Prosocial Decision-Making and Human Brain: A Graph Theory Analysis on Resting-State Functional Magnetic Resonance Image
Abstract
Prosocial behavior is the cornerstone of a harmonious society. However, the functional organization of the brain underlying prosocial decision-making needs to be further explored. Here, we used graph theory analysis to investigate the brain functional connectivity derived from functional magnetic resonance imaging (fMRI) scans during rest in 55 female Chinese university students. The behavioral responses were collected in another fMRI scan during which participants completed an economic exchange game task by making multiple choices between a prosocial and a selfish option against either human counterparts (i.e., social environment) or robot counterparts (i.e., non-social environment). We found that making more prosocial decisions is accompanied by a longer path length in the right anterior superior temporal gyrus (aSTG), higher degree centrality in the posterior cingulate cortex (PCC), and higher betweenness centrality in the left aSTG. Our results suggest that human prosocial decisions are associated with greater inter-regional collaborations that are dominated by a few core nodes within the brain network of Theory of Mind (ToM). Moreover, an individuals preference for making prosocial decisions could be uncovered by graph theory analysis of the functional brain network even without explicit task requirements.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A feature-based network analysis and fMRI meta-analysis reveal three distinct types of prosocial decisions
Shawn A Rhoads, Jo Cutler, Abigail A. Marsh·Social Cognitive and Affective NeurosciencePeer-reviewed·Jun 23, 2021
- Multimodal imaging for identifying brain markers of human prosocial behavior
Toru Ishihara, Hiroki Tanaka, … Haruto Takagishi·bioRxiv·May 26, 2023
- Distinct neural representations for prosocial and self-benefitting effort
Patricia L. Lockwood, Marco K. Wittmann, … Matthew A J Apps·bioRxiv·Sep 27, 2021
- BRAPH: A Graph Theory Software for the Analysis of Brain Connectivity
Mite Mijalkov, Ehsan Kakaei, … Alzheimer’s Disease Neuroimaging Initiative·PLoS ONEPeer-reviewed·Aug 1, 2017
- Uncovering the links between physical activity and prosocial behaviour: A functional near-infrared spectroscopy hyperscanning study on brain connectivity and synchrony
Toru Ishihara, Shinnosuke Hashimoto, … Haruto Takagishi·bioRxiv·Aug 18, 2023
- A Large-Scale Structural and Functional Connectome of Social Mentalizing
Yin Wang, Athanasia Metoki, … Ingrid R. Olson·NeuroImagePeer-reviewed·Apr 30, 2021