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Islam S, Inglese M, Grech-Sollars M, Aravind P, Dubash S, Barwick TD, O'Neill K, Wang J, Saleem A, O'Callaghan J, Anchini G, Williams M, Waldman A, Aboagye EO. Feasibility of [ 18F]fluoropivalate hybrid PET/MRI for imaging lower and higher grade glioma: a prospective first-in-patient pilot study. Eur J Nucl Med Mol Imaging 2023; 50:3982-3995. [PMID: 37490079 PMCID: PMC10611885 DOI: 10.1007/s00259-023-06330-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 07/04/2023] [Indexed: 07/26/2023]
Abstract
PURPOSE MRI and PET are used in neuro-oncology for the detection and characterisation of lesions for malignancy to target surgical biopsy and to plan surgical resections or stereotactic radiosurgery. The critical role of short-chain fatty acids (SCFAs) in brain tumour biology has come to the forefront. The non-metabolised SCFA radiotracer, [18F]fluoropivalate (FPIA), shows low background signal in most tissues except eliminating organs and has appropriate human dosimetry. Tumour uptake of the radiotracer is, however, unknown. We investigated the uptake characteristics of FPIA in this pilot PET/MRI study. METHODS Ten adult glioma subjects were identified based on radiological features using standard-of-care MRI prior to any surgical intervention, with subsequent histopathological confirmation of glioma subtype and grade (lower-grade - LGG - and higher-grade - HGG - patients). FPIA was injected as an intravenous bolus injection (range 342-368 MBq), and dynamic PET and MRI data were acquired simultaneously over 66 min. RESULTS All patients tolerated the PET/MRI protocol. Three patients were reclassified following resection and histology. Tumour maximum standardised uptake value (SUVmax,60) increased in the order LGG (WHO grade 2) < HGG (WHO grade 3) < HGG (WHO grade 4). The net irreversible solute transfer, Ki, and influx rate constant, K1, were significantly higher in HGG (p < 0.05). Of the MRI variables studied, DCE-MRI-derived extravascular-and-extracellular volume fraction (ve) was high in tumours of WHO grade 4 compared with other grades (p < 0.05). SLC25A20 protein expression was higher in HGG compared with LGG. CONCLUSION Tumoural FPIA PET uptake is higher in HGG compared to LGG. This study supports further investigation of FPIA PET/MRI for brain tumour imaging in a larger patient population. CLINICAL TRIAL REGISTRATION Clinicaltrials.gov, NCT04097535.
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Affiliation(s)
- Shahriar Islam
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Marianna Inglese
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Matthew Grech-Sollars
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Preetha Aravind
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Suraiya Dubash
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Tara D Barwick
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Kevin O'Neill
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - James Wang
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Azeem Saleem
- Invicro Limited, Burlington Danes Building, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
- Hull York Medical School, University of Hull, Cottingham Road, Hull, HU6 7RX, UK
| | - James O'Callaghan
- Invicro Limited, Burlington Danes Building, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Giulio Anchini
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Matthew Williams
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Adam Waldman
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
- Centre for Clinical Brain Sciences, University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
| | - Eric O Aboagye
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK.
