1
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Fukazawa J, Mochizuki Y, Kanai S, Miura N, Negoro M, Kagawa A. Real-Time Monitoring of Hydrolysis Reactions of Pyrophosphates with Dissolution Dynamic Nuclear Polarization. J Phys Chem Lett 2024; 15:7288-7294. [PMID: 38980118 DOI: 10.1021/acs.jpclett.4c01456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Dissolution dynamic nuclear polarization (d-DNP) has enabled applications such as the real-time monitoring of chemical reactions. Such applications are mainly for 13C and 15N spins with long spin-lattice relaxation times in the molecules of interest. However, the only applications for phosphorus using d-DNP are pH imaging and nucleation during crystallization due to the short relaxation times. Here we show that it is possible to observe enzyme reactions using d-DNP with phosphorus. Hyperpolarized 31P spins in pyrophosphate were obtained using bullet-DNP, which requires less dilution of highly polarized solid samples. Real-time monitoring of the hydrolysis reaction of pyrophosphate by inorganic pyrophosphatase from baker's yeast at physiological pH and was successfully achieved and the reaction rate was determined. This is an important reaction for a wide range of applications related to medicine, agriculture, and quantum life science.
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Affiliation(s)
- Jun Fukazawa
- Center for Quantum Information and Quantum Biology, Osaka University, Toyonaka, Osaka 560-0043, Japan
| | - Yuuki Mochizuki
- Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka 560-8531, Japan
| | - Sakyo Kanai
- Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka 560-8531, Japan
| | - Natsuko Miura
- Department of Applied Biological Chemistry, Graduate School of Agriculture, Osaka Metropolitan University, Sakai, Osaka 599-8231, Japan
| | - Makoto Negoro
- Center for Quantum Information and Quantum Biology, Osaka University, Toyonaka, Osaka 560-0043, Japan
- Institute for Quantum Life Science (iQLS), National Institutes for Quantum and Radiological Science and Technology (QST), Chiba 263-8555, Japan
- Premium Research Institute for Human Metaverse Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Akinori Kagawa
- Center for Quantum Information and Quantum Biology, Osaka University, Toyonaka, Osaka 560-0043, Japan
- Premium Research Institute for Human Metaverse Medicine, Osaka University, Suita, Osaka 565-0871, Japan
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2
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Bütikofer M, Stadler GR, Kadavath H, Cadalbert R, Torres F, Riek R. Rapid Protein-Ligand Affinity Determination by Photoinduced Hyperpolarized NMR. J Am Chem Soc 2024; 146:17974-17985. [PMID: 38957136 PMCID: PMC11228983 DOI: 10.1021/jacs.4c04000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/04/2024]
Abstract
The binding affinity determination of protein-ligand complexes is a cornerstone of drug design. State-of-the-art techniques are limited by lengthy and expensive processes. Building upon our recently introduced novel screening method utilizing photochemically induced dynamic nuclear polarization (photo-CIDNP) NMR, we provide the methodological framework to determine binding affinities within 5-15 min using 0.1 mg of protein. The accuracy of our method is demonstrated for the affinity constants of peptides binding to a PDZ domain and fragment ligands binding to the protein PIN1. The method can also be extended to measure the affinity of nonphoto-CIDNP-polarizable ligands in competition binding experiments. Finally, we demonstrate a strong correlation between the ligand-reduced signals in photo-CIDNP-based NMR fragment screening and the well-established saturation transfer difference (STD) NMR. Thus, our methodology measures protein-ligand affinities in the micro- to millimolar range in only a few minutes and informs on the binding epitope in a single-scan experiment, opening new avenues for early stage drug discovery approaches.
