Do-Wan Lee1, Yeon Ji Chae2, Monica Young Choi2, Jae-Im Kwon3, Joongkee Min3, Chul‐Woong Woo3, Hwon Heo2, Dong‐Cheol Woo2,3, Jeong Kon Kim1, Kyung Won 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
This study
quantitatively measured the changes in metabolites in the hippocampal lesions
of a rat model of cuprizone-induced demyelination as detected using in vivo
proton magnetic resonance spectroscopy (1H-MRS) at 7-T. The principal findings
of the present study were significantly altered concentrations of gamma-aminobutyric
acid, glutamate, myo-Inositol, tCr (creatine + phosphocreatine), and Glx (glutamate
+ glutamine) in the hippocampus of the demyelination-induced
rats relative to those in control rats. Our results showed that
cuprizone-induced neuronal demyelination may influence the severe abnormal
metabolism in hippocampal lesions, and these responses could be caused by
microglial activation, mitochondrial dysfunction, and astrocytic necrosis.
INTRODUCTION
Multiple sclerosis (MS)
is a chronic and progressive inflammatory disease of the central nervous system
(CNS).1,2 The most significant characteristic features of MS are
inflammatory lesions, primary demyelination, axonal damage, plaques, microglia
activation, mitochondrial dysfunction, and abnormal metabolism.2-4 The
aim of this study was to quantitatively examine the neurochemical alterations
in hippocampal lesions in a rat model of cuprizone-induced demyelination, as
detected using proton magnetic resonance spectroscopy (1H-MRS). METHODS
Animals:
Nineteen Sprague-Dawley rats were divided into two groups (control [CTRL]
group; n = 11, and cuprizone-induced [CPR] group; n = 8). To induce demyelination in the hippocampus,
nine CPR rats were provided a diet of milled with 0.2% cuprizone
(bis[cyclohexanone]oxaldihydrazone) for seven weeks, while CTRL rats were
maintained on a regular chow diet.
1H-MRS:
Designs of in vivo 1H-MRS studies have been previously
described.5 All in vivo MR experiments were carried out using
a horizontal 7-T/160-mm MRI scanner. Water suppressed in vivo proton
spectra were acquired from the hippocampal region (Fig.1). All parameters were
as follows: spin-echo-based PRESS pulse sequence, VAPOR method, VOI = 2 × 2 × 3
mm3 (12.0-μL), TR/TE = 5000/16.3-ms, spectral width = 5,000 Hz,
average = 256, and data points = 2,048.
Spectral
Quantification: Postprocessing of 1H-MRS raw
data was quantified using a linear combination of models (LCModel) in a fully
automated pipeline. In vivo proton spectra were analyzed using a set of
simulated basis sets including 18 metabolites, as follows: Ala, alanine; Asp,
aspartate; Cr, creatine; GABA, gamma-aminobutyric acid; Glc, glucose; Glu,
glutamate; Gln, glutamine; GSH, glutathione; GPC, glycerophosphocholine; Gly,
glycine; Lac, lactate; NAA, N-acetylaspartate; NAAG, N-acetylaspartylglutamate;
mIns, myo-inositol; PCh, phosphocholine; PCr, phosphocreatine; sIns,
scyllo-inositol; Tau, taurine; tNAA, total NAA = NAA + NAAG; Glx, glutamine and
glutamate complex = Glu + Gln; tCr, total Cr = Cr + PCr; and tCho, total Cho = GPC + PCh.
Eddy current correction in all proton spectra was applied and fitted in the
chemical shift range from 4.0 to 0.3 ppm. The unsuppressed water signal was
used as an internal reference for water scaling, and metabolite concentrations
were acquired (μmol/g). Additionally, the relative metabolite levels of Glx,
Glu, and GABA were calculated by dividing the tCr signals and expressed as
Glx/tCr, Glu/tCr, and GABA/tCr ratios.
An estimate of the
uncertainty (Cramer-Rao lower bounds [CRLBs]; %SD) was provided by the LCModel.
Individual metabolite signals were used to determine the reliability of the
fitting; less than 10%SD was considered acceptable for Glu, mIns, Tau, tCho,
tNAA, tCr, and Glx; less than 20%SD was acceptable for Cr, PCr, GABA, Gln, and
GSH.
Statistical
Analysis: The metabolite quantification (absolute
concentrations and peak ratio values), spectral quality measurements
(signal-to-noise ratio [SNR], and full-width at half-maximum [FWHM]) were
normally distributed for all data (Kolmogorov-Smirnov test of normality, all p
> 0.05), and independent independent t-tests were used. Statistical
differences were assumed to be significant for p-values below 0.05.RESULTS AND DISCUSSION
Representative
high-resolution 7-T spectra with narrow linewidths from a single voxel of the
hippocampal region were obtained throughout the study. In all proton spectra
(Fig.2), the average FWHM and SNR levels estimated using the LCModel were 7.8±1.0
vs. 7.5±0.8, p = 0.552 for FWHM (Hz), and 13.5±1.0 vs. 14.0±1.2, p
= 0.388 for SNR in the CTRL and CPR groups, respectively. All spectral quality
values showed no significant difference between the two groups. Figure 3
illustrates the assessed cerebral metabolite concentrations and spectral CRLB
values obtained from the hippocampal region of both groups. An independent t-test
revealed significant differences in the cerebral metabolite concentrations
between the two groups. The concentrations of GABA (2.064±0.496 vs. 2.538±0.153
μmol/g; p = 0.019), Glu (6.693±0.436 vs. 7.387±0.269 μmol/g; p =
0.001), and Glx (9.632±0.323 vs. 10.578±0.632 μmol/g; p = 0.001) were
significantly higher in CPR rats than in CTRL rats. The concentrations of mIns
(4.138±0.616 vs. 3.132±0.324 μmol/g; p = 0.001) and tCr (6.590±0.298 vs.
6.030±0.478 μmol/g; p = 0.006) were significantly lower in CPR rats than
in CTRL rats. Figure 4 illustrates the selected metabolite ratios of interest
that were obtained from the hippocampal region in both groups. The Glx/tCr
(1.465±0.097 vs. 1.758±0.091; p < 0.001), Glu/tCr (1.018±0.090 vs.
1.231±0.094; p < 0.001), and GABA/tCr (0.314±0.076 vs. 0.422±0.033; p
= 0.002) ratios in CPR rats were significantly higher than those in CTRL rats. To
date, numerous studies have investigated the extensive hippocampal
demyelination seen in MS patients and animal models, in parallel with
inflammation, microglia, and macrophage activation, which are strongly related
to hippocampal metabolism.6-8
The principal findings
of the present study were significantly altered concentrations of GABA, Glu,
mIns, tCr, and Glx in the hippocampus of the CPR rats relative to those in CTRL
rats. In addition, the Glx/tCr, Glu/tCr, and GABA/tCr ratios were also
statistically higher in the CPR rats than those in the CTRL rats. These
findings suggest that neurochemical abnormalities are present in the
hippocampal region of cuprizone-treated rats.CONCLUSION
To explore the
neurochemical profile of cuprizone-induced demyelination in the hippocampus, we
conducted an in vivo 1H-MRS study at 7-T. Significantly
altered several metabolites possibly utilized as a neuronal marker in
cuprizone-induced demyelination, and these findings might have cardinal
importance in the progression of MS. 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
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