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Vassileva V, Braga M, Barnes C, Przystal J, Ashek A, Allott L, Brickute D, Abrahams J, Suwan K, Carcaboso AM, Hajitou A, Aboagye EO. Effective Detection and Monitoring of Glioma Using [ 18F]FPIA PET Imaging. Biomedicines 2021; 9:811. [PMID: 34356874 PMCID: PMC8301305 DOI: 10.3390/biomedicines9070811] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 06/25/2021] [Accepted: 07/09/2021] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Reprogrammed cellular metabolism is a cancer hallmark. In addition to increased glycolysis, the oxidation of acetate in the citric acid cycle is another common metabolic phenotype. We have recently developed a novel fluorine-18-labelled trimethylacetate-based radiotracer, [18F]fluoro-pivalic acid ([18F]FPIA), for imaging the transcellular flux of short-chain fatty acids, and investigated whether this radiotracer can be used for the detection of glioma growth. METHODS We evaluated the potential of [18F]FPIA PET to monitor tumor growth in orthotopic patient-derived (HSJD-GBM-001) and cell line-derived (U87, LN229) glioma xenografts, and also included [18F]FDG PET for comparison. We assessed proliferation (Ki-67) and the expression of lipid metabolism and transport proteins (CPT1, SLC22A2, SLC22A5, SLC25A20) by immunohistochemistry, along with etomoxir treatment to provide insights into [18F]FPIA uptake. RESULTS Longitudinal PET imaging showed gradual increase in [18F]FPIA uptake in orthotopic glioma models with disease progression (p < 0.0001), and high tumor-to-brain contrast compared to [18F]FDG (p < 0.0001). [18F]FPIA uptake correlated positively with Ki-67 (p < 0.01), SLC22A5 (p < 0.001) and SLC25A20 (p = 0.001), and negatively with CPT1 (p < 0.01) and SLC22A2 (p < 0.01). Etomoxir reduced [18F]FPIA uptake, which correlated with decreased Ki-67 (p < 0.05). CONCLUSIONS Our findings support the use of [18F]FPIA PET for the detection and longitudinal monitoring of glioma, showing a positive correlation with tumor proliferation, and suggest transcellular flux-mediated radiotracer uptake.
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Affiliation(s)
- Vessela Vassileva
- Department of Surgery and Cancer, Division of Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK; (M.B.); (C.B.); (L.A.); (D.B.); (J.A.)
| | - Marta Braga
- Department of Surgery and Cancer, Division of Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK; (M.B.); (C.B.); (L.A.); (D.B.); (J.A.)
| | - Chris Barnes
- Department of Surgery and Cancer, Division of Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK; (M.B.); (C.B.); (L.A.); (D.B.); (J.A.)
| | - Justyna Przystal
- Department of Medicine, Division of Brain Sciences, Imperial College London, Hammersmith Campus, Burlington Danes, London W12 0NN, UK; (J.P.); (K.S.); (A.H.)
| | - Ali Ashek
- Department of Medicine, Faculty of Medicine, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK;
| | - Louis Allott
- Department of Surgery and Cancer, Division of Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK; (M.B.); (C.B.); (L.A.); (D.B.); (J.A.)
| | - Diana Brickute
- Department of Surgery and Cancer, Division of Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK; (M.B.); (C.B.); (L.A.); (D.B.); (J.A.)
| | - Joel Abrahams
- Department of Surgery and Cancer, Division of Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK; (M.B.); (C.B.); (L.A.); (D.B.); (J.A.)
| | - Keittisak Suwan
- Department of Medicine, Division of Brain Sciences, Imperial College London, Hammersmith Campus, Burlington Danes, London W12 0NN, UK; (J.P.); (K.S.); (A.H.)
| | | | - Amin Hajitou
- Department of Medicine, Division of Brain Sciences, Imperial College London, Hammersmith Campus, Burlington Danes, London W12 0NN, UK; (J.P.); (K.S.); (A.H.)
| | - Eric O. Aboagye
- Department of Surgery and Cancer, Division of Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK; (M.B.); (C.B.); (L.A.); (D.B.); (J.A.)
