894.18
Introduction:
Results I:
Results III:
Diffusion tensor imaging (DTI) has been applied to a variety of neurological
diseases and brain injuries including mild traumatic brain injuries (MTBI).
One of the problems that this technology still faces originates from the fact
that it is not clear which one of the various quantities that can be derived
from the diffusion tensors is most effective in a given application or diagnosis.
Among the scalar quantities in use are fractional anisotropy (FA) and the
mean (MD), transversal (Lt) and axial (L1) diffusivity (see figure 1), all of
which are certain functions of the diffusion tensor’s eigenvalues. Here we
extend DTI into the temporal domain by comparing these measures obtained
from subjects who suffered a concussion in a sequence of scans with control
groups who did not suffer from injury. In these comparisons we find changes
in the structural integrity of the white matter during the recovery period.
Figure 3 shows the number of significantly different voxels in axial slices between
the concussed subjects and the first control group for the first (red), second
(green) and third (blue) scan. Comparison between the two control groups is
shown in black.
For all four quantities there are two distinct peaks in the concussed-control
comparisons, no such peaks exist in control-control;
Around Z=115 (cyan region) recovery is seen in MD, Lt and L1 but not in FA;
Around Z=96 (purple region) recovery is most pronounced in FA and L1;
 No recovery is seen for FA around Z=115 and Lt around Z=96.
Figure 5 shows regions where significantly different voxels are found in the first
scan only (red), in the first two scans (yellow), in the first and third scan (purple)
and in all three scans (white).
FA
(1   ) 2  (2   ) 2  (3   ) 2
FA 
12  23  32
Lt 
MD
2
At Z=115 only MD shows changes in greater regions bilaterally;
In most cases areas shrink from red to yellow to white, indicating recovery.
There are few locations where the voxels are different only in the first and
third scan but not the second; there are no voxels where there is a difference
in the third scan but not in the first.
FA
Scan 1
Scan 2
Scan 3
Control
2  3
For all three scans the different voxels are located in the same regions;
MD
Lt
L1
Z=115
Lt
MD 
1  2  3
3
MD
Lt
L1
L1  1

Figure 1: Fractional anisotropy, and mean, transversal and axial diffusivity.
For graphical purposes Lt and L1 are normalized the same way as FA.
Z=96
Figure 3
Figure 5: Regions with significantly different voxels.
Results II:
Methods:
Three college football player who suffered a concussion during the season
underwent DTI scans within 24h of the injury and follow-ups one and two
weeks later;
Two control groups consisted of five and three non-injured players;
Figure 4 shows scaled values for the four quantities in voxels that are different for
the three concussed subjects and the averages for the controls.
FA is significantly increased after concussion in all three scans;
MD and Lt are decreased;
Except for the first scan there is no change in L1.
All scans were pre-processed and co-registered to a standard template
(NMI152) using FSL [1,2] and smoothed using a 7x7x7mm3 cubic kernel;
In a region of interest where FA exceeded a
value of 0.4 (see fig. 2), t-tests were applied
between the two control groups, and the
first control and the three scans from the
concussed subjects to find those voxels that
were significantly different (p<0.05) in
either FA, MD, or transversal or axial
diffusivity;
Using a color-coding scheme allows for
identifying regions where recovery occurs.
FA
L1
Single Subjects and Average Over Controls
FA
S
2
S S Scan 2 Scan 3
1 3
MD
Lt
L1
Conclusions:
Recovery in the white matter is found in sequences of DTI scans taken within
24h of a concussion and about one and two weeks later;
Different quantities derived from the diffusion tensors have different sensitivity
and dependence on location;
The most widely used fractional anisotropy (FA) does not seem to be the best
diagnostic measure as it shows differences between the control groups in
lower brain areas and no changes in time in the upper cortical regions;
Further studies of other quantities, including directional information from the
tensors’ eigenvectors, are needed to establish DTI diagnostic technique for
detecting MTBI and monitoring recovery from MTBI.
References:
[1]
C
o
n
Fig. 2
Figure 4
S.M. Smith et al. (2004) Advances in functional and structural MR image analysis and
implementation in FSL. Neuroimage 23:208-219
[2] S.M. Smith et al. (2006) Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion
data. Neuroimage 31:1487-1505
Acknowledgement: Work supported by NINDS grant 48299 (JASK).