Xixi Zhao1, Junling Wang1, Xiangliang Tan1, Xiang Xiao1, Zeyu Zheng1, Yingjie Mei2, Queenie Chan3, Yikai Xu1, Ru Yang4, and Qianjin Feng4
1Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China, People's Republic of, 2Philips Healthcare, Guangzhou, China, People's Republic of, 3Philips Healthcare, HongKong, China, People's Republic of, 42School of Biomedical Engineering and Guangdong Provincial Key Laboratory of Medical Image Processing, Southern Medical University, Guangzhou, China, People's Republic of
Synopsis
NAc
was supposed be involved in epileptogenesis, especially shell portion. The
exact parcellation within the NAc and structural alterations in vivo of NAc
subdivisions in EP patients remains unclear. We used diffusion probabilistic tractography
to subdivide NAc into putative core shell subdivisions in individual mTLE
patients for guiding NAc shell stereotactic target localization. Our results
revealed that both left and right mTLE patients exhibited decreased FA and
increased MD in shell portion of bilateral NAc, which may reflect neuronal
degeneration and damage caused by seizure mainly in shell portions, and suggest
a possible role of the NAc shell in epileptogenesisIntroduction
The nucleus
accumbens (NAc), an integral part of basal forebrain, has
become an important target of deep brain stimulation for some neuropsychiatric
disorders when refractory to medical treatment. Within the nucleus there
is a clear distinction between the shell and core subregions, defined by
distinct cytoarchitectonics and connectivity patterns1. Growing
evidence supported that the NAc has been involved in epileptogenesis, especially its shell portion2, 3. Previous studies performed NAc stimulation in patients with intractable partial
epilepsy, which provided initial evidence for its safety and feasibility2. However little is known about the exact parcellation
within the NAc in individuals, and structural alterations of NAc subdivisions in
TLE patients remains unclear. The
purpose of our study was to parcel nucleus accumbens into core and shell
portions using DTI probabilistic tractography in individual mTLE patients for guiding
NAc shell stereotactic target localization and investigate the structural
alteration of each NAc subdivision in mTLE patients.
Methods
Subjects and data acquisition: MR imaging was conducted on 40 mTLE
patients (17 left TLE patients, aged 26.9±12.1y; and 23 right TLE patients,
aged 26.4±8.4y) and 25 age-matched controls (age 27.6±13.2y) using a 3.0T MR
scanner (Philips Achieva TX) with 8-channel head coil. The DTI acquisition
was planned along the AC/PC line using a SE-EPI sequence with TR=9737 ms, TE=88 ms, b=1000
s/mm2, gradient directions=32,
FOV= 224 × 224 mm, 112 ×
112 matrix, isotropic 2 mm
resolution, 70 axial slices with no interslice gap. For anatomical segmentation a 3D T1-weighted scan with was
also performed.
Data analysis: The DTI connectivity-based
parcellation was performed using procedures described in a previous report4. For each subject,
T1-weighted scans were processed using FIRST (fMRIB Integrated Registration and
Segmentation Tool) to localize the NAc. We
transformed the NAc seed mask to the individual DTI space. Whole-brain
probabilistic tractography was performed using the PROBTRACKX to estimate the
connections between each NAc seed voxel and any target voxel in the whole
brain. The connectivity matrixbetween NAc seed voxels and target voxels was derived, and
used to generate a symmetric cross-correlation matrix .The cross-correlation matrix was fed into a k-means
clustering algorithm to group together the seed voxels that share a similar
connection profiles with the rest of the brain. The
automated classification using k-means clustering produced individual
parcellation of the NAc into 2 subdivisions. Putative core and shell portions were
identified by the location and shape as described
in previous anatomical researches5. Then we measured diffusion parameters of
each NAc subdivison for statistics.
Statistical analysis: Using the independent-samples t-test, the diffusion parameters included FA, MD, parallel (λ||) and
perpendicular diffusivity(λ⊥) in left and right mTLE groups were respectively compared
with those in control group for each NAc subdivision
Results
In each subject, we observed an approximate medial–lateral
parcellation, dividing the NAc into two parts. The location and shape of the
two portions approximately matched cytoarchitecturally identified NAc
core and shell in postmortem human tissue4.
Based on this correspondence, we identified the medial–caudal portion as
putative shell (pshell) and the lateral–rostral portion as putative core
(pcore) of NAc. Individual parcellation illustration for one
subject is shown in Figure 1. The result of t-tests of diffusion
parameters are shown in Table 1. Compared to control group, left mTLE group showed
significantly decreased FA while elevated MD, parallel
(λ||) and perpendicular diffusivities (λ⊥) in the left pshell portion, as well as increased perpendicular diffusivity (λ⊥) in the right pshell portion, but did not show
significant differences in the pcore portion. The right mTLE group exhibited decreased
FA and increased perpendicular diffusivity (λ⊥) in the left pshell portion, as well as an elevated
L3 value in the right pshell. The right pcore of NAc in right mTLE group also
appeared decreased FA, yet the left pcore portion did not yield any significant
differences.
Discussion and Conclusions
This is the first study to parcel nucleus accumbens into
core and shell portions using DTI probabilistic tractography among individual mTLE
patients. The exact stereotactic
anatomy of the core and shell portion of NAc would help neurosurgeons to
perform the NAc shell deep brain stimulation (DBS) in suppressing seizure
propagation. Our results revealed that both left and right mTLE patients
exhibited decreased FA as well as increased MD and parallel and perpendicular
diffusivities in shell portion of bilateral NAc, while absence of significant
alterations in the core, which may reflect neuronal degeneration and damage
mainly in shell portions caused by seizure, and suggest a possible role of the
NAc shell in epileptogenesis.
Acknowledgements
1 K. Basar, T. Sesia, H. Groenewegen, H. W. Steinbusch,
V. Visser-Vandewalle, and Y. Temel, 'Nucleus Accumbens and Impulsivity', Prog Neurobiol, 92 (2010), 533-57.
2 F. C.
Schmitt, J. Voges, H. J. Heinze, T. Zaehle, M. Holtkamp, and A. B. Kowski,
'Safety and Feasibility of Nucleus Accumbens Stimulation in Five Patients with
Epilepsy', J Neurol, 261 (2014),
1477-84.
3 E. A.
Scholl, F. E. Dudek, and J. J. Ekstrand, 'Neuronal Degeneration Is Observed in
Multiple Regions Outside the Hippocampus after Lithium Pilocarpine-Induced
Status Epilepticus in the Immature Rat', Neuroscience,
252 (2013), 45-59.
4. Baliki, M.N., et al., Parceling Human Accumbens into Putative Core
and Shell Dissociates Encoding of Values for Reward and Pain. J Neurosci,
2013. 33(41): p. 16383-93.
5 P. Voorn,
L. S. Brady, H. W. Berendse, and E. K. Richfield, 'Densitometrical Analysis of
Opioid Receptor Ligand Binding in the Human Striatum--I. Distribution of Mu
Opioid Receptor Defines Shell and Core of the Ventral Striatum', Neuroscience, 75 (1996), 777-92.
References
No reference found.