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Dubash SR, Keat N, Kozlowski K, Barnes C, Allott L, Brickute D, Hill S, Huiban M, Barwick TD, Kenny L, Aboagye EO. Clinical translation of 18F-fluoropivalate - a PET tracer for imaging short-chain fatty acid metabolism: safety, biodistribution, and dosimetry in fed and fasted healthy volunteers. Eur J Nucl Med Mol Imaging 2020; 47:2549-2561. [PMID: 32123971 PMCID: PMC7515955 DOI: 10.1007/s00259-020-04724-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Accepted: 02/14/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Fatty acids derived de novo or taken up from the extracellular space are an essential source of nutrient for cell growth and proliferation. Radiopharmaceuticals including 11C-acetate, and 18F-FAC (2-18F-fluoroacetate), have previously been used to study short-chain fatty acid (SCFA) metabolism. We developed 18F-fluoropivalate (18F-FPIA; 3-18F-fluoro-2,2-dimethylpropionic acid) bearing a gem-dimethyl substituent to assert metabolic stability for studying SCFA metabolism. We report the safety, biodistribution, and internal radiation dosimetry profile of 18F-FPIA in 24 healthy volunteers and the effect of dietary conditions. MATERIALS AND METHODS Healthy volunteer male and female subjects were enrolled (n = 24), and grouped into 12 fed and 12 fasted. Non-esterified fatty acids (NEFA) and carnitine blood measurements were assessed. Subjects received 159.48 MBq (range, 47.31-164.66 MBq) of 18F-FPIA. Radiochemical purity was > 99%. Safety data were obtained during and 24 h after radiotracer administration. Subjects underwent detailed multiple whole-body PET/CT scanning with sampling of venous bloods for radioactivity and radioactive metabolite quantification. Regions of interest were defined to derive individual and mean organ residence times; effective dose was calculated using OLINDA 1.1. RESULTS All subjects tolerated 18F-FPIA with no adverse events. Over 90% of radiotracer was present in plasma at 60 min post-injection. The organs receiving highest absorbed dose (in mGy/MBq) were the liver (0.070 ± 0.023), kidneys (0.043 ± 0.013), gallbladder wall (0.026 ± 0.003), and urinary bladder (0.021 ± 0.004); otherwise there was low tissue uptake. The calculated effective dose using mean organ residence times over all 24 subjects was 0.0154 mSv/MBq (SD ± 0.0010). No differences in biodistribution or dosimetry were seen in fed and fasted subjects, though systemic NEFA and carnitine levels reflected fasted and fed states. CONCLUSION The favourable safety, imaging, and dosimetric profile makes 18F-FPIA a promising candidate radiotracer for tracing SCFA metabolism.
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Affiliation(s)
- Suraiya R Dubash
- Department of Surgery and Cancer, Imperial College London, GN1 Commonwealth Building, Hammersmith Hospital, DuCane Rd, London, W12 0NN, UK
- Department of Oncology, Imperial College Healthcare NHS Trust, London, UK
| | | | - Kasia Kozlowski
- Department of Surgery and Cancer, Imperial College London, GN1 Commonwealth Building, Hammersmith Hospital, DuCane Rd, London, W12 0NN, UK
| | - Chris Barnes
- Department of Surgery and Cancer, Imperial College London, GN1 Commonwealth Building, Hammersmith Hospital, DuCane Rd, London, W12 0NN, UK
| | - Louis Allott
- Department of Surgery and Cancer, Imperial College London, GN1 Commonwealth Building, Hammersmith Hospital, DuCane Rd, London, W12 0NN, UK
| | - Diana Brickute
- Department of Surgery and Cancer, Imperial College London, GN1 Commonwealth Building, Hammersmith Hospital, DuCane Rd, London, W12 0NN, UK
| | | | | | - Tara D Barwick
- Department of Surgery and Cancer, Imperial College London, GN1 Commonwealth Building, Hammersmith Hospital, DuCane Rd, London, W12 0NN, UK
- Department of Radiology/Nuclear Medicine, Imperial College Healthcare NHS Trust, London, UK
| | - Laura Kenny
- Department of Surgery and Cancer, Imperial College London, GN1 Commonwealth Building, Hammersmith Hospital, DuCane Rd, London, W12 0NN, UK
- Department of Oncology, Imperial College Healthcare NHS Trust, London, UK
| | - Eric O Aboagye
- Department of Surgery and Cancer, Imperial College London, GN1 Commonwealth Building, Hammersmith Hospital, DuCane Rd, London, W12 0NN, UK.
