Skip to main content
Top
Published in: European Journal of Nuclear Medicine and Molecular Imaging 6/2020

Open Access 01-06-2020 | Glioma | Original Article

Simultaneous FET-PET and contrast-enhanced MRI based on hybrid PET/MR improves delineation of tumor spatial biodistribution in gliomas: a biopsy validation study

Authors: Shuangshuang Song, Ye Cheng, Jie Ma, Leiming Wang, Chengyan Dong, Yukui Wei, Geng Xu, Yang An, Zhigang Qi, Qingtang Lin, Jie Lu

Published in: European Journal of Nuclear Medicine and Molecular Imaging | Issue 6/2020

Login to get access

Abstract

Purpose

Glioma treatment planning requires precise tumor delineation, which is typically performed with contrast-enhanced (CE) MRI. However, CE MRI fails to reflect the entire extent of glioma. O-(2-18F-fluoroethyl)-L-tyrosine (18F-FET) PET may detect tumor volumes missed by CE MRI. We investigated the clinical value of simultaneous FET-PET and CE MRI in delineating tumor extent before treatment planning. Guided stereotactic biopsy was used to validate the findings.

Methods

Conventional MRI and 18F-FET PET were performed simultaneously on a hybrid PET/MR in 33 patients with histopathologically confirmed glioma. Tumor volumes were quantified using a tumor-to-brain ratio ≥ 1.6 (VPET) and a visual threshold (VCE). We visually assessed abnormal areas on FLAIR images and calculated Dice’s coefficient (DSC), overlap volume (OV), discrepancy-PET, and discrepancy-CE. Additionally, several stereotactic biopsy samples were taken from “matched” or “mismatched” FET-PET and CE MRI regions.

Results

Among 31 patients (93.94%), FET-PET delineated significantly larger tumor volumes than CE MRI (77.84 ± 51.74 cm3 vs. 34.59 ± 27.07 cm3, P < 0.05). Of the 21 biopsy samples obtained from regions with increased FET uptake, all were histopathologically confirmed as glioma tissue or tumor infiltration, whereas only 13 showed enhancement on CE MRI. Among all patients, the spatial similarity between VPET and VCE was low (average DSC 0.56 ± 0.22), while the overlap was high (average OV 0.95 ± 0.08). The discrepancy-CE and discrepancy-PET were lower than 10% in 28 and 0 patients, respectively. Eleven patients showed VPET partially beyond abnormal signal areas on FLAIR images.

