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Metabolite-Specific Echo Planar Imaging for Preclinical Studies with Hyperpolarized (13)C-Pyruvate MRI

Metabolite-specific echo-planar imaging (EPI) sequences with spectral–spatial (spsp) excitation are commonly used in clinical hyperpolarized [1-(13)C]pyruvate studies because of their speed, efficiency, and flexibility. In contrast, preclinical systems typically rely on slower spectroscopic methods,...

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Autores principales: Sahin, Sule I., Ji, Xiao, Agarwal, Shubhangi, Sinha, Avantika, Mali, Ivina, Gordon, Jeremy W., Mattingly, Mark, Subramaniam, Sukumar, Kurhanewicz, John, Larson, Peder E. Z., Sriram, Renuka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10143874/
https://www.ncbi.nlm.nih.gov/pubmed/37104130
http://dx.doi.org/10.3390/tomography9020059
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author Sahin, Sule I.
Ji, Xiao
Agarwal, Shubhangi
Sinha, Avantika
Mali, Ivina
Gordon, Jeremy W.
Mattingly, Mark
Subramaniam, Sukumar
Kurhanewicz, John
Larson, Peder E. Z.
Sriram, Renuka
author_facet Sahin, Sule I.
Ji, Xiao
Agarwal, Shubhangi
Sinha, Avantika
Mali, Ivina
Gordon, Jeremy W.
Mattingly, Mark
Subramaniam, Sukumar
Kurhanewicz, John
Larson, Peder E. Z.
Sriram, Renuka
author_sort Sahin, Sule I.
collection PubMed
description Metabolite-specific echo-planar imaging (EPI) sequences with spectral–spatial (spsp) excitation are commonly used in clinical hyperpolarized [1-(13)C]pyruvate studies because of their speed, efficiency, and flexibility. In contrast, preclinical systems typically rely on slower spectroscopic methods, such as chemical shift imaging (CSI). In this study, a 2D spspEPI sequence was developed for use on a preclinical 3T Bruker system and tested on in vivo mice experiments with patient-derived xenograft renal cell carcinoma (RCC) or prostate cancer tissues implanted in the kidney or liver. Compared to spspEPI sequences, CSI were found to have a broader point spread function via simulations and exhibited signal bleeding between vasculature and tumors in vivo. Parameters for the spspEPI sequence were optimized using simulations and verified with in vivo data. The expected lactate SNR and pharmacokinetic modeling accuracy increased with lower pyruvate flip angles (less than 15°), intermediate lactate flip angles (25° to 40°), and temporal resolution of 3 s. Overall SNR was also higher with coarser spatial resolution (4 mm isotropic vs. 2 mm isotropic). Pharmacokinetic modelling used to fit k(PL) maps showed results consistent with the previous literature and across different sequences and tumor xenografts. This work describes and justifies the pulse design and parameter choices for preclinical spspEPI hyperpolarized (13)C-pyruvate studies and shows superior image quality to CSI.
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spelling pubmed-101438742023-04-29 Metabolite-Specific Echo Planar Imaging for Preclinical Studies with Hyperpolarized (13)C-Pyruvate MRI Sahin, Sule I. Ji, Xiao Agarwal, Shubhangi Sinha, Avantika Mali, Ivina Gordon, Jeremy W. Mattingly, Mark Subramaniam, Sukumar Kurhanewicz, John Larson, Peder E. Z. Sriram, Renuka Tomography Article Metabolite-specific echo-planar imaging (EPI) sequences with spectral–spatial (spsp) excitation are commonly used in clinical hyperpolarized [1-(13)C]pyruvate studies because of their speed, efficiency, and flexibility. In contrast, preclinical systems typically rely on slower spectroscopic methods, such as chemical shift imaging (CSI). In this study, a 2D spspEPI sequence was developed for use on a preclinical 3T Bruker system and tested on in vivo mice experiments with patient-derived xenograft renal cell carcinoma (RCC) or prostate cancer tissues implanted in the kidney or liver. Compared to spspEPI sequences, CSI were found to have a broader point spread function via simulations and exhibited signal bleeding between vasculature and tumors in vivo. Parameters for the spspEPI sequence were optimized using simulations and verified with in vivo data. The expected lactate SNR and pharmacokinetic modeling accuracy increased with lower pyruvate flip angles (less than 15°), intermediate lactate flip angles (25° to 40°), and temporal resolution of 3 s. Overall SNR was also higher with coarser spatial resolution (4 mm isotropic vs. 2 mm isotropic). Pharmacokinetic modelling used to fit k(PL) maps showed results consistent with the previous literature and across different sequences and tumor xenografts. This work describes and justifies the pulse design and parameter choices for preclinical spspEPI hyperpolarized (13)C-pyruvate studies and shows superior image quality to CSI. MDPI 2023-03-27 /pmc/articles/PMC10143874/ /pubmed/37104130 http://dx.doi.org/10.3390/tomography9020059 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sahin, Sule I.
Ji, Xiao
Agarwal, Shubhangi
Sinha, Avantika
Mali, Ivina
Gordon, Jeremy W.
Mattingly, Mark
Subramaniam, Sukumar
Kurhanewicz, John
Larson, Peder E. Z.
Sriram, Renuka
Metabolite-Specific Echo Planar Imaging for Preclinical Studies with Hyperpolarized (13)C-Pyruvate MRI
title Metabolite-Specific Echo Planar Imaging for Preclinical Studies with Hyperpolarized (13)C-Pyruvate MRI
title_full Metabolite-Specific Echo Planar Imaging for Preclinical Studies with Hyperpolarized (13)C-Pyruvate MRI
title_fullStr Metabolite-Specific Echo Planar Imaging for Preclinical Studies with Hyperpolarized (13)C-Pyruvate MRI
title_full_unstemmed Metabolite-Specific Echo Planar Imaging for Preclinical Studies with Hyperpolarized (13)C-Pyruvate MRI
title_short Metabolite-Specific Echo Planar Imaging for Preclinical Studies with Hyperpolarized (13)C-Pyruvate MRI
title_sort metabolite-specific echo planar imaging for preclinical studies with hyperpolarized (13)c-pyruvate mri
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10143874/
https://www.ncbi.nlm.nih.gov/pubmed/37104130
http://dx.doi.org/10.3390/tomography9020059
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