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Peyraga G, Robaine N, Khalifa J, Cohen-Jonathan-Moyal E, Payoux P, Laprie A. Molecular PET imaging in adaptive radiotherapy: brain. THE QUARTERLY JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING : OFFICIAL PUBLICATION OF THE ITALIAN ASSOCIATION OF NUCLEAR MEDICINE (AIMN) [AND] THE INTERNATIONAL ASSOCIATION OF RADIOPHARMACOLOGY (IAR), [AND] SECTION OF THE SOCIETY OF RADIOPHARMACEUTICAL CHEMISTRY AND BIOLOGY 2018; 62:337-348. [PMID: 30497232 DOI: 10.23736/s1824-4785.18.03116-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
INTRODUCTION Owing to their heterogeneity and radioresistance, the prognosis of primitive brain tumors, which are mainly glial tumors, remains poor. Dose escalation in radioresistant areas is a potential issue for improving local control and overall survival. This review focuses on advances in biological and metabolic imaging of brain tumors that are proving to be essential for defining tumor target volumes in radiation therapy (RT) and for increasing the use of DPRT (dose painting RT) and ART (adaptative RT), to optimize dose in radio-resistant areas. EVIDENCE ACQUISITION Various biological imaging modalities such as PET (hypoxia, glucidic metabolism, protidic metabolism, cellular proliferation, inflammation, cellular membrane synthesis) and MRI (spectroscopy) may be used to identify these areas of radioresistance. The integration of these biological imaging modalities improves the diagnosis, prognosis and treatment of brain tumors. EVIDENCE SYNTHESIS Technological improvements (PET and MRI), the development of research, and intensive cooperation between different departments are necessary before using daily metabolic imaging (PET and MRI) to treat patients with brain tumors. CONCLUSIONS The adaptation of treatment volumes during RT (ART) seems promising, but its development requires improvements in several areas and an interdisciplinary approach involving radiology, nuclear medicine and radiotherapy. We review the literature on biological imaging to outline the perspectives for using DPRT and ART in brain tumors.
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Affiliation(s)
- Guillaume Peyraga
- Department of Radiation Therapy, Claudius Regaud Institute, Institut Universitaire du Cancer de Toulouse Oncopole, Toulouse, France
| | - Nesrine Robaine
- Department of Nuclear Medicine, Claudius Regaud Institute, Institut Universitaire du Cancer de Toulouse Oncopole, Toulouse, France
| | - Jonathan Khalifa
- Department of Radiation Therapy, Claudius Regaud Institute, Institut Universitaire du Cancer de Toulouse Oncopole, Toulouse, France.,Paul Sabatier University, Toulouse III, Toulouse, France
| | - Elizabeth Cohen-Jonathan-Moyal
- Department of Radiation Therapy, Claudius Regaud Institute, Institut Universitaire du Cancer de Toulouse Oncopole, Toulouse, France.,Paul Sabatier University, Toulouse III, Toulouse, France
| | - Pierre Payoux
- Department of Nuclear Medicine, Purpan University Hospital Center, Toulouse, France
| | - Anne Laprie
- Department of Radiation Therapy, Claudius Regaud Institute, Institut Universitaire du Cancer de Toulouse Oncopole, Toulouse, France - .,Paul Sabatier University, Toulouse III, Toulouse, France
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Wang Q, Li Q, Mi R, Ye H, Zhang H, Chen B, Li Y, Huang G, Xia J. Radiomics Nomogram Building From Multiparametric MRI to Predict Grade in Patients With Glioma: A Cohort Study. J Magn Reson Imaging 2018; 49:825-833. [PMID: 30260592 DOI: 10.1002/jmri.26265] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Revised: 06/20/2018] [Accepted: 06/22/2018] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Accurate classification of gliomas is crucial for prescribing therapy and assessing the prognosis of patients. PURPOSE To develop a radiomics nomogram using multiparametric MRI for predicting glioma grading. STUDY TYPE Retrospective. POPULATION This study involved 85 patients (training cohort: n = 56; validation cohort: n = 29) with pathologically confirmed gliomas. FIELD STRENGTH/SEQUENCE 1.5T MR, containing contrast-enhanced T1 -weighted (CET1 WI), axial T2 -weighted (T2 WI), and apparent diffusion coefficient (ADC) sequences. ASSESSMENT A region of interest of the tumor was delineated. A total of 652 radiomics features were extracted and were reduced using least absolute shrinkage and selection operator regression. STATISTICAL TESTING Radiomic signature, participant's age, and gender were analyzed as potential predictors to perform logistic regression analysis and develop a prediction model of glioma grading, and a radiomics nomogram was used to represent this model. The performance of the nomogram was assessed in terms of discrimination, calibration, and clinical value in glioma grading. RESULTS The radiomic signature was significantly associated with glioma grade (P < 0.001) in both the training and validation cohorts. The performance of the radiomics nomogram derived from three MRI sequences (with C-index of 0.971 and 0.961 in the training and validation cohorts, respectively) was improved compared to those based on either CET1 WI, T2 WI, or ADC alone in glioma grading (with C-index of 0.914, 0.714, 0.842 in the training cohort, and 0.941, 0.500, 0.730 in the validation cohort). The nomogram derived from three sequences showed good calibration: the calibration curve showed good agreement between the estimated and the actual probability. The decision curve demonstrated that combining three sequences had more favorable clinical predictive value than single sequence imaging. DATA CONCLUSION We created and assessed a multiparametric MRI-based radiomics nomogram that may help clinicians classify gliomas more accurately. LEVEL OF EVIDENCE 4 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;49:825-833.
