Institutional Repository of Key Laboratory of Behavioral Science, CAS
Prediction of trust propensity from intrinsic brain morphology and functional connectome | |
Feng, Chunliang1,2,3; Zhu, Zhiyuan4,5; Cui, Zaixu6; Ushakov, Vadim7,8; Dreher, Jean-Claude9; Luo, Wenbo10; Gu, Ruolei11,12; Wu, Xia4,5; Krueger, Frank13,14 | |
第一作者 | Feng, Chunliang |
通讯作者邮箱 | chunliang.feng@m.scnu.edu.cn (chunliang feng) |
摘要 | Trust forms the basis of virtually all interpersonal relationships. Although significant individual differences characterize trust, the driving neuropsychological signatures behind its heterogeneity remain obscure. Here, we applied a prediction framework in two independent samples of healthy participants to examine the relationship between trust propensity and multimodal brain measures. Our multivariate prediction analyses revealed that trust propensity was predicted by gray matter volume and node strength across multiple regions. The gray matter volume of identified regions further enabled the classification of individuals from an independent sample with the propensity to trust or distrust. Our modular and functional decoding analyses showed that the contributing regions were part of three large-scale networks implicated in calculus-based trust strategy, cost-benefit calculation, and trustworthiness inference. These findings do not only deepen our neuropsychological understanding of individual differences in trust propensity, but also provide potential biomarkers in predicting trust impairment in neuropsychiatric disorders. |
关键词 | functional decoding gray matter individualized prediction large-scale brain networks trust propensity |
2020-10-01 | |
语种 | 英语 |
DOI | 10.1002/hbm.25215 |
发表期刊 | HUMAN BRAIN MAPPING |
ISSN | 1065-9471 |
页码 | 17 |
期刊论文类型 | 实证研究 |
收录类别 | SCI |
资助项目 | National Natural Science Foundation of China[31900757 61876021 32020103008] ; Fundamental Research Funds for the Central Universities[2017EYT36] ; Russian Science Foundation[18-11-00336] |
出版者 | WILEY |
WOS关键词 | MEDIAL PREFRONTAL CORTEX ; FINGER COUNTING HABITS ; EMOTION REGULATION ; LINEAR-MODELS ; CONNECTIVITY ; NETWORK ; RECIPROCITY ; THICKNESS ; BEHAVIOR ; NUMBERS |
WOS研究方向 | Neurosciences & Neurology ; Radiology, Nuclear Medicine & Medical Imaging |
WOS类目 | Neurosciences ; Neuroimaging ; Radiology, Nuclear Medicine & Medical Imaging |
WOS记录号 | WOS:000573893100001 |
资助机构 | National Natural Science Foundation of China ; Fundamental Research Funds for the Central Universities ; Russian Science Foundation |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/32927 |
专题 | 中国科学院行为科学重点实验室 |
通讯作者 | Feng, Chunliang; Wu, Xia |
作者单位 | 1.South China Normal Univ, Minist Educ, Key Lab Brain Cognit & Educ Sci, Guangzhou, Peoples R China 2.South China Normal Univ, Ctr Studies Psychol Applicat, Sch Psychol, Guangzhou, Peoples R China 3.South China Normal Univ, Guangdong Key Lab Mental Hlth & Cognit Sci, Guangzhou, Peoples R China 4.Beijing Normal Univ, Sch Artificial Intelligence, Beijing, Peoples R China 5.Beijing Normal Univ, Minist Educ, Engn Res Ctr Intelligent Technol & Educ Applicat, Beijing, Peoples R China 6.Univ Penn, Dept Psychiat, Perelman Sch Med, Philadelphia, PA 19104 USA 7.Kurchatov Inst, Natl Res Ctr, Moscow, Russia 8.Natl Res Nucl Univ MEPhI, Moscow Engn Phys Inst, Moscow, Russia 9.CNRS, Inst Sci Cognit Marc Jeannerod, Neuroecon Reward & Decis Making Lab, Bron, France 10.Liaoning Normal Univ, Res Ctr Brain & Cognit Neurosci, Dalian, Peoples R China 11.Chinese Acad Sci, Inst Psychol, Key Lab Behav Sci, Beijing, Peoples R China 12.Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R China 13.George Mason Univ, Sch Syst Biol, Fairfax, VA 22030 USA 14.George Mason Univ, Dept Psychol, Fairfax, VA 22030 USA |
推荐引用方式 GB/T 7714 | Feng, Chunliang,Zhu, Zhiyuan,Cui, Zaixu,et al. Prediction of trust propensity from intrinsic brain morphology and functional connectome[J]. HUMAN BRAIN MAPPING,2020:17. |
APA | Feng, Chunliang.,Zhu, Zhiyuan.,Cui, Zaixu.,Ushakov, Vadim.,Dreher, Jean-Claude.,...&Krueger, Frank.(2020).Prediction of trust propensity from intrinsic brain morphology and functional connectome.HUMAN BRAIN MAPPING,17. |
MLA | Feng, Chunliang,et al."Prediction of trust propensity from intrinsic brain morphology and functional connectome".HUMAN BRAIN MAPPING (2020):17. |
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Prediction of trust (3203KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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