Visualizing functional pathways in the human brain using correlation tensors and magnetic resonance imaging

被引:80
作者
Ding, Zhaohua [1 ,2 ,3 ,4 ]
Xu, Ran [1 ]
Bailey, Stephen K. [5 ]
Wu, Tung-Lin [3 ]
Morgan, Victoria L. [1 ,3 ,6 ]
Cutting, Laurie E. [6 ,7 ]
Anderson, Adam W. [1 ,3 ,6 ,8 ]
Gore, John C. [1 ,3 ,4 ,6 ,7 ,8 ,9 ]
机构
[1] Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37232 USA
[2] Vanderbilt Univ, Dept Elect Engn & Comp Sci, Nashville, TN 37232 USA
[3] Vanderbilt Univ, Dept Biomed Engn, Nashville, TN 37232 USA
[4] Vanderbilt Univ, Chem & Phys Biol Program, Nashville, TN 37232 USA
[5] Vanderbilt Univ, Vanderbilt Brain Inst, Nashville, TN 37232 USA
[6] Vanderbilt Univ, Dept Radiol & Radiol Sci, Nashville, TN 37232 USA
[7] Vanderbilt Univ, Vanderbilt Kennedy Ctr, Nashville, TN 37232 USA
[8] Vanderbilt Univ, Dept Phys & Astron, Nashville, TN 37232 USA
[9] Vanderbilt Univ, Dept Mol Physiol & Biophys, Nashville, TN 37232 USA
关键词
Functional magnetic resonance imaging; Functional correlation tensor; Functional connectivity; Functional pathways; WHITE-MATTER; IN-VIVO; MRI; FMRI; CONNECTIVITY; TRACTOGRAPHY; ACTIVATION; LANGUAGE; NETWORK;
D O I
10.1016/j.mri.2015.10.003
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Functional magnetic resonance imaging usually detects changes in blood oxygenation level dependent (BOLD) signals from T-2*-sensitive acquisitions, and is most effective in detecting activity in brain cortex which is irrigated by rich vasculature to meet high metabolic demands. We recently demonstrated that MRI signals from T-2*-sensitive acquisitions in a resting state exhibit structure-specific temporal correlations along white matter tracts. In this report we validate our preliminary findings and introduce spatio-temporal functional correlation tensors to characterize the directional preferences of temporal correlations in MRI signals acquired at rest. The results bear a remarkable similarity to data obtained by diffusion tensor imaging but without any diffusion-encoding gradients. Just as in gray matter, temporal correlations in resting state signals may reflect intrinsic synchronizations of neural activity in white matter. Here we demonstrate that functional correlation tensors are able to visualize long range white matter tracts as well as short range sub-cortical fibers imaged at rest, and that evoked functional activities alter these structures and enhance the visualization of relevant neural circuitry. Furthermore, we explore the biophysical mechanisms underlying these phenomena by comparing pulse sequences, which suggest that white matter signal variations are consistent with hemodynamic (BOLD) changes associated with neural activity. These results suggest new ways to evaluate MRI signal changes within white matter. (C) 2015 Elsevier Inc. All rights reserved.
引用
收藏
页码:8 / 17
页数:10
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