Bertrand Pouymayou1, Tania Buehler1, Roland Kreis1, and Chris Boesch1
1Depts. Radiology and Clinical Research, University of Bern, Bern, Switzerland
Synopsis
31P-MR spectroscopy inversion
transfer (IT) is increasingly investigated as a complementary method to
study ATP-synthesis and creatine kinase in vivo. Three aspects of the IT
experiment are studied here, in a test-retest design (12 volunteers,
resting vastus muscle): the ability to produce an efficient half band
inversion in vivo with a short asymmetric adiabatic pulse, the
repeatability of the kinetic parameters
estimation at 3T and the impact of two different fitting
strategies (individual spectrum vs. two-dimensional fitting). As a result,
k[Pi>γ-ATP] can be reliably estimated within cohorts while
k[PCr>γ-ATP] is accurate enough to be distinguished between individuals.Purpose
31P-MR spectroscopy allows monitoring exchange rates (k) between ATP
and inorganic phosphate (Pi, ATP-synthesis in mitochondria and glycolysis) and
phosphocreatine (PCr, creatine kinase reaction) in vivo. In parallel to saturation transfer (ST) methods, inversion
transfer (IT) is increasingly investigated as a complementary method, e.g. as comprehensive (Magnetization Transfer MT and nuclear Overhauser enhancement
NOE) analysis of multi-site reactions at 7T1. While ST using long saturation
pulses has proven to be robust, the use of short pulses in IT has some
advantages which should be evaluated, e.g. reduced influence from small metabolite
pools, easier implementation of short pulses on clinical MR scanners, and
the opportunity to observe multiple paths simultaneously. A recent study2 showed that the inversion should be as short as possible to allow better observation of the early MT phase and thus to determine the time development of the involved resonances more accurately using an appropriate fitting strategy. Therefore, three aspects of the IT experiment were studied:
-The ability to produce an efficient half-band
inversion in vivo with a short asymmetric adiabatic pulse3.
-The reproducibility of the kinetic parameters
estimation at 3T with a multi-sites formalism1.
-The impact of two different fitting
strategies4,5.
Methods
A 3T MR system (VERIO,
SIEMENS) with a
1H/
31P flexible surface coil (RAPID) was
used for a test-retest design (12 examinations of right vastus muscle in
healthy volunteers at rest (6m/6f, age=35±13, BMI=24±3), 14 recovery times, 8
averages, TR=20s). The pulse sequence consisted of an asymmetric adiabatic pulse
(22ms)
3 prior to an adiabatic excitation pulse (2.56ms). Two fitting strategies were applied to the spectra. The first approach
fits each spectrum independently with AMARES (jMRUI
4) and uses soft
constraints (line width and chemical shift) to allow maximum flexibility. The second uses FiTAID
5 which takes advantage of the two-dimensional character of the IT experiment. In this approach the peak positions are optimized over the full experiment while line-widths can be tuned on individual spectra. To judge the benefit of
simultaneous fitting of all spectra in FiTAID, the Cramer-Rao Minimum Variance
Bounds (CRMVB) with and without simultaneous fitting were evaluated and
compared to the variances found in the repeated exams. Once the magnetization was estimated, MT was quantified in MATLAB using a matrix
calculation based on the Bloch-McConell-Salomon equation
1. ANOVA tests were
performed in SPSS (IBM, Version 22).
Results
Fig.1 illustrates the time evolution and typical SNR of the acquired
spectra. Fig.2 illustrates one dataset
(fitted by jMRUI) and the MATLAB fit of the IT effect. The time courses of the 5 fitted resonances
(Pi, PCr, γ-ATP, α-ATP, β-ATP) are evaluated simultaneously by the Bloch-McConell-Salomon equations, leading to the
parameter estimation as listed in Table 1 (assuming steady state connecting forward
and reverse k's as well as NOE's). The hypothesis-driven ANOVA tests for the
exchange rates show a significantly different k[PCr>γ-ATP] between subjects which is not the case for k[Pi>γ-ATP]. In turn, the fitting strategy has no
influence on k[PCr>γ-ATP] while k[Pi>γ-ATP] is different between jMRUI and FiTAID. Surprisingly, the retest
session shows significantly different k[Pi>γ-ATP] as compared to the immediately preceding test session. Regarding the CRMVB values, the uncertainty for the Pi area was
found to be ~40% higher if individual spectra were fitted compared to the two-dimensional alternative. The coefficient of variation for the repeated exams (4.1%)
was very similar to the CV expected based on CRMVB (3.6%).
Discussion
According to both spectral fitting strategies, the applied pulse preserves the Pi and PCr peaks (>90% of initial magnetization) and efficiently inverts the ATP side (>75%). The fact that inter-individual differences in k[PCr>γ-ATP] can be observed indicates that the measurement is robust and it can be expected that the methodological error is small compared to expected effect sizes in physiological studies. In addition, the average value is in agreement with literature (summary in 2). In turn, k[Pi>γ-ATP] don't show significant differences between subjects which can be explained by the low SNR of the Pi peak. This is also supported by the CRMVB analysis. Nonetheless the cohort values for both k's (FiTAID and JMRUI) are in good agreement with literature
2.
Conclusions
-The proposed sequence performs an efficient
and short enough inversion that allows extended chemical exchange rate quantification in
vivo at 3T.
-The k[PCr>γ-ATP] exchange rate estimation is
robust enough to distinguish even between individuals while k[Pi>γ-ATP] gives a reliable cohort
value.
-Both fitting strategies
show similar results but the two-dimensional strategy using FiTAID leads to
more stable results.
Acknowledgements
This research was supported by the Swiss
National Science Foundation #310030-149779 and #320030-156952.References
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