Impact of in-scanner head motion on multiple measures of functional connectivity: Relevance for studies of neurodevelopment in youth

被引：862

作者：

Satterthwaite, Theodore D. ^{[1
]}

Wolf, Daniel H. ^{[1
]}

Loughead, James ^{[1
]}

Ruparel, Kosha ^{[1
]}

Elliott, Mark A. ^{[2
]}

Hakonarson, Hakon ^{[3
]}

Gur, Ruben C. ^{[1
,2
,4
]}

Gur, Raquel E. ^{[1
,4
]}

机构：

[1] Univ Penn, Dept Psychiat, Philadelphia, PA 19104 USA

[2] Univ Penn, Dept Radiol, Philadelphia, PA 19104 USA

[3] Childrens Hosp Philadelphia, Ctr Appl Genom, Philadelphia, PA 19104 USA

[4] Philadelphia Vet Adm Med Ctr, Philadelphia, PA 19104 USA

来源：

NEUROIMAGE | 2012年 / 60卷 / 01期

关键词：

fMRI; Connectivity; Network; Independent component analysis; fALFF; Development; Adolescent; LOW-FREQUENCY FLUCTUATION; BRAIN NETWORKS; SMALL-WORLD; FMRI; ORGANIZATION; ARCHITECTURE; ASSOCIATION; AMPLITUDE; ROBUST;

D O I：

10.1016/j.neuroimage.2011.12.063

中图分类号：

Q189 [神经科学];

学科分类号：

071006 ;

摘要：

It has recently been reported (Van Dijk et al., 2011) that in-scanner head motion can have a substantial impact on MRI measurements of resting-state functional connectivity. This finding may be of particular relevance for studies of neurodevelopment in youth, confounding analyses to the extent that motion and subject age are related. Furthermore, while Van Dijk et al. demonstrated the effect of motion on seed-based connectivity analyses, it is not known how motion impacts other common measures of connectivity. Here we expand on the findings of Van Dijk et al. by examining the effect of motion on multiple types of resting-state connectivity analyses in a large sample of children and adolescents (n=456). Following replication of the effect of motion on seed-based analyses, we examine the influence of motion on graphical measures of network modularity, dual-regression of independent component analysis, as well as the amplitude and fractional amplitude of low frequency fluctuation. In the entire sample, subject age was highly related to motion. Using a subsample where age and motion were unrelated, we demonstrate that motion has marked effects on connectivity in every analysis examined. While subject age was associated with increased within-network connectivity even when motion was accounted for, controlling for motion substantially attenuated the strength of this relationship. The results demonstrate the pervasive influence of motion on multiple types functional connectivity analysis, and underline the importance of accounting for motion in studies of neurodevelopment. (C) 2012 Elsevier Inc. All rights reserved.

引用

页码：623 / 632

页数：10

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