Institutional Repository of Key Laboratory of Behavioral Science, CAS
DREAM A Toolbox to Decode Rhythms of the Brain System | |
Gong, Zhu-Qing1,2,3; Gao, Peng4; Jiang, Chao1,2; Xing, Xiu-Xia5; Dong, Hao-Ming2; White, Tonya6; Castellanos, F. Xavier7,8; Li, Hai-Fang4; Zuo, Xi-Nian1,2,3,9,10,11 | |
第一作者 | Zhu-Qing Gong |
通讯作者邮箱 | lihaifang@tyut.edu.cn (hai-fang li ) |
心理所单位排序 | 1 |
摘要 | Rhythms of the brain are generated by neural oscillations across multiple frequencies. These oscillations can be decomposed into distinct frequency intervals associated with specific physiological processes. In practice, the number and ranges of decodable frequency intervals are determined by sampling parameters, often ignored by researchers. To improve the situation, we report on an open toolbox with a graphical user interface for decoding rhythms of the brain system (DREAM). We provide worked examples of DREAM to investigate frequency-specific performance of both neural (spontaneous brain activity) and neurobehavioral (in-scanner head motion) oscillations. DREAM decoded the head motion oscillations and uncovered that younger children moved their heads more than older children across all five frequency intervals whereas boys moved more than girls in the age of 7 to 9 years. It is interesting that the higher frequency bands contain more head movements, and showed stronger age-motion associations but weaker sex-motion interactions. Using data from the Human Connectome Project, DREAM mapped the amplitude of these neural oscillations into multiple frequency bands and evaluated their test-retest reliability. The resting-state brain ranks its spontaneous oscillation's amplitudes spatially from high in ventral-temporal areas to low in ventral-occipital areas when the frequency band increased from low to high, while those in part of parietal and ventral frontal regions are reversed. The higher frequency bands exhibited more reliable amplitude measurements, implying more inter-individual variability of the amplitudes for the higher frequency bands. In summary, DREAM adds a reliable and valid tool to mapping human brain function from a multiple-frequency window into brain waves. |
关键词 | Brain oscillations Reliability Head motion Development |
2021-01-07 | |
语种 | 英语 |
DOI | 10.1007/s12021-020-09500-9 |
发表期刊 | NEUROINFORMATICS |
ISSN | 1539-2791 |
页码 | 17 |
期刊论文类型 | 实证研究 |
收录类别 | SCI |
资助项目 | Startup Funds for Leading Talents at Beijing Normal University, Beijing Municipal Science and Technology Commission[Z161100002616023] ; CAS-NWO Programme[153111KYSB20160020] ; Guangxi BaGui Scholarship[201621] ; 16 NIH institutes and centers[1U54MH091657] ; McDonnell Center for Systems Neuroscience at Washington University |
出版者 | HUMANA PRESS INC |
WOS关键词 | FUNCTIONAL CONNECTIVITY ; HEAD MOTION ; CONNECTOME ; OSCILLATIONS ; AMPLITUDE ; NETWORKS ; CHILDREN ; CORTEX |
WOS研究方向 | Computer Science ; Neurosciences & Neurology |
WOS类目 | Computer Science, Interdisciplinary Applications ; Neurosciences |
WOS记录号 | WOS:000605524900001 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/38146 |
专题 | 中国科学院行为科学重点实验室 |
通讯作者 | Li, Hai-Fang; Zuo, Xi-Nian |
作者单位 | 1.Chinese Acad Sci, Inst Psychol, Key Lab Behav Sci, Beijing, Peoples R China 2.Natl Basic Publ Sci Data Ctr, Beijing, Peoples R China 3.Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R China 4.Taiyuan Univ Technol, Coll Informat & Comp, Taiyuan, Peoples R China 5.Beijing Univ Technol, Fac Sci, Coll Math, Dept Appl Math, Beijing, Peoples R China 6.Erasmus Univ, Dept Child & Adolescent Psychiat, Rotterdam, Netherlands 7.NYU, Ctr Child Study, Langone Med Ctr, New York, NY USA 8.Nathan S Kline Inst Psychiat Res, Orangeburg, NY 10962 USA 9.Nanning Normal Univ, Key Lab Brain & Educ Sci, Nanning, Peoples R China 10.Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing, Peoples R China 11.Beijing Normal Univ, IDG McGovern Inst Brain Res, Beijing, Peoples R China |
第一作者单位 | 中国科学院行为科学重点实验室 |
通讯作者单位 | 中国科学院行为科学重点实验室 |
推荐引用方式 GB/T 7714 | Gong, Zhu-Qing,Gao, Peng,Jiang, Chao,et al. DREAM A Toolbox to Decode Rhythms of the Brain System[J]. NEUROINFORMATICS,2021:17. |
APA | Gong, Zhu-Qing.,Gao, Peng.,Jiang, Chao.,Xing, Xiu-Xia.,Dong, Hao-Ming.,...&Zuo, Xi-Nian.(2021).DREAM A Toolbox to Decode Rhythms of the Brain System.NEUROINFORMATICS,17. |
MLA | Gong, Zhu-Qing,et al."DREAM A Toolbox to Decode Rhythms of the Brain System".NEUROINFORMATICS (2021):17. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
DREAM A Toolbox to D(8742KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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