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Allott L, Aboagye EO. Chemistry Considerations for the Clinical Translation of Oncology PET Radiopharmaceuticals. Mol Pharm 2020; 17:2245-2259. [DOI: 10.1021/acs.molpharmaceut.0c00328] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Louis Allott
- Comprehensive Cancer Imaging Centre, Imperial College London, Hammersmith Hospital, Du Cane Road, London W12 0NN, United Kingdom
| | - Eric O. Aboagye
- Comprehensive Cancer Imaging Centre, Imperial College London, Hammersmith Hospital, Du Cane Road, London W12 0NN, United Kingdom
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Gassner C, Neuber C, Laube M, Bergmann R, Kniess T, Pietzsch J. Development of a18F-labeled Diaryl-Substituted Dihydropyrrolo[3,2,1-hi]indole as Potential Probe for Functional Imaging of Cyclooxygenase-2 with PET. ChemistrySelect 2016. [DOI: 10.1002/slct.201601618] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Cemena Gassner
- Helmholtz-Zentrum Dresden-Rossendorf; Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research; Bautzner Landstrasse 400 01328 Dresden Germany
- Department of Chemistry and Food Chemistry; Technische Universität Dresden; 01062 Dresden Germany
| | - Christin Neuber
- Helmholtz-Zentrum Dresden-Rossendorf; Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research; Bautzner Landstrasse 400 01328 Dresden Germany
| | - Markus Laube
- Helmholtz-Zentrum Dresden-Rossendorf; Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research; Bautzner Landstrasse 400 01328 Dresden Germany
| | - Ralf Bergmann
- Helmholtz-Zentrum Dresden-Rossendorf; Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research; Bautzner Landstrasse 400 01328 Dresden Germany
| | - Torsten Kniess
- Helmholtz-Zentrum Dresden-Rossendorf; Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research; Bautzner Landstrasse 400 01328 Dresden Germany
| | - Jens Pietzsch
- Helmholtz-Zentrum Dresden-Rossendorf; Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research; Bautzner Landstrasse 400 01328 Dresden Germany
- Department of Chemistry and Food Chemistry; Technische Universität Dresden; 01062 Dresden Germany
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Alam IS, Arshad MA, Nguyen QD, Aboagye EO. Radiopharmaceuticals as probes to characterize tumour tissue. Eur J Nucl Med Mol Imaging 2015; 42:537-61. [PMID: 25647074 DOI: 10.1007/s00259-014-2984-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Accepted: 12/18/2014] [Indexed: 01/06/2023]
Abstract
Tumour cells exhibit several properties that allow them to grow and divide. A number of these properties are detectable by nuclear imaging methods. We discuss crucial tumour properties that can be described by current radioprobe technologies, further discuss areas of emerging radioprobe development, and finally articulate need areas that our field should aspire to develop. The review focuses largely on positron emission tomography and draws upon the seminal 'Hallmarks of Cancer' review article by Hanahan and Weinberg in 2011 placing into context the present and future roles of radiotracer imaging in characterizing tumours.
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Affiliation(s)
- Israt S Alam
- Comprehensive Cancer Imaging Centre, Imperial College London, London, W12 0NN, UK
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Abstract
Positron emission tomography (PET) is an extraordinarily sensitive clinical imaging modality for interrogating tumor metabolism. Radiolabeled PET substrates can be traced at subphysiological concentrations, allowing noninvasive imaging of metabolism and intratumoral heterogeneity in systems ranging from advanced cancer models to patients in the clinic. There are a wide range of novel and more established PET radiotracers, which can be used to investigate various aspects of the tumor, including carbohydrate, amino acid, and fatty acid metabolism. In this review, we briefly discuss the more established metabolic tracers and describe recent work on the development of new tracers. Some of the unanswered questions in tumor metabolism are considered alongside new technical developments, such as combined PET/magnetic resonance imaging scanners, which could provide new imaging solutions to some of the outstanding diagnostic challenges facing modern cancer medicine.
