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

21.12.2019 | Original Article

18F-Fluorocholine PET uptake correlates with pathologic evidence of recurrent tumor after stereotactic radiosurgery for brain metastases

verfasst von: Milan Grkovski, Zachary A. Kohutek, Heiko Schöder, Cameron W. Brennan, Viviane S. Tabar, Philip H. Gutin, Zhigang Zhang, Robert J. Young, Bradley J. Beattie, Pat B. Zanzonico, Jason T. Huse, Marc K. Rosenblum, Ronald G. Blasberg, John L. Humm, Kathryn Beal

Erschienen in: European Journal of Nuclear Medicine and Molecular Imaging | Ausgabe 6/2020

Einloggen, um Zugang zu erhalten

Abstract

Purpose

Radiographic changes of brain metastases after stereotactic radiosurgery (SRS) can signify tumor recurrence and/or radiation necrosis (RN); however, standard imaging modalities cannot easily distinguish between these two entities. We investigated whether 18F-Fluorocholine uptake in surgical samples of the resected lesions correlates with pathologic evidence of recurrent tumor and PET imaging.

Methods

About 14 patients previously treated with SRS that developed radiographic changes were included. All patients underwent a preoperative 40-min dynamic PET/CT concurrent with 392 ± 11 MBq bolus injection of 18F-Fluorocholine. 18F-Fluorocholine pharmacokinetics were evaluated by standardized uptake value (SUV), graphical analysis (Patlak plot; KiP) and an irreversible two-compartment model (K1, k2, k3, and Ki). 12 out of 14 patients were administered an additional 72 ± 14 MBq injection of 18F-Fluorocholine 95 ± 26 minutes prior to surgical resection. About 113 resected samples from 12 patients were blindly reviewed by a neuropathologist to assess the viable tumor and necrotic content, microvascular proliferation, reactive gliosis, and mono- and polymorphonuclear inflammatory infiltrates. Correlation between these metrics 18F-Fluorocholine SUV was investigated with a linear mixed model. Comparison of survival distributions of two groups of patients (population median split of PET SUVmax) was performed with the log-rank test.

Results

Exactly 10 out of 12 patients for which surgical samples were acquired exhibited pathologic recurrence. Strong correlation was observed between SUVmax as measured from a surgically removed sample with highest uptake and by PET (Pearson’s r = 0.66). Patients with 18F-Fluorocholine PET SUVmax > 6 experienced poor survival. Surgical samples with viable tumor had higher 18F-fluorocholine uptake (SUV) than those without tumor (4.5 ± 3.7 and 2.6 ± 3.0; p = 0.01). 18F-fluorocholine count data from surgical samples is driven not only by the percentage viable tumor but also by the degree of inflammation and reactive gliosis (p ≤ 0.02; multivariate regression).

