Zhongxu An1, Sandeep Ganji1, Vivek Tiwari1, and Changho Choi1
1Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, TX, United States
Synopsis
Reliable detection of GABA is important for research
studies in neuro-psychiatric diseases. In
vivo 1H GABA resonances extensively overlap with the neighboring resonances of
glutamate and glutamine. We present an optimized single-shot triple-focusing 1H
MRS method which fully resolved GABA 2.29-ppm signal at 3T. PURPOSE
Reliable and precise
measurement of the primary inhibitory neurotransmitter, γ-aminobutyric acid
(GABA), in the human brain is important for the research in a wide variety of
neuro-psychiatric disorders
1. The resonances of this
low-concentration metabolite are extensively overlapped with other large
signals, thus J-difference editing approaches
2,3 are commonly used,
in which the GABA 3.0-ppm resonance is obtained via subtraction between two
spectra. Given that difference editing may suffer from potential subtraction
errors, the capability of detecting GABA in a single-shot manner may be highly
beneficial. Here we report a novel triple-refocusing approach that can completely
resolve the GABA 2.29-ppm resonance from neighboring resonances at 3T.
METHODS
The 1H MRS
sequence used had three 180° RF pulses following a
90° excitation pulse, as shown in Fig.1a. The first
and third 180° pulses were slice
selective (13.2ms; bandwidth 1.3kHz) and the second 180°
pulse was non-slice selective. Volume-localized density-matrix simulations were
conducted for optimizing the second 180° pulse duration and the
triple-refocusing subecho times TE1, TE2 and TE3,
incorporating experimental RF and gradient pulses. Spectra of GABA, Glu and Gln
were numerically calculated for various non-slice-selective 180°
pulse durations (14 - 32ms) and various subecho times TE1, TE2
and TE3 (16 - 60ms). Among ~150,000 simulated spectra, an optimal
pulse duration and sub-echo time set was obtained with criteria; 1) high
amplitude and narrow GABA signal at 2.29-ppm, and 2) good separation of GABA
from the Glu and Gln C4-proton resonances.
In-vitro test of the GABA-optimized
triple-refocusing sequence was conducted on a phantom solution with GABA (1mM),
Glu (12mM) and creatine (10mM), at pH=7.0 and temperature 37°C.
Seven normal adult subjects (4 male and 3 female) were recruited. In-vivo 1H MRS data were
obtained, with triple-refocusing MRS, from occipital gray-matter (OG) and
occipital white-matter (OW) dominant regions. The voxel size was 23×25×25mm3
for OG and 28×20×20mm3
for OW. Data acquisition parameters included NEX=192 and TR=2s (scan time 6.4
min). Data were acquired with a 32-channel head coil in a 3T whole-body scanner
(Philips Medical Systems). Spectral fitting was performed, with LCModel software4,
using in-house calculated basis spectra of 20 metabolites. Metabolites were
quantified with reference to water at 45 M. T2 relaxation effects were
corrected using published T2 values5.
RESULTS
Numerical simulations
indicated that the GABA 2.29-ppm resonance was temporally maximum and can be
resolved from adjacent signals of Glu and Gln, with a triple-refocusing subecho
time set of (TE
1,TE
2,TE
3) = (34,14,34) ms and
a 14-ms non-slice selective 180° pulse (1.2kHz
bandwidth, Fig.1b), tuned to 2.5-ppm. In phantom validation (Fig.2), the GABA
signal at 2.29-ppm was clearly separated from the Glu 2.35-ppm signal, which
was not the case in short-TE MRS. Figure 3 presents representative in-vivo spectra
from OG and OW regions, together with LCModel fit and individual metabolite
spectra. A signal was clearly discernible at 2.29-ppm, well separated from the
large Glu signal at 2.35-ppm. The 2.29-ppm signal was large in the OG spectrum
and relatively low in the OW data. GABA was estimated to be 0.95 and 0.49mM
with CRLBs of 8% and 11% for OG and OW, respectively. Similar results were observed
in all 7 subjects (Fig.4). The mean concentration of GABA was significantly
higher in OG than in OW (0.86 vs. 0.44mM; p < 0.001) (Fig.5). The mean GABA
CRLB was 7% and 13% in OG and OW, respectively.
DISCUSSION
AND CONCLUSION
We report a novel
triple-refocusing MRS method that provides complete separation of the GABA 2.29-ppm
signal from the Glu C4-proton resonance in a single-shot manner. The major
mechanism for the signal separation is narrowing of GABA and Glu multiplets at
the optimized subecho times and with non-slice selective 180°
pulse. Specifically, the Glu C4-proton resonances are strongly coupled and the signal
intensity and patterns are sensitive to individual subecho times while the
signal from the weakly-coupled GABA spins depends on the total TE. The signal
yield of the new method is ~2 fold higher than that of J-difference editing, reducing
the scan time substantially (e.g., 6.4min vs. 14min
6 for 14mL). Our
data show that the GABA level is significantly higher in OG than in OW, in
agreement with prior studies
7. Small CRLBs of GABA and small
residuals in spectral fitting support precise measurements of GABA. In
conclusion, GABA in the human brain can be measured reliably and precisely using
an optimized triple-refocusing sequence at 3T. The method may provide an
effective tool for studying potential alterations in GABA levels in
neuro-psychiatric disorders.
Acknowledgements
This work was supported by NIH CA184584 and CPRIT
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