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Affiliation(s)
- Matthias Bütikofer
- Institute for Molecular Physical Science, Vladimir Prelog Weg 2, 8093 Zürich, Switzerland
| | - Gabriela R Stadler
- Institute for Molecular Physical Science, Vladimir Prelog Weg 2, 8093 Zürich, Switzerland
| | - Harindranath Kadavath
- Institute for Molecular Physical Science, Vladimir Prelog Weg 2, 8093 Zürich, Switzerland
| | - Riccardo Cadalbert
- Institute for Molecular Physical Science, Vladimir Prelog Weg 2, 8093 Zürich, Switzerland
| | - Felix Torres
- Institute for Molecular Physical Science, Vladimir Prelog Weg 2, 8093 Zürich, Switzerland
- NexMR AG, Wiesenstrasse 10A, 8952 Schlieren, Switzerland
| | - Roland Riek
- Institute for Molecular Physical Science, Vladimir Prelog Weg 2, 8093 Zürich, Switzerland
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3
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Karamanos TK, Matthews S. Biomolecular NMR in the AI-assisted structural biology era: Old tricks and new opportunities. BIOCHIMICA ET BIOPHYSICA ACTA. PROTEINS AND PROTEOMICS 2024; 1872:140949. [PMID: 37572958 DOI: 10.1016/j.bbapap.2023.140949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 08/07/2023] [Accepted: 08/09/2023] [Indexed: 08/14/2023]
Abstract
Over the last 40 years nuclear magnetic resonance (NMR) spectroscopy has established itself as one of the most versatile techniques for the characterization of biomolecules, especially proteins. Given the molecular size limitations of NMR together with recent advances in cryo-electron microscopy and artificial intelligence-assisted protein structure prediction, the bright future of NMR in structural biology has been put into question. In this mini review we argue the contrary. We discuss the unique opportunities solution NMR offers to the protein chemist that distinguish it from all other experimental or computational methods, and how it can benefit from machine learning.
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Affiliation(s)
| | - Stephen Matthews
- Department of Life Sciences, Faculty of Natural Sciences, Imperial College London.
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4
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Sugiki T, Ito A, Hatanaka Y, Tsukamoto M, Murata T, Miyanishi K, Kagawa A, Fujiwara T, Kitagawa M, Morita Y, Negoro M. Real-time monitoring of enzyme-catalyzed phosphoribosylation of anti-influenza prodrug favipiravir by time-lapse nuclear magnetic resonance spectroscopy. NMR IN BIOMEDICINE 2023; 36:e4888. [PMID: 36468685 DOI: 10.1002/nbm.4888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 12/01/2022] [Accepted: 12/02/2022] [Indexed: 06/17/2023]
Abstract
Favipiravir (brand name Avigan), a widely known anti-influenza prodrug, is metabolized by endogenous enzymes of host cells to generate the active form, which exerts inhibition of viral RNA-dependent RNA polymerase activity; first, favipiravir is converted to its phosphoribosylated form, favipiravir-ribofuranosyl-5'-monophosphate (favipiravir-RMP), by hypoxanthine-guanine phosphoribosyltransferase (HGPRT). Because this phosphoribosylation reaction is the rate-determining step in the generation of the active metabolite, quantitative and real-time monitoring of the HGPRT-catalyzed reaction is essential to understanding the pharmacokinetics of favipiravir. However, assay methods enabling such monitoring have not been established. 19 F- or 31 P-based nuclear magnetic resonance (NMR) are powerful techniques for observation of intermolecular interactions, chemical reactions, and metabolism of molecules of interest, given that NMR signals of the heteronuclei sensitively reflect changes in the chemical environment of these moieties. Here, we demonstrated direct, sensitive, target-selective, nondestructive, and real-time observation of HGPRT-catalyzed conversion of favipiravir to favipiravir-RMP by performing time-lapse 19 F-NMR monitoring of the fluorine atom of favipiravir. In addition, we showed that 31 P-NMR can be used for real-time observation of the identical reaction by monitoring phosphorus atoms of the phosphoribosyl group of favipiravir-RMP and of the pyrophosphate product of that reaction. Furthermore, we demonstrated that NMR approaches permit the determination of general parameters of enzymatic activity such as Vmax and Km . This method not only can be widely employed in enzyme assays, but also may be of use in the screening and development of new favipiravir-analog antiviral prodrugs that can be phosphoribosylated more efficiently by HGPRT, which would increase the intracellular concentration of the drug's active form. The techniques demonstrated in this study would allow more detailed investigation of the pharmacokinetics of fluorinated drugs, and might significantly contribute to opening new avenues for widespread pharmaceutical studies.
