Chang-Soo Yun1, Yoon Ho Hwang2, Min-Hee Lee3, Wooseung Kim2, Jehyeong Yeon1, Hyeon-Man Baek4, Dong Youn Kim2, and Bong Soo Han1
1Radiation Convergence Engineering, Yonsei University, Wonju-si, Gangwon-do, Korea, Republic of, 2Biomedical Engineering, Yonsei University, Wonju-si, Gangwon-do, Korea, Republic of, 3Institute of Human Genomic Study, Korea University, Ansan-si, Gyeonggi-do, Korea, Republic of, 4Gachon Advanced Institute for Health Sciences and Technology, Gachon University, Incheon-si, Korea, Republic of
Synopsis
We investigated the changes in correlation between
mouse brain metabolites due to acute restraint stress using magnetic resonance
spectroscopy (MRS). Acquired time series MRS data of the control and acute
stress groups were quantified using LCModel. Correlation coefficients between
metabolites were calculated from time series metabolite concentration and
metabolite pairs with statistically significant correlations were selected
using one-sample Sign Test ( p < 0.05 ). We found that Gln-GSH,
NAA-Glu and NAA-GSH showed new significant correlations in the acute stress
group. Our findings suggest that correlation can be a useful measurement in
assessing the effects of stress.
Introduction
Stress can induce changes in concentrations of brain metabolites associated with the tricarboxylic
acid (TCA) cycle1 which is related to the glutamatergic and
aspartate systems, and these systems are known to change under stress2. These two systems are dependent on metabolites such as glutamine (Gln),
glutamate (Glu), N-acetyl aspartate (NAA), glutathione (GSH), and gamma-aminobutyric
acid (GABA) which have closely connected and are affected under a stressful
situation. We acquired metabolites of the mouse acute stress model using
Magnetic Resonance Spectroscopy (MRS) consecutively over time. Using
time-period metabolites data, we observed the changes in correlation coefficient
due to acute stress.Methods
In this study, C57BL/6N male mice (n = 24, 18–25 g, 6 weeks old) were divided into
control (n = 12) and stress (n = 12) groups. Stress group mice were restrained
in a 50 mL conical tube for 2h3. MRS scanning was performed at a 9.4T
Bruker Biospin Paravision 5.0 animal MR system (Bruker, Biospin, Ettlingen,
Germany) using Point-REsolved Spectroscopy Sequence (PRESS) with acquisition parameters
:TR/TE = 4000 ms/10 ms, number of data points = 4096, number of
acquisitions=512 and voxel size = 1.8 x 3.4 x 1.8mm3.
The MRS scan was repeated 4 times with no time interval between successive
scans. Each
512 Free Induction Decay (FID) data was split into two 256 FID data to double
the temporal resolution. Consequently, 8 consecutive FID data were obtained for
each mouse (Fig. 1) and frequency and phase drift were corrected using
FID-A software4,5. MRS data were analyzed with the LCModel6 using 17 simulated
basis-set and the concentrations of 11 brain metabolites were obtained with a
criterion of Cramer-Rao lower bound (CRLB) < 35%. We identified five
metabolites closely related to the TCA cycle, the glutamatergic system, and the
aspartate system from the 11 metabolites: Gln, Glu, NAA, GSH, and GABA. For
each group, non-parametric Spearman correlation coefficients between the five
metabolites were calculated at each time point related to acute stress. The non-parametric
one-sample sign test was used to determine the significance of the correlation
coefficients with two thresholds (0.45, 0.5) for each group.Results
At
both thresholds, the control group did not show a significant correlation
between the five metabolites, and the acute stress group showed significant
correlations in Gln-GSH, Glu-NAA, and GSH-NAA (Fig 2).Discussion
Unlike
previous MRS studies on stress that focused on changes in metabolite
concentration at any point in time, this study investigated the effects of
acute stress in the hippocampus based on the correlation between the
metabolites related to the glutamatergic and aspartate systems through the TCA
cycle. Our study showed that a new correlation was founded between Gln-GSH,
Glu-NAA and NAA-GSH in the acute stress group. Acute
stress expedites the release of corticosterone, which combines with
glucocorticoid receptors (GRs) to accelerate the release of excitatory
metabolites in the hippocampus7,8. This mechanism causes changes in the
concentrations of Gln, GSH, and NAA, which are involved in the glutamatergic
pathway and the TCA cycle (Fig 3). These
physiological responses appear to have produced positive correlations between
Gln-GSH, Glu-NAA, and NAA-GSH were observed in the acute stress group.Conclusion
This study was the first to demonstrate the effect of acute stress by evaluating
changes in physiological relationships using correlation coefficients between
brain metabolites using MRS time series data. Our study suggests that the correlation coefficient between metabolites can be a useful measure to
investigate the effect of acute stress.Acknowledgements
This research was supported by the Brain Research
Program of the National Research Foundation (NRF) funded by the Korean
government (MSIT) (2016M3C7A1905385).References
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