Synopsis
Metabolic regulation is disrupted in many diseases. As a result, the
levels of lactate present in the body are often affected and implicated in
disease progression and clinical outcome. To better understand lactate
metabolism, an imaging technique with high sensitivity and
spatial resolution is required. In this study, a chemical exchange saturation
transfer (CEST) magnetic resonance imaging method, based on the exchange
between lactate hydroxyl proton and bulk water protons was used to image
lactate. As proof-of-principle, LATEST was implemented in vivo in exercising
human skeletal muscle to image the increased lactate that results from intense
exercise. Introduction
The
ability to measure lactate in vivo is
valuable in the study of many pathologies where metabolic regulation is
compromised, including cancer, cardiac failure, diabetes, and other metabolic
disorders. Traditional magnetic resonance spectroscopy (
1H and
13C
MRS)
1 of lactate is limited in
vivo by spectral overlap with lipids or inadequate sensitivity and/or poor
spatial resolution. Fast kinetics (<1min) of
lactate metabolism can be studied with high sensitivity using dynamic
nuclear polarization (DNP)
2 but requires
special polarizing equipment and complex modeling for data analysis. In this
study, we used
chemical
exchange
saturation
transfer (CEST)
3 to
exploit the exchange of –OH protons on lactate with bulk water (
LATEST). This
method was validated in vivo with a
human exercise study where an increase in lactate CEST was measured after
intense exercise. With CEST, lactate can be imaged with high sensitivity and
spatial resolution, and is not limited by time constraints of hyperpolarized
imaging.
Methods
All human studies were
approved by the Institutional Review Board protocol of the University of
Pennsylvania. Informed consent was obtained from all subjects prior to imaging. Human skeletal muscle studies were performed on a whole-body 7T
whole-body MRI scanner (Siemens, Erlangen, Germany) with a 28-channel QED knee
RF coil. LATEST imaging was performed on the right calf muscle of 5
healthy male subjects (ages 21-35). CEST images and WASSR
4 B
0 and B
1 field maps
were acquired while the subjects rested. CEST
images were collected using a saturation pulse consisting of a 3s long
saturation pulse train of 30 100ms long Hanning windowed saturation pulses (B
1rms
= 0.73μT). Imaging parameters: slice thickness =10mm, SHOT TR=6s, GRETR=6.1 ms,
TE=2.9ms, FOV = 140x140 mm
2, matrix size 128x128. CEST images were
acquired from 0 - ±0.8 ppm, in steps of 0.1ppm. After baseline image
acquisition, subjects were instructed to perform plantar flexion exercise
in-magnet with an MR-compatible, pneumatically-controlled foot pedal, until
exhaustion. Immediately following exercise, CEST images were acquired with a
time resolution of 1.8 minutes. B
1 and WASSR maps were acquired
again after post-exercise CEST images. Lactate-edited
spectroscopy was also performed the right calf muscle of three healthy male
subjects (ages 24-65). In order to select a voxel in the desired muscle region,
an inversion spectroscopy (ISIS) localization
5 was implemented
before a selective multiple quantum coherence (MCQ) editing sequence
6.
For all three subjects, a voxel of 30x80x40mm was placed over the calf muscle
including the gastrocnemius muscles and a portion of the soleus muscle. Spectra
were first acquired for 96s while the subject rested. The same exercise paradigm
was repeated as described above. After exercise, spectra were acquired for a
total of 20 minutes. For quantification, water spectra and lactate spectra were
acquired from the same voxel. Spectroscopy parameters: TR=3s, TE=165.6ms, dummy
scans=4, water averages=8, lactate edited spectra averages=8*n, n=2 for
pre-exercise, n=50 for post-exercise.
Results and Discussion
During
resting state imaging, minimal LATEST signal was observed in human skeletal
muscle (
Figure 1a-b). After intense
anaerobic exercise, when glycolysis leads to production of lactate, an increase of ~8% CESTasym was measured in the
gastrocnemius muscle (
Figure 1c). After ~18 minutes minimal LATEST signal is detected as the lactate recovers to baseline (
Figure 1d). Immediately after exercise, lactate
asymmetry peaked at ~0.4ppm downfield from bulk water, with a B
1rms
of 0.73uT and a saturation duration of 3s as shown in the medial gastrocnemius
(
Figure 2). Recovery of lactate levels to baseline over ~18 minutes (
Figure 3)
from 5 subjects’ medial gastrocnemius muscle corresponds with recovery measured
by lactate-edited spectroscopy (
Figure 4).
Correlation between spectroscopy-derived lactate and CEST-derived lactate
concentration (Figure 5) gives a slope of ~0.56% per mM of
lactate from spectroscopy. These results are consistent with reported lactate
concentration increase measured in muscle biopsy after intense exercise
7.
We have demonstrated that LATEST can be used to measure
in vivo, dynamic changes in lactate with
high sensitivity and spatial resolution. Lactate levels are often increased as
a result of metabolic impairment. This technique can be applied to monitor
therapeutic response in a wide range of disorders where lactate metabolism is
implicated, including genetic diseases with inborn errors of metabolism, and
cancer.
Acknowledgements
This work was supported by NIH P41 grant EB015893References
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