1
|
Mallikourti V, Ross PJ, Maier O, Hanna K, Husain E, Davies GR, Lurie DJ, Lip G, Lahrech H, Masannat Y, Broche LM. Field cycling imaging to characterise breast cancer at low and ultra-low magnetic fields below 0.2 T. COMMUNICATIONS MEDICINE 2024; 4:221. [PMID: 39478081 PMCID: PMC11526037 DOI: 10.1038/s43856-024-00644-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 10/14/2024] [Indexed: 11/02/2024] Open
Abstract
BACKGROUND This prospective feasibility study explores Field-Cycling Imaging (FCI), a new MRI technology that measures the longitudinal relaxation time across a range of low magnetic field strengths, providing additional information about the molecular properties of tissues. This study aims to assess the performance of FCI and investigate new quantitative biomarkers at low fields within the context of breast cancer. METHODS We conducted a study involving 9 people living with breast cancer (10 tumours in total, mean age, 54 ± 10 years). FCI images were obtained at four magnetic field strengths (2.3 mT to 200 mT). FCI images were processed to generate T1 maps and 1/T1 dispersion profiles from regions of tumour, normal adipose tissue, and glandular tissue. The dispersion profiles were subsequently fitted using a power law model. Statistical analysis focused on comparing potential FCI biomarkers using a Mann-Whitney U or Wilcoxon signed rank test. RESULTS We show that low magnetic fields clearly differentiate tumours from adipose and glandular tissues without contrast agents, particularly at 22 mT (1/T1, median [IQR]: 6.8 [3.9-7.8] s-1 vs 9.1 [8.9-10.2] s-1 vs 8.1 [6.2-9.2] s-1, P < 0.01), where the tumour-to-background contrast ratio was highest (62%). Additionally, 1/T1 dispersion indicated a potential to discriminate invasive from non-invasive cancers (median [IQR]: 0.05 [0.03-0.09] vs 0.19 [0.09-0.26], P = 0.038). CONCLUSIONS To the best of our knowledge, we described the first application of in vivo FCI in breast cancer, demonstrating relevant biomarkers that could complement diagnosis of current imaging modalities, non-invasively and without contrast agents.
Collapse
Affiliation(s)
| | - P James Ross
- Aberdeen Biomedical Imaging Centre, University of Aberdeen, Aberdeen, UK
| | - Oliver Maier
- Institute of Biomedical Imaging, Graz University of Technology, Graz, Austria
| | - Katie Hanna
- Institute of Medical Sciences, University of Aberdeen, Aberdeen, UK
| | - Ehab Husain
- Breast Unit, Aberdeen Royal Infirmary, Aberdeen, UK
| | - Gareth R Davies
- Aberdeen Biomedical Imaging Centre, University of Aberdeen, Aberdeen, UK
| | - David J Lurie
- Aberdeen Biomedical Imaging Centre, University of Aberdeen, Aberdeen, UK
| | - Gerald Lip
- Breast Unit, Aberdeen Royal Infirmary, Aberdeen, UK
| | - Hana Lahrech
- University Grenoble Alpes, Inserm U1205, BrainTech Lab, Grenoble, France
| | - Yazan Masannat
- Breast Unit, Aberdeen Royal Infirmary, Aberdeen, UK
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
| | - Lionel M Broche
- Aberdeen Biomedical Imaging Centre, University of Aberdeen, Aberdeen, UK.