Conclusion

The metabolically active biodistribution of gliomas delineated with FET-PET significantly exceeds tumor volume on CE MRI, and histopathology confirms these findings. Our preliminary results indicate that combining the anatomic and molecular information obtained from conventional MRI and FET-PET would reveal a more accurate glioma extent, which is critical for individualized treatment planning.
Appendix
Available only for authorised users
Literature
1.
go back to reference Stupp R, Hegi ME, Mason WP, et al. Effects of radiotherapy with concomitant and adjuvant temozolomide versus radiotherapy alone on survival in glioblastoma in a randomised phase III study: 5-year analysis of the EORTC-NCIC trial. Lancet Oncol. 2009;10(5):459–66.PubMedCrossRef Stupp R, Hegi ME, Mason WP, et al. Effects of radiotherapy with concomitant and adjuvant temozolomide versus radiotherapy alone on survival in glioblastoma in a randomised phase III study: 5-year analysis of the EORTC-NCIC trial. Lancet Oncol. 2009;10(5):459–66.PubMedCrossRef
2.
go back to reference Stupp R, Mason WP, van den Bent MJ, et al. Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med. 2005;352(10):987–96.CrossRefPubMed Stupp R, Mason WP, van den Bent MJ, et al. Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med. 2005;352(10):987–96.CrossRefPubMed
3.
go back to reference Herrlinger U, Tzaridis T, Mack F, et al. Lomustine-temozolomide combination therapy versus standard temozolomide therapy in patients with newly diagnosed glioblastoma with methylated MGMT promoter (CeTeG/NOA–09): a randomised, open-label, phase 3 trial. Lancet. 2019;393(10172):678–88.PubMedCrossRef Herrlinger U, Tzaridis T, Mack F, et al. Lomustine-temozolomide combination therapy versus standard temozolomide therapy in patients with newly diagnosed glioblastoma with methylated MGMT promoter (CeTeG/NOA–09): a randomised, open-label, phase 3 trial. Lancet. 2019;393(10172):678–88.PubMedCrossRef
4.
go back to reference Stupp R, Taillibert S, Kanner A, et al. Effect of tumor-treating fields plus maintenance temozolomide vs maintenance temozolomide alone on survival in patients with glioblastoma. JAMA. 2017;318(23):2306–16.PubMedPubMedCentralCrossRef Stupp R, Taillibert S, Kanner A, et al. Effect of tumor-treating fields plus maintenance temozolomide vs maintenance temozolomide alone on survival in patients with glioblastoma. JAMA. 2017;318(23):2306–16.PubMedPubMedCentralCrossRef
5.
go back to reference Lacroix M, Abi-Said D, Fourney DR, et al. A multivariate analysis of 416 patients with glioblastoma multiforme: prognosis, extent of resection, and survival. J Neurosurg. 2001;95(2):190–8.PubMedCrossRef Lacroix M, Abi-Said D, Fourney DR, et al. A multivariate analysis of 416 patients with glioblastoma multiforme: prognosis, extent of resection, and survival. J Neurosurg. 2001;95(2):190–8.PubMedCrossRef
6.
go back to reference Hervey-Jumper SL, Berger MS. Maximizing safe resection of low- and high-grade glioma. J Neuro-Oncol. 2016;130(2):269–82.CrossRef Hervey-Jumper SL, Berger MS. Maximizing safe resection of low- and high-grade glioma. J Neuro-Oncol. 2016;130(2):269–82.CrossRef
7.
go back to reference Thust SC, Hassanein S, Bisdas S, et al. Apparent diffusion coefficient for molecular subtyping of non-gadolinium-enhancing WHO grade II/III glioma: volumetric segmentation versus two-dimensional region of interest analysis. Eur Radiol. 2018;28(9):3779–88.PubMedPubMedCentralCrossRef Thust SC, Hassanein S, Bisdas S, et al. Apparent diffusion coefficient for molecular subtyping of non-gadolinium-enhancing WHO grade II/III glioma: volumetric segmentation versus two-dimensional region of interest analysis. Eur Radiol. 2018;28(9):3779–88.PubMedPubMedCentralCrossRef
8.
go back to reference Englander ZK, Horenstein CI, Bowden SG, et al. Extent of BOLD vascular dysregulation is greater in diffuse gliomas without isocitrate dehydrogenase 1 R132H mutation. Radiology. 2018;287(3):965–72.PubMedCrossRef Englander ZK, Horenstein CI, Bowden SG, et al. Extent of BOLD vascular dysregulation is greater in diffuse gliomas without isocitrate dehydrogenase 1 R132H mutation. Radiology. 2018;287(3):965–72.PubMedCrossRef
