Guodong Weng1,2, Piotr Radojewski1,2, Federico Turco1,2, and Johannes Slotboom1,2
1Support Center for Advanced Neuroimaging (SCAN), University of Bern, Bern, Switzerland, 2Translational Imaging Center, sitem-insel, Bern, Switzerland
Synopsis
Keywords: Visualization, Spectroscopy, Spectral editing
In vivo detection of phosphoethanolamine (PE) using spectral editing has recently been shown to be feasible. This study shows whole-brain PE maps using SLOW-EPSI in a healthy subject with a nominal resolution of 4.3*4.3*10 mm. The result shows that the PE level is high in the cerebral cortex and low in the white matter.
INTRODUCTION
Phosphorylethanolamine,
also known as phosphoethanolamine (PE) is a compound used to construct two
different groups of phospholipids namely glycerophospholipid and sphingophospholipid.
As such this substance plays a central role in health as well as in pathologic
tissues of the human body and has been studied since the beginning of the 1970s.
Early studies reported decreased levels of PE in Alzheimer’s (AD) and Huntington’s
disease (HD) [1] and changes were reported in most types of tumours
[2]. Since PE contains 31P, it has
been most often studied by in vivo 31P MRS(I). (e.g., [3]). Recently Hui et al. showed that
PE can also be measured by MEGA-edited 1H-MRS [4], and also at UHF using SLOW-editing [5]. The advantage of the last method is that high
spatially resolved 3D PE maps can be obtained. Due to the excellent implicit lipid
and water suppression of SLOW-editing pulses, simple peak integration can be used to
generate metabolic maps even of low-concentration metabolites like PE. The aim of
the study was to investigate the feasibility of 3D whole brain PE-mapping.METHODS
The MRSI was performed
on a Siemens 7T scanner (MAGNETOM Terra, Germany) using the Nova 1Tx 32Rx head
coil.
The SLOW-EPSI sequence [5], [6] (Figure 1) was applied to detect PE at 3.22
ppm with the following parameters:
TE = 90 ms,
TR = 1500 ms, nominal matrix = 65 × 42 × 7 (4.3 × 4.3 × 10 mm), zero filling
matrix = 65 × 42 × 8 (4.3 × 4.3 × 8.8 mm), FOV = 280 × 180 × 70 mm, averages = 4,
and TA = 50 min. The
refocusing/editing chemical-selective adiabatic pulse (CSAP) for SLOW-editing
is 35 ms duration. The bandwidth (full width at 87% maximum) of editing-full
and editing-partial ranges from 1.8 – 4.2 ppm and 1.8 – 3.4 ppm, respectively (Figure 1B). The editing
result was obtained by the subtraction of editing-full (acquisition #1) and
editing-partial (acquisition #2). In SLOW-editing, the 2π- CSAP acts at the same time as both a refocusing and an editing pulse.
The PE
(3.22 ppm), Cr (3.0 ppm), Cho (3.2 ppm) and NAA (2.01 ppm) maps were generated
by integration of the absorption channel only. The metabolites signal was divided by water
reference signal to correct B1+-inhomogeneities due to non-adiabatic excitation pulse
and B1--inhomogeneities due to received coils. The baseline
was corrected by spline interpolation using an in-house developed MATLAB (R2019b) program.RESULTS and DISCUSSION
To illustrate one typical
case (male, 31 years old), from 13 healthy persons examined, Figure 2 shows the
spectra (SLOW-difference, SLOW-full, and SLOW-partial) of only one voxel (4.3 × 4.3 ×
8.8 mm),
and the PE at 3.22 ppm was clearly present. The editing difference spectra of
five different locations are illustrated in Figure 3. The signal intensity of PE is
highest at location 1 compared to other locations.