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Affiliation(s)
| | - Akihiro Ito
- Analytical Instrument Facility, Graduate School of Science, Osaka University, Toyonaka, Osaka, Japan
| | - Yuko Hatanaka
- Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka, Japan
- Center for Quantum Information and Quantum Biology (QIQB), Osaka University, Toyonaka, Osaka, Japan
| | - Masaki Tsukamoto
- Graduate School of Informatics, Nagoya University, Nagoya, Aichi, Japan
| | - Tsuyoshi Murata
- Faculty of Engineering, Aichi Institute of Technology, Yakusa, Toyota, Aichi, Japan
| | - Koichiro Miyanishi
- Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka, Japan
- Center for Quantum Information and Quantum Biology (QIQB), Osaka University, Toyonaka, Osaka, Japan
| | - Akinori Kagawa
- Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka, Japan
- Center for Quantum Information and Quantum Biology (QIQB), Osaka University, Toyonaka, Osaka, Japan
| | - Toshimichi Fujiwara
- Institute for Protein Research, Osaka University, Osaka, Japan
- Center for Quantum Information and Quantum Biology (QIQB), Osaka University, Toyonaka, Osaka, Japan
| | - Masahiro Kitagawa
- Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka, Japan
- Center for Quantum Information and Quantum Biology (QIQB), Osaka University, Toyonaka, Osaka, Japan
| | - Yasushi Morita
- Faculty of Engineering, Aichi Institute of Technology, Yakusa, Toyota, Aichi, Japan
| | - Makoto Negoro
- Center for Quantum Information and Quantum Biology (QIQB), Osaka University, Toyonaka, Osaka, Japan
- Institute for Quantum Life Science, National Institute for Quantum and Radiological Science and Technology, Chiba, Japan
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5
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Plata M, Sharma M, Utz M, Werner JM. Fully Automated Characterization of Protein-Peptide Binding by Microfluidic 2D NMR. J Am Chem Soc 2023; 145:3204-3210. [PMID: 36716203 PMCID: PMC9912330 DOI: 10.1021/jacs.2c13052] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
We demonstrate an automated microfluidic nuclear magnetic resonance (NMR) system that quantitatively characterizes protein-ligand interactions without user intervention and with minimal sample needs through protein-detected heteronuclear 2D NMR spectroscopy. Quantitation of protein-ligand interactions is of fundamental importance to the understanding of signaling and other life processes. As is well-known, NMR provides rich information both on the thermodynamics of binding and on the binding site. However, the required titrations are laborious and tend to require large amounts of sample, which are not always available. The present work shows how the analytical power of NMR detection can be brought in line with the trend of miniaturization and automation in life science workflows.
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Affiliation(s)
- Marek Plata
- School
of Chemistry, University of Southampton, SouthamptonSO17 1BJ, United Kingdom
| | - Manvendra Sharma
- School
of Chemistry, University of Southampton, SouthamptonSO17 1BJ, United Kingdom
| | - Marcel Utz
- School
of Chemistry, University of Southampton, SouthamptonSO17 1BJ, United Kingdom,Email
for M.U.:
| | - Jörn M. Werner
- School
for Biological Sciences, University of Southampton, B85 Life Science Building, University
Rd, SouthamptonSO17 1BJ, United Kingdom,Email for J.M.W.:
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6
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Miyanishi K, Mizukami W, Motoyama M, Ichijo N, Kagawa A, Negoro M, Kitagawa M. Prediction of 1H Singlet Relaxation via Intermolecular Dipolar Couplings Using the Molecular Dynamics Method. J Phys Chem B 2022; 126:3530-3538. [PMID: 35538043 DOI: 10.1021/acs.jpcb.1c10799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Dissolution dynamic nuclear polarization has been applied in various fields, including chemistry, biology, and medical science. To expand the scope of these applications, the nuclear singlet state, which is decoherence-free against dipolar relaxation between spin pairs, has been studied experimentally, theoretically, and numerically. The singlet state composed of proton spins is used in several applications, such as enhanced polarization preservation, molecular tagging to probe slow dynamic processes, and detection of ligand-protein complexes. In this study, we predict the lifetimes of the nuclear spin states composed of proton spin pairs using the molecular dynamics method and quantum chemistry simulations. We consider intramolecular dipolar, intermolecular dipolar between solvent and solute, chemical shift anisotropy, and spin-rotation interactions. In particular, the relaxation rate of intermolecular dipolar interactions is calculated using the molecular dynamics method for various solvents. The calculated values and the experimental values are of the same order of magnitude. Our program would provide insight into the molecular design of several NMR applications and would be helpful in predicting the nuclear spin relaxation time of synthetic molecules in advance.
