayesian integration, Pain, Empathy for pain, Computational modeling

Abstract

Pain is affecting 1140% of the general population worldwide, therefore understanding pain in both ourselves (first-hand pain) and others (empathy for pain) is vital for society. However, pain is highly subjective, and the perception of pain depends heavily on our prior expectation s. Past research has embraced the Bayesian integration account to formally quantify the perception in first-hand pain, namely, the posterior pain perception is modulated by prior pain expectation (e.g., how painful the event can be) and noxious input (e.g., the actual pain intensity). However, whether empathy for pain can also be quantified by the Bayesian integration account is poorly understood. And if so, what is the neurocomputational mechanisms that underly the process of empathy for pain? Moreover, when the source of prior expectation differs (e.g., knowing something is painful through ones own experience vs. observing others reaction), can the Bayesian integration account still hold? We will tackle this research question by two closely related experiments with human participants. In both studies, participants will first establish the outcome contingencies (e.g., which stimulus will be more likely followed by pain) using a classic conditioning paradigm, being the learning phase, and then they will be predicting the painfulness of each stimulus either for themselves or for another person, being the testing phase. Importantly, in Experiment 1, the conditioning will be implemented through direct learning, whereas in Experiment 2, the conditioning will be implemented through observational learning. Across both studies, we will employ state-of-the-art computational modeling and model-based functional neuroimaging to establish a comprehensive neurocomputational account of first -hand pain and empathy for pain. Results from this project will help us gain a better understanding of how we process pain in oneself, and how we share and understand pain in others, and thus how we manage better to avoid harm to ourselves as well as others. This project is not only relevant to social neuroscience and cognitive computational neuroscien ce, but seeks to break the boundaries of research disciplines and promote cross-section new research avenues.

Research institution(s)
  • Universität Wien - 100%
International project participants
  • Christian Büchel, Universitätsklinikum Hamburg-Eppendorf - Germany

Research Output

  • 51 Citations
  • 12 Publications
Publications
  • 2025
    Title Avoiding Pain to Others Motivates Effortful Prosocial Behavior
    DOI 10.1111/nyas.70075
    Type Journal Article
    Author Massaccesi C
    Journal Annals of the New York Academy of Sciences
    Pages 379-390
    Link Publication
  • 2025
    Title Effort and time costs influence motivational asymmetries in self-benefitting vs pro-environmental decisions
    DOI 10.1038/s44271-025-00347-x
    Type Journal Article
    Author Todorova B
    Journal Communications Psychology
    Pages 166
    Link Publication
  • 2025
    Title dockerHDDM: A User-Friendly Environment for Bayesian Hierarchical Drift-Diffusion Modeling
    DOI 10.1177/25152459241298700
    Type Journal Article
    Author Pan W
    Journal Advances in Methods and Practices in Psychological Science
    Pages 25152459241298700
    Link Publication
  • 2025
    Title Nature exposure induces analgesic effects by acting on nociception-related neural processing
    DOI 10.1038/s41467-025-56870-2
    Type Journal Article
    Author Steininger M
    Journal Nature Communications
    Pages 2037
    Link Publication
  • 2022
    Title Promoting computational psychiatry in China
    DOI 10.1038/s41562-022-01328-4
    Type Journal Article
    Author Geng H
    Journal Nature Human Behaviour
    Pages 615-617
  • 2022
    Title Testosterone eliminates strategic prosocial behavior through impacting choice consistency in healthy males
    DOI 10.1101/2022.04.27.489681
    Type Preprint
    Author Kutlikova H
    Pages 2022.04.27.489681
    Link Publication
  • 2024
    Title Nature exposure induces hypoalgesia by acting on nociception-related neural processing
    DOI 10.1101/2024.04.29.591600
    Type Preprint
    Author Steininger M
    Pages 2024.04.29.591600
    Link Publication
  • 2023
    Title Testosterone eliminates strategic prosocial behavior through impacting choice consistency in healthy males
    DOI 10.1038/s41386-023-01570-y
    Type Journal Article
    Author Kutlikova H
    Journal Neuropsychopharmacology
    Pages 1541-1550
    Link Publication
  • 2023
    Title Hippocampus and Striatum Showed Distinct Contributions to Longitudinal Changes in Value-Based Learning in Middle Childhood
    DOI 10.1101/2023.04.13.536699
    Type Preprint
    Author Falck J
    Pages 2023.04.13.536699
    Link Publication
  • 2022
    Title A causal role of the human left temporoparietal junction in computing social influence during goal-directed learning
    DOI 10.1101/2022.06.13.495824
    Type Preprint
    Author Zhang L
    Pages 2022.06.13.495824
    Link Publication
  • 2024
    Title Hippocampus and striatum show distinct contributions to longitudinal changes in value-based learning in middle childhood
    DOI 10.7554/elife.89483.3
    Type Journal Article
    Author Falck J
    Journal eLife
    Link Publication
  • 2024
    Title Hippocampus and striatum show distinct contributions to longitudinal changes in value-based learning in middle childhood
    DOI 10.7554/elife.89483
    Type Journal Article
    Author Falck J
    Journal eLife
    Link Publication

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