Literature DB >> 30357662

Functional connectivity of specific resting-state networks predicts trust and reciprocity in the trust game.

Gabriele Bellucci1, Tim Hahn2, Gopikrishna Deshpande3,4,5,6, Frank Krueger7,8.   

Abstract

Economic games are used to elicit a social, conflictual situation in which people have to make decisions weighing self-related and collective interests. Combining these games with task-based fMRI has been shown to be successful in investigating the neural underpinnings of cooperative behaviors. However, it remains elusive to which extent resting-state functional connectivity (RSFC) represents an individual's propensity to prosocial behaviors in the context of economic games. Here, we investigated whether task-free RSFC predicts individual differences in the propensity to trust and reciprocate in a one-round trust game (TG) employing a prediction-analytics framework. Our results demonstrated that individual differences in the propensity to trust and reciprocity could be predicted by individual differences in the RSFC. Different subnetworks of the default-mode network associated with mentalizing exclusively predicted trust and reciprocity. Moreover, reciprocity was further predicted by the frontoparietal and cingulo-opercular networks associated with cognitive control and saliency, respectively. Our results contribute to a better understanding of how complex social behaviors are enrooted in large-scale intrinsic brain dynamics, which may represent neuromarkers for impairment of prosocial behavior in mental health disorders.

Entities:  

Keywords:  Machine learning; Multivariate regression analysis; Reciprocity; Resting-state functional connectivity; Trust; Trust game

Mesh:

Year:  2019        PMID: 30357662     DOI: 10.3758/s13415-018-00654-3

Source DB:  PubMed          Journal:  Cogn Affect Behav Neurosci        ISSN: 1530-7026            Impact factor:   3.282


  67 in total

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5.  Distinct brain networks for adaptive and stable task control in humans.

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Journal:  Proc Natl Acad Sci U S A       Date:  2007-06-18       Impact factor: 11.205

6.  Multisite reliability of MR-based functional connectivity.

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Journal:  Neuroimage       Date:  2016-10-13       Impact factor: 6.556

7.  Neural signatures of trust in reciprocity: A coordinate-based meta-analysis.

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Review 8.  Building better biomarkers: brain models in translational neuroimaging.

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3.  Multi-Round Trust Game Quantifies Inter-Individual Differences in Social Exchange from Adolescence to Adulthood.

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Review 4.  Neural mechanisms of social learning and decision-making.

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5.  Network connectivity predicts language processing in healthy adults.

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6.  Effects of Inequality on Trust and Reciprocity: An Experiment With Real Effort.

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7.  Loneliness and the Social Brain: How Perceived Social Isolation Impairs Human Interactions.

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  8 in total

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