Samuel Barnes1, Brenda Bartnik-Olson1, Barbara Holshouser1, and Stephen Ashwal2
1Radiology, Loma Linda University, Loma Linda, CA, United States, 2Pediatric Neurology, Loma Linda University, Loma Linda, CA, United States
Synopsis
Several studies have
shown regions of hypoperfusion in symptomatic patients in the chronic phase of
mild TBI. In
this study we used whole-brain spatial mapping and a voxel-wise statistical approach to
investigate the extent and anatomical distribution of cerebral hypoperfusion in
chronic symptomatic pediatric concussion subjects. Our findings identified multiple areas of
reduced CBF, incorporating both the cerebral cortex and subcortical
regions. Compared to our previous results using region of interest analysis, we detected a greater number of areas of hypoperfusion suggesting that the use of whole-brain spatial mapping and voxel-wise analysis improved detection of CBF abnormalities. We
speculate that hypoperfusion in these regions may be implicated in cognitive deficits in these subjects.Purpose
Approximately 14% of school age children with mild
traumatic brain injury (TBI) including sports-related concussions (SRC) remain
symptomatic 3 months after injury (1-2). We and others
have previously shown regions of cortical and subcortical hypoperfusion using
manual region of interest analysis in symptomatic patients in the chronic phase
of mild TBI (3-6); however data in the pediatric population remains
limited. The purpose
of this study was to use whole-brain spatial mapping and a voxel-wise statistical
approach to investigate the extent and anatomical distribution of cerebral hypoperfusion in chronic symptomatic pediatric SRC subjects.
Methods
Twenty three adolescents (15 ± 3 years) who
sustained a SRC (3–24 months before imaging) and 13 controls (15 ± 3 years) were enrolled in the study. Pediatric SRC subjects were
referred by a pediatric neurologist and included if they self-reported cognitive, behavioral, or emotional symptoms.
Conventional 3D T1 weighted (MPRAGE, repetition time (TR) and echo time
(TE) = 1950 msec and 2.26 msec, 1 mm slice thickness, field of view (FOV; 230 x
256 mm) and DSC-PWI (SE-EPI, TR/TE = 2580/32 ms, flip angle = 90º,
5 mm slice thickness, FOV = 128 x 128, and 50 measures) were acquired using a 3.0T Siemens Tim Trio MR scanner equipped with a 12 channel receive-only
head coil. For the DSC-PWI acquisition, gadolinium contrast (gadodiamide, Omniscan,
GE Healthcare Inc., Princeton, NJ) was administered intravenously (0.1 mmol/kg).
Relative CBF maps were generated using Olea Sphere (Olea Medical, Cambridge,
MA, USA) using a Bayesian probabilistic estimation algorithm with automatic arterial
input function selection. The pre-injection DSC images were averaged together
and then deformably registered to the T1w image using ANTs (7). The
T1w image was then deformably registered to a T1w template that we had
constructed from 20 patients and controls. These two transformations were used
to warp the rCBF maps into the common template space for comparison.
Segmentation was performed using ANTs to identify the cortex, thalamus, and
other structures. Using the Randomise tool in FSL(8), voxel-wise analysis of the cortex was
performed using nonparametric permutation testing with correction for
family-wise error and threshold-free cluster enhancement, where highlighted
cluster represent areas where perfusion
differences are significant at p < 0.05. Statistical differences in mean thalamus CBF were
determined using an independent samples t- test where p < 0.05 was
considered significant.
Results
Cluster voxel-wise analysis of the CBF data identified multiple areas of reduced CBF
incorporating both the cerebral cortex and subcortical regions.
The most prominent regions included the left medial temporal gyrus and
left inferior frontal lobe (Figure 1 A-C) with smaller clusters of
hypoperfusion seen in the left posterior frontal lobe and posterior cingulate cortex
(Figure 1 D-F; p < 0.05). In the thalamus, the SRC subjects also showed reduced CBF compared to controls (Figure 2; p =
0.008).
Discussion
Findings of cortical
and subcortical regions of reduced CBF suggest widespread regions of
hypoperfusion in chronic symptomatic pediatric SRC subjects. We speculate that
hypoperfusion in the temporal lobe, posterior cingulate cortex and thalamus may
be implicated in cognitive deficits in these subjects. Compared to our previous
results (6) using region of interest analysis, we detected a greater
number of areas of hypoperfusion suggesting that the use of whole-brain spatial
mapping and voxel-wise analysis improved detection of CBF abnormalities.
Acknowledgements
Supported by the Loma Linda Children’s Hospital
Foundation. References
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Avants BB, et al. Neuroimage. 2011;54(3):2033-44.
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