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Shinozaki A, Sanchez-Heredia JD, Andersen MP, Redda M, Dang DA, Hansen ESS, Schulte RF, Laustsen C, Tyler DJ, Grist JT. Enabling SENSE accelerated 2D CSI for hyperpolarized carbon-13 imaging. Sci Rep 2024; 14:20591. [PMID: 39231982 PMCID: PMC11375102 DOI: 10.1038/s41598-024-70892-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 08/22/2024] [Indexed: 09/06/2024] Open
Abstract
As hyperpolarized (HP) carbon-13 (13C) metabolic imaging is clinically translated, there is a need for easy-to-implement, fast, and robust imaging techniques. However, achieving high temporal resolution without decreasing spatial and/or spectral resolution, whilst maintaining the usability of the imaging sequence is challenging. Therefore, this study looked to accelerate HP 13C MRI by combining a well-established and robust sequence called two-dimensional Chemical Shift Imaging (2D CSI) with prospective under sampling and SENSitivity Encoding (SENSE) reconstruction. Due to the low natural abundance of 13C, the sensitivity maps cannot be pre-acquired for the reconstruction. As such, the implementation of sodium (23Na) sensitivity maps for SENSE reconstructed 13C CSI was demonstrated in a phantom and in vivo in the pig kidney. Results showed that SENSE reconstruction using 23Na sensitivity maps corrected aliased images with a four-fold acceleration. With high temporal resolution, the kidney spectra produced a detailed metabolic arrival and decay curve, useful for further metabolite kinetic modelling or denoising. Metabolic ratio maps were produced in three pigs demonstrating the technique's ability for repeat metabolic measurements. In cases with unknown metabolite spectra or limited HP MRI specialist knowledge, this robust acceleration method ensures comprehensive capture of metabolic signals, mitigating the risk of missing spectral data.
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Affiliation(s)
- Ayaka Shinozaki
- Oxford Centre for Clinical Magnetic Resonance Research, University of Oxford, Oxford, UK
- Department of Physiology, Anatomy, and Genetics, University of Oxford, Oxford, UK
| | | | | | - Mohsen Redda
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Duy A Dang
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Esben S S Hansen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | | | | | - Damian J Tyler
- Oxford Centre for Clinical Magnetic Resonance Research, University of Oxford, Oxford, UK
- Department of Physiology, Anatomy, and Genetics, University of Oxford, Oxford, UK
| | - James T Grist
- Oxford Centre for Clinical Magnetic Resonance Research, University of Oxford, Oxford, UK.
- Department of Physiology, Anatomy, and Genetics, University of Oxford, Oxford, UK.
- Department of Radiology, Oxford University Hospitals, Oxford, UK.
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Ding Y, Stevanato G, von Bonin F, Kube D, Glöggler S. Real-time cell metabolism assessed repeatedly on the same cells via para-hydrogen induced polarization. Chem Sci 2023; 14:7642-7647. [PMID: 37476713 PMCID: PMC10355108 DOI: 10.1039/d3sc01350b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 06/20/2023] [Indexed: 07/22/2023] Open
Abstract
Signal-enhanced or hyperpolarized nuclear magnetic resonance (NMR) spectroscopy stands out as a unique tool to monitor real-time enzymatic reactions in living cells. The singlet state of para-hydrogen is thereby one source of spin order that can be converted into largely enhanced signals of e.g. metabolites. Here, we have investigated a parahydrogen-induced polarization (PHIP) approach as a biological assay for in vitro cellular metabolic characterization. Here, we demonstrate the possibility to perform consecutive measurements yielding metabolic information on the same sample. We observed a strongly reduced pyruvate-to-lactate conversion rate (flux) of a Hodgkin's lymphoma cancer cell line L1236 treated with FK866, an inhibitor of nicotinamide phosphoribosyltransferase (NAMPT) affecting the amount of NAD+ and thus NADH in cells. In the consecutive measurement the flux was recovered by NADH to the same amount as in the single-measurement-per-sample and provides a promising new analytical tool for continuous real-time studies combinable with bioreactors and lab-on-a-chip devices in the future.
