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Reliability map of individual differences reflected in inter-subject correlation in naturalistic imaging
Gao, Jiaqi1,2,3,4; Chen, Gang5; Wu, Jinfeng1,2; Wang, Yinshan1,2; Hu, Yang3,4; Xu, Ting6; Zuo, Xi-Nian1,7,8,9; Yang, Zhi3,4
First AuthorGao, Jiaqi
Correspondent Emailyangz@smhc.org.cn (z. yang)
Contribution Rank1
Abstract

Understanding individual differences in brain function is an essential aim of neuroscience. Naturalistic imaging links neural activity to real-life contexts and reflects individual differences in brain response. These unique features make it a promising tool for individualized psychiatry. An essential prerequisite for the extensive use of this paradigm is the reliable representation of inter-individual relationships. We used a test-retest approach to examine whether the naturalistic paradigm reliably represents inter-individual differences, which brain regions have the superior capability, and whether the ability alters with the contents of the stimuli. We quantified the reliability of the inter-subject relationships in repeated scans of two movie clips: a natural sight view and an emotion-evoking story. Besides statistical inference, we included resting-state scans, behavioral tests, and questionnaires as references for the comparison. The results showed that over one-third area of the brain could reliably characterize the inter-individual relationship, and the superior temporal lobe demonstrated comparable reliability representation with the State and Trait Anxiety Inventory. Furthermore, the temporal lobe regions could retain this capability across emotional movies with different contents. This study provides a base for pushing the naturalistic imaging paradigm towards clinical applications and proposes reliable target brain regions for future studies.

KeywordInter-subject correlation Individual difference Movie paradigm Naturalistic imaging Retest reliability
2020-12-01
DOI10.1016/j.neuroimage.2020.117277
Source PublicationNEUROIMAGE
ISSN1053-8119
Volume223Pages:13
Subtype评论
Indexed BySCI
Funding ProjectNational Science Foundation of China[81971682] ; National Science Foundation of China[81571756] ; National Science Foundation of China[81270023] ; National Key R&D Program of China[2018YFC2001600] ; Shanghai Municipal Education Commission-Gaofeng Clinical Medicine Grant Support[20171929] ; Shanghai Municipal Commission of Health[2018BR17] ; Natural Science Foundation of Shang hai[20ZR1472800] ; Shanghai Mental Health Center Clinical Research Center[CRC2018DSJ01-5] ; Research Funds from Shanghai Mental Health Center[13dz2260500] ; Research Funds from Shanghai Mental Health Center[2018-YJ-03] ; Research Funds from Shanghai Mental Health Center[2018-YJ-02]
PublisherACADEMIC PRESS INC ELSEVIER SCIENCE
WOS KeywordFUNCTIONAL CONNECTIVITY ; PERCEPTION ; REGRESSION ; RESPONSES ; PATTERNS ; NETWORK ; FACE
WOS Research AreaNeurosciences & Neurology ; Radiology, Nuclear Medicine & Medical Imaging
WOS SubjectNeurosciences ; Neuroimaging ; Radiology, Nuclear Medicine & Medical Imaging
WOS IDWOS:000582799600011
Citation statistics
Document Type期刊论文
Identifierhttp://ir.psych.ac.cn/handle/311026/33464
Collection中国科学院行为科学重点实验室
Corresponding AuthorZuo, Xi-Nian; Yang, Zhi
Affiliation1.Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing, Peoples R China
2.Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R China
3.Shanghai Jiao Tong Univ, Shanghai Mental Hlth Ctr, Lab Psychol Heath & Imaging, Sch Med, Shanghai, Peoples R China
4.Shanghai Jiao Tong Univ, Inst Psychol & Behav Sci, Shanghai, Peoples R China
5.NIMH, Sci & Stat Comp Core, Bethesda, MD 20892 USA
6.Child Mind Inst, New York, NY USA
7.Beijing Normal Univ, Dev Populat Neurosci Res Ctr, State Key Lab Cognit Neurosci & Learning, Beijing, Peoples R China
8.Nanning Normal Univ, Sch Educ Sci, Key Lab Brain & Educ, Nanning, Peoples R China
9.Beijing Normal Univ, IDG McGovern Inst Brain Res, Beijing, Peoples R China
First Author AffilicationKey Laboratory of Behavioral Science, CAS
Corresponding Author AffilicationKey Laboratory of Behavioral Science, CAS
Recommended Citation
GB/T 7714
Gao, Jiaqi,Chen, Gang,Wu, Jinfeng,et al. Reliability map of individual differences reflected in inter-subject correlation in naturalistic imaging[J]. NEUROIMAGE,2020,223:13.
APA Gao, Jiaqi.,Chen, Gang.,Wu, Jinfeng.,Wang, Yinshan.,Hu, Yang.,...&Yang, Zhi.(2020).Reliability map of individual differences reflected in inter-subject correlation in naturalistic imaging.NEUROIMAGE,223,13.
MLA Gao, Jiaqi,et al."Reliability map of individual differences reflected in inter-subject correlation in naturalistic imaging".NEUROIMAGE 223(2020):13.
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