Xixi Zhao1, Junling Wang1, Xiangliang Tan1, Xiang Xiao1, Jiajun Zhang1, Yingjie Mei2, Queenie Chan3, and Yikai Xu1
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
Synopsis
In human brain, T1ρ
has been proven to be relevant with the macromolecular composition of tissues,
and supposed to be sensitive to neuronal degeneration. We used T1rho MR imaging
to investigate the variations in T1rho values of subcortical gray matter
structures automatic-drawn using FIRST segmentation among temporal lobe
epilepsy patients and the underlying relation between the significantly altered
T1rho values or volumes of subcortical structures and duration of epilepsy or
age at epilepsy onset. Our results demonstrate the feasibility of ROI-wise
analysis by atlas-based segmentation of T1rho imaging among mTLE patientsPurpose
Mesial temporal lobe
epilepsy (mTLE) is the most common form of epileptic syndrome in adults, which is characterized by
seizures originating primarily from mesial structures of the temporal lobe, and
the damage can spread to many other brain structures with anatomic and
functional connections to the epileptogenic hippocampus. However, little is
known about the biochemical change in vivo whole brain of patients with mTLE. In
human brain, T1ρ may be sensitive to both normal and pathologic changes in
tissue protein content and has been tested
successfully in Alzheimer’s disease, Parkinson’s disease and certain brain
tumors[1, 2]. The purpose of our
study was to
report a systematic investigation of the variations in T1rho values of
subcortical structures automatic-drawn by
atlas-based segmentation among temporal lobe epilepsy patients, and the
underlying relation between the significantly altered T1rho values or volumes
of subcortical structures and duration of epilepsy or age at epilepsy onset.
Methods
Subjects and data acquisition: MR imaging was
conducted on 20 mTLE patients whose postoperative pathological diagnoses were
hippocampal sclerosis (9 left mTLE patients, aged 29.1±19.6y; and 11 right mTLE
patients, aged 26.3±7.9y) and 10 age-matched controls (age 27.6±13.2y) using a
3.0 Tesla MR scanner (Philips Achieva TX). A 8-channel SENSE head coil was used
for signal reception. T1rho weighted images were acquired using a fluid
suppressed 3D turbo spin echo technique. Whole brain coverage was achieved
using a sagittal aligned acquisition matrix of 240×240, with a spatial
resolution of 1.8×1.8×1.8 mm³. TR/TE= 4800ms/229ms, FOV= 250×250mm2,
flip angle= 90°, number of slices=100. The frequency of Spin lock pulses was
500 Hz. Total spin lock times (TSL) of 0, 20, 40, 60, 80, and 100 ms were used.
For anatomical segmentation a 3D T1-weighted (T1W) scan and an axial T2-weighted
(T2W) scan were also performed.
Data analysis: The whole
brain T1rho maps were calculated using a mono-exponential decay model on a
pixel by pixel basis. For each subject, T1W scan was processed using FIRST
(fMRIB Integrated Registration and Segmentation Tool) for subcortical brain
segmentation using Bayesian shape and appearance models to localize each
subject’s ROIs which included seven subcortical GM structures
(hippocampus, caudate nucleus, putamen, globus pallidus, nucleus accumbens,
thalamus and amygdala). Then Subject-specific ROI maps were linearly registered
to each individual’s T1rho space. For
each subject, the corresponding T1rho values and volumes of each ROI were extracted
in native T1rho space by software on MATLAB 2013a programs.
Statistical analysis: Statistical
analysis of the T1rho values obtained from each region was performed using SPSS
20 (IBM Corp). Using
the independent-samples t-test, the volumes and T1rho values in the patient
group were compared with those in the control group for ROI-based analysis. To
investigate the underlying relation between the significantly altered T1rho
values or volumes of subcortical structures and duration of epilepsy or age at
epilepsy onset, linear regression analysis was performed. A significant
difference was accepted if the p value was less than 0.05.
Results
In the patient-control group
comparison of ROI-based analysis, the right caudate nucleus, hippocampus and
bilateral amygdala of right mTLE patients exhibited a significantly increase inT1rho
values, while the left mTLE patients only showed significantly elevated T1rho
values in left amygdala. The volumes of subcortical GM showed apparent atrophy
of the right hippocampus in right mTLE patients. However, neither the volumes
nor T1rho values of the structures appeared correlation with the duration of
disease or age of onset.
Discussion and Conclusion
This is the first time to use a ROI-wise analysis by atlas-based segmentation to investigate the
variations in T1rho values of subcortical
GM structures among temporal lobe epilepsy patients. In general, reduced
volumes and increased T1rho values, although not significant, were universally
observed in subcortical structures in mTLE patients. All of these regions show
neurodegeneration in previous studies. Ipsilateral hippocampus and amygdala of
mTLE patients exhibited significantly increased T1rho values, which were histologically confirmed gliosis and neuronal loss. However, we failed to observe an association between T1rho changes in
subcortical GM and disease progression, may be due to limited sample size.
These results partly reflect the ability of T1rho imaging to detect early
neuronal loss and molecular changes related to epilepsy, and demonstrate the
feasibility of ROI-wise analysis by atlas-based segmentation of T1rho imaging
among mTLE patients.
Acknowledgements
No acknowledgement found.References
1. Haris, M., et al., T(1rho) MRI in Alzheimer's disease:
detection of pathological changes in medial temporal lobe. J Neuroimaging,
2011. 21(2): p. e86-90.
2. Watts, R.,
et al., In vivo whole-brain T1-rho
mapping across adulthood: Normative values and age dependence. J Magn Reson
Imaging, 2014. 40(2): p. 376-82.