Shruti Agarwal1, Noushin Yahyavi-Firouz-Abadi1, Haris I. Sair1, Raag Airan1, and Jay J. Pillai1
1Division of Neuroradiology, Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
Synopsis
Disruption of the normal coupling between neural activity and the
consequent microvascular blood flow response (neurovascular uncoupling or NVU)
may severely compromise the validity of BOLD fMRI in presurgical planning. The
effects of brain tumor-related NVU on resting state BOLD fMRI (rsfMRI) using
functional connectivity analysis have been previously published. In this study
we evaluated regional homogeneity (ReHo) of rsfMRI data based on Kendall's coefficient of concordance
(KCC-ReHo) & Coherence (Cohe-ReHo) and compared the results with the
amplitude of low-frequency fluctuation (ALFF) & standard motor tbfMRI
activation to investigate regional abnormalities due to brain tumor-induced NVU
in sensorimotor network. Purpose
Disruption of the normal coupling between
neural activity and the consequent microvascular blood flow response
(neurovascular uncoupling, or NVU) may severely compromise the validity of BOLD fMRI in pre-surgical planning.
1
The effects of brain tumor-related NVU on task-based BOLD fMRI (tbfMRI) have been
previously published
2, and similar effects of NVU on resting state
BOLD fMRI (rsfMRI) have been demonstrated using ICA (i.e. independent component
analysis) and SCA (seed based correlation analysis).
3 In this study
we evaluated regional homogeneity (ReHo) of rsfMRI data based on Kendall's coefficient of concordance
(KCC-ReHo)
4 & Coherence (Cohe-ReHo)
5 and compared the
results with the amplitude of low-frequency fluctuation (ALFF)
6
& standard motor tbfMRI activation to investigate regional abnormalities
due to brain tumor-induced NVU in sensorimotor network.
Methods
Seven patients with perirolandic primary gliomas referred for
presurgical motor mapping with BOLD fMRI were included in this IRB-approved
study. Each patient demonstrated NVU as evidenced by abnormally decreased or
absent tbfMRI activation in ipsilesional (IL) compared to contralesional (CL) primary
motor cortex despite absence of clinical motor deficits
2. Imaging
was performed on a 3.0 T Siemens Trio MRI with a 12-channel head matrix coil.
Imaging protocol included 3D T1 MPRAGE (TR=2300 ms, TI= 900 ms, TE= 3.5 ms, 9°
FA, 24-cm FOV, 256x 256x176 matrix, slice thickness 1 mm) structural and
multiple 2D GE-EPI T2* weighted BOLD sequences for both tbfMRI and rsfMRI (TR=2000
ms, TE=30 ms, 90° FA, 24-cm FOV, 64x64x33 matrix, 4 mm slice thickness with 1
mm gap between slices, interleaved acquisition). 180 volumes were acquired in a
6 minute duration rsfMRI scan. Vertical tongue movement and bilateral
simultaneous sequential finger tapping tasks (each 3 minutes duration with alternating
30 seconds blocks of movement and rest were used for tbfMRI. Instructions for
all tasks were visually cued. SPM12 was used for preprocessing of tbfMRI &
rsfMRI data (slice timing correction, realignment, normalization to MNI space
at 2mm voxel resolution, and spatial smoothing using a 4 mm FWHM Gaussian
kernel). T-value maps for the motor tasks were obtained from the general linear
model (GLM) analysis using standard SPM canonical HRF (reflecting motor
activation vs. rest). Pre-processed rsfMRI data were analyzed using the REST(version
1.8)
7 toolkit. After detrending and low frequency (0.01-0.08 Hz)
bandpass filtering, ALFF, KCC-ReHo & Cohe-ReHo were calculated. For ROI
analysis, pre- and post- central gyri were automatically parcellated using an Automated
Anatomical Labeling (AAL) template
8,9 for each patient. Cl and IL ROIs
circumscribing the combination of pre- and post- central gyri (CG) were
obtained for each slice. Consecutive axial sections were evaluated along the
z-axis where NVU-affected impaired IL motor activation was present on tbfMRI.
Identical ROIs were used for analysis of the tbfMRI, ALFF, KCC-ReHo and Cohe-ReHo
maps.
Results
Group analysis demonstrated significantly decreased KCC-ReHo and
Cohe-ReHo in the IL ROIs compared to the CL reference ROIs (based on number of nonzero
voxels in the respective ROIs (p=0.03)). These findings correspond to similar IL BOLD signal
reductions on tbfMRI (p=0.03) that suggest NVU in these patients without
clinical motor deficits & similar IL reductions of ALFF (p=0.03). However, no
significant differences in mean values of these metrics (p=0.02 for KCC &
p=0.08 for Cohe-ReHo) was seen in the IL ROIs compared to the CL ROIs, although
a trend-level difference was seen for Cohe-ReHo.
Figure 1 displays results for a single patient.
Discussion
In this preliminary study we have demonstrated that tumor-induced ipsilesional
abnormalities on ReHo appear to highlight the same regional abnormalities seen
on tbfMRI activation maps in cases of known NVU.
Conclusion
Ipsilesional
abnormalities in ReHo derived from rsfMRI may serve as a potential indicator of
NVU in patients with brain tumors and other resectable brain lesions; as such,
ReHo findings may complement findings on tbfMRI used for presurgical planning.
Acknowledgements
No acknowledgement found.References
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