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Affiliation(s)
- K Miyanishi
- Division of Advanced Electronics and Optical Science, Department of Systems Innovation, Graduate School of Engineering Science, Osaka University, 1-3 Machikaneyama, Toyonaka, Osaka 560-8531, Japan.,Center for Quantum Information and Quantum Biology, Osaka University, 1-2 Machikaneyama, Toyonaka, Osaka 560-8531, Japan
| | - W Mizukami
- Center for Quantum Information and Quantum Biology, Osaka University, 1-2 Machikaneyama, Toyonaka, Osaka 560-8531, Japan.,JST, PRESTO, Kawaguchi, Saitama 332-0012, Japan
| | - M Motoyama
- Division of Advanced Electronics and Optical Science, Department of Systems Innovation, Graduate School of Engineering Science, Osaka University, 1-3 Machikaneyama, Toyonaka, Osaka 560-8531, Japan
| | - N Ichijo
- Division of Advanced Electronics and Optical Science, Department of Systems Innovation, Graduate School of Engineering Science, Osaka University, 1-3 Machikaneyama, Toyonaka, Osaka 560-8531, Japan
| | - A Kagawa
- Division of Advanced Electronics and Optical Science, Department of Systems Innovation, Graduate School of Engineering Science, Osaka University, 1-3 Machikaneyama, Toyonaka, Osaka 560-8531, Japan.,Center for Quantum Information and Quantum Biology, Osaka University, 1-2 Machikaneyama, Toyonaka, Osaka 560-8531, Japan.,JST, PRESTO, Kawaguchi, Saitama 332-0012, Japan
| | - M Negoro
- Center for Quantum Information and Quantum Biology, Osaka University, 1-2 Machikaneyama, Toyonaka, Osaka 560-8531, Japan.,Institute for Quantum Life Science, National Institutes for Quantum and Radiological Science and Technology, 4-9-1, Anagawa, Inage-Ku, Chiba 263-8555, Japan
| | - M Kitagawa
- Division of Advanced Electronics and Optical Science, Department of Systems Innovation, Graduate School of Engineering Science, Osaka University, 1-3 Machikaneyama, Toyonaka, Osaka 560-8531, Japan.,Center for Quantum Information and Quantum Biology, Osaka University, 1-2 Machikaneyama, Toyonaka, Osaka 560-8531, Japan
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7
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SreedharanNair S, Unni KK, Sasidharanpillai S, Kumar S, Aravindakumar CT, Aravind UK. Bio-physical and Computational Studies on Serum Albumin / Target Protein Binding of a Potential Anti-Cancer Agent. Eur J Pharm Sci 2022; 172:106141. [PMID: 35143979 DOI: 10.1016/j.ejps.2022.106141] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 02/06/2022] [Accepted: 02/06/2022] [Indexed: 11/03/2022]
Abstract
The successful evolution of an effective drug depends on its pharmacokinetics, efficiency and safety and these in turn depend on the drug-target/drug-carrier protein binding. This work, deals with the interaction of a pyridine derivative, 2-hydroxy-5-(4-methoxyphenyl)-6-phenylpyridine 3-carbonitrile (HDN) with serum albumins at physiological conditions utilizing the steady state and time-resolved fluorescence techniques by probing the emission behavior of Trp in BSA and HSA. In-silico studies revealed a combined static and dynamic quenching mechanism for the interactions. The binding studies suggests a spontaneous binding between HDN and the albumins with a moderate binding affinity (Kb ∼ 10-5 M-1) with a single class of binding site. The FRET mediated emission from HDN indicates preferential binding of HDN in subdomain IIA of the albumins with Trp residue in close proximity. Circular dichroism results indicate HDN induced conformational changes for BSA and HSA, but the α-helical secondary structure was well preserved even up to a concentration of 10 µM HDN. Moderate binding affinity of HDN with BSA and HSA and the unaltered secondary structure of proteins on binding propose the potential application of HDN as an efficient drug. The application of docking method on the affinity of HDN towards the proposed target/receptor is discussed.
