Do-Wan Lee1, Chul-Woong Woo2, Hwon Heo3, Jae-Im Kwon2, Yeon Ji Chae3, Su Jung Ham4, Jeong Kon Kim1, Kyung Won Kim1,4, Dong-Cheol Woo2,3, and Dong-Hoon Lee5
1Department of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea, 2Convergence Medicine Research Center, Asan Institute for Life Sciences, Asan Medical Center, Seoul, Republic of Korea, 3Department of Convergence Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea, 4Asan Image Research, Asan Institute for Life Sciences, Asan Medical Center, Seoul, Republic of Korea, 5Faculty of Health Sciences and Brain & Mind Centre, The University of Sydney, Sydney, Australia
Synopsis
Research on changes to glutamate signaling
in the white matter of demyelinating diseases may provide important biophysical
information for diagnostic and prognostic assessment. We attempted to evaluate
glutamate signals in a cuprizone-induced rat model of demyelination by GluCEST
imaging. GluCEST imaging provides in vivo
image contrast of changing glutamate concentrations during demyelination and
subsequent remyelination. We also performed histological validation to analyze
the state of myelinated axons. GluCEST imaging could
be a useful tool to evaluate brain metabolism in demyelination and
remyelination models and provide
quantitative results that are highly representative of changes to glutamate
levels in vivo.
INTRODUCTION
Multiple sclerosis (MS) is an inflammatory
demyelinating disease of the central nervous system that interferes with saltatory
nerve conduction, causing axon degeneration and neuronal dysfunction.1,2
Remyelination, a regenerative process allows formation of new myelin sheaths in
demyelinated axons. Biophysical assessment of remyelination through
observational and follow-up studies is an important diagnostic and therapeutic
strategy for preventing axonal loss in MS.3,4 Interestingly,
increasing evidence suggests that changes in in vivo glutamate are pathophysiologically observed during demyelination
and remyelination in the brain’s white matter.5,6 Therefore,
observing and evaluating changes in glutamate levels is important, as it has
the potential to function as an essential biomarker for estimating brain
metabolism in the myelination process. Recently, chemical exchange
saturation transfer (CEST) MRI has been introduced as a new contrast
enhancement technique that enables the indirect detection of molecules with
exchangeable protons and exchange-related properties.7-10 This study
aimed to quantitatively evaluate in vivo
glutamate changes within the corpus callosum in a reversible, cuprizone-induced
rat model of demyelination using glutamate CEST (GluCEST) imaging. Furthermore,
immunohistochemistry enabled characterizing the region in the corpus callosum where
demyelination/remyelination occurs, specifically by following changes in myelinated
axon.METHODS
Animal Models:
Starting at 4 weeks of age, 18 male Wistar rats, divided into two groups [cuprizone-induced
group, n=12; control group (CTRL), n=6], were used. The cuprizone-induced rats were
fed a milled diet with 0.2% cuprizone for 10 weeks to induce demyelination (demyelination
group, DEM, n=6) and were then changed to a normal chow diet for the recovery
phase during an additional 5 weeks (remyelination group, REM, n=6).3,4
CTRL rats were fed a normal chow diet only. Figure 1 represents a schematic
diagram of the cuprizone challenge.
MRI experiment:
All GluCEST imaging data were obtained from a 7-T Bruker scanner based on
Turbo-RARE sequence with 25 frequency offsets (-6 ~ +6 ppm at intervals of 0.5
ppm, and unsaturated (S0) image). Images were acquired using a
continuous-wave RF saturation pulse (power=3.6-μT, saturation time=1-s).10
For B0 correction, WASSR dataset with 29 frequency offsets was
acquired from -0.8 to 0.8 ppm (0.05 ppm increment) using 0.3-μT RF saturation
power. For B1 correction, B1 map using double flip-angle
(30° and 60°) was acquired.8
Data
processing: Using B0 and B1
corrected CEST data, the GluCEST contrast was computed by subtracting the
normalized magnetization signal at 3.0 ppm from the magnetization at the
corresponding reference frequency symmetrically at the upfield from water; [Ssat(-3.0ppm)
- Ssat(+3.0ppm)] / Ssat(-3.0ppm).8,10 An ROI
for the calculation of the GluCEST values was set in the corpus callosum
region. Statistical differences in GluCEST signals among the three groups
(CTRL, DEM and REM) were analyzed using a one-way analysis of variance test,
followed by Tukey’s post-hoc test (p
< 0.05).
Transmission Electron
Microscopy (TEM):
Following cardiac perfusion11 with 4% PFA, the brain was removed, and
the area immediately encompassing the midline of the corpus callosum was
dissected into 1-mm sections and oriented such that cross sections of axons within
the corpus callosum were obtained. Ultrathin sections were cut below 1-μm
thickness and stained with toluidine blue. The axons and myelin were scanned
and imaged using a Hitachi-H-7600 TEM system.
Immunohistochemistry (IHC)
staining: Myelin staining in frozen sections including the corpus callosum area was
performed using Black-Gold-II staining according to the manufacturer’s
instructions (EMD Millipore).12 All sections were incubated in ddH2O
for 2-min, then in a moist chamber at 60℃ for
12-min in prewarmed Black-Gold-II solution. The slides were rinsed twice in ddH20,
incubated in prewarmed 1% sodium thiosulfate for 3-min, followed by three
washes in ddH2O. Stained sections were scanned and imaged in the midline of the corpus callosum area.RESULTS AND DISCUSSION
The MTRasym
spectra in the corpus callosum showed significant differences between DEM and CTRL
groups (Fig.2a), indicating that the CEST signals at 3.0-ppm (GluCEST) were
increased in the DEM group than in CTRL. Quantified GluCEST signals between DEM
and CTRL were -7.25±1.42% and -2.84±1.30%, respectively (Fig.2b), with a
significant statistical difference (p = 0.001).
These findings, showing increased in vivo
glutamate signals in the demyelinated lesion, are concurrent with results from
previous studies using proton MR spectroscopy.2,6 During remyelination,
however, the increased glutamate signals decreased (-6.52±1.95%; Fig.2b) to
levels which were not significantly different from those in CTRL rats (p = 0.734). On GluCEST maps, focused on
the corpus callosum region and overlaid on unsaturated CEST image (Fig.3), signal
changes showed hyperintensities in DEM than in CTRL, which decreased in REM and
were not significantly different from those in CTRL (Fig.3). The extent of remyelination
(recovery) and axonal damage were further confirmed by TEM and IHC staining,
which showed fewer myelinated axons at the corpus callosum in the DEM rats than
in the CTRL and REM rats (Fig.4a,d,e). The findings of this study indicate that
it is possible to use the CEST method to detect changes in glutamate in a rat
model of cuprizone-induced demyelination and remyelination.CONCLUSIONS
We demonstrated that GluCEST imaging is adequately sensitive
to detect in vivo changes in
glutamate in the demyelination process. Significant temporal contrast changes in
GluCEST metric coupled with histological characteristics of both the demyelination
and remyelination processes clearly indicated that GluCEST imaging could be a
useful tool to monitor myelination processes.Acknowledgements
This work was supported by grants from the Basic
Science Research Program through the National Research Foundation of Korea
[NRF-2018R1C1B6004521 and NRF-2018R1A2B2007694], funded by the Korea Government
(MSIT).References
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