Amanda K.W. Buck1,2, Lauren M. Severence2, Benjamin N. Conrad1, Bennett A. Landman1,3, Adam W. Anderson1,2, Bassel Abou-Khalil4, Monica L. Jacobs5, and Victoria L. Morgan1,2
1Institute of Imaging Science, Vanderbilt University, Nashville, TN, United States, 2Biomedical Engineering, Vanderbilt University, Nashville, TN, United States, 3Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, United States, 4Neurology, Vanderbilt University, Nashville, TN, United States, 5Psychiatry, Vanderbilt University, Nashville, TN, United States
Synopsis
Temporal lobe epilepsy (TLE) is
associated with changes in regional brain structure, function, and cognition. This
study demonstrates an indirect link between right hippocampal volume reductions
and extratemporal cognition in right TLE. As hippocampal volume decreases, the right
uncinated fasciculus (RUF) axial diffusivity (AD) increases. This increase is correlated with verbal
comprehension index (VCI) score decrease. Considering that VCI deficits are
related to inferior frontal cortex lesions, these results imply that the RUF,
which structurally connects the hippocampus to the frontal lobe, is the
mediator of impairment between the seizure focus in the hippocampus and VCI
deficits in right TLE.Introduction
Temporal lobe epilepsy (TLE) is an often debilitating
condition that has known associations with changes in regional brain structure
and function, as well as cognition. Most
studies relating these factors focus on memory function in TLE where the
seizures generally originate from the hippocampus, a structure known for its
role in memory. However, it has been reported that there are declines in
other cognitive functions in TLE outside the temporal lobe [1]. In these
patients, the mechanism of cognitive decline is less understood. The goal of
this study was to investigate the relationship between brain structure and extratemporal
cognitive function in patients with right TLE.
Methods
In compliance with the Vanderbilt
University Institutional Review Board, 23 patients with TLE were recruited for
participation in the study, which consisted of both MR imaging and
neuropsychological evaluations. Control
patients were recruited to individually match patients by both sex and age +/-2
years. Of these subjects, 15 patients
with right TLE completed imaging and 14 completed both neuropsychological evaluations and imaging. This patient subset and their matched
controls are considered in the following analysis.
Neuropsychological evaluations
were conducted using the Wechsler Adult Intelligence Scale, versions III and IV
(WAIS)-III/IV which provides scores for Full Scale Intelligence Quotient
(FSIQ), Verbal Comprehension Index (VCI), and the Perceptual Organization/Reasoning
Index (POI/PRI). Here we focused on the VCI for two reasons: VCI is reduced in
some patients with TLE in relation to age of onset, seizure frequency and
number of anti-epileptic drugs used [1], and it is associated with function in
the inferior frontal lobe [2] (outside the expected primary area of impairment
in TLE).
MRI scanning was performed at 3T
with a 32 channel head coil using T1-weighted turbo fast-field echo MRI (matrix = 256 x 256 x 150, 1 mm3) and diffusion weighted MRI (b=1600 s/mm2, 92 directions, 2.5 x. 2.5 x 2.5
mm3, 3 averages). Gray matter volumes were calculated from
the T1-weighted images using the Freesurfer image analysis suite [3]. White
matter tracts were reconstructed and diffusion parameters estimated using the TRActs
Constrained by UnderLying Anatomy (TRACULA) tool [4] within Freesurfer using
the diffusion MRI.
Two separate analyses were
performed to investigate the relationship between known right hippocampal
volume (HV) decreases in right TLE (p<0.0002 compared to the healthy
controls) and VCI score. Analysis 1: The direct relationship was evaluated
using a Pearson partial correlation between HV and VCI, adjusting for age
(p<0.05 considered significant). Analysis 2: The indirect relationship was
evaluated by two steps. Step 1 involved
the computation of the Pearson partial correlations between white matter TRACULA
parameters and HV, with subject age as a covariate. Since 18 TRACULA tracts were investigated, a
Bonferroni correction requires p<0.002 to determine significance. Step 2 was
to compute the Pearson partial correlation between the TRACULA parameters found
in step 1 and VCI scores, with age as a covariate (p<0.05 considered
significant, 1 test).
Results
Using the direct relationship
analysis no significant correlation was detected between HV and VCI scores. The
results from the indirect analyses yielded the following results. Step 1: The only TRACULA parameter that showed a
significant correlation with HV was an inverse correlation between the right
uncinate fasciculus (RUF) axial diffusivity (AD) and the HV (p<0.001)
(Figure 1a). Step 2: VCI was found to be negatively correlated
with both RUF AD (p=0.0201) (Figure 1b) and RUF fractional anisotropy (FA; p=0.0498). In addition, RUF AD (p=0.0243),
radial diffusivity (RD; p=0.0313), and mean diffusivity (MD; p=0.0035) were
significantly greater in patients than in controls.
Discussion
This study demonstrates an
indirect link between known right hippocampal volume reductions in right TLE
and extratemporal cognition. As the hippocampal volume decreases, the RUF AD
increases. In fact, the right HV decrease
and the RUF AD (and RD and MD) increase in the patients were significant compared
to the controls. This increase in RUF white matter AD was also significantly
correlated with decreased VCI score. Considering that VCI deficits have been
found to be associated with inferior frontal cortex lesions, these results
taken together imply that the RUF, which structurally connects the hippocampus
and other limbic structures to the frontal lobe (Figure 2), is the mediator of impairment
between the seizure focus in the hippocampus and VCI deficits in right TLE.
Acknowledgements
Funded by R01 NS75270 (VLM)References
[1] W-H Wang, et al. Epilepsy and Behavior 2011; 22:728-734.
[2] Glascher J, et al. Neuron 2009; 61:681-691.
[3] http://surfer.nmr.mgh.harvard.edu/
[4] A Yendiki, et al. Front. Neuroinform. 5:23, 2011.