Albrecht Ingo Schmid1,2, Martin Meyerspeer1,2, Simon Daniel Robinson2,3, Martin Krssak2,3,4, Michael Wolzt5, Ewald Moser1,2, and Ladislav Valkovic2,3
1Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria, 2MR Centre of Excellence, Medical University of Vienna, Vienna, Austria, 3Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria, 4Department of Internal Medicine 3, Medical University of Vienna, Vienna, Austria, 5Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
Synopsis
MR spectroscopy provides
valuable information about tissue metabolism but suffers from slow
acquisition or poor spatial resolution and coverage. PCr and pH
kinetics are the two important quantities derived from 31P
MR data. MRI has been used to measure PCr in the past, but not pH.
Simultaneous fast 3-D gradient-echo images of PCr and Pi were acquired in healthy volunteers at 7T during exercise recovery. pH
was calculated from phase images.
Results of PCr and pH kinetics are comparable to MRS data. In
conclusion, 31P
MRI is an alternative to 31P
MRS for fast coverage of multiple ROIs and
low SAR.Purpose
31P MRS has been used to quantify energy metabolism by means of dynamics of tissue PCr and pH kinetics for at least 30 years.
A high spatial and
temporal resolution is desired to capture the dynamics of sever tissues1. CSI suffers from slow acquisition speed while
single voxel MRS is limited in tissue coverage. Therefore, 31P
MRI has been introduced to quantify PCr kinetics in exercise recovery2, but so far, pH values derived from MRI have not been
reported. We propose a multiply spectrally selective gradient-echo
MRI pulse sequence that is capable of measuring both PCr and Pi
with their respective chemical shifts.
Methods
Time-interleaved acquisition of spectrally selective k-space lines
was inserted in a low flip-angle 3-D gradient-echo pulse sequence (Figure
1). The phase difference Φ between the set of images is TE
times the chemical shift Ω (figure 2), Therefore, by acquiring N
sets of images at different resonance frequencies, N metabolite
images can be acquired quasi simultaneously (shifted by TR/N).
pH can be calculated from the chemical shift between PCr and Pi.
10 healthy volunteers (2m/8f) were studied using a Siemens 7 T
scanner and a Rest - Exercise – Recovery protocol. Within the
study, adaptations were made to increase the mechanical duty cycle
(exercise duration between 3 and 5 min)3 and speed up
measurements:
Subject 1-6: 16x16x6 2 ml voxels, acquisition time 5.8 s, 4.2 s
delay for 2 plantar flexions.
Subject 7-10: 16x16x4 3 ml voxels, acquisition time 3.8 s, 5.2 s
delay for 3 plantar flexions.
Acquisition parameters: $$$TR=60 ms$$$, 2
acquisitions at Ω=(0,4.8) ppm, TE=3.8 ms, RF
pulse: 5 ms/350 Hz. Short echo times are required for Pi
(T2* decay), therefore a relatively
high receiver bandwidth (280 Hz/px) was used.
ROI-based analysis of images corresponding to gastrocnemius
medialis, lateralis and soleus muscles was performed. Magnitude
images give bias in low SNR data (Figure 3), therefore real-value
absorption mode images were used for quantifying PCr kinetics. PCr
was integrated over the ROI and fitted mono-exponentially during
recovery. The chemical shift and hence pH was calculated from
temporally unwrapped phase of the ROI-integrated complex data.
Analysis was performed using in-house developed software using PDL
(http://pdl.perl.org) and Prima toolikt (http://www.prima.eu).
To validate the data, MRS data (single-voxel semi-LASER) was also
acquired in gastrocnemius medialis using the same exercise protocol
in the same scan session. Spectra were quantified using jMRUI/AMARES.
PCr recovery was fitted mono-exponentially.
Results are given as mean and standard deviation. Intra-subject
comparisons were done using a paired student's t-test.
Results
Both PCr and P
i gradient-echo images with high temporal
and spatial resolution were acquired. PCr was readily visible without
averaging in as little as 3.8 s, P
i has a low
concentration (and signal) at rest (Fig. 4b). It was only visible in
voxels of muscles involved in exercise (Figure 4d). PCr depletion was
higher in gastrocnemius (medialis: 43±13%, lateralis: 48±17 %) than
in soleus (20±11%). The recovery time τ
PCr could be
fitted when the depletion was higher than 20% (gastrocnemius 10
subjects; medialis 75.7±22.1 s, lateralis 93.1±40.8 s, soleus 6
subjects; 75.6±37.9 s). In accordance with prior experience and
spectroscopy data (Table 1), pH (Figure 4e) rose initially in all
muscles and subsequently declined more in stronger exercising
gastrocnemius (medialis 6.74±0.18, lateralis 6.65±6 0.27) than
in soleus (6.96±0.12) during exercise. When averaged over several images, even
resting pH can be calculated for a given ROI (Table 1).
Discussion and Conclusion
In this study, we present a frequency-selective fast 3-D
gradient-echo sequence for simultaneous acquisition of signals from
multiple metabolites. The phase images contain the spectral
information.
Signal dependent noise distribution in magnitude images might
introduce a systematic error and thus bias the quantification of PCr
towards lower depletions and longer recovery times. Therefore, real
part images, with symmetric and signal-independent noise
distribution, were used for quantification of PCr dynamics.
At the chosen echo-time, phase wraps do not occur over the
physiological pH range. Some bias from PDE or ATP signals could
introduce some error, negligible under most conditions. The
point-spread function of low resolution MRI is worse than the
semi-LASER voxel profile, probably explaining the discrepancy in PCr
depletion.
In conclusion, we report that the combined high temporal and
spatial resolution achieved with the designed 31P-MRI
sequence represents a valuable low-SAR alternative to MRS
for simultaneous PCr and Pi imaging during
exercise-recovery experiments. The simultaneous and rapid
measurements of both images enable the calculation of intracellular
pH during the dynamic experiments, and will potentially allow for the identifying localised injuries, myopathies or functional deficits in
peripheral arterial disease.
Acknowledgements
This work has been supported by the Austrian BMWFJ
FFG Project Nr 832107, "Research Studio for High Field MR Components".References
1 Fiedler GB et al. Localized semi-LASERdynamic 31P magnetic resonance spectroscopy of the soleus during afollowing exercise at 7T. MAGMA. 2015 Oct;28(5):493-501. doi: 10.1007/s10334-015-0484-5
2 Greenman RL et al. Fast imaging of phosphocreatine using a RARE pulse sequence. Magn Reson Med 1998;39:851–854.
3 Schmid AI et al. Dynamic PCr and pH Imaging of Human Calf Muscles During Exercise and Recovery Using 31P Gradient-Echo MRI at 7 Tesla. Magn Reson Med 2015. doi: 10.1002/mrm.25822