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Affiliation(s)
- Qiuyu Wang
- Department of Radiology, Shenzhen Second People's Hospital, Shenzhen Second Hospital Clinical Medicine College of Anhui Medical University, Shenzhen, China
| | - Qingneng Li
- Department of Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China
| | - Rui Mi
- Department of Radiology, the First Affiliated Hospital of Shenzhen University, Health Science Center; Shenzhen second people's hospital, Shenzhen, 518035, China
| | - Hai Ye
- Department of Radiology, Shenzhen Second People's Hospital, Shenzhen Second Hospital Clinical Medicine College of Anhui Medical University, Shenzhen, China
| | - Heye Zhang
- Department of Health Information Computing School of Biomedical Engineering, Sun Yat-Sen University
| | - Baodong Chen
- Department of Neurosurgery, the First Affiliated Hospital of Shenzhen University, Health Science Center; Shenzhen second people's hospital, Shenzhen, 518035, China
| | - Ye Li
- Department of Biomedical and Health Engineering, Shenzhen Institutes of Advanced Technology, Shenzhen, 518055, China
| | - Guodong Huang
- Department of Neurosurgery, the First Affiliated Hospital of Shenzhen University, Health Science Center; Shenzhen second people's hospital, Shenzhen, 518035, China
| | - Jun Xia
- Department of Radiology, the First Affiliated Hospital of Shenzhen University, Health Science Center; Shenzhen second people's hospital, Shenzhen, 518035, China
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Yang S, Zhao B, Wang G, Xiang J, Xu S, Liu Y, Zhao P, Pfeuffer J, Qian T. Improving the Grading Accuracy of Astrocytic Neoplasms Noninvasively by Combining Timing Information with Cerebral Blood Flow: A Multi-TI Arterial Spin-Labeling MR Imaging Study. AJNR Am J Neuroradiol 2016; 37:2209-2216. [PMID: 27561831 DOI: 10.3174/ajnr.a4907] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2016] [Accepted: 07/01/2016] [Indexed: 01/07/2023]
Abstract
BACKGROUND AND PURPOSE Systematic and accurate glioma grading has clinical significance. We present the utility of multi-TI arterial spin-labeling imaging and provide the bolus arrival time maps for grading astrocytomas. MATERIALS AND METHODS Forty-three patients with astrocytomas (21 men; mean age, 51 years) were recruited. The classification abilities of conventional MR imaging features, normalized CBF value derived from multi-TI arterial spin-labeling imaging, normalized bolus arrival time, and normalized CBF derived from single-TI arterial spin-labeling were compared in patients with World Health Organization (WHO) grade II, III, and IV astrocytomas. RESULTS The normalized CBF value derived from multi-TI arterial spin-labeling imaging was higher in patients with higher grade astrocytoma malignancies compared with patients with lower grade astrocytomas, while the normalized bolus arrival time showed the opposite tendency. The normalized CBF value derived from the multi-TI arterial spin-labeling imaging showed excellent performance with areas under the receiver operating characteristic curve of 0.813 (WHO II versus III), 0.964 (WHO II versus IV), 0.872 (WHO III versus IV), and 0.883 (low-grade-versus-high-grade gliomas). The normalized CBF value derived from single-TI arterial spin-labeling imaging could statistically differentiate the WHO II and IV groups (area under the receiver operating characteristic curve = 0.826). The normalized bolus arrival time effectively identified the WHO grades II and III with an area under the receiver operating characteristic curve of 0.836. Combining the normalized CBF value derived from multi-TI arterial spin-labeling imaging and normalized bolus arrival time improved the diagnostic accuracy from 65.10% to 72.10% compared with the normalized CBF value derived from multi-TI arterial spin-labeling imaging being applied independently. The combination of multi-TI arterial spin-labeling imaging and conventional MR imaging had the best performance, with a diagnostic accuracy of 81.40%. CONCLUSIONS Multi-TI arterial spin-labeling imaging can evaluate perfusion dynamics by combining normalized bolus arrival time and normalized CBF values derived from multiple TIs. It is superior to single-TI arterial spin-labeling imaging and conventional MR imaging features when applied independently and can improve the diagnostic accuracy when combined with conventional MR imaging for grading astrocytomas.