Conclusions

18F-Fluorocholine accumulation is increased in viable tumor; however, inflammation and gliosis may also lead to elevated uptake. Higher 18F-Fluorocholine PET uptake portends worse prognosis. Kinetic analysis of dynamic 18F-Fluorocholine PET imaging supports the adequacy of the simpler static SUV metric.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Nayak L, Lee EQ, Wen PY. Epidemiology of brain metastases. Curr Oncol Rep. 2012;14:48–54.CrossRef Nayak L, Lee EQ, Wen PY. Epidemiology of brain metastases. Curr Oncol Rep. 2012;14:48–54.CrossRef
2.
Zurück zum Zitat Patchell RA. The management of brain metastases. Cancer Treat Rev. 2003;29:533–40.CrossRef Patchell RA. The management of brain metastases. Cancer Treat Rev. 2003;29:533–40.CrossRef
3.
Zurück zum Zitat Kohutek ZA, Yamada Y, Chan TA, et al. Long-term risk of radionecrosis and imaging changes after stereotactic radiosurgery for brain metastases. J Neuro-Oncol. 2015;125:149–56.CrossRef Kohutek ZA, Yamada Y, Chan TA, et al. Long-term risk of radionecrosis and imaging changes after stereotactic radiosurgery for brain metastases. J Neuro-Oncol. 2015;125:149–56.CrossRef
4.
Zurück zum Zitat Heper AO, Erden E, Savas A, et al. An analysis of stereotactic biopsy of brain tumors and nonneoplastic lesions: a prospective clinicopathologic study. Surg Neurol. 2005;64:S82–8.CrossRef Heper AO, Erden E, Savas A, et al. An analysis of stereotactic biopsy of brain tumors and nonneoplastic lesions: a prospective clinicopathologic study. Surg Neurol. 2005;64:S82–8.CrossRef
5.
Zurück zum Zitat Kongkham PN, Knifed E, Tamber MS, Bernstein M. Complications in 622 cases of frame-based stereotactic biopsy, a decreasing procedure. Can J Neurol Sci. 2008;35:79–84.CrossRef Kongkham PN, Knifed E, Tamber MS, Bernstein M. Complications in 622 cases of frame-based stereotactic biopsy, a decreasing procedure. Can J Neurol Sci. 2008;35:79–84.CrossRef
6.
Zurück zum Zitat DeGrado TR, Coleman RE, Wang S, et al. Synthesis and evaluation of 18F-labeled choline as an oncologic tracer for positron emission tomography: initial findings in prostate cancer. Cancer Res. 2001;61:110–7.PubMed DeGrado TR, Coleman RE, Wang S, et al. Synthesis and evaluation of 18F-labeled choline as an oncologic tracer for positron emission tomography: initial findings in prostate cancer. Cancer Res. 2001;61:110–7.PubMed
7.
Zurück zum Zitat DeGrado TR, Reiman RE, Price DT, Wang S, Coleman RE. Pharmacokinetics and radiation dosimetry of 18F-fluorocholine. J Nucl Med. 2002;43:92–6.PubMed DeGrado TR, Reiman RE, Price DT, Wang S, Coleman RE. Pharmacokinetics and radiation dosimetry of 18F-fluorocholine. J Nucl Med. 2002;43:92–6.PubMed
8.
Zurück zum Zitat Kwee SA, Ko JP, Jiang CS, Watters MR, Coel MN. Solitary brain lesions enhancing at MR imaging: evaluation with fluorine 18 fluorocholine PET. Radiology. 2007;244:557–65.CrossRef Kwee SA, Ko JP, Jiang CS, Watters MR, Coel MN. Solitary brain lesions enhancing at MR imaging: evaluation with fluorine 18 fluorocholine PET. Radiology. 2007;244:557–65.CrossRef
9.
Zurück zum Zitat Dunphy MPS, Harding JJ, Venneti S, et al. In vivo PET assay of tumor glutamine flux and metabolism: in-human trial of 18F-(2S,4R)-4-Fluoroglutamine. Radiology. 2018;287:667–75.CrossRef Dunphy MPS, Harding JJ, Venneti S, et al. In vivo PET assay of tumor glutamine flux and metabolism: in-human trial of 18F-(2S,4R)-4-Fluoroglutamine. Radiology. 2018;287:667–75.CrossRef
10.
