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Individualized Prediction of Females' Empathic Concern from Intrinsic Brain Activity within General Network of State Empathy
Zhao, Dongfang1,2; Ding, Rui1,2; Zhang, Huijuan3,4; Zhang, Nan1,2; Hu, Li3,4; Luo, Wenbo1,2
第一作者Dongfang Zhao
通讯作者邮箱[email protected] ( li hu) ; [email protected] (wenbo luo )
心理所单位排序3
摘要

Empathy can be measured based on behavioral tasks and self-report scales, which have been used to characterize the state and trait empathy, respectively, in previous studies. The neural correlates of state empathy have been deeply investigated, whereas the association between trait empathy and brain activity remains unclear. Thus, this study employed multiple variate pattern analysis (MVPA) to explore whether intrinsic brain activity (IBA) within state-empathy-related regions was associated with trait empathy. Meta-analysis of empathy-related fMRI experiments identified a general network underlying state empathy, which is located in the bilateral supplementary motor area (SMA) extending to the middle cingulate cortex (MCC) and left anterior insula (AI) and extending to the inferior frontal gyrus (IFG). The subsequent MVPA found that empathic concern can be predicted through the IBA of the general network at the female individual level (i.e., the fractional amplitude of low-frequency fluctuations and regional homogeneity). Based on the resting state fMRI (rs-fMRI), these results further support the involvement of SMA/MCC and AI/IFG in empathy. Meanwhile, the significant predictive association between IBA and trait empathy offers new insights into the general component of empathy, which may indicate the potential of using rs-fMRI to achieve the objective measurement of empathic ability.

关键词Meta-analysis Multiple variate pattern analysis Resting-state fMRI State empathy Trait empathy
2021-11-08
DOI10.3758/s13415-021-00964-z
发表期刊COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE
ISSN1530-7026
页码11
期刊论文类型综述
收录类别SCI
资助项目National Natural Science Foundation of China[31871106] ; National Natural Science Foundation of China[32071061] ; National Natural Science Foundation of China[31822025]
出版者SPRINGER
WOS关键词LOW-FREQUENCY FLUCTUATIONS ; DISTINCT NEURAL-NETWORKS ; VOXEL PATTERN-ANALYSIS ; COGNITIVE EMPATHY ; SELF-REPORT ; REGIONAL HOMOGENEITY ; FMRI DATA ; AMPLITUDE ; MOTOR ; MIDCINGULATE
WOS研究方向Behavioral Sciences ; Neurosciences & Neurology
WOS类目Behavioral Sciences ; Neurosciences
WOS记录号WOS:000715666800001
WOS分区Q2
资助机构National Natural Science Foundation of China
引用统计
被引频次:4[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.psych.ac.cn/handle/311026/41068
专题中国科学院心理健康重点实验室
通讯作者Hu, Li; Luo, Wenbo
作者单位1.Liaoning Normal Univ, Res Ctr Brain & Cognit Neurosci, Dalian, Peoples R China
2.Key Lab Brain & Cognit Neurosci, Dalian, Peoples R China
3.Inst Psychol, CAS Key Lab Mental Hlth, Beijing, Peoples R China
4.Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R China
通讯作者单位中国科学院心理健康重点实验室
推荐引用方式
GB/T 7714
Zhao, Dongfang,Ding, Rui,Zhang, Huijuan,et al. Individualized Prediction of Females' Empathic Concern from Intrinsic Brain Activity within General Network of State Empathy[J]. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE,2021:11.
APA Zhao, Dongfang,Ding, Rui,Zhang, Huijuan,Zhang, Nan,Hu, Li,&Luo, Wenbo.(2021).Individualized Prediction of Females' Empathic Concern from Intrinsic Brain Activity within General Network of State Empathy.COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE,11.
MLA Zhao, Dongfang,et al."Individualized Prediction of Females' Empathic Concern from Intrinsic Brain Activity within General Network of State Empathy".COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE (2021):11.
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