Synopsis
The
objective of this study is to compare lipid contents using the point-resolved
spectroscopy and stimulated
echo acquisition mode sequences
to assess lipid resonances in the liver, using in vivo high-resolution spectra
at 9.4 T.PURPOSE
Recently,
lipid quantification using proton magnetic resonance spectroscopy (
1H-MRS) has been used to diagnose diseases
such as obesity, cirrhosis, and hepatitis.
1 Typically, spectra from 0.9 ppm to 5.3 ppm obtained from in vivo
1H-MRS
of the liver tissue show various lipid peaks as well as choline-containing
compounds.
2 Increased spectral resolution and signal-to-noise ratio (SNR)
in high field strength scanners have been demonstrated in previous studies.
3 An increase in SNR shortens the total acquisition time and increases spectral
resolution, thus improving quantification of metabolites and relaxation time.
4 For minimizing signal loss, localized point-resolved spectroscopy (PRESS) and
short echo time (TE) produce better SNR of metabolite peaks and their T
2
relaxation times rather than stimulated echo acquisition mode (STEAM) sequence with
a long TE.
5 However, PRESS and STEAM in liver fat have shown different
quantification results. The objective of this study is to compare lipid
contents using the PRESS and STEAM sequences to assess lipid resonances in the liver,
using in vivo high-resolution spectra at 9.4 T.
MATERIALS AND METHODS
In
vivo PRESS and STEAM Male C57BL/6N (n=10) mice were housed in standard
plastic cages with ad libitum access to water with weight matched and were
included in this study. Fatty liver disease was induced with a high fat diet and
comprised pellets composed of 60% fat, 20% protein, and 20% carbohydrate
(Rodent Diet with 60% Kcal% fat, D12492, Research Diets, New Brunswick, NJ). The
examinations were performed on a Bruker 9.4T scanner. After scout imaging, T
1 weighted images
(in Fig. 1) was acquired in three orthogonal planes before localization of volume
of interest (VOI). To avoid large blood vessels, a voxel (0.3×0.3×0.3 cm
3)
was placed in a homogeneous parenchyma of the liver. For this, we used PRESS (repetition time [TR]/TE=3500/20
ms; number of signal averages [NSA]=128; acquisition data points=2048) and
STEAM (TR/TM/TE=3500/10/20 ms; NSA=128; acquisition data points=2048). Lipid relaxations in HF diet mice were estimated at a
fixed TR of 5000 ms, and TEs of 20–70 ms. The water suppression of each
VOI was achieved using variable pulse power and optimized relaxation delays
applied before the scan. For lipid content measurement, total lipid
((-CH
2-)
n/noise), saturated fatty acid (3(-CH
2-)/2(-CH
3)),
total unsaturated fatty acid (3(-CH
2-C=C-CH
2-)/4(-CH
3)),
total unsaturated bond index (3(-CH=CH-)/2(-CH
3)), and
polyunsaturated bond index (3(=C-CH
2-C=)/2(-CH
3)) were
quantified by separating each peak area of (CH
2)
n, CH
2-C=C-CH
2,
=C-CH
2-C=, and CH=CH by CH
3. –CH
3 peak was
used as an internal chemical shift reference. Total lipid was measured by
dividing (-CH
2-)
n peak area by spectral noise that was
acquired with the standard deviation of peak area (from 7.3 to 11.3 ppm) at
which no lipid metabolites was observable in the liver. All spectra acquired
were processed using the Advanced Method for Accurate, Robust, and Efficient
Spectral fitting algorithm including in the Java-based Magnetic
Resonance User Interface software package. Before fitting, apodization
of the spectra in HF diet mice with baseline was performed at 3Hz.
Preprocessing was performed using an automatic frequency shift and the
Hankel-Lanczos Singular Value Decomposition filter with subtraction of
water peak. To improve SNR, all measurable lipid peaks were fitted
with single Gaussian line shape. All
statistical analysis was conducted with the statistical package for the social
sciences (SPSS version 21, IBM Corp. Armonk, NY, USA) including the independent
t-test to determine metabolic changes and to establish significant difference.
RESULTS
Fig. 1
compares water and lipid peaks. Fig. 2A to E compares relative lipid contents in the
studied liver between the PRESS and STEAM sequences. In Fig. 2, the total lipid
and total saturated fatty acid were differently changed in HF diet mice that
underwent PRESS compared with those that underwent STEAM (total lipid,
p<0.05; total saturated fatty
acid,
p<0.001). Compared with PRESS,
STEAM showed different total unsaturated fatty acid value (
p<0.001). Compared with PRESS, STEAM showed different total unsaturated
and poly unsaturated bonds (total unsaturated bond,
p<0.001; poly unsaturated bond,
p<0.001).
DISCUSSION AND CONCLUSION
Theoretically,
STEAM produces more accurate results than PRESS. In addition, a relaxation
description of the lipid molecule for quantification is quite complex and
difficult to describe analytically.
6 The relaxation behavior of lipid resonances
may lead to errors in signal quantification.
6 T
2 relaxation may create
errors in quantitative analysis of lipid composition. Because all lipid
resonances in the liver showed a J-coupling effect and different sensitivities
in J-coupling, at 9.4 T, CH
3 at 0.9 ppm was strongly coupled at the
adjacent (-CH
2-)
n protons.
5 In conclusion,
due to stronger J-coupling effects on the PRESS sequence, the accurate estimation
could not be obtained. STEAM is less sensitive to J-coupling and gives a theoretically
more accurate estimate at 9.4T.
Acknowledgements
This
study was supported by a grant (2012-007883) from the Mid-career Researcher
Program through the National Research Foundation funded by the Ministry of
Science, ICT & Future Planning and by a grant of the Korea Health
Technology R & D Project through the Korea Health Industry Development
Institute, Funded by the Ministry of Health & Welfare (grant number:
HI14C1135).References
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