Junjie Ma1, Crystal E. Harrison1, James Ratnakar1, Galen D. Reed2, Rolf F. Schulte3, Vlad G. Zaha1,4, Craig R. Malloy1,4,5, and Jae Mo Park1,5,6
1Advanced Imaging Research Center, UT SOUTHWESTERN MEDICAL CENTER, Dallas, TX, United States, 2GE Healthcare, Dallas, TX, United States, 3GE Healthcare, Munich, Germany, 4Internal Medicine, UT Southwestern Medical Center, Dallas, TX, United States, 5Radiology, UT Southwestern Medical Center, Dallas, TX, United States, 6Electrical and Computer Engineering, UT Dallas, Richardson, TX, United States
Synopsis
Multi-echo 13C spiral imaging sequence combined
with a spectral-spatial radiofrequency pulse can measure T2* of 13C-labeled
metabolite signals in vivo. In this study, we measured T2*s
of hyperpolarized [1-13C]pyruvate and products in human heart,
brain, kidney and spleen.
Background
Hyperpolarized (HP) [1-13C]pyruvate imaging is
rapidly being translated to humans. Detection of metabolic products such as [1-13C]lactate,
[13C]bicarbonate and [1-13C]alanine from HP pyruvate
provides direct access to metabolic conditions in organs of interest.1–3
Although the T2s of 13C-labeled pyruvate and the products
are reportedly long,4,5
the in vivo T2*s, which are critical for gradient-recalled
echo (GRE)-based data acquisitions, are yet poorly understood. Previously, we implemented
a metabolite-selective multi-echo spiral imaging (MESI) sequence
for measuring T2*s of in vivo HP signals in rats.6 In this
study, we compared T2*s of HP [1-13C]pyruvate, [1-13C]lactate,
[1-13C]alanine, and [13C]bicarbonate in human heart,
brain, kidney, and spleen of healthy subjects. Methods
The MESI acquisition consists of
a spectral-spatial RF pulse and subsequent multiple short spiral readouts. In
this study, 4 healthy subjects were recruited and imaged by the MESI for HP [1-13C]pyruvate
imaging of heart (female, 38 y.o.), brain (female, 19 y.o.), kidney (male, 33
y.o.) and spleen (female, 57 y.o.), respectively. All the data were acquired using
a 3T 750w wide-bore MR scanner and a SPINlab polarizer (GE Healthcare,
Waukesha, WI USA). For heart, kidney and spleen imaging, a two-loop 13C
transmit-receive Helmholtz coil was used (diameter
= 20 cm; PulseTeq Limited, Chobham, Surrey,
UK). Brain imaging was conducted with a 13C/1H dual-frequency
birdcage RF coil (Clinical MR Solutions, Brookfield, WI USA).7
GMP-grade [1-13C]pyruvic acid (Sigma Aldrich, St. Louis, MO USA) was
prepared in clinical fluid paths (0.40 mL/kg body weight of 250-mM HP [1-13C]pyruvate
solution). After 3 – 4 hrs of polarization, the dissolved HP [1-13C]pyruvate
solution was validated by the QC and administered intravenously to subjects
(injection rate = 5 mL/s), followed by a 25-mL saline flush. Multi-echo images were acquired using the MESI sequence in the
order of [13C]bicarbonate, [1-13C]lactate, [1-13C]pyruvate
and [1-13C]alanine (kidney only) at each timepoint. Field-of-view
(FOV), nominal spatial resolution and #echoes were prescribed differently for
each organ: FOV = 40 cm × 40 cm (heart, kidney and spleen) and 24 cm
× 24 cm (brain), spatial resolution = 1.6 cm × 1.6 cm (heart),
1.0 cm × 1.0 cm (kidney and spleen) and 1.5 cm × 1.5 cm (brain),
# echoes = 6 (heart), 3 (kidney and spleen) and 8 (brain). For all organs,
slice thickness was set to 30 mm and flip angles were 90° for products and 10° for pyruvate. For brain, kidney and spleen, 16
timepoints were acquired with temporal resolution of 5 s with 15 s of delay
between the start of HP injection and the start of data acquisition. For
cardiac imaging, the subject was instructed to hold their breath in expiration
for ~20 s, followed by a shallow breathing to minimize the respiratory motion,
and the images were acquired with ECG gating. T2*s of HP metabolites
from each timepoint were calculated by fitting the decay rate of the spatially-averaged
signal within structurally identified tissue compartments (heart: left
ventricle (LV), right ventricle (RV) and myocardium (Myo); brain: grey matter
(GM), white matter (WM) and cerebrospinal fluid (CSF); kidney: left kidney and
right kidney) along the echo times as mono-exponential functions using MATLAB,
and at least the first 3 echoes were used for the fitting depending on the signal
to noise ratios (SNRs).Results and Discussion
Fig. 1 shows the T2*
measurement of HP 13C-labeled metabolites for human heart in a
short-axis ventricle view. The multi-echo images of each metabolite were fitted
along echo times mono-exponentially in LV, RV and Myo to measure the T2*s.
Similarly, the results from T2* measurement of the in vivo HP
13C-labeled metabolites in brain, kidney and spleen are shown in Fig.
2, Fig. 3 and Fig. 4, respectively. Time-averaged T2*s
of HP metabolites for each organ are
summarized in Table 1. For all of the 13C-labeled
metabolites, T2*s measured from different timepoint for each organ were
consistent along time (coefficients of variation < 0.20). [1-13C]Pyruvate
exhibited the longest T2* in all these organs, ranging from 36.3 ms
to 142.6 ms. The T2* of in vivo [1-13C]lactate also
varied in different organs from 27.5 ms to 56.7 ms. Due to the low SNR, the T2*s
of HP [13C]bicarbonate could be measured only from Myo (60.8±3.9 ms)
in heart and WM (46.5 ms) in brain, and T2* of [1-13C]alanine
was measured only in the left kidney (51.6 ms). The largely varying T2*s
of HP 13C-metabolites in different organs/compartments are likely due to various
contributing factors such as off-resonance effects and blood flow. In future studies, more subjects will be
recruited to investigate the in vivo T2*s of HP 13C-labeled
metabolites in each organ, with acquisition of additional information such as B0
map and perfusion. Conclusion
In summary, we
measured the in vivo T2*s of HP [13C]bicarbonate, [1-13C]lactate,
[1-13C]pyruvate and [1-13C]alanine from human heart,
brain, kidney, and spleen. The T2*s of 13C-labeled
signals will provide insights of in vivo pyruvate metabolism and play
critical roles in designing k-space readout trajectories and quantifying the HP
metabolites.Acknowledgements
Personnel
Support: We appreciate the clinical research team and the supporting staffs of the
Advanced Imaging Research Center at UT Southwestern – Jeff Liticker, PharmD,
Ronald G. Hall, PharmD, Jaffar Raza, PharmD, Jeannie Baxter, RN, Kelley Derner,
RN, Salvador Pena, Corey Mozingo, Maida Tai, and Richard Martin.
Funding: The
Texas Institute for Brain Injury and Repair; National Institutes of Health of
the United States (R01 NS107409, P41 EB015908); The Welch Foundation
(I-2009-20190330); UT Dallas Collaborative Biomedical Research Award (UTD
1907789); The Cancer Prevention and Research Institute of Texas (RP180404).
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