The peak integration
maps of PE (3.22 ppm), Cr (3.0 ppm), Cho (3.2 ppm) and NAA (2.01 ppm) are shown
on Figure 4. The result shows that the PE levels are high in the cerebral cortex and low in the white matter being in line with
the literature [7]. The Cr is similarly higher in grey matter and the
Cho is relatively higher in white matter, also consistent with the literature [8]. The current measurement time is relatively
long, but can be reduced by the application of parallel imaging techniques and
denoising. CONCLUSION
Our work suggests that
in vivo 1H-MRSI-based whole brain PE-mapping in
humans is feasible. However for widespread clinical application in AD and brain tumors, the sequence must be further optimized with regard to total acquisition time, and denoising of the data should also be taken into consideration.Acknowledgements
The
research is supported by the Swiss National Science Foundation (SNSF-182569).References
[1] D. W. Ellison, M. F. Beal, and J. B.
Martin, “Phosphoethanolamine and ethanolamine are decreased in Alzheimer’s
disease and Huntington’s disease,” Brain Res, vol. 417, no. 2, pp.
389–392, Aug. 1987, doi: 10.1016/0006-8993(87)90471-9.
[2] P. F. Daly, R. C. Lyon, P. J. Faustino,
and J. S. Cohen, “Phospholipid metabolism in cancer cells monitored by 31P NMR
spectroscopy.,” Journal of Biological Chemistry, vol. 262, no. 31, pp.
14875–14878, Nov. 1987, doi: 10.1016/S0021-9258(18)48107-0.
[3] J. Ren, “31P-MRS of healthy human
brain: revealing the hidden PME signals under phosphoethanolamine and
phosphocholine resonances at 7T,” medRxiv, p. 2022.06.19.22276613, Jun.
2022, doi: 10.1101/2022.06.19.22276613.
[4] S. C. N. Hui, H. J. Zöllner, G.
Oeltzschner, R. A. E. Edden, and M. G. Saleh, “In vivo spectral editing of
phosphorylethanolamine,” Magn Reson Med, Aug. 2021, doi:
10.1002/mrm.28976.
[5] G. Weng et al., “SLOW: A novel
spectral editing method for whole‐brain MRSI at ultra high magnetic field,” Magn
Reson Med, vol. 88, no. 1, pp. 53–70, Jul. 2022, doi: 10.1002/mrm.29220.
[6] A. Ebel and A. A. Maudsley, “Improved
spectral quality for 3D MR spectroscopic imaging using a high spatial
resolution acquisition strategy,” Magn Reson Imaging, vol. 21, no. 2,
pp. 113–120, 2003, doi: 10.1016/S0730-725X(02)00645-8.
[7] T. L. Perry, K. Berry, S. Hansen, S.
Diamond, and C. Mok, “Regional distribution of amino acids in human brain
obtained at autopsy,” J Neurochem, vol. 18, no. 3, pp. 513–519, 1971,
doi: 10.1111/J.1471-4159.1971.TB11979.X.
[8] A. Klauser, P. Klauser, F. Grouiller,
S. Courvoisier, and F. Lazeyras, “Whole-brain high-resolution metabolite
mapping with 3D compressed-sensing SENSE low-rank 1H FID-MRSI,” NMR Biomed,
vol. 35, no. 1, p. e4615, Jan. 2022, doi: 10.1002/NBM.4615.
[9] J. Slotboom et al., “Proton
Resonance Spectroscopy Study of the Effects of L-Ornithine-L-Aspartate on the
Development of Encephalopathy, Using Localization Pulses with Reduced Specific
Absorption Rate,” J Magn Reson B, vol. 105, no. 2, Oct. 1994, doi:
10.1006/jmrb.1994.1114.
[10] J. Slotboom, A. Nirkko, C. Brekenfeld, and
D. van Ormondt, “Reliability testing of in vivo magnetic resonance spectroscopy
(MRS) signals and signal artifact reduction by order statistic filtering,” Meas
Sci Technol, vol. 20, no. 10, p. 104030, Sep. 2009, doi:
10.1088/0957-0233/20/10/104030.