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Affiliation(s)
- Sreedhanya SreedharanNair
- Inter University Instrumentation Centre, Mahatma Gandhi University, Kottayam 686560, India; N. S. S. College, Pandalam, Pathanamthitta, 689501, India
| | | | | | - Satheesh Kumar
- Government Medical College Kottayam, Arpookara, Kottayam, 686008, Kerala, India
| | | | - Usha K Aravind
- School of Environmental Studies, Cochin University of Science and Technology, Kerala, 686 560, India.
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8
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Blanchard JW, Ripka B, Suslick BA, Gelevski D, Wu T, Münnemann K, Barskiy DA, Budker D. Towards large-scale steady-state enhanced nuclear magnetization with in situ detection. MAGNETIC RESONANCE IN CHEMISTRY : MRC 2021; 59:1208-1215. [PMID: 33826170 DOI: 10.1002/mrc.5161] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 03/31/2021] [Accepted: 04/02/2021] [Indexed: 06/12/2023]
Abstract
Signal amplification by reversible exchange (SABRE) boosts NMR signals of various nuclei enabling new applications spanning from magnetic resonance imaging to analytical chemistry and fundamental physics. SABRE is especially well positioned for continuous generation of enhanced magnetization on a large scale; however, several challenges need to be addressed for accomplishing this goal. Specifically, SABRE requires (i) a specialized catalyst capable of reversible H2 activation and (ii) physical transfer of the sample from the point of magnetization generation to the point of detection (e.g., a high-field or a benchtop nuclear magnetic resonance [NMR] spectrometer). Moreover, (iii) continuous parahydrogen bubbling accelerates solvent (e.g., methanol) evaporation, thereby limiting the experimental window to tens of minutes per sample. In this work, we demonstrate a strategy to rapidly generate the best-to-date precatalyst (a compound that is chemically modified in the course of the reaction to yield the catalyst) for SABRE, [Ir(IMes)(COD)Cl] (IMes = 1,3-bis-[2,4,6-trimethylphenyl]-imidazol-2-ylidene; COD = cyclooctadiene) via a highly accessible synthesis. Second, we measure hyperpolarized samples using a home-built zero-field NMR spectrometer and study the field dependence of hyperpolarization directly in the detection apparatus, eliminating the need to physically move the sample during the experiment. Finally, we prolong the measurement time and reduce evaporation by presaturating parahydrogen with the solvent vapor before bubbling into the sample. These advancements extend opportunities for exploring SABRE hyperpolarization by researchers from various fields and pave the way to producing large quantities of hyperpolarized material for long-lasting detection of SABRE-derived nuclear magnetization.
