Do-Wan Lee1, Hwon Heo2, Chul‐Woong Woo3, Jae-Im Kwon3, Joongkee Min3, Monica Young Choi2, Yeon Ji Chae2, Dong‐Cheol Woo2,3, Kyung Won Kim1, Jeong Kon Kim1, Hyo Jeong Chin4, and Dong‐Hoon Lee4
1Department of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea, Republic of, 2Department of Convergence Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea, Republic of, 3Convergence Medicine Research Center, Asan Institute for Life Sciences, Asan Medical Center, Seoul, Korea, Republic of, 4Department of Radiological Science, College of Health Sciences, Yonsei University, Wonju, Korea, Republic of
Synopsis
Investigations of amide
proton signal changes in the white matter of demyelinating diseases may provide
important biophysical information for diagnostic and prognostic assessments. We
attempted to evaluate in vivo APTw signal changes within the CC in a reversible
cuprizone-induced demyelination rat model using amide proton transfer-weighted (APTw)
MRI at 7-T. We also used immunohistochemical staining to characterize
demyelinating and remyelinating activity in the CC following myelin and axon
changes. Significant APTw metric changes coupled with the histological
characteristics of the demyelination and remyelination processes indicate the
potential usefulness of APTw 7T MRI to monitor earlier myelination processes.
INTRODUCTION
Multiple sclerosis (MS)
is a demyelinating disorder that causes focal lesions in the CNS and an
autoimmune disease in which inflammatory response to myelin components leads to
demyelination, axonal damage, and oligodendrocyte death.1,2
Remyelination is a regenerative process in which new myelin sheaths form in
demyelinated axons. Thus, biophysical assessment of remyelination through
observational and follow-up studies is an important diagnostic and therapeutic
strategy for preventing axonal loss in MS.1,3,4 This study applied amide
proton transfer-weighted (APTw) MRI at 7-T to evaluate in vivo APTw signal changes
within the corpus callosum (CC) in a reversible cuprizone-induced demyelination
rat model.METHODS
Animals: Twenty-one male rats were divided into three
groups (demyelination [DEM]; n=7, remyelination [REM]; n=7, and a control
group; n=7). We fed a diet milled with 0.2% cuprizone
(bis[cyclohexanone]oxaldihydrazone) for 7-weeks to induce demyelination. To induce remyelination1,5,
we changed to normal diet and fed for an additional 5-weeks. Figure 1 is a
schematic diagram of cuprizone administration for demyelination and
remyelination.
MRI Experiments: All MRI experiments were performed on a 7-T/160-mm
scanner. APT data were acquired using a fat-suppressed turbo-RARE sequence with
a continuous-wave RF saturation pulse (power/time = 2.3-μT/5-sec).6
Z-spectra with 25-frequency offsets from ±6ppm (0.5ppm increment) for
saturation images and one unsaturation image (S0) were acquired. For
B0-field inhomogeneity correction, water saturation shift
referencing (WASSR) Z-spectra with 33-frequency offsets from ±0.8ppm (0.05ppm increment)
using 0.5-μT RF saturation power was applied.7
Data Analysis: To correct for B0-field
inhomogeneity, the Z-spectra from WASSR data for each voxel were fitted, and
then water signal was reset to 0ppm to obtain the frequency shift information.
The APTw signal was computed by subtracting the magnetization transfer
ratio (MTR=1–Ssat/S0): APTw=MTRasym(3.5ppm)=MTR(+3.5ppm)–MTR(-3.5ppm).8
The APTw signals in all experimental groups were carefully quantified based on
manually drawn ROIs in the CC.
Transmission Electron Microscopy (TEM): To observe the myelin sheets of the rat CC,
TEM was performed at the ultrastructural level. CC-containing brain samples
were fixed with 2.5% glutaraldehyde. The samples were dehydrated using an
ethanol, embedded in Epon-resin, and finally baked. Ultrathin (60-nm) sections
were prepared and captured using a Hitachi-H7600.
Myelin Staining: To observe myelin distribution in CC, coronal
brain sections (20-μm) were stained with Black-Gold-II. The sections were
transferred to pre-warmed 0.3% Black-Gold-II solution. The sections were
dehydrated using an ethanol, cover-slipped with mounting media, and then captured
with a Zeiss-Axio Observer.Z1.
Statistical Analysis: The normality of data was assessed using
Kolmogorov–Smirnov and Shapiro–Wilk tests. The results for normality in all
groups were above 0.05. The APTw signal intensities among the groups
were analyzed by one-way ANOVA followed by Tukey’s post-hoc tests. A p-values
<0.05 were considered statistically significant.RESULTS AND DISCUSSION
Figure 2a-d shows the average Z-spectra from ROIs, which were set in
each experimental group as a function of the frequency offset. Overall, the MTRasym
curves showed differences between the DEM and controls, indicating higher CEST
signals at 3.5ppm (APTw) in the DEM compared with the controls. The MTRasym curves were negative
at all frequency offsets, representing the influence of the upfield NOE effects.9-11
Figure 2e shows the quantified APTw signals from the MTRasym curve
at 3.5ppm in each group. The APTw signals between the control and DEM groups
were -4.42±0.60% and -2.57±0.48%, respectively, indicating higher in vivo APT
signals in the demyelinated lesion (p<0.001). As remyelination progressed
after demyelination, the APTw signal of the REM was -3.83±0.67%, which was
lower compared with the DEM (p<0.01) and similar to the controls (p = 0.18).