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Affiliation(s)
- S Yang
- From the Department of MR Imaging (S.Y., B.Z., G.W., J.X.), Shandong Medical Imaging Research Institute, Shandong University, Jinan, P.R. China
| | - B Zhao
- From the Department of MR Imaging (S.Y., B.Z., G.W., J.X.), Shandong Medical Imaging Research Institute, Shandong University, Jinan, P.R. China
| | - G Wang
- From the Department of MR Imaging (S.Y., B.Z., G.W., J.X.), Shandong Medical Imaging Research Institute, Shandong University, Jinan, P.R. China
| | - J Xiang
- From the Department of MR Imaging (S.Y., B.Z., G.W., J.X.), Shandong Medical Imaging Research Institute, Shandong University, Jinan, P.R. China
| | - S Xu
- Department of Neurosurgery (S.X., Y.L., P.Z.), Shandong Provincial Hospital affiliated to Shandong University, Jinan, Shandong, China
| | - Y Liu
- Department of Neurosurgery (S.X., Y.L., P.Z.), Shandong Provincial Hospital affiliated to Shandong University, Jinan, Shandong, China
| | - P Zhao
- Department of Neurosurgery (S.X., Y.L., P.Z.), Shandong Provincial Hospital affiliated to Shandong University, Jinan, Shandong, China
| | - J Pfeuffer
- Application Development (J.P.), Siemens, Erlangen, Germany
| | - T Qian
- MR Collaborations NE Asia (T.Q.), Siemens Healthcare, Beijing, China
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Schäfer ML, Maurer MH, Synowitz M, Wüstefeld J, Marnitz T, Streitparth F, Wiener E. Low-grade (WHO II) and anaplastic (WHO III) gliomas: differences in morphology and MRI signal intensities. Eur Radiol 2013; 23:2846-53. [PMID: 23686293 DOI: 10.1007/s00330-013-2886-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2013] [Revised: 03/26/2013] [Accepted: 04/14/2013] [Indexed: 10/26/2022]
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Langen KJ, Bartenstein P, Boecker H, Brust P, Coenen HH, Drzezga A, Grünwald F, Krause BJ, Kuwert T, Sabri O, Tatsch K, Weber WA, Schreckenberger M. [German guidelines for brain tumour imaging by PET and SPECT using labelled amino acids]. Nuklearmedizin 2011; 50:167-73. [PMID: 21789338 DOI: 10.3413/nuk-2011041] [Citation(s) in RCA: 67] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2011] [Accepted: 07/06/2011] [Indexed: 11/20/2022]
Abstract
For the primary diagnosis of brain tumours, morphological imaging by means of magnetic resonance imaging (MRI) is the current method of choice. The complementary use of functional imaging by positron emitting tomography (PET) and single photon emitting computerized tomography (SPECT) with labelled amino acids can provide significant information on some clinically relevant questions, which are beyond the capacity of MRI. These diagnostic issues affect in particular the improvement of biopsy targeting and tumour delineation for surgery and radiotherapy planning. In addition, amino acid labelled PET and SPECT tracers are helpful for the differentiation between tumour recurrence and non-specific post-therapeutic tissue changes, in predicting prognosis of low grade gliomas, and for metabolic monitoring of treatment response. The application of dynamic PET examination protocols for the assessment of amino acid kinetics has been shown to enable an improved non-invasive tumour grading. The purpose of this guideline is to provide practical assistance for indication, examination procedure and image analysis of brain PET/SPECT with labelled amino acids in order to allow for a high quality standard of the method. After a short introduction on pathobiochemistry and radiopharmacy of amino acid labelled tracers, concrete and detailed information is given on the several indications, patient preparation and examination protocols as well as on data reconstruction, visual and quantitative image analysis and interpretation. In addition, possible pitfalls are described, and the relevant original publications are listed for further information.
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Affiliation(s)
- K-J Langen
- Institut für Neurowissenschaften und Medizin, Forschungszentrum Jülich, 52425 Jülich.
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Hellwig D, Ketter R, Romeike BFM, Schaefer A, Farmakis G, Grgic A, Moringlane JR, Steudel WI, Kirsch CM, Samnick S. Prospective study of p-[123I]iodo-L-phenylalanine and SPECT for the evaluation of newly diagnosed cerebral lesions: specific confirmation of glioma. Eur J Nucl Med Mol Imaging 2010; 37:2344-53. [PMID: 20676638 DOI: 10.1007/s00259-010-1572-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2010] [Accepted: 07/15/2010] [Indexed: 10/19/2022]
Abstract
PURPOSE The differentiation between gliomas, metastases and gliotic or inflammatory lesions by imaging techniques remains a challenge. Gliomas frequently exhibit increased uptake of radiolabelled amino acids and are thus amenable to PET or SPECT imaging. Recently, p-[123I]iodo-L-phenylalanine (IPA) was validated for the visualization of glioma by SPECT and received orphan drug status. Here we investigated its diagnostic performance for differentiating indeterminate brain lesions. METHODS This prospective open study included 67 patients with newly diagnosed brain lesions suspicious for glioma (34 without and 33 with contrast enhancement in the MRI scan). Patients received 250 MBq IPA intravenously after overnight fasting. SPECT images at 30 min and 3 h post-injection were iteratively reconstructed and visually interpreted after image fusion with an MRI brain scan (fluid-attenuated inversion recovery sequence or T1-weighted contrast-enhanced image). Findings were correlated with results of stereotactic or open biopsies or serial imaging. RESULTS Twenty-seven low-grade (2 WHO I, 25 WHO II) and 24 high-grade gliomas (1 WHO III, 23 WHO IV), 3 metastases originating from lung cancer as well as 13 non-neoplastic lesions were proven. All non-neoplastic lesions and all metastases were negative with IPA SPECT. Forty gliomas were true-positive (TP) and 11 false-negative (FN) findings (8 WHO II, 1 WHO III, 2 WHO IV) occurred. There were no false-positive (FP) findings. For the differentiation of primary brain tumours and non-neoplastic lesions, sensitivity and specificity were 78 and 100%. In 34 lesions without contrast enhancement in MRI, IPA SPECT resulted in 17 TP, 8 true-negative, 9 FN and no FP findings (sensitivity 65%, specificity 100%). CONCLUSION In patients with suspected glioma, IPA SPECT shows a high specificity, but especially in low-grade gliomas FN findings may occur. Due to the high positive predictive value a positive finding allows a suspected glioma to be confirmed.
