Power spectra reveal distinct BOLD resting-state time courses in white matter

被引:15
|
作者
Li, Muwei [1 ,2 ]
Gao, Yurui [1 ,3 ]
Ding, Zhaohua [1 ,3 ,4 ]
Gore, John C. [1 ,2 ,3 ,5 ]
机构
[1] Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37232 USA
[2] Vanderbilt Univ, Dept Radiol & Radiol Sci, Med Ctr, Nashville, TN 37232 USA
[3] Vanderbilt Univ, Dept Biomed Engn, Nashville, TN 37235 USA
[4] Vanderbilt Univ, Dept Elect & Comp Engn, Nashville, TN 37235 USA
[5] Vanderbilt Univ, Dept Phys & Astron, Nashville, TN 37232 USA
关键词
fMRI; resting state; white matter; power spectra; LOW-FREQUENCY FLUCTUATION; FUNCTIONAL CONNECTIVITY; BLIND SEPARATION; BRAIN ACTIVITY; FMRI; AMPLITUDE;
D O I
10.1073/pnas.2103104118
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Accurate characterization of the time courses of blood-oxygen-level-dependent (BOLD) signal changes is crucial for the analysis and interpretation of functional MRI data. While several studies have shown that white matter (WM) exhibits distinct BOLD responses evoked by tasks, there have been no comprehensive investigations into the time courses of spontaneous signal fluctuations in WM. We measured the power spectra of the resting-state time courses in a set of regions within WM identified as showing synchronous signals using independent components analysis. In each component, a clear separation between voxels into two categories was evident, based on their power spectra: one group exhibited a single peak, and the other had an additional peak at a higher frequency. Their groupings are location specific, and their distributions reflect unique neurovascular and anatomical configurations. Importantly, the two categories of voxels differed in their engagement in functional integration, revealed by differences in the number of interregional connections based on the two categories separately. Taken together, these findings suggest WM signals are heterogeneous in nature and depend on local structural-vascular-functional associations.
引用
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页数:8
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