Figure 3 shows the APTw map overlaying the unsaturated image for
whole-brain regions (top row) and the APTw map focusing on CC region (bottom
row) in a representative rat for each group. As shown in quantification results
in Fig.2, the APTw signal showed hyperintensities in the DEM compared with that
in the controls, which were lower when remyelination proceeded in the REM.
Figure 4 shows the results of the histogram analysis of the APTw signals
over the voxels in the ROI. As shown in Fig.2, because the APTw signal in the
DEM was higher (p < 0.001) , the corresponding APTw histogram (red) was
right-shifted compared with that of controls (gray) (Fig.4a). In Fig.4b,
compared with Fig.4a, APTw histogram that was right-shifted (DEM/red) was
shifted to the left by the remyelination process (REM/green). After
remyelination, histograms between controls and REM were similarly distributed
(Fig.4c).
Figure 5 shows histological validation of the DEM and REM. Schematic
diagrams (Fig.5a) indicate the studied region of the CC (top/bottom). Representative
TEM images show the ultrastructure of myelin sheets around the axons with
healthy myelin sheets of controls (left, Fig.5b). At seven weeks of cuprizone
diet administration, the axons exhibited a loss of myelin density (middle,
Fig.5b). After cuprizone withdrawal, the REM showed recovered myelinated axons
in the CC (right, Fig.5b). A representative image of Black-Gold-II staining
demonstrated the loss of myelin stain in the DEM (middle Fig.5c) compared with
that in controls (left, Fig.5c). The REM showed recovered myelin in staining of
the CC (right, Fig.5c).CONCLUSION
Significant temporal contrast changes in the APTw metric coupled with
histological characteristics of both demyelination and remyelination processes
indicated the potential usefulness of APTw MRI to monitor earlier myelination
processes.Acknowledgements
This work was supported by the National Research Foundation of Korea
(NRF) grant funded by the Korean Government (Ministry of Science and ICT, MSIT;
NRF-2018R1C1B6004521 and NRF-2020R1A2C1103133).References
1. Franklin RJ,
Ffrench-Constant C. Remyelination in the CNS: from biology to therapy. Nat Rev
Neurosci. 2008;9(11):839-855.
2. Wingerchuk DM,
Lucchinetti CF, Noseworthy JH. Multiple sclerosis: current pathophysiological
concepts. Lab Invest. 2001;81(3):263-281.
3. Nathoo N, Yong VW,
Dunn JF. Understanding disease processes in multiple sclerosis through magnetic
resonance imaging studies in animal models. Neuroimage-Clin. 2014;4:743-756.
4. Wang N, Zhuang J,
Wei H, et al. Probing demyelination and remyelination of the cuprizone mouse
model using multimodality MRI. J Magn Reson Imaging. 2019;50(6):1852-1865.
5. Orije J, Kara F,
Guglielmetti C, et al. Longitudinal monitoring of metabolic alterations in
cuprizone mouse model of multiple sclerosis using 1H-magnetic resonance
spectroscopy. Neuroimage. 2015;114:128-135.
6. Sagiyama K, Mashimo
T, Togao O, et al. In vivo chemical exchange saturation transfer imaging allows
early detection of a therapeutic response in glioblastoma. Proceedings of the
National Academy of Sciences of the United States of America.
2014;111(12):4542-4547.
7. Kim M, Gillen J,
Landman BA, et al. Water saturation shift referencing (WASSR) for chemical
exchange saturation transfer (CEST) experiments. Magn Reson Med.
2009;61(6):1441-1450.
8. Zhou JY, Payen JF, Wilson
DA, Traystman RJ, van Zijl PCM. Using the amide proton signals of intracellular
proteins and peptides to detect pH effects in MRI. Nat Med.
2003;9(8):1085-1090.
9. Jones CK, Huang A,
Xu JD, et al. Nuclear Overhauser enhancement (NOE) imaging in the human brain
at 7 T. Neuroimage. 2013;77:114-124.
10. Heo HY, Jones CK,
Hua J, et al. Whole-Brain Amide Proton Transfer (APT) and Nuclear Overhauser
Enhancement (NOE) Imaging in Glioma Patients Using Low-Power Steady-State
Pulsed Chemical Exchange Saturation Transfer (CEST) Imaging at 7T. J Magn Reson
Imaging. 2016;44(1):41-50.
11. Liu DP, Zhou JY,
Xue R, et al. Quantitative Characterization of Nuclear Overhauser Enhancement
and Amide Proton Transfer Effects in the Human Brain at 7 Tesla. Magn Reson
Med. 2013;70(4):1070-1081.