Iterative Cross-Correlation Analysis of Resting State Functional Magnetic Resonance Imaging Data

CORC > 武汉物理与数学研究所 > 中国科学院武汉物理与数学研究所 > 磁共振基础研究部

	Iterative Cross-Correlation Analysis of Resting State Functional Magnetic Resonance Imaging Data
	Yang, Liqin 1,4; Lin, Fuchun 1; Zhou, Yan 2; Xu, Jianrong 2; Yu, Chunshui 3; Pan, Wen-Ju 1; Lei, Hao 1
刊名	PLOS ONE
	2013-03-18
卷号	8 期号:3
英文摘要	Seed-based cross-correlation analysis (sCCA) and independent component analysis have been widely employed to extract functional networks from the resting state functional magnetic resonance imaging data. However, the results of sCCA, in terms of both connectivity strength and network topology, can be sensitive to seed selection variations. ICA avoids the potential problems due to seed selection, but choosing which component(s) to represent the network of interest could be subjective and problematic. In this study, we proposed a seed-based iterative cross-correlation analysis (siCCA) method for resting state brain network analysis. The method was applied to extract default mode network (DMN) and stable task control network (STCN) in two independent datasets acquired from normal adults. Compared with the networks obtained by traditional sCCA and ICA, the resting state networks produced by siCCA were found to be highly stable and independent on seed selection. siCCA was used to analyze DMN in first-episode major depressive disorder (MDD) patients. It was found that, in the MDD patients, the volume of DMN negatively correlated with the patients' social disability screening schedule scores.
WOS标题词	Science & Technology
类目[WOS]	Multidisciplinary Sciences
研究领域[WOS]	Science & Technology - Other Topics
关键词[WOS]	DEFAULT-MODE NETWORK ; MAJOR DEPRESSION ; BRAIN-FUNCTION ; BLIND SEPARATION ; CONNECTIVITY ; MRI ; CORTEX ; FMRI ; FLUCTUATIONS ; HYPOTHESIS
收录类别	SCI
语种	英语
WOS记录号	WOS:000316411600009
公开日期	2015-07-14
内容类型	期刊论文
源URL	[http://ir.wipm.ac.cn/handle/112942/1010]
专题	武汉物理与数学研究所_磁共振基础研究部
作者单位	1.Chinese Acad Sci, Wuhan Ctr Magnet Resonance, State Key Lab Magnet Resonance & Atom & Mol Phys, Wuhan Inst Phys & Math, Wuhan, Peoples R China 2.Jiao Tong Univ, Sch Med, RenJi Hosp, Dept Radiol, Shanghai 200030, Peoples R China 3.Capital Med Univ, XuanWu Hosp, Dept Radiol, Beijing, Peoples R China 4.Univ Chinese Acad Sci, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Yang, Liqin,Lin, Fuchun,Zhou, Yan,et al. Iterative Cross-Correlation Analysis of Resting State Functional Magnetic Resonance Imaging Data[J]. PLOS ONE,2013,8(3).
APA	Yang, Liqin.,Lin, Fuchun.,Zhou, Yan.,Xu, Jianrong.,Yu, Chunshui.,...&Lei, Hao.(2013).Iterative Cross-Correlation Analysis of Resting State Functional Magnetic Resonance Imaging Data.PLOS ONE,8(3).
MLA	Yang, Liqin,et al."Iterative Cross-Correlation Analysis of Resting State Functional Magnetic Resonance Imaging Data".PLOS ONE 8.3(2013).