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Affiliation(s)
- Dirk Hellwig
- Department of Nuclear Medicine, Saarland University Medical Center, 66421, Homburg/Saar, Germany.
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Management of newly diagnosed glioblastoma: guidelines development, value and application. J Neurooncol 2009; 93:1-23. [DOI: 10.1007/s11060-009-9838-z] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2009] [Accepted: 02/23/2009] [Indexed: 11/25/2022]
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McConathy J, Goodman MM. Non-natural amino acids for tumor imaging using positron emission tomography and single photon emission computed tomography. Cancer Metastasis Rev 2008; 27:555-73. [PMID: 18648909 DOI: 10.1007/s10555-008-9154-7] [Citation(s) in RCA: 99] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Amino acids are required nutrients for proliferating tumor cells, and amino acid transport is upregulated in many tumor types. Studies of radiolabeled amino acids in animals and humans demonstrate that amino acid based tracers have advantageous characteristics relative to 2-[(18)F]fluoro-2-deoxyglucose in certain tumors, particularly brain gliomas. Non-natural amino acids for tumor imaging generally have greater metabolic stability and can be labeled with longer-lived radionuclides for positron emission tomography and single photon emission computed tomography such as fluorine-18 and iodine-123. Amino acids enter cells via amino acid transport with varying selectivity based on their chemical structure. This review focuses on the rationale, biological basis, current status and future prospects of radiolabeled non-natural amino acids for tumor imaging and discusses various classes of these compounds including aromatic, alicyclic and alpha,alpha-dialkyl amino acids.
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Affiliation(s)
- Jonathan McConathy
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, MO, USA.
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Mukundan S, Holder C, Olson JJ. Neuroradiological assessment of newly diagnosed glioblastoma. J Neurooncol 2008; 89:259-69. [PMID: 18712280 DOI: 10.1007/s11060-008-9616-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2008] [Accepted: 05/19/2008] [Indexed: 11/28/2022]
Affiliation(s)
- Srini Mukundan
- Department of Radiology, Duke University of School of Medicine, Durham, NC, USA
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Abstract
Molecular imaging of tumor metabolism has gained considerable interest, since preclinical studies have indicated a close relationship between the activation of various oncogenes and alterations of cellular metabolism. Furthermore, several clinical trials have shown that metabolic imaging can significantly impact patient management by improving tumor staging, restaging, radiation treatment planning, and monitoring of tumor response to therapy. In this review, we summarize recent data on the molecular mechanisms underlying the increased metabolic activity of cancer cells and discuss imaging techniques for studies of tumor glucose, lipid, and amino acid metabolism.