| |
Collapse
|
2
|
Kołodziejski K, Masiewicz E, Alamri A, Zampetoulas V, Samuel L, Murray G, Lurie DJ, Broche LM, Kruk D. Markers of low field NMR relaxation features of tissues. Sci Rep 2024; 14:24901. [PMID: 39438494 PMCID: PMC11496659 DOI: 10.1038/s41598-024-74055-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 09/23/2024] [Indexed: 10/25/2024] Open
Abstract
This work presents an approach to exploiting Nuclear Magnetic Resonance (NMR) relaxometry data (1H spin-lattice relaxation rates covering the frequency range from below 1 kHz to 10 MHz) for the purpose of differentiating between pathological and reference tissues. Characteristic quantities (markers) that can be obtained in a straightforward manner, not resorting to an advanced analysis of 1H spin-lattice relaxation data, have been identified and compared for pathological and reference colon tissues. Moreover, the relaxation data have been parametrised in terms of Lorentzian spectral densities and the possibility of using the obtained dipolar relaxation constants and correlation times as biomarkers to assess the state of tissues has been discussed. It has also been demonstrated that the relaxation data for the reference and the pathological tissues can be attributed to two groups (for each case). The studies are a step towards exploiting the potential of NMR relaxometry for characterisation of pathological changes in tissues.
Collapse
Affiliation(s)
- Karol Kołodziejski
- Department of Physics and Biophysics, University of Warmia & Mazury in Olsztyn, Oczapowskiego 4, 10-719, Olsztyn, Poland
| | - Elzbieta Masiewicz
- Department of Physics and Biophysics, University of Warmia & Mazury in Olsztyn, Oczapowskiego 4, 10-719, Olsztyn, Poland
| | - Amnah Alamri
- School of Medicine, Medical Sciences and Nutrition, Biomedical Physics, University of Aberdeen, Foresterhill, Aberdeen, AB25 2ZD, UK
- Department of Radiologic Sciences, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Vasileios Zampetoulas
- School of Medicine, Medical Sciences and Nutrition, Biomedical Physics, University of Aberdeen, Foresterhill, Aberdeen, AB25 2ZD, UK
| | - Leslie Samuel
- School of Medicine, Medical Sciences and Nutrition, Biomedical Physics, University of Aberdeen, Foresterhill, Aberdeen, AB25 2ZD, UK
- Department of Oncology, Aberdeen Royal Infirmary, Aberdeen, UK
| | - Graeme Murray
- School of Medicine, Medical Sciences and Nutrition, Biomedical Physics, University of Aberdeen, Foresterhill, Aberdeen, AB25 2ZD, UK
| | - David J Lurie
- School of Medicine, Medical Sciences and Nutrition, Biomedical Physics, University of Aberdeen, Foresterhill, Aberdeen, AB25 2ZD, UK
| | - Lionel M Broche
- School of Medicine, Medical Sciences and Nutrition, Biomedical Physics, University of Aberdeen, Foresterhill, Aberdeen, AB25 2ZD, UK.
| | - Danuta Kruk
- Department of Physics and Biophysics, University of Warmia & Mazury in Olsztyn, Oczapowskiego 4, 10-719, Olsztyn, Poland
| |
Collapse
|
3
|
De Fazio E, Pittarello M, Gans A, Ghosh B, Slika H, Alimonti P, Tyler B. Intrinsic and Microenvironmental Drivers of Glioblastoma Invasion. Int J Mol Sci 2024; 25:2563. [PMID: 38473812 PMCID: PMC10932253 DOI: 10.3390/ijms25052563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 02/07/2024] [Accepted: 02/16/2024] [Indexed: 03/14/2024] Open
Abstract
Gliomas are diffusely infiltrating brain tumors whose prognosis is strongly influenced by their extent of invasion into the surrounding brain tissue. While lower-grade gliomas present more circumscribed borders, high-grade gliomas are aggressive tumors with widespread brain infiltration and dissemination. Glioblastoma (GBM) is known for its high invasiveness and association with poor prognosis. Its low survival rate is due to the certainty of its recurrence, caused by microscopic brain infiltration which makes surgical eradication unattainable. New insights into GBM biology at the single-cell level have enabled the identification of mechanisms exploited by glioma cells for brain invasion. In this review, we explore the current understanding of several molecular pathways and mechanisms used by tumor cells to invade normal brain tissue. We address the intrinsic biological drivers of tumor cell invasion, by tackling how tumor cells interact with each other and with the tumor microenvironment (TME). We focus on the recently discovered neuronal niche in the TME, including local as well as distant neurons, contributing to glioma growth and invasion. We then address the mechanisms of invasion promoted by astrocytes and immune cells. Finally, we review the current literature on the therapeutic targeting of the molecular mechanisms of invasion.