Zurück zum Zitat Grkovski M, Schwartz J, Gönen M, et al. Feasibility of 18F-Fluoromisonidazole kinetic modeling in head and neck cancer using shortened acquisition times. J Nucl Med. 2016;57:334–41.CrossRef Grkovski M, Schwartz J, Gönen M, et al. Feasibility of 18F-Fluoromisonidazole kinetic modeling in head and neck cancer using shortened acquisition times. J Nucl Med. 2016;57:334–41.CrossRef
11.
Zurück zum Zitat Roivainen A, Forsback S, Grönroos T, et al. Blood metabolism of [methyl-11C]choline; implications for in vivo imaging with positron emission tomography. Eur J Nucl Med. 2000;27:25–32.CrossRef Roivainen A, Forsback S, Grönroos T, et al. Blood metabolism of [methyl-11C]choline; implications for in vivo imaging with positron emission tomography. Eur J Nucl Med. 2000;27:25–32.CrossRef
12.
Zurück zum Zitat Kenny LM, Contractor KB, Hinz R, et al. Reproducibility of [11C]choline-positron emission tomography and effect of trastuzumab. Clin Cancer Res. 2010;16:4236–45.CrossRef Kenny LM, Contractor KB, Hinz R, et al. Reproducibility of [11C]choline-positron emission tomography and effect of trastuzumab. Clin Cancer Res. 2010;16:4236–45.CrossRef
13.
Zurück zum Zitat Patlak CS, Blasberg RG, Fenstermacher JD. Graphical evaluation of blood-to-brain transfer constants from multiple-time uptake data. J Cereb Blood Flow Metab. 1983;3:1–7.CrossRef Patlak CS, Blasberg RG, Fenstermacher JD. Graphical evaluation of blood-to-brain transfer constants from multiple-time uptake data. J Cereb Blood Flow Metab. 1983;3:1–7.CrossRef
14.
Zurück zum Zitat Patlak CS, Blasberg RG. Graphical evaluation of blood-to-brain transfer constants from multiple-time uptake data. Generalizations. J Cereb Blood Flow Metab. 1985;5:584–90.CrossRef Patlak CS, Blasberg RG. Graphical evaluation of blood-to-brain transfer constants from multiple-time uptake data. Generalizations. J Cereb Blood Flow Metab. 1985;5:584–90.CrossRef
15.
Zurück zum Zitat Lin NU, Lee EQ, Aoyama H, et al. Response assessment criteria for brain metastases: proposal from the RANO group. Lancet Oncol. 2015;16:e270–8.CrossRef Lin NU, Lee EQ, Aoyama H, et al. Response assessment criteria for brain metastases: proposal from the RANO group. Lancet Oncol. 2015;16:e270–8.CrossRef
16.
Zurück zum Zitat Huguet F, Yorke ED, Davidson M, et al. Modeling pancreatic tumor motion using 4-dimensional computed tomography and surrogate markers. Int J Radiat Oncol Biol Phys. 2015;91:579–87.CrossRef Huguet F, Yorke ED, Davidson M, et al. Modeling pancreatic tumor motion using 4-dimensional computed tomography and surrogate markers. Int J Radiat Oncol Biol Phys. 2015;91:579–87.CrossRef
17.
Zurück zum Zitat Ricci PE, Karis JP, Heiserman JE, Fram EK, Bice AN, Drayer BP. Differentiating recurrent tumor from radiation necrosis: time for re-evaluation of positron emission tomography? AJNR Am J Neuroradiol. 1998;19:407–13.PubMed Ricci PE, Karis JP, Heiserman JE, Fram EK, Bice AN, Drayer BP. Differentiating recurrent tumor from radiation necrosis: time for re-evaluation of positron emission tomography? AJNR Am J Neuroradiol. 1998;19:407–13.PubMed
18.
Zurück zum Zitat Langleben DD, Segall GM. PET in differentiation of recurrent brain tumor from radiation injury. J Nucl Med. 2000;41:1861–7.PubMed Langleben DD, Segall GM. PET in differentiation of recurrent brain tumor from radiation injury. J Nucl Med. 2000;41:1861–7.PubMed
19.
Zurück zum Zitat Chao ST, Suh JH, Raja S, Lee SY, Barnett G. The sensitivity and specificity of FDG PET in distinguishing recurrent brain tumor from radionecrosis in patients treated with stereotactic radiosurgery. Int J Cancer. 2001;96:191–7.CrossRef Chao ST, Suh JH, Raja S, Lee SY, Barnett G. The sensitivity and specificity of FDG PET in distinguishing recurrent brain tumor from radionecrosis in patients treated with stereotactic radiosurgery. Int J Cancer. 2001;96:191–7.CrossRef
20.
Zurück zum Zitat Galldiks N, Stoffels G, Filss CP, et al. Role of O-(2-(18)F-fluoroethyl)-L-tyrosine PET for differentiation of local recurrent brain metastasis from radiation necrosis. J Nucl Med. 2012;53:1367–74.CrossRef Galldiks N, Stoffels G, Filss CP, et al. Role of O-(2-(18)F-fluoroethyl)-L-tyrosine PET for differentiation of local recurrent brain metastasis from radiation necrosis. J Nucl Med. 2012;53:1367–74.CrossRef
21.
Zurück zum Zitat Terakawa Y, Tsuyuguchi N, Iwai Y, et al. Diagnostic accuracy of 11C-methionine PET for differentiation of recurrent brain tumors from radiation necrosis after radiotherapy. J Nucl Med. 2008;49:694–9.CrossRef Terakawa Y, Tsuyuguchi N, Iwai Y, et al. Diagnostic accuracy of 11C-methionine PET for differentiation of recurrent brain tumors from radiation necrosis after radiotherapy. J Nucl Med. 2008;49:694–9.CrossRef
22.
Zurück zum Zitat Sollini M, Sghedoni R, Erba PA, et al. Diagnostic performances of [18F]fluorocholine positron emission tomography in brain tumors. Q J Nucl Med Mol Imaging. 2018;62:209–19.PubMed Sollini M, Sghedoni R, Erba PA, et al. Diagnostic performances of [18F]fluorocholine positron emission tomography in brain tumors. Q J Nucl Med Mol Imaging. 2018;62:209–19.PubMed
23.
Zurück zum Zitat Rottenburger C, Hentschel M, Kelly T, et al. Comparison of C-11 methionine and C-11 choline for PET imaging of brain metastases: a prospective pilot study. Clin Nucl Med. 2011;36:639–42.CrossRef Rottenburger C, Hentschel M, Kelly T, et al. Comparison of C-11 methionine and C-11 choline for PET imaging of brain metastases: a prospective pilot study. Clin Nucl Med. 2011;36:639–42.CrossRef
24.
Zurück zum Zitat Hara T. 11C-choline and 2-deoxy-2-[18F]fluoro-D-glucose in tumor imaging with positron emission tomography. Mol Imaging Biol. 2002;4:267–73.CrossRef Hara T. 11C-choline and 2-deoxy-2-[18F]fluoro-D-glucose in tumor imaging with positron emission tomography. Mol Imaging Biol. 2002;4:267–73.CrossRef
25.
Zurück zum Zitat Lizarraga KJ, Allen-Auerbach M, Czernin J, et al. (18)F-FDOPA PET for differentiating recurrent or progressive brain metastatic tumors from late or delayed radiation injury after radiation treatment. J Nucl Med. 2014;55:30–6.CrossRef Lizarraga KJ, Allen-Auerbach M, Czernin J, et al. (18)F-FDOPA PET for differentiating recurrent or progressive brain metastatic tumors from late or delayed radiation injury after radiation treatment. J Nucl Med. 2014;55:30–6.CrossRef
26.
Zurück zum Zitat Cicone F, Minniti G, Romano A, et al. Accuracy of F-DOPA PET and perfusion-MRI for differentiating radionecrotic from progressive brain metastases after radiosurgery. Eur J Nucl Med Mol Imaging. 2015;42:103–11.CrossRef Cicone F, Minniti G, Romano A, et al. Accuracy of F-DOPA PET and perfusion-MRI for differentiating radionecrotic from progressive brain metastases after radiosurgery. Eur J Nucl Med Mol Imaging. 2015;42:103–11.CrossRef
27.
Zurück zum Zitat Alkonyi B, Barger GR, Mittal S, et al. Accurate differentiation of recurrent gliomas from radiation injury by kinetic analysis of α-11C-methyl-L-tryptophan PET. J Nucl Med. 2012;53:1058–64.CrossRef Alkonyi B, Barger GR, Mittal S, et al. Accurate differentiation of recurrent gliomas from radiation injury by kinetic analysis of α-11C-methyl-L-tryptophan PET. J Nucl Med. 2012;53:1058–