9.
go back to reference Paech D, Windschuh J, Oberhollenzer J, et al. Assessing the predictability of IDH mutation and MGMT methylation status in glioma patients using relaxation-compensated multipool CEST MRI at 7.0 T. Neuro-Oncology. 2018;20(12):1661–71.PubMedPubMedCentralCrossRef Paech D, Windschuh J, Oberhollenzer J, et al. Assessing the predictability of IDH mutation and MGMT methylation status in glioma patients using relaxation-compensated multipool CEST MRI at 7.0 T. Neuro-Oncology. 2018;20(12):1661–71.PubMedPubMedCentralCrossRef
10.
go back to reference Haider SA, Lim S, Kalkanis SN, et al. The impact of 5-aminolevulinic acid on extent of resection in newly diagnosed high grade gliomas: a systematic review and single institutional experience. J Neuro-Oncol. 2019;141(3):507–15.CrossRef Haider SA, Lim S, Kalkanis SN, et al. The impact of 5-aminolevulinic acid on extent of resection in newly diagnosed high grade gliomas: a systematic review and single institutional experience. J Neuro-Oncol. 2019;141(3):507–15.CrossRef
11.
go back to reference Albert NL, Weller M, Suchorska B, et al. Response assessment in Neuro-Oncology working group and European Association for Neuro-Oncology recommendations for the clinical use of PET imaging in gliomas. Neuro-Oncology. 2016;18(9):1199–208.PubMedPubMedCentralCrossRef Albert NL, Weller M, Suchorska B, et al. Response assessment in Neuro-Oncology working group and European Association for Neuro-Oncology recommendations for the clinical use of PET imaging in gliomas. Neuro-Oncology. 2016;18(9):1199–208.PubMedPubMedCentralCrossRef
12.
go back to reference Pafundi DH, Laack NN, Youland RS, et al. Biopsy validation of F-18-DOPA PET and biodistribution in gliomas for neurosurgical planning and radiotherapy target delineation: results of a prospective pilot study. Neuro-Oncology. 2013;15(8):1058–67.PubMedPubMedCentralCrossRef Pafundi DH, Laack NN, Youland RS, et al. Biopsy validation of F-18-DOPA PET and biodistribution in gliomas for neurosurgical planning and radiotherapy target delineation: results of a prospective pilot study. Neuro-Oncology. 2013;15(8):1058–67.PubMedPubMedCentralCrossRef
13.
go back to reference Pirotte, Benoit JM, Levivier, et al. Positron emission tomography-guided volumetric resection of supratentorial high-grade gliomas: a survival analysis in 66 consecutive patients. Neurosurgery. 2009;64(3):471–81.PubMedCrossRef Pirotte, Benoit JM, Levivier, et al. Positron emission tomography-guided volumetric resection of supratentorial high-grade gliomas: a survival analysis in 66 consecutive patients. Neurosurgery. 2009;64(3):471–81.PubMedCrossRef
14.
go back to reference Filss CP, Galldiks N, Stoffels G, et al. Comparison of 18F-FET PET and perfusion-weighted MR imaging: a PET/MR imaging hybrid study in patients with brain tumors. J Nucl Med. 2014;55(4):540–5.PubMedCrossRef Filss CP, Galldiks N, Stoffels G, et al. Comparison of 18F-FET PET and perfusion-weighted MR imaging: a PET/MR imaging hybrid study in patients with brain tumors. J Nucl Med. 2014;55(4):540–5.PubMedCrossRef
15.
go back to reference Albert NL, Winkelmann I, Suchorska B, et al. Early static 18F-FET-PET scans have a higher accuracy for glioma grading than the standard 20–40 min scans. Eur J Nucl Med Mol Imaging. 2016;43(6):1105–14.PubMedCrossRef Albert NL, Winkelmann I, Suchorska B, et al. Early static 18F-FET-PET scans have a higher accuracy for glioma grading than the standard 20–40 min scans. Eur J Nucl Med Mol Imaging. 2016;43(6):1105–14.PubMedCrossRef
16.
go back to reference Kunz M, Thon N, Eigenbrod S, et al. Hot spots in dynamic (FET)-F-18-PET delineate malignant tumor parts within suspected WHO grade II gliomas. Neuro-Oncology. 2011;13(3):307–16.PubMedPubMedCentralCrossRef Kunz M, Thon N, Eigenbrod S, et al. Hot spots in dynamic (FET)-F-18-PET delineate malignant tumor parts within suspected WHO grade II gliomas. Neuro-Oncology. 2011;13(3):307–16.PubMedPubMedCentralCrossRef