Collapse
Affiliation(s)
- Emerson De Fazio
- Department of Medicine, Vita-Salute San Raffaele University School of Medicine, 20132 Milan, Italy; (E.D.F.); (P.A.)
| | - Matilde Pittarello
- Department of Medicine, Humanitas University School of Medicine, 20089 Rozzano, Italy;
| | - Alessandro Gans
- Department of Neurology, University of Milan, 20122 Milan, Italy;
| | - Bikona Ghosh
- School of Medicine and Surgery, Dhaka Medical College, Dhaka 1000, Bangladesh;
| | - Hasan Slika
- Hunterian Neurosurgical Laboratory, Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA;
| | - Paolo Alimonti
- Department of Medicine, Vita-Salute San Raffaele University School of Medicine, 20132 Milan, Italy; (E.D.F.); (P.A.)
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Betty Tyler
- Hunterian Neurosurgical Laboratory, Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA;
| |
Collapse
|
4
|
Di Gregorio E, Papi C, Conti L, Di Lorenzo A, Cavallari E, Salvatore M, Cavaliere C, Ferrauto G, Aime S. A Magnetic Resonance Imaging-Chemical Exchange Saturation Transfer (MRI-CEST) Method for the Detection of Water Cycling across Cellular Membranes. Angew Chem Int Ed Engl 2024; 63:e202313485. [PMID: 37905585 DOI: 10.1002/anie.202313485] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 10/30/2023] [Accepted: 10/31/2023] [Indexed: 11/02/2023]
Abstract
Water cycling across the membrane transporters is considered a hallmark of cellular metabolism and it could be of high diagnostic relevance in the characterization of tumors and other diseases. The method relies on the response of intracellular proton exchanging molecules to the presence of extracellular Gd-based contrast agents (GBCAs). Paramagnetic GBCAs enhances the relaxation rate of water molecules in the extracellular compartment and, through membrane exchange, the relaxation enhancement is transferred to intracellular molecules. The effect is detected at the MRI-CEST (Magnetic Resonance Imaging - Chemical Exchange Saturation Transfer) signal of intracellular proton exchanging molecules. The magnitude of the change in the CEST response reports on water cycling across the membrane. The method has been tested on Red Blood Cells and on orthotopic murine models of breast cancer with different degree of malignancy (4T1, TS/A and 168FARN). The distribution of voxels reporting on membrane permeability fits well with the cells' aggressiveness and acts as an early reporter to monitor therapeutic treatments.
Collapse
Affiliation(s)
- Enza Di Gregorio
- Department of Molecular Biotechnologies and Health Sciences, University of Torino, Via Nizza 52, 10126, Torino, Italy
| | - Chiara Papi
- Department of Molecular Biotechnologies and Health Sciences, University of Torino, Via Nizza 52, 10126, Torino, Italy
| | - Laura Conti
- Department of Molecular Biotechnologies and Health Sciences, University of Torino, Via Nizza 52, 10126, Torino, Italy
| | - Antonino Di Lorenzo
- Department of Molecular Biotechnologies and Health Sciences, University of Torino, Via Nizza 52, 10126, Torino, Italy
| | - Eleonora Cavallari
- Department of Molecular Biotechnologies and Health Sciences, University of Torino, Via Nizza 52, 10126, Torino, Italy
| | - Marco Salvatore
- IRCCS SDN SynLab, Via E. Gianturco 113, 80143, Napoli, Italy
| | - Carlo Cavaliere
- IRCCS SDN SynLab, Via E. Gianturco 113, 80143, Napoli, Italy
| | - Giuseppe Ferrauto
- Department of Molecular Biotechnologies and Health Sciences, University of Torino, Via Nizza 52, 10126, Torino, Italy
| | - Silvio Aime
- IRCCS SDN SynLab, Via E. Gianturco 113, 80143, Napoli, Italy
| |
Collapse
|