TY - JOUR
T1 - Whole-Abdomen Metabolic Imaging of Healthy Volunteers Using Hyperpolarized [1-13C]pyruvate MRI
AU - Lee, Philip M.
AU - Chen, Hsin Yu
AU - Gordon, Jeremy W.
AU - Wang, Zhen J.
AU - Bok, Robert
AU - Hashoian, Ralph
AU - Kim, Yaewon
AU - Liu, Xiaoxi
AU - Nickles, Tanner
AU - Cheung, Kiersten
AU - Alas, Francesca De Las
AU - Daniel, Heather
AU - Larson, Peder E.Z.
AU - von Morze, Cornelius
AU - Vigneron, Daniel B.
AU - Ohliger, Michael A.
N1 - Publisher Copyright:
© 2022 International Society for Magnetic Resonance in Medicine.
PY - 2022/12
Y1 - 2022/12
N2 - Background: Hyperpolarized 13C MRI quantitatively measures enzyme-catalyzed metabolism in cancer and metabolic diseases. Whole-abdomen imaging will permit dynamic metabolic imaging of several abdominal organs simultaneously in healthy and diseased subjects. Purpose: Image hyperpolarized [1-13C]pyruvate and products in the abdomens of healthy volunteers, overcoming challenges of motion, magnetic field variations, and spatial coverage. Compare hyperpolarized [1-13C]pyruvate metabolism across abdominal organs of healthy volunteers. Study Type: Prospective technical development. Subjects: A total of 13 healthy volunteers (8 male), 21–64 years (median 36). Field Strength/Sequence: A 3 T. Proton: T1-weighted spoiled gradient echo, T2-weighted single-shot fast spin echo, multiecho fat/water imaging. Carbon-13: echo-planar spectroscopic imaging, metabolite-specific echo-planar imaging. Assessment: Transmit magnetic field was measured. Variations in main magnetic field (ΔB0) determined using multiecho proton acquisitions were compared to carbon-13 acquisitions. Changes in ΔB0 were measured after localized shimming. Improvements in metabolite signal-to-noise ratio were calculated. Whole-organ regions of interests were drawn over the liver, spleen, pancreas, and kidneys by a single investigator. Metabolite signals, time-to-peak, decay times, and mean first-order rate constants for pyruvate-to-lactate (kPL) and alanine (kPA) conversion were measured in each organ. Statistical Tests: Linear regression, one-sample Kolmogorov–Smirnov tests, paired t-tests, one-way ANOVA, Tukey's multiple comparisons tests. P ≤ 0.05 considered statistically significant. Results: Proton ΔB0 maps correlated with carbon-13 ΔB0 maps (slope = 0.93, y-intercept = −2.88, R2 = 0.73). Localized shimming resulted in mean frequency offset within ±25 Hz for all organs. Metabolite SNR significantly increased after denoising. Mean kPL and kPA were highest in liver, followed by pancreas, spleen, and kidneys (all comparisons with liver were significant). Data Conclusion: Whole-abdomen coverage with hyperpolarized carbon-13 MRI was feasible despite technical challenges. Multiecho gradient echo 1H acquisitions accurately predicted chemical shifts observed using carbon-13 spectroscopy. Carbon-13 acquisitions benefited from local shimming. Metabolite energetics in the abdomen compiled for healthy volunteers can be used to design larger clinical trials in patients with metabolic diseases. Evidence Level: 2. Technical Efficacy: Stage 1.
AB - Background: Hyperpolarized 13C MRI quantitatively measures enzyme-catalyzed metabolism in cancer and metabolic diseases. Whole-abdomen imaging will permit dynamic metabolic imaging of several abdominal organs simultaneously in healthy and diseased subjects. Purpose: Image hyperpolarized [1-13C]pyruvate and products in the abdomens of healthy volunteers, overcoming challenges of motion, magnetic field variations, and spatial coverage. Compare hyperpolarized [1-13C]pyruvate metabolism across abdominal organs of healthy volunteers. Study Type: Prospective technical development. Subjects: A total of 13 healthy volunteers (8 male), 21–64 years (median 36). Field Strength/Sequence: A 3 T. Proton: T1-weighted spoiled gradient echo, T2-weighted single-shot fast spin echo, multiecho fat/water imaging. Carbon-13: echo-planar spectroscopic imaging, metabolite-specific echo-planar imaging. Assessment: Transmit magnetic field was measured. Variations in main magnetic field (ΔB0) determined using multiecho proton acquisitions were compared to carbon-13 acquisitions. Changes in ΔB0 were measured after localized shimming. Improvements in metabolite signal-to-noise ratio were calculated. Whole-organ regions of interests were drawn over the liver, spleen, pancreas, and kidneys by a single investigator. Metabolite signals, time-to-peak, decay times, and mean first-order rate constants for pyruvate-to-lactate (kPL) and alanine (kPA) conversion were measured in each organ. Statistical Tests: Linear regression, one-sample Kolmogorov–Smirnov tests, paired t-tests, one-way ANOVA, Tukey's multiple comparisons tests. P ≤ 0.05 considered statistically significant. Results: Proton ΔB0 maps correlated with carbon-13 ΔB0 maps (slope = 0.93, y-intercept = −2.88, R2 = 0.73). Localized shimming resulted in mean frequency offset within ±25 Hz for all organs. Metabolite SNR significantly increased after denoising. Mean kPL and kPA were highest in liver, followed by pancreas, spleen, and kidneys (all comparisons with liver were significant). Data Conclusion: Whole-abdomen coverage with hyperpolarized carbon-13 MRI was feasible despite technical challenges. Multiecho gradient echo 1H acquisitions accurately predicted chemical shifts observed using carbon-13 spectroscopy. Carbon-13 acquisitions benefited from local shimming. Metabolite energetics in the abdomen compiled for healthy volunteers can be used to design larger clinical trials in patients with metabolic diseases. Evidence Level: 2. Technical Efficacy: Stage 1.
KW - [1-C]pyruvate
KW - abdomen
KW - hyperpolarized MR
KW - liver
KW - metabolic imaging
UR - http://www.scopus.com/inward/record.url?scp=85128172933&partnerID=8YFLogxK
U2 - 10.1002/jmri.28196
DO - 10.1002/jmri.28196
M3 - Article
C2 - 35420227
AN - SCOPUS:85128172933
SN - 1053-1807
VL - 56
SP - 1792
EP - 1806
JO - Journal of Magnetic Resonance Imaging
JF - Journal of Magnetic Resonance Imaging
IS - 6
ER -