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Affiliation(s)
- Christian Plathow
- Department of Nuclear Medicine, University of Freiburg, Freiburg, Germany
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Paradoxical imaging findings in cerebral gliomas. J Neurol Sci 2008; 269:180-3. [DOI: 10.1016/j.jns.2007.12.029] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2007] [Revised: 12/15/2007] [Accepted: 12/19/2007] [Indexed: 11/19/2022]
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Hellwig D, Romeike BFM, Ketter R, Moringlane JR, Kirsch CM, Samnick S. Intra-individual comparison of p-[123I]-iodo-L-phenylalanine and L-3-[123I]-iodo-α-methyl-tyrosine for SPECT imaging of gliomas. Eur J Nucl Med Mol Imaging 2007; 35:24-31. [PMID: 17846769 DOI: 10.1007/s00259-007-0514-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2007] [Accepted: 06/22/2007] [Indexed: 10/22/2022]
Abstract
OBJECTIVES Radioactive amino-acids accumulate in gliomas even with an intact blood-brain-barrier. L-3-[(123)I]-iodo-alpha-methyl-tyrosine (IMT) is well established for SPECT imaging of gliomas. Recently, we introduced p-[(123)I]-iodo-L-phenylalanine (IPA) for the characterisation of brain lesions. This study compares both tracers in glioma patients. METHODS Eleven patients with gliomas (1 WHO grade 1, 5 grade 2, 1 grade 3, 2 grade 4 gliomas, 1 unconfirmed upgrading and 1 post-therapeutic non-neoplastic lesion) underwent SPECT imaging with IPA (early and delayed acquisitions at 30 min and 3 h) and IMT (early only). Maximum tumour-to-brain ratios (TBR) were calculated using region-of-interest analysis to assess uptake of IMT and IPA. Imaging results were compared to histopathological findings. RESULTS Early TBRs of IMT and IPA were strongly correlated (r = 0.828, p = 0.002). TBRs were higher for IMT than IPA (1.95+/-0.50 versus 1.79+/-0.42; p < 0.05), but independent from tumour cell density (p > 0.1). Visual interpretation by different observers was more concordant for IMT-SPECT than IPA-SPECT (kappa 1.0 versus 0.774). No differences in early TBRs were observed between low-grade and high-grade gliomas for IMT (1.97+/-0.53 versus 2.21+/-0.44, p > 0.5) or IPA (1.70+/-0.23 versus 2.21+/-0.56, p = 0.167) with a trend to higher TBRs in low-grade tumours for IMT (p = 0.093). In contrast to the known wash-out of IMT, we observed persistent accumulation of IPA in gliomas. CONCLUSIONS IPA shows lower TBRs than IMT, especially in low-grade tumours, so IMT should be preferred for the delineation of low-grade gliomas by SPECT imaging. Due to its prolonged retention, however, IPA remains promising for therapeutic use in gliomas after labelling with I-131.
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Affiliation(s)
- Dirk Hellwig
- Department of Nuclear Medicine, Saarland University Medical Center, 66421, Homburg, Germany.
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Moulin-Romsée G, D'Hondt E, de Groot T, Goffin J, Sciot R, Mortelmans L, Menten J, Bormans G, Van Laere K. Non-invasive grading of brain tumours using dynamic amino acid PET imaging: does it work for 11C-methionine? Eur J Nucl Med Mol Imaging 2007; 34:2082-7. [PMID: 17763978 DOI: 10.1007/s00259-007-0557-4] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2007] [Accepted: 07/15/2007] [Indexed: 11/25/2022]
Abstract
BACKGROUND Static imaging of amino acids does not allow differentiation of low versus high grade brain tumours. It has been shown that dynamic imaging of the amino acid analogue (18)F-fluoroethyltyrosine (FET) can achieve this goal. In many centres, (11)C-methionine (MET) is used for tumour imaging, but no clinical studies on the use of dynamic scanning for grading have been performed. METHODS Thirty-four patients with primary brain glioma and histopathological confirmation were retrospectively studied using 40 min dynamic MET-PET with 220 MBq 11C-methionine. In relation to histopathological grading, various metabolic indices and temporal parameters as documented by Poepperl et al. (JNM 2006;47:393-403) were analyzed. RESULTS None of the evaluated static or temporal parameters allowed discrimination between high and low grade tumours. On average, low grade tumours showed washout after the initial uptake maximum, while both increases and decreases were seen for high grade tumours. Only the relative early versus late uptake ratio showed a trend towards significance (-0.16 +/- 0.17 for low grade versus 0.01 +/- 0.25 for high grade; p = 0.07). CONCLUSION Unlike FET-PET, the uptake characteristics of MET-PET do not allow classification of low and high grade tumours on an individual patient basis. Since literature data indicate that both tracers have a similar performance regarding biopsy location, tumour delineation, and detection of recurrence, FET-PET should be advocated over MET-PET as its uptake mechanism also allows noninvasive grading in glioma.
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Affiliation(s)
- Gérard Moulin-Romsée
- Division of Nuclear Medicine, University Hospital Leuven and K.U. Leuven, Herestraat 49, Leuven, Belgium
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Pötzi C, Becherer A, Marosi C, Karanikas G, Szabo M, Dudczak R, Kletter K, Asenbaum S. [11C] methionine and [18F] fluorodeoxyglucose PET in the follow-up of glioblastoma multiforme. J Neurooncol 2007; 84:305-14. [PMID: 17492401 DOI: 10.1007/s11060-007-9375-6] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2006] [Accepted: 03/12/2007] [Indexed: 10/23/2022]
Abstract
BACKGROUND The aim of this study was to evaluate the value of [11C] methionine (MET) and [18F] fluorodeoxyglucose (FDG) PET in the follow-up of glioblastoma multiforme (GBM). PATIENTS AND METHODS After surgical and/or conservative treatment, 28 patients (pts) with GBM underwent FDG and MET PET on average 12.7 months after the diagnosis had been established. Scans were evaluated visually and by calculating the maximal tumor SUV as well as the ratio of tumor vs. contralateral region (RTu). The degree of tracer uptake was compared with survival time, disease duration and MRI findings. RESULTS The mean overall duration of survival was 12.7 months. The patients were divided into two groups: those that survived less than 12 months and those that survived longer than 12 months. Focally increased uptake was revealed by MET PET in 24 patients and by FDG PET in 2 patients. On MRI scans, viable tumor tissue was suspected in 18 patients. No correlations were registered between FDG/MET uptake and survival time or disease duration respectively; Kaplan-Meier calculations were negative in this regard. Similarly, negative results were obtained in subgroups of patients who had undergone microsurgical resection and whose disease was at least of 6 months' duration, and additionally in a subgroup who had undergone their last treatment longer than 6 months ago. With respect to survival groups, a positive MET PET was associated with a sensitivity of 86% and a specificity of 8%. SUV and RTu values did not differ between patients with positive or negative MRI results. CONCLUSIONS In this study FDG PET seems to be of limited value in the work-up of recurrent GBM because of its lower sensitivity than MET PET and the fact that it allows no prediction of the outcome. MET PET visualizes viable tumor tissue without adding any prognostic information and appears to be in no way superior to conventional imaging.