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Affiliation(s)
- John W Blanchard
- Helmholtz Institute Mainz, GSI Helmholtz Center for Heavy Ion Research GmbH, Mainz, Germany
- NVision Imaging Technologies GmbH, Ulm, Germany
| | - Barbara Ripka
- Max Planck Institute for Polymer Research, Mainz, Germany
| | - Benjamin A Suslick
- Department of Chemistry, University of California, Berkeley, California, USA
- Department of Chemistry and Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Dario Gelevski
- Department of Chemistry, University of California, Berkeley, California, USA
| | - Teng Wu
- Helmholtz Institute Mainz, GSI Helmholtz Center for Heavy Ion Research GmbH, Mainz, Germany
- Institute of Physics, Johannes Gutenberg University of Mainz, Mainz, Germany
| | - Kerstin Münnemann
- Max Planck Institute for Polymer Research, Mainz, Germany
- Department of Mechanical Engineering and Process Engineering, Technical University of Kaiserslautern, Kaiserslautern, Germany
| | - Danila A Barskiy
- Helmholtz Institute Mainz, GSI Helmholtz Center for Heavy Ion Research GmbH, Mainz, Germany
- Institute of Physics, Johannes Gutenberg University of Mainz, Mainz, Germany
| | - Dmitry Budker
- Helmholtz Institute Mainz, GSI Helmholtz Center for Heavy Ion Research GmbH, Mainz, Germany
- Institute of Physics, Johannes Gutenberg University of Mainz, Mainz, Germany
- Department of Physics, University of California, Berkeley, California, USA
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9
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Elliott SJ, Stern Q, Ceillier M, El Daraï T, Cousin SF, Cala O, Jannin S. Practical dissolution dynamic nuclear polarization. PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY 2021; 126-127:59-100. [PMID: 34852925 DOI: 10.1016/j.pnmrs.2021.04.002] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 04/09/2021] [Indexed: 06/13/2023]
Abstract
This review article intends to provide insightful advice for dissolution-dynamic nuclear polarization in the form of a practical handbook. The goal is to aid research groups to effectively perform such experiments in their own laboratories. Previous review articles on this subject have covered a large number of useful topics including instrumentation, experimentation, theory, etc. The topics to be addressed here will include tips for sample preparation and for checking sample health; a checklist to correctly diagnose system faults and perform general maintenance; the necessary mechanical requirements regarding sample dissolution; and aids for accurate, fast and reliable polarization quantification. Herein, the challenges and limitations of each stage of a typical dissolution-dynamic nuclear polarization experiment are presented, with the focus being on how to quickly and simply overcome some of the limitations often encountered in the laboratory.
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Affiliation(s)
- Stuart J Elliott
- Centre de Résonance Magnétique Nucléaire à Très Hauts Champs - UMR 5082 Université de Lyon, CNRS, Université Claude Bernard Lyon 1, ENS de Lyon, 5 Rue de la Doua, 69100 Villeurbanne, France
| | - Quentin Stern
- Centre de Résonance Magnétique Nucléaire à Très Hauts Champs - UMR 5082 Université de Lyon, CNRS, Université Claude Bernard Lyon 1, ENS de Lyon, 5 Rue de la Doua, 69100 Villeurbanne, France
| | - Morgan Ceillier
- Centre de Résonance Magnétique Nucléaire à Très Hauts Champs - UMR 5082 Université de Lyon, CNRS, Université Claude Bernard Lyon 1, ENS de Lyon, 5 Rue de la Doua, 69100 Villeurbanne, France
| | - Théo El Daraï
- Centre de Résonance Magnétique Nucléaire à Très Hauts Champs - UMR 5082 Université de Lyon, CNRS, Université Claude Bernard Lyon 1, ENS de Lyon, 5 Rue de la Doua, 69100 Villeurbanne, France
| | - Samuel F Cousin
- Centre de Résonance Magnétique Nucléaire à Très Hauts Champs - UMR 5082 Université de Lyon, CNRS, Université Claude Bernard Lyon 1, ENS de Lyon, 5 Rue de la Doua, 69100 Villeurbanne, France
| | - Olivier Cala
- Centre de Résonance Magnétique Nucléaire à Très Hauts Champs - UMR 5082 Université de Lyon, CNRS, Université Claude Bernard Lyon 1, ENS de Lyon, 5 Rue de la Doua, 69100 Villeurbanne, France
| | - Sami Jannin
- Centre de Résonance Magnétique Nucléaire à Très Hauts Champs - UMR 5082 Université de Lyon, CNRS, Université Claude Bernard Lyon 1, ENS de Lyon, 5 Rue de la Doua, 69100 Villeurbanne, France.
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