17.
go back to reference Law I, Albert NL, Arbizu J, et al. Joint EANM/EANO/RANO practice guidelines/SNMMI procedure standards for imaging of gliomas using PET with radiolabelled amino acids and [18F]FDG: version 1.0. Eur J Nucl Med Mol Imaging. 2018;46(3):540–57.PubMedPubMedCentralCrossRef Law I, Albert NL, Arbizu J, et al. Joint EANM/EANO/RANO practice guidelines/SNMMI procedure standards for imaging of gliomas using PET with radiolabelled amino acids and [18F]FDG: version 1.0. Eur J Nucl Med Mol Imaging. 2018;46(3):540–57.PubMedPubMedCentralCrossRef
18.
go back to reference Langen K, Watts C. Amino acid PET for brain tumours - ready for the clinic? Nat Rev Neurol. 2016;12(7):375–6.PubMedCrossRef Langen K, Watts C. Amino acid PET for brain tumours - ready for the clinic? Nat Rev Neurol. 2016;12(7):375–6.PubMedCrossRef
19.
go back to reference Arbizu J, Tejada S, Marti-Climent JM, et al. Quantitative volumetric analysis of gliomas with sequential MRI and 11C-methionine PET assessment: patterns of integration in therapy planning. Eur J Nucl Med Mol Imaging. 2012;39(5):771–81.PubMedCrossRef Arbizu J, Tejada S, Marti-Climent JM, et al. Quantitative volumetric analysis of gliomas with sequential MRI and 11C-methionine PET assessment: patterns of integration in therapy planning. Eur J Nucl Med Mol Imaging. 2012;39(5):771–81.PubMedCrossRef
20.
go back to reference Galldiks N, Langen KJ, Holy R, et al. Assessment of treatment response in patients with glioblastoma using O-(2-18F-fluoroethyl)-L-tyrosine PET in comparison to MRI. J Nucl Med. 2012;53(7):1048–57.PubMedCrossRef Galldiks N, Langen KJ, Holy R, et al. Assessment of treatment response in patients with glioblastoma using O-(2-18F-fluoroethyl)-L-tyrosine PET in comparison to MRI. J Nucl Med. 2012;53(7):1048–57.PubMedCrossRef
21.
go back to reference Langen K, Stoffels G, Filss C, et al. Imaging of amino acid transport in brain tumours: positron emission tomography with O-(2-[ 18 F]fluoroethyl)- L -tyrosine (FET). Methods. 2017;130:124–34.PubMedCrossRef Langen K, Stoffels G, Filss C, et al. Imaging of amino acid transport in brain tumours: positron emission tomography with O-(2-[ 18 F]fluoroethyl)- L -tyrosine (FET). Methods. 2017;130:124–34.PubMedCrossRef
22.
go back to reference Miwa K. Discrepancy between lesion distributions on methionine PET and MR images in patients with glioblastoma multiforme: insight from a PET and MR fusion image study. J Neurol Neurosurg Psychiatry. 2004;75(10):1457–62.PubMedPubMedCentralCrossRef Miwa K. Discrepancy between lesion distributions on methionine PET and MR images in patients with glioblastoma multiforme: insight from a PET and MR fusion image study. J Neurol Neurosurg Psychiatry. 2004;75(10):1457–62.PubMedPubMedCentralCrossRef
23.
go back to reference Lohmann P, Stavrinou P, Lipke K, et al. FET PET reveals considerable spatial differences in tumour burden compared to conventional MRI in newly diagnosed glioblastoma. Eur J Nucl Med Mol Imaging. 2019;46(3):591–602.PubMedCrossRef Lohmann P, Stavrinou P, Lipke K, et al. FET PET reveals considerable spatial differences in tumour burden compared to conventional MRI in newly diagnosed glioblastoma. Eur J Nucl Med Mol Imaging. 2019;46(3):591–602.PubMedCrossRef
24.
go back to reference Hamacher K, Coenen HH. Efficient routine production of the F-18-labelled amino acid O-(2-[F-18]fluoroethyl)-L-tyrosine. Appl Radiat Isotopes. 2002;57(6):853–6.CrossRef Hamacher K, Coenen HH. Efficient routine production of the F-18-labelled amino acid O-(2-[F-18]fluoroethyl)-L-tyrosine. Appl Radiat Isotopes. 2002;57(6):853–6.CrossRef
25.
go back to reference Ter Voert EEGW, Veit-Haibach P, et al. Clinical evaluation of TOF versus non-TOF on PET artifacts in simultaneous PET/MR: a dual centre experience. Eur J Nucl Med Mol Imaging. 2017;44(7):1223–33.PubMedCrossRef Ter Voert EEGW, Veit-Haibach P, et al. Clinical evaluation of TOF versus non-TOF on PET artifacts in simultaneous PET/MR: a dual centre experience. Eur J Nucl Med Mol Imaging. 2017;44(7):1223–33.PubMedCrossRef
26.
go back to reference Galldiks N, Ullrich R, Schroeter M, et al. Volumetry of [11C]-methionine PET uptake and MRI contrast enhancement in patients with recurrent glioblastoma multiforme. Eur J Nucl Med Mol Imaging. 2010;37(1):84–92.PubMedCrossRef Galldiks N, Ullrich R, Schroeter M, et al. Volumetry of [11C]-methionine PET uptake and MRI contrast enhancement in patients with recurrent glioblastoma multiforme. Eur J Nucl Med Mol Imaging. 2010;37(1):84–92.PubMedCrossRef
27.
go back to reference Munck Af Rosenschold P, Costa J, Engelholm SA, et al. Impact of [18F]-fluoro-ethyl-tyrosine PET imaging on target definition for radiation therapy of high-grade glioma. Neuro-Oncology. 2015;17(5):757–63.PubMedCrossRef Munck Af Rosenschold P, Costa J, Engelholm SA, et al. Impact of [18F]-fluoro-ethyl-tyrosine PET imaging on target definition for radiation therapy of high-grade glioma. Neuro-Oncology. 2015;17(5):757–63.PubMedCrossRef
28.
go back to reference Pauleit D. O-(2-[18F]fluoroethyl)-L-tyrosine PET combined with MRI improves the diagnostic assessment of cerebral gliomas. Brain. 2005;128(3):678–87.PubMedCrossRef Pauleit D. O-(2-[18F]fluoroethyl)-L-tyrosine PET combined with MRI improves the diagnostic assessment of cerebral gliomas. Brain. 2005;128(3):678–87.PubMedCrossRef
29.
go back to reference Henriksen OM, Larsen VA, Muhic A, et al. Simultaneous evaluation of brain tumour metabolism, structure and blood volume using [18F]-fluoroethyltyrosine (FET) PET/MRI: feasibility, agreement and initial experience. Eur J Nucl Med Mol Imaging. 2016;43(1):103–12.PubMedCrossRef Henriksen OM, Larsen VA, Muhic A, et al. Simultaneous evaluation of brain tumour metabolism, structure and blood volume using [18F]-fluoroethyltyrosine (FET) PET/MRI: feasibility, agreement and initial experience. Eur J Nucl Med Mol Imaging. 2016;43(1):103–12.PubMedCrossRef
30.
go back to reference Besemer AE, Titz B, Grudzinski JJ, et al. Impact of PET and MRI threshold-based tumor volume segmentation on patient-specific targeted radionuclide therapy dosimetry using CLR1404. Phys Med Biol. 2017;62(15):6008–25.PubMedPubMedCentralCrossRef Besemer AE, Titz B, Grudzinski JJ, et al. Impact of PET and MRI threshold-based tumor volume segmentation on patient-specific targeted radionuclide therapy dosimetry using CLR1404. Phys Med Biol. 2017;62(15):6008–25.PubMedPubMedCentralCrossRef
31.
go back to reference De Benedictis A, Trezza A, Carai A, et al. Robot-assisted procedures in pediatric neurosurgery. Neurosurg Focus. 2017;42(5):E7.PubMedCrossRef De Benedictis A, Trezza A, Carai A, et al. Robot-assisted procedures in pediatric neurosurgery. Neurosurg Focus. 2017;42(5):E7.PubMedCrossRef
32.
go back to reference Louis DN, Perry A, Reifenberger G, et al. The 2016 world health organization classification of tumors of the central nervous system: a summary. Acta Neuropathol. 2016;131(6):803–20.PubMedCrossRef Louis DN, Perry A, Reifenberger G, et al. The 2016 world health organization classification of tumors of the central nervous system: a summary. Acta Neuropathol. 2016;131(6):803–20.PubMedCrossRef
33.
go back to reference Galldiks N, Rapp M, Stoffels G, et al. Response assessment of bevacizumab in patients with recurrent malignant glioma using [18F]Fluoroethyl-l-tyrosine PET in comparison to MRI. Eur J Nucl Med Mol Imaging. 2013;40(1):22–33.PubMedCrossRef Galldiks N, Rapp M, Stoffels G, et al. Response assessment of bevacizumab in patients with recurrent malignant glioma using [18F]Fluoroethyl-l-tyrosine PET in comparison to MRI. Eur J Nucl Med Mol Imaging. 2013;40(1):22–33.PubMedCrossRef
34.
go back to reference Wester HJ, Herz M, Weber W, et al. Synthesis and radiopharmacology of O-(2-[F-18]fluoroethyl)-L-tyrosine for tumor imaging. J Nucl Med. 1999;40(1):205–12.PubMed Wester HJ, Herz M, Weber W, et al. Synthesis and radiopharmacology of O-(2-[F-18]fluoroethyl)-L-tyrosine for tumor imaging. J Nucl Med. 1999;40(1):205–12.PubMed
35.
go back to reference Pöpperl G, Kreth FW, Mehrkens JH, et al. FET PET for the evaluation of untreated gliomas: correlation of FET uptake and uptake kinetics with tumour grading. Eur J Nucl Med Mol Imaging. 2007;34(12):1933–42.PubMedCrossRef Pöpperl G, Kreth FW, Mehrkens JH, et al. FET PET for the evaluation of untreated gliomas: correlation of FET uptake and uptake kinetics with tumour grading. Eur J Nucl Med Mol Imaging. 2007;34(12):1933–42.PubMedCrossRef
36.
go back to reference Jansen N, Graute V, Armbruster L, et al. MRI-suspected low-grade glioma: is there a need to perform dynamic FET PET? Eur J Nucl Med Mol Imaging. 2012;39(6):1021–9.PubMedCrossRef Jansen N, Graute V, Armbruster L, et al. MRI-suspected low-grade glioma: is there a need to perform dynamic FET PET? Eur J Nucl Med Mol Imaging. 2012;39(6):1021–9.PubMedCrossRef
37.
go back to reference Ellingson BM, Wen PY, Cloughesy TF. Evidence and context of use for contrast enhancement as a surrogate of disease burden and treatment response in malignant glioma. Neuro-Oncology. 2018;20(4):457–71.PubMedCrossRef Ellingson BM, Wen PY, Cloughesy TF. Evidence and context of use for contrast enhancement as a surrogate of disease burden and treatment response in malignant glioma. Neuro-Oncology. 2018;20(4):457–71.PubMedCrossRef
38.
go back to reference Grosu AL, Weber WA, Riedel E, et al. L-(methyl-11C) methionine positron emission tomography for target delineation in resected high-grade gliomas before radiotherapy. Int J Radiat Oncol. 2005;63(1):64–74.CrossRef Grosu AL, Weber WA, Riedel E, et al. L-(methyl-11C) methionine positron emission tomography for target delineation in resected high-grade gliomas before radiotherapy. Int J Radiat Oncol. 2005;63(1):64–74.CrossRef
39.
go back to reference Piroth MD, Holy R, Pinkawa M, et al. Prognostic impact of postoperative, pre-irradiation 18F-fluoroethyl-l-tyrosine uptake in glioblastoma patients treated with radiochemotherapy. Radiother Oncol. 2011;99(2):218–24.PubMedCrossRef Piroth MD, Holy R, Pinkawa M, et al. Prognostic impact of postoperative, pre-irradiation 18F-fluoroethyl-l-tyrosine uptake in glioblastoma patients treated with radiochemotherapy. Radiother Oncol. 2011;99(2):218–24.PubMedCrossRef
40.
go back to reference Suchorska B, Jansen NL, Linn J, et al. Biological tumor volume in 18FET-PET before radiochemotherapy correlates with survival in GBM. Neurology. 2015;84(7):710–9.PubMedCrossRef Suchorska B, Jansen NL, Linn J, et al. Biological tumor volume in 18FET-PET before radiochemotherapy correlates with survival in GBM. Neurology. 2015;84(7):710–9.PubMedCrossRef
41.
go back to reference Smith JS, Chang EF, Lamborn KR, et al. Role of extent of resection in the long-term outcome of low-grade hemispheric gliomas. J Clin Oncol. 2008;26(8):1338–45.PubMedCrossRef Smith JS, Chang EF, Lamborn KR, et al. Role of extent of resection in the long-term outcome of low-grade hemispheric gliomas. J Clin Oncol. 2008;26(8):1338–45.PubMedCrossRef
42.
go back to reference Poulsen SH, Urup T, Grunnet K, et al. The prognostic value of FET PET at radiotherapy planning in newly diagnosed glioblastoma. Eur J Nucl Med Mol Imaging. 2017;44(3):373–81.PubMedCrossRef Poulsen SH, Urup T, Grunnet K, et al. The prognostic value of FET PET at radiotherapy planning in newly diagnosed glioblastoma. Eur J Nucl Med Mol Imaging. 2017;44(3):373–81.PubMedCrossRef
Metadata
Title
Simultaneous FET-PET and contrast-enhanced MRI based on hybrid PET/MR improves delineation of tumor spatial biodistribution in gliomas: a biopsy validation study
Authors
Shuangshuang Song
Ye Cheng
Jie Ma
Leiming Wang
Chengyan Dong
Yukui Wei
Geng Xu
Yang An
Zhigang Qi
Qingtang Lin
Jie Lu
Publication date
01-06-2020
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Nuclear Medicine and Molecular Imaging / Issue 6/2020
Print ISSN: 1619-7070
Electronic ISSN: 1619-7089
DOI
https://doi.org/10.1007/s00259-019-04656-2

Other articles of this Issue 6/2020

European Journal of Nuclear Medicine and Molecular Imaging 6/2020 Go to the issue

Letter to the Editor

18F-FDG PET/CT and COVID-19