Institutional Repository of Key Laboratory of Behavioral Science, CAS
Evaluating test-retest reliability and sex-/age-related effects on temporal clustering coefficient of dynamic functional brain networks | |
Long, Yicheng1,2; Ouyang, Xuan1,2; Yan, Chaogan3,4,5; Wu, Zhipeng1,2; Huang, Xiaojun6; Pu, Weidan7; Cao, Hengyi8,9; Liu, Zhening1,2; Palaniyappan, Lena10,11 | |
第一作者 | Yicheng Long |
通讯作者邮箱 | hcao2@northwell.edu (hengyi cao) ; zhening.liu@csu.edu.cn (zhening liu) |
心理所单位排序 | 3 |
摘要 | The multilayer dynamic network model has been proposed as an effective method to understand the brain function. In particular, derived from the definition of clustering coefficient in static networks, the temporal clustering coefficient provides a direct measure of the topological stability of dynamic brain networks and shows potential in predicting altered brain functions. However, test-retest reliability and demographic-related effects on this measure remain to be evaluated. Using a data set from the Human Connectome Project (157 male and 180 female healthy adults; 22-37 years old), the present study investigated: (1) the test-retest reliability of temporal clustering coefficient across four repeated resting-state functional magnetic resonance imaging scans as measured by intraclass correlation coefficient (ICC); and (2) sex- and age-related effects on temporal clustering coefficient. The results showed that (1) the temporal clustering coefficient had overall moderate test-retest reliability (ICC > 0.40 over a wide range of densities) at both global and subnetwork levels, (2) female subjects showed significantly higher temporal clustering coefficient than males at both global and subnetwork levels, particularly within the default-mode and subcortical regions, and (3) temporal clustering coefficient of the subcortical subnetwork was positively correlated with age in young adults. The results of sex effects were robustly replicated in an independent REST-meta-MDD data set, while the results of age effects were not. Our findings suggest that the temporal clustering coefficient is a relatively reliable and reproducible approach for identifying individual differences in brain function, and provide evidence for demographically related effects on the human brain dynamic connectomes. |
关键词 | connectome dynamic brain network dynamic functional connectivity functional connectivity test-retest reliability |
2023-01-13 | |
语种 | 英语 |
DOI | 10.1002/hbm.26202 |
发表期刊 | HUMAN BRAIN MAPPING |
ISSN | 1065-9471 |
页码 | 18 |
期刊论文类型 | 实证研究 |
收录类别 | SCI |
资助项目 | Natural Science Foundation of Hunan Province, China[2021JJ40851] ; Natural Science Foundation of Hunan Province, China[2021JJ40835] ; Changsha Municipal Natural Science Foundation[kq2014238] ; National Natural Science Foundation of China ; NIH Institutes and Centers ; NIH Blueprint for Neuroscience Research ; McDonnell Center for Systems Neuroscience at Washington University ; ScientificResearch Launch Project ; [81801353] ; [82171510] ; [82201692] |
出版者 | WILEY |
WOS关键词 | HUMAN CONNECTOME PROJECT ; CONNECTIVITY NETWORKS ; CHILDHOOD TRAUMA ; GRAPH METRICS ; GLOBAL NOISE ; FMRI ; ORGANIZATION ; SEGREGATION ; INTEGRATION ; COMPONENTS |
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:000913642300001 |
WOS分区 | Q1 |
资助机构 | Natural Science Foundation of Hunan Province, China ; Changsha Municipal Natural Science Foundation ; National Natural Science Foundation of China ; NIH Institutes and Centers ; NIH Blueprint for Neuroscience Research ; McDonnell Center for Systems Neuroscience at Washington University ; ScientificResearch Launch Project |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/44661 |
专题 | 中国科学院行为科学重点实验室 |
通讯作者 | Cao, Hengyi; Liu, Zhening |
作者单位 | 1.Cent South Univ, Natl Clin Res Ctr Mental Disorders, Xiangya Hosp 2, Changsha, Hunan, Peoples R China 2.Cent South Univ, Natl Clin Res Ctr Mental Disorders, Xiangya Hosp 2, Changsha, Hunan, Peoples R China 3.Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing, Peoples R China 4.Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R China 5.Chinese Acad Sci, Inst Psychol, Int Big Data Ctr Depress Res, Beijing, Peoples R China 6.Jiangxi Prov Peoples Hosp, Nanchang Med Coll, Dept Psychiat, Affiliated Hosp 1, Nanchang, Peoples R China 7.Cent South Univ, Xiangya Hosp 2, Med Psychol Inst, Changsha, Peoples R China 8.Ctr Psychiat Neurosci, Feinstein Inst Med Res, Manhasset, NY 11030 USA 9.Zucker Hillside Hosp, Div Psychiat Res, Glen Oaks, NY USA 10.Univ Western Ontario, Dept Psychiat, London, ON, Canada 11.Univ Western Ontario, Robarts Res Inst, London, ON, Canada |
推荐引用方式 GB/T 7714 | Long, Yicheng,Ouyang, Xuan,Yan, Chaogan,et al. Evaluating test-retest reliability and sex-/age-related effects on temporal clustering coefficient of dynamic functional brain networks[J]. HUMAN BRAIN MAPPING,2023:18. |
APA | Long, Yicheng.,Ouyang, Xuan.,Yan, Chaogan.,Wu, Zhipeng.,Huang, Xiaojun.,...&Palaniyappan, Lena.(2023).Evaluating test-retest reliability and sex-/age-related effects on temporal clustering coefficient of dynamic functional brain networks.HUMAN BRAIN MAPPING,18. |
MLA | Long, Yicheng,et al."Evaluating test-retest reliability and sex-/age-related effects on temporal clustering coefficient of dynamic functional brain networks".HUMAN BRAIN MAPPING (2023):18. |
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Evaluating test-rete(4028KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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