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Affiliation(s)
- David Y. Lewis
- Cancer Research UK - Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
| | - Dmitry Soloviev
- Cancer Research UK - Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
| | - Kevin M. Brindle
- Cancer Research UK - Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
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Witney TH, Pisaneschi F, Alam IS, Trousil S, Kaliszczak M, Twyman F, Brickute D, Nguyen QD, Schug Z, Gottlieb E, Aboagye EO. Preclinical evaluation of 3-18F-fluoro-2,2-dimethylpropionic acid as an imaging agent for tumor detection. J Nucl Med 2014; 55:1506-12. [PMID: 25012458 DOI: 10.2967/jnumed.114.140343] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
UNLABELLED Deregulated cellular metabolism is a hallmark of many cancers. In addition to increased glycolytic flux, exploited for cancer imaging with (18)F-FDG, tumor cells display aberrant lipid metabolism. Pivalic acid is a short-chain, branched carboxylic acid used to increase oral bioavailability of prodrugs. After prodrug hydrolysis, pivalic acid undergoes intracellular metabolism via the fatty acid oxidation pathway. We have designed a new probe, 3-(18)F-fluoro-2,2-dimethylpropionic acid, also called (18)F-fluoro-pivalic acid ((18)F-FPIA), for the imaging of aberrant lipid metabolism and cancer detection. METHODS Cell intrinsic uptake of (18)F-FPIA was measured in murine EMT6 breast adenocarcinoma cells. In vivo dynamic imaging, time course biodistribution, and radiotracer stability testing were performed. (18)F-FPIA tumor retention was further compared in vivo to (18)F-FDG uptake in several xenograft models and inflammatory tissue. RESULTS (18)F-FPIA rapidly accumulated in EMT6 breast cancer cells, with retention of intracellular radioactivity predicted to occur via a putative (18)F-FPIA carnitine-ester. The radiotracer was metabolically stable to degradation in mice. In vivo imaging of implanted EMT6 murine and BT474 human breast adenocarcinoma cells by (18)F-FPIA PET showed rapid and extensive tumor localization, reaching 9.1% ± 0.5% and 7.6% ± 1.2% injected dose/g, respectively, at 60 min after injection. Substantial uptake in the cortex of the kidney was seen, with clearance primarily via urinary excretion. Regarding diagnostic utility, uptake of (18)F-FPIA was comparable to that of (18)F-FDG in EMT6 tumors but superior in the DU145 human prostate cancer model (54% higher uptake; P = 0.002). Furthermore, compared with (18)F-FDG, (18)F-FPIA had lower normal-brain uptake resulting in a superior tumor-to-brain ratio (2.5 vs. 1.3 in subcutaneously implanted U87 human glioma tumors; P = 0.001), predicting higher contrast for brain cancer imaging. Both radiotracers showed increased localization in inflammatory tissue. CONCLUSION (18)F-FPIA shows promise as an imaging agent for cancer detection and warrants further investigation.
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Affiliation(s)
- Timothy H Witney
- Comprehensive Cancer Imaging Centre, Division of Cancer, Department of Surgery and Cancer, Imperial College London Faculty of Medicine, London, United Kingdom; and
| | - Federica Pisaneschi
- Comprehensive Cancer Imaging Centre, Division of Cancer, Department of Surgery and Cancer, Imperial College London Faculty of Medicine, London, United Kingdom; and
| | - Israt S Alam
- Comprehensive Cancer Imaging Centre, Division of Cancer, Department of Surgery and Cancer, Imperial College London Faculty of Medicine, London, United Kingdom; and
| | - Sebastian Trousil
- Comprehensive Cancer Imaging Centre, Division of Cancer, Department of Surgery and Cancer, Imperial College London Faculty of Medicine, London, United Kingdom; and
| | - Maciej Kaliszczak
- Comprehensive Cancer Imaging Centre, Division of Cancer, Department of Surgery and Cancer, Imperial College London Faculty of Medicine, London, United Kingdom; and
| | - Frazer Twyman
- Comprehensive Cancer Imaging Centre, Division of Cancer, Department of Surgery and Cancer, Imperial College London Faculty of Medicine, London, United Kingdom; and
| | - Diana Brickute
- Comprehensive Cancer Imaging Centre, Division of Cancer, Department of Surgery and Cancer, Imperial College London Faculty of Medicine, London, United Kingdom; and
| | - Quang-Dé Nguyen
- Comprehensive Cancer Imaging Centre, Division of Cancer, Department of Surgery and Cancer, Imperial College London Faculty of Medicine, London, United Kingdom; and
| | - Zachary Schug
- Beatson Institute for Cancer Research, Glasgow, United Kingdom
| | - Eyal Gottlieb
- Beatson Institute for Cancer Research, Glasgow, United Kingdom
| | - Eric O Aboagye
- Comprehensive Cancer Imaging Centre, Division of Cancer, Department of Surgery and Cancer, Imperial College London Faculty of Medicine, London, United Kingdom; and
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