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Affiliation(s)
- Christian Pötzi
- Department of Nuclear Medicine, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
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Kumar RA, Khandelwal N, Sodhi KS, Pathak A, Mittal BR, Radotra BD, Suri S. Comparison Between Contrast-enhanced Magnetic Resonance Imaging and Technetium 99m Glucohepatonic Acid Single Photon Emission Computed Tomography With Histopathologic Correlation in Gliomas. J Comput Assist Tomogr 2006; 30:723-33. [PMID: 16954918 DOI: 10.1097/01.rct.0000228154.58281.88] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE : To determine and compare the accuracy of contrast-enhanced magnetic resonance imaging (MRI) and Technetium 99m glucohepatonic acid single photon emission computed tomography (Tc-GHA SPECT) in grading of gliomas, compared with neuropathologic findings. MATERIALS AND METHODS : The study included 20 adult patients (13 men and 7 women) with clinical/radiological suspicion of brain tumor (glial tumor) who were subjected to magnetic resonance examination and Tc-GHA brain SPECT.The lesions were evaluated by using MRI imaging score, based on 9 MRI criteria. Based on the discrimination threshold of 0.9 for mean MRI score, the gliomas were graded as low- or high-grade glioma. The Tc-GHA SPECT retention index was calculated as the ratio between delayed and early uptake ratios. Based on the discrimination threshold of 1 for Tc-GHA SPECT retention index, the gliomas were graded as low- or high-grade glioma.The diagnosis was verified by means of histopathologic examination in all patients (open surgery in 19 patients and stereotactic biopsy in 1 patient). Correlation between MRI findings/scores, SPECT scores, and histopathologic grades was done in all the patients, and comparison between MRI and Tc-GHA SPECT was made using paired Student t test and correlation coefficient. RESULTS : The study revealed significant difference between the mean MRI scores and early uptake ratio, delayed uptake ratio, and retention index of low-grade (grades I-II) and high-grade (grades III-IV) gliomas. No statistically significant difference could be demonstrated between the abilities of contrast-enhanced MRI and Tc-GHA SPECT to allow differentiation between high- and low-grade gliomas. The accuracy of MRI (78.4%), however, was slightly higher than that of Tc-GHA SPECT (73.68%). However, Tc-GHA SPECT allowed differentiation between high-grade gliomas (between grades III and IV gliomas). CONCLUSIONS : The accuracy of contrast-enhanced MRI in the distinction of high- and low-grade malignancy was higher than that of Tc-GHA SPECT. The performance of Tc-GHA SPECT adds little in determining tumor grade when MRI is performed. However, it may act as a useful adjunct to differentiate between grades III and IV gliomas.
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Affiliation(s)
- R Ashok Kumar
- Department of Radiodiagnosis and Imaging, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Vander Borght T, Asenbaum S, Bartenstein P, Halldin C, Kapucu O, Van Laere K, Varrone A, Tatsch K. EANM procedure guidelines for brain tumour imaging using labelled amino acid analogues. Eur J Nucl Med Mol Imaging 2006; 33:1374-80. [PMID: 16932934 DOI: 10.1007/s00259-006-0206-3] [Citation(s) in RCA: 92] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- T Vander Borght
- Nuclear Medicine Division, Mont-Godinne Medical Center, University Catholique de Louvain, Louvain, Belgium
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Galanaud D, Nicoli F, Chinot O, Confort-Gouny S, Figarella-Branger D, Roche P, Fuentès S, Le Fur Y, Ranjeva JP, Cozzone PJ. Noninvasive diagnostic assessment of brain tumors using combined in vivo MR imaging and spectroscopy. Magn Reson Med 2006; 55:1236-45. [PMID: 16680716 DOI: 10.1002/mrm.20886] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
To determine the potential value of multimodal MRI for the presurgical management of patients with brain tumors, we performed combined magnetic resonance imaging (MRI) and proton MR spectroscopy (MRS) in 164 patients who presented with tumors of various histological subtypes confirmed by surgical biopsy. Univariate statistical analysis of metabolic ratios carried out on the first 121 patients demonstrated significant differences in between-group comparisons, but failed to provide sufficiently robust classification of individual cases. However, a multivariate statistical approach correctly classified the tumors using linear discriminant analysis (LDA) of combined MRI and MRS data. After initial separation of contrast-enhancing and non-contrast-enhancing lesions, 91% of the former and 87% of the latter were correctly classified. The results were stable when this diagnostic strategy was tested on the additional 43 patients included for validation after the initial statistical analysis, with over 90% of correct classification. Combined MRI and MRS had superior diagnostic value compared to MRS alone, especially in the contrast-enhancing group. This study shows the clinical value of a multivariate statistical analysis based on multimodal MRI and MRS for the noninvasive evaluation of intracranial tumors.