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Affiliation(s)
- Yonghong Ding
- Group of NMR Signal Enhancement Max Planck Institute for Multidisciplinary Sciences Am Fassberg 11 37077 Göttingen Germany
- Center for Biostructural Imaging of Neurodegeneration University Medical Center Göttingen Von-Siebold-Str. 3A 37075 Göttingen Germany
| | - Gabriele Stevanato
- Group of NMR Signal Enhancement Max Planck Institute for Multidisciplinary Sciences Am Fassberg 11 37077 Göttingen Germany
- Center for Biostructural Imaging of Neurodegeneration University Medical Center Göttingen Von-Siebold-Str. 3A 37075 Göttingen Germany
| | - Frederike von Bonin
- Clinic for Hematology and Medical Oncology University Medical Center Göttingen Robert-Koch-Str. 40 37075 Göttingen Germany
| | - Dieter Kube
- Clinic for Hematology and Medical Oncology University Medical Center Göttingen Robert-Koch-Str. 40 37075 Göttingen Germany
| | - Stefan Glöggler
- Group of NMR Signal Enhancement Max Planck Institute for Multidisciplinary Sciences Am Fassberg 11 37077 Göttingen Germany
- Center for Biostructural Imaging of Neurodegeneration University Medical Center Göttingen Von-Siebold-Str. 3A 37075 Göttingen Germany
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Kondo Y, Saito Y, Elhelaly AE, Hyodo F, Nishihara T, Itoda M, Nonaka H, Matsuo M, Sando S. Evaluation of enzymatic and magnetic properties of γ-glutamyl-[1- 13C]glycine and its deuteration toward longer retention of the hyperpolarized state. RSC Adv 2021; 11:37011-37018. [PMID: 35496407 PMCID: PMC9043577 DOI: 10.1039/d1ra07343e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Accepted: 11/11/2021] [Indexed: 11/21/2022] Open
Abstract
Dynamic nuclear polarization (DNP) is an emerging cutting-edge method of acquiring metabolic and physiological information in vivo. We recently developed γ-glutamyl-[1-13C]glycine (γ-Glu-[1-13C]Gly) as a DNP nuclear magnetic resonance (NMR) molecular probe to detect γ-glutamyl transpeptidase (GGT) activity in vivo. However, the detailed enzymatic and magnetic properties of this probe remain unknown. Here, we evaluate a γ-Glu-Gly scaffold and develop a deuterated probe, γ-Glu-[1-13C]Gly-d 2, that can realize a longer lifetime of the hyperpolarized signal. We initially evaluated the GGT-mediated enzymatic conversion of γ-Glu-Gly and the magnetic properties of 13C-enriched γ-Glu-Gly (γ-Glu-[1-13C]Gly and γ-[5-13C]Glu-Gly) to support the validity of γ-Glu-[1-13C]Gly as a DNP NMR molecular probe for GGT. We then examined the spin-lattice relaxation time (T 1) of γ-Glu-[1-13C]Gly and γ-Glu-[1-13C]Gly-d 2 under various conditions (D2O, PBS, and serum) and confirmed that the T 1 of γ-Glu-[1-13C]Gly and γ-Glu-[1-13C]Gly-d 2 was maintained for 30 s (9.4 T) and 41 s (9.4 T), respectively, even in serum. Relaxation analysis of γ-Glu-[1-13C]Gly revealed a significant contribution of the dipole-dipole interaction and the chemical shift anisotropy relaxation pathway (71% of the total relaxation rate at 9.4 T), indicating the potential of deuteration and the use of a lower magnetic field for realizing a longer T 1. In fact, by using γ-Glu-[1-13C]Gly-d 2 as a DNP probe, we achieved longer retention of the hyperpolarized signal at 1.4 T.
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Affiliation(s)
- Yohei Kondo
- Department of Chemistry and Biotechnology, Graduate School of Engineering, The University of Tokyo 7-3-1 Hongo, Bunkyo-ku Tokyo 113-8656 Japan
| | - Yutaro Saito
- Department of Chemistry and Biotechnology, Graduate School of Engineering, The University of Tokyo 7-3-1 Hongo, Bunkyo-ku Tokyo 113-8656 Japan
| | - Abdelazim Elsayed Elhelaly
- Department of Radiology, Frontier Science for Imaging, School of Medicine, Gifu University 1-1 Yanagido Gifu 501-1194 Japan
| | - Fuminori Hyodo
- Department of Radiology, Frontier Science for Imaging, School of Medicine, Gifu University 1-1 Yanagido Gifu 501-1194 Japan
| | - Tatsuya Nishihara
- Department of Chemistry and Biotechnology, Graduate School of Engineering, The University of Tokyo 7-3-1 Hongo, Bunkyo-ku Tokyo 113-8656 Japan
| | - Marino Itoda
- Department of Chemistry and Biotechnology, Graduate School of Engineering, The University of Tokyo 7-3-1 Hongo, Bunkyo-ku Tokyo 113-8656 Japan
| | - Hiroshi Nonaka
- Department of Chemistry and Biotechnology, Graduate School of Engineering, The University of Tokyo 7-3-1 Hongo, Bunkyo-ku Tokyo 113-8656 Japan
| | - Masayuki Matsuo
- Department of Radiology, School of Medicine, Gifu University 1-1 Yanagido Gifu 501-1194 Japan
| | - Shinsuke Sando
- Department of Chemistry and Biotechnology, Graduate School of Engineering, The University of Tokyo 7-3-1 Hongo, Bunkyo-ku Tokyo 113-8656 Japan
- Department of Bioengineering, Graduate School of Engineering, The University of Tokyo 7-3-1 Hongo, Bunkyo-ku Tokyo 113-8656 Japan
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