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Petit M, Leclercq M, Pierre S, Ruggiero MR, El Atifi M, Boutonnat J, Fries PH, Berger F, Lahrech H. Fast-field-cycling NMR at very low magnetic fields: water molecular dynamic biomarkers of glioma cell invasion and migration. NMR IN BIOMEDICINE 2022; 35:e4677. [PMID: 34961995 DOI: 10.1002/nbm.4677] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 12/11/2021] [Accepted: 12/15/2021] [Indexed: 06/14/2023]
Abstract
Our objective was to study NMR relaxometry of glioma invasion/migration at very low field (<2 mT) by fast-field-cycling NMR (FFC-NMR) and to decipher the pathophysiological processes of glioma that are responsible for relaxation changes in order to open a new diagnostic method that can be extended to imaging. The phenotypes of two new glioma mouse models, Glio6 and Glio96, were characterized by T2w -MRI, HE histology, Ki-67 immunohistochemistry (IHC) and CXCR4 RT-qPCR, and were compared with the U87 model. R1 dispersions of glioma tissues were acquired at low field (0.1 mT-0.8 T) ex vivo and were fitted with Lorentzian and power-law models to extract FFC biomarkers related to the molecular dynamics of water. In order to decipher relaxation changes, three main invasion/migration pathophysiological processes were studied: hypoxia, H2 O2 function and the water-channel aquaporin-4 (AQP4). Glio6 and Glio96 were characterized with invasion/migration phenotype and U87 with high cell proliferation as a solid glioma. At very low field, invasion/migration versus proliferation was characterized by a decrease in the relaxation-rate constant (ΔR1 ≈ -32% at 0.1 mT) and correlation time (≈-40%). These decreases corroborated the AQP4-IHC overexpression (Glio6/Glio96: +92%/+46%), suggesting rapid transcytolemmal water exchange, which was confirmed by the intracellular water-lifetime τIN decrease (ΔτIN ≈ -30%). In functional experiments, AQP4 expression, τIN and the relaxation-rate constant at very low field were all found to be sensitive to hypoxia and to H2 O2 stimuli. At very low field the role of water exchanges in relaxation modulation was confirmed, and for the first time it was linked to the glioma invasion/migration and to its main pathophysiological processes: hypoxia, H2 O2 redox signaling and AQP4 expression. The method appears appropriate to evaluate the effect of drugs that can target these pathophysiological mechanisms. Finally, FFC-NMR operating at low field is demonstrated to be sensitive to invasion glioma phenotype and can be straightforwardly extended to FFC-MRI as a new cancer invasion imaging method in the clinic.
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Affiliation(s)
- Manuel Petit
- BrainTech Lab INSERM U1205, Grenoble, France
- Grenoble Alpes University, France
| | - Maxime Leclercq
- BrainTech Lab INSERM U1205, Grenoble, France
- Grenoble Alpes University, France
| | - Sandra Pierre
- BrainTech Lab INSERM U1205, Grenoble, France
- Grenoble Alpes University, France
| | | | - Michèle El Atifi
- BrainTech Lab INSERM U1205, Grenoble, France
- Grenoble Alpes University, France
- Grenoble Hospital University (CHU), France
| | - Jean Boutonnat
- Grenoble Alpes University, France
- Grenoble Hospital University (CHU), France
| | | | - François Berger
- BrainTech Lab INSERM U1205, Grenoble, France
- Grenoble Alpes University, France
- Grenoble Hospital University (CHU), France
| | - Hana Lahrech
- BrainTech Lab INSERM U1205, Grenoble, France
- Grenoble Alpes University, France
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Bitonto V, Ruggiero MR, Pittaro A, Castellano I, Bussone R, Broche LM, Lurie DJ, Aime S, Baroni S, Geninatti Crich S. Low-Field NMR Relaxometry for Intraoperative Tumour Margin Assessment in Breast-Conserving Surgery. Cancers (Basel) 2021; 13:cancers13164141. [PMID: 34439294 PMCID: PMC8392401 DOI: 10.3390/cancers13164141] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 08/13/2021] [Accepted: 08/14/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Breast cancer is the most diagnosed cancer for women, and clear surgical margins in breast-conserving surgery (BCS) are essential for preventing recurrence. In this study, the potential of fast field-cycling 1H-NMR relaxometry as a new tool for intraoperative margin assessment was evaluated. The technique allows the determination of the tissue proton relaxation rates as a function of the applied magnetic field on small tissue samples excised from surgical specimens, at the margins of tumour resection, prior to histopathological analysis. It was found that a good accuracy in margin assessment, i.e., a sensitivity of 92% and a specificity of 85%, can be achieved. The discriminating ability shown by the relaxometric assay relies mainly on the difference of fat/water content between healthy and tumour cells. The information obtained has the potential to support the surgeon in real-time margin assessment during BCS. Abstract As conserving surgery is routinely applied for the treatment of early-stage breast cancer, the need for new technology to improve intraoperative margin assessment has become increasingly important. In this study, the potential of fast field-cycling 1H-NMR relaxometry as a new diagnostic tool was evaluated. The technique allows the determination of the tissue proton relaxation rates (R1), as a function of the applied magnetic field, which are affected by the changes in the composition of the mammary gland tissue occurring during the development of neoplasia. The study involved 104 small tissue samples obtained from surgical specimens destined for histopathology. It was found that a good accuracy in margin assessment, i.e., a sensitivity of 92% and a specificity of 85%, can be achieved by using two quantifiers, namely (i) the slope of the line joining the R1 values measured at 0.02 and 1 MHz and (ii) the sum of the R1 values measured at 0.39 and 1 MHz. The method is fast, and it does not rely on the expertise of a pathologist or cytologist. The obtained results suggest that a simplified, low-cost, automated instrument might compete well with the currently available tools in margin assessment.
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Affiliation(s)
- Valeria Bitonto
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (V.B.); (M.R.R.); (S.A.); (S.G.C.)
| | - Maria Rosaria Ruggiero
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (V.B.); (M.R.R.); (S.A.); (S.G.C.)
| | - Alessandra Pittaro
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Torino, Italy; (A.P.); (I.C.)
| | - Isabella Castellano
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Torino, Italy; (A.P.); (I.C.)
| | | | - Lionel M. Broche
- Aberdeen Biomedical Imaging Centre, University of Aberdeen, Foresterhill, Aberdeen AB25 2ZD, UK; (L.M.B.); (D.J.L.)
| | - David J. Lurie
- Aberdeen Biomedical Imaging Centre, University of Aberdeen, Foresterhill, Aberdeen AB25 2ZD, UK; (L.M.B.); (D.J.L.)
| | - Silvio Aime
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (V.B.); (M.R.R.); (S.A.); (S.G.C.)
- IRCCS SDN, Via E. Gianturco 113, 80143 Napoli, Italy
| | - Simona Baroni
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (V.B.); (M.R.R.); (S.A.); (S.G.C.)
- Correspondence:
| | - Simonetta Geninatti Crich
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (V.B.); (M.R.R.); (S.A.); (S.G.C.)
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Di Gregorio E, Bitonto V, Baroni S, Stefania R, Aime S, Broche LM, Senn N, Ross PJ, Lurie DJ, Geninatti Crich S. Monitoring tissue implants by field-cycling 1H-MRI via the detection of changes in the 14N-quadrupolar-peak from imidazole moieties incorporated in a "smart" scaffold material. J Mater Chem B 2021; 9:4863-4872. [PMID: 34095943 DOI: 10.1039/d1tb00775k] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
This study is focused on the development of innovative sensors to non-invasively monitor the tissue implant status by Fast-Field-Cycling Magnetic Resonance Imaging (FFC-MRI). These sensors are based on oligo-histidine moieties that are conjugated to PLGA polymers representing the structural matrix for cells hosting scaffolds. The presence of 14N atoms of histidine causes a quadrupolar relaxation enhancement (also called Quadrupolar Peak, QP) at 1.39 MHz. This QP falls at a frequency well distinct from the QPs generated by endogenous semisolid proteins. The relaxation enhancement is pH dependent in the range 6.5-7.5, thus it acts as a reporter of the scaffold integrity as it progressively degrades upon lowering the microenvironmental pH. The ability of this new sensors to generate contrast in an image obtained at 1.39 MHz on a FFC-MRI scanner is assessed. A good biocompatibility of the histidine-containing scaffolds is observed after its surgical implantation in healthy mice. Over time the scaffold is colonized by endogenous fibroblasts and this process is accompanied by a progressive decrease of the intensity of the relaxation peak. In respect to the clinically used contrast agents this material has the advantage of generating contrast without the use of potentially toxic paramagnetic metal ions.
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Affiliation(s)
- Enza Di Gregorio
- Department of Molecular Biotechnology and Health Sciences, University of Torino, via Nizza 52, Torino, Italy.
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Bödenler M, Maier O, Stollberger R, Broche LM, Ross PJ, MacLeod M, Scharfetter H. Joint multi-field T 1 quantification for fast field-cycling MRI. Magn Reson Med 2021; 86:2049-2063. [PMID: 34110028 PMCID: PMC8362152 DOI: 10.1002/mrm.28857] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 04/23/2021] [Accepted: 05/06/2021] [Indexed: 12/13/2022]
Abstract
Purpose Recent developments in hardware design enable the use of fast field‐cycling (FFC) techniques in MRI to exploit the different relaxation rates at very low field strength, achieving novel contrast. The method opens new avenues for in vivo characterizations of pathologies but at the expense of longer acquisition times. To mitigate this, we propose a model‐based reconstruction method that fully exploits the high information redundancy offered by FFC methods. Methods The proposed model‐based approach uses joint spatial information from all fields by means of a Frobenius ‐ total generalized variation regularization. The algorithm was tested on brain stroke images, both simulated and acquired from FFC patients scans using an FFC spin echo sequences. The results are compared to three non‐linear least squares fits with progressively increasing complexity. Results The proposed method shows excellent abilities to remove noise while maintaining sharp image features with large signal‐to‐noise ratio gains at low‐field images, clearly outperforming the reference approach. Especially patient data show huge improvements in visual appearance over all fields. Conclusion The proposed reconstruction technique largely improves FFC image quality, further pushing this new technology toward clinical standards.
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Affiliation(s)
- Markus Bödenler
- Institute of Medical EngineeringGraz University of TechnologyGrazAustria
- Institute of eHealthUniversity of Applied Sciences FH JOANNEUMGrazAustria
| | - Oliver Maier
- Institute of Medical EngineeringGraz University of TechnologyGrazAustria
| | - Rudolf Stollberger
- Institute of Medical EngineeringGraz University of TechnologyGrazAustria
- BioTechMed‐GrazGrazAustria
| | - Lionel M. Broche
- Aberdeen Biomedical Imaging CentreUniversity of AberdeenForesterhill, AberdeenUK
| | - P. James Ross
- Aberdeen Biomedical Imaging CentreUniversity of AberdeenForesterhill, AberdeenUK
| | - Mary‐Joan MacLeod
- Institute of Medical SciencesUniversity of AberdeenForesterhill, AberdeenUK
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Lo Meo P, Mundo F, Terranova S, Conte P, Chillura Martino D. Water Dynamics at the Solid-Liquid Interface to Unveil the Textural Features of Synthetic Nanosponges. J Phys Chem B 2020; 124:1847-1857. [PMID: 32069049 PMCID: PMC7997571 DOI: 10.1021/acs.jpcb.9b11935] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
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A fast-field-cycling
NMR investigation was carried out on a set
of polyurethane cyclodextrin nanosponges, in order to gain information
on their textural properties, which have been proven to be quite difficult
to assess by means of ordinary porosimetric techniques. Experiments
were performed on both dry and wet samples, in order to evaluate the
behavior of the “nonexchangeable” C-bound 1H nuclei, as well as the one of the mobile protons belonging to the
skeletal hydroxyl groups and the water molecules. The results acquired
for the wet samples accounted for the molecular mobility of water
molecules within the channels of the nanosponge network, leading back
to the possible pore size distribution. Owing to the intrinsic difficulties
involved in a quantitative assessment of the textural properties,
in the present study we alternatively propose an extension to nanosponges
of the concept of “connectivity”, which has been already
employed to discuss the properties of soils.
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Affiliation(s)
- Paolo Lo Meo
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, V.le delle Scienze ed. 17, 90128 Palermo, Italy
| | - Federico Mundo
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, V.le delle Scienze ed. 17, 90128 Palermo, Italy
| | - Samuele Terranova
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, V.le delle Scienze ed. 17, 90128 Palermo, Italy
| | - Pellegrino Conte
- Department of Agricultural, Food and Forest Sciences (SAAF), University of Palermo, V.le delle Scienze ed. 4, 90128 Palermo, Italy
| | - Delia Chillura Martino
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, V.le delle Scienze ed. 17, 90128 Palermo, Italy
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