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Affiliation(s)
- Damien Galanaud
- Centre de Résonance Magnétique Biologique et Médicale, UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée and Hôpital de La Timone, Marseille, France
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Hellwig D, Ketter R, Romeike BFM, Sell N, Schaefer A, Moringlane JR, Kirsch CM, Samnick S. Validation of brain tumour imaging with p-[123I]iodo-l-phenylalanine and SPECT. Eur J Nucl Med Mol Imaging 2005; 32:1041-9. [PMID: 15902439 DOI: 10.1007/s00259-005-1807-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2005] [Accepted: 03/03/2005] [Indexed: 10/25/2022]
Abstract
PURPOSE The aims of this prospective study were to validate single-photon emission computed tomography (SPECT) with p-[(123)I]iodo-L-phenylalanine (IPA) in brain tumours and to evaluate its potential for the characterisation of indeterminate brain lesions. METHODS In 45 patients with indeterminate brain lesions or suspected progression of glioma, amino acid uptake was studied using IPA-SPECT and compared with the final diagnosis established by biopsy or serial imaging. After image fusion of IPA-SPECT and magnetic resonance imaging, the presence of tumour was visually determined by two independent observers. IPA uptake was quantified as the ratio between maximum uptake in the suspicious lesion and mean uptake in unaffected brain. RESULTS Primary brain tumours were present in 35 cases (12 low-grade and 23 high-grade gliomas). Non-neoplastic brain lesions were confirmed in seven cases (three dysplasias, three inflammatory lesions, one lesion after effective therapy). Visual analysis showed a high concordance between the two observers (kappa=0.90, p<0.001), with sensitivity and specificity of 86% and 100% for the discrimination of primary brain tumours and non-neoplastic lesions. At 30 min p.i., IPA uptake in primary brain tumours was higher than that in non-neoplastic lesions (1.70+/-0.36 vs 1.14+/-0.18, p<0.05). Brain metastases showed no increased uptake (1.13+/-0.22, n=3). The persistent retention of IPA in low-grade gliomas without disruption of the blood-brain barrier was visualised up to 24 h p.i. Low-grade and high-grade gliomas showed equivalent IPA uptake (1.72+/-0.37 vs 1.67+/-0.36 at 30 min, p=0.745). CONCLUSION IPA shows long and specific retention in gliomas. IPA is a promising and safe radiopharmaceutical for the visualisation of gliomas and the characterisation of indeterminate brain lesions.
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Affiliation(s)
- Dirk Hellwig
- Department of Nuclear Medicine, Saarland University Medical Center, 66421 Homburg/Saar, Germany.
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19
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Weckesser M, Langen KJ, Rickert CH, Kloska S, Straeter R, Hamacher K, Kurlemann G, Wassmann H, Coenen HH, Schober O. O-(2-[18F]fluorethyl)-L-tyrosine PET in the clinical evaluation of primary brain tumours. Eur J Nucl Med Mol Imaging 2005; 32:422-9. [PMID: 15650870 DOI: 10.1007/s00259-004-1705-8] [Citation(s) in RCA: 156] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2004] [Accepted: 09/12/2004] [Indexed: 11/29/2022]
Abstract
PURPOSE The aim of this study was to evaluate the differential uptake of O-(2-[18F]fluorethyl)-L-tyrosine (FET) in suspected primary brain tumours. METHODS Positron emission tomography (PET) was performed in 44 patients referred for the evaluation of a suspected brain tumour. Acquisition consisted of four 10-min frames starting upon i.v. injection of FET. Tumour uptake was calculated as the ratio of maximal tumour intensity to mean activity within a reference region (FETmax). RESULTS FET uptake above the cortical level was observed in 35/44 lesions. All histologically confirmed gliomas and many other lesions showed FET uptake to a variable extent. No uptake was observed in nine lesions (one inflammatory lesion, one dysembryoplastic neuroepithelial tumour, one mature teratoma, six lesions without histological confirmation). An analysis of uptake dynamics was done in the patients with increased FET uptake (22 gliomas, three lymphomas, three non-neoplastic lesions, three lesions with unknown histology and four other primaries). Upon classification of tumours into low (i.e. WHO I and II) and high grade (i.e. WHO III and IV), a significant difference in FETmax between the two categories was observed only in the first image frame (0-10 min p.i.), with FETmax=2.0 in low-grade and 3.2 in high-grade tumours (p<0.05); no significant differences were found in frame 4 (30-40 min p.i.), with FETmax=2.4 vs 2.7. Similar results were obtained when the analysis was applied only to astrocytic tumours (2.0 vs 3.1 in the first frame; 2.4 vs 2.6 in the fourth frame). CONCLUSION These initial results indicate that FET PET is a useful method to identify malignant brain lesions. It appears that high- and low-grade brain tumours exhibit a different uptake kinetics of FET. A kinetic analysis of FET PET may provide additional information in the differentiation of suspected brain lesions.
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Affiliation(s)
- M Weckesser
- Department of Nuclear Medicine, Münster University, Albert-Schweitzer-Strasse 33, 48149, Münster, Germany.
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Matte G, Sangster SM, Acker M, Hudgins M, Too CKL. Characterization of 123I-iodo-α-methyltyrosine transport in rat lymphoma cells. Nucl Med Biol 2005; 32:67-73. [PMID: 15691663 DOI: 10.1016/j.nucmedbio.2004.07.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2004] [Revised: 07/14/2004] [Accepted: 07/22/2004] [Indexed: 11/19/2022]
Abstract
(123)I-Iodo-alpha-methyltyrosine (IMT) transport into lymphomas has not been fully characterized. In rat Nb2-11C and Nb2-Sp lymphoma cell lines, linear uptake of (123)I-IMT occurred rapidly within 5-10 min. Eadie-Hoftee plots of (123)I-IMT uptake gave apparent Km's of 8.34+/-1.17 and 9.64+/-1.05 microM for Nb2-11C and Nb2-Sp cells, respectively, and involved the L and B(0,+) systems. In lymphoma-bearing rats, injected (123)I-IMT accumulated rapidly in the primary tumors but gave a low tumor-to-background ratio of 2:1. (123)I-IMT was transported rapidly into lymphoma cells both in vitro and in vivo, but low target-to-nontarget ratio may not make (123)I-IMT practical for scanning in vivo.
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Affiliation(s)
- Gilbert Matte
- Department of Diagnostic Imaging, QEII Health Sciences Centre, 1278 Tower Road, VG Site, Halifax, Nova Scotia, B3H 2Y9, Canada.
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Riemann B, Schober O. Proliferation-dependent changes in amino acid transport and glucose metabolism in glioma cell lines. Eur J Nucl Med Mol Imaging 2004; 32:369-70; author reply 371. [PMID: 15616865 DOI: 10.1007/s00259-004-1716-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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22
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Van Laere K, Ceyssens S, Van Calenbergh F, de Groot T, Menten J, Flamen P, Bormans G, Mortelmans L. Direct comparison of 18F-FDG and 11C-methionine PET in suspected recurrence of glioma: sensitivity, inter-observer variability and prognostic value. Eur J Nucl Med Mol Imaging 2004; 32:39-51. [PMID: 15309329 DOI: 10.1007/s00259-004-1564-3] [Citation(s) in RCA: 133] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2004] [Accepted: 03/30/2004] [Indexed: 10/26/2022]
Abstract
PURPOSE 18F-fluorodeoxyglucose (FDG) and 11C-methionine (MET) PET imaging studies allow the investigation of metabolism and amino acid transport in brain tumours. Their (relative) usefulness and prognostic value in suspected recurrence or progression of primary brain tumours after previous therapy is an issue of debate. The aim of this study was to compare directly both radioligands in this setting. METHODS Cerebral uptake of FDG and MET was determined sequentially on the same day in 30 patients (21 males, nine females; age 40.4+/-15.6 years), on average 4.0 years (range 0.1-18) after therapy for a primary brain tumour (23 grade II-IV astrocytomas, four oligodendrogliomas and three mixed oligo-astrocytomas). Images were acquired on a Siemens HR+ dedicated PET camera. Two observers scored FDG and MET scans independently. Semi-quantitative indices defined by the tumour (maximum)-to-background ratio were calculated based on manual ROI delineation and by using MET ROIs for FDG after automated co-registration. Patient follow-up was conducted until the last contact with inconspicuous clinical findings (average 41 months, range 12-62 months after PET) [(n=10)] or until death (n=20). RESULTS Overall median survival was 15.0 months. MET showed pathologically increased uptake in 28/30 scans, and FDG in 17/30. The inter-observer agreement was 100% for MET and 73% for FDG. Using Kaplan-Meier survival analysis, significant differences were found for both FDG (cut-off 0.8, log-rank p=0.007) and MET (cut-off 2.2, log-rank p=0.014). The combination of FDG and MET information resulted in the highest prognostic accuracy (p=0.003), while MET alone was the best prognostic predictor in the subgroup of patients with primary astrocytoma (n=23). CONCLUSION FDG and MET PET studies provide complementary prognostic information in patients with suspected brain tumour recurrence or progression after primary therapy. MET is considered the single agent of choice in the evaluation of these patients because of its sensitivity and clearer delineation of the suspected recurrence.
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Affiliation(s)
- Koen Van Laere
- Division of Nuclear Medicine, University Hospital Leuven, Herestraat 49, 3000, Leuven, Belgium.
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Smith GT, Isidoro F, Thie JA, Hubner KF. Optimal diagnosis by using two-marker studies. Radiology 2003; 228:292-3; author reply 293. [PMID: 12832591 DOI: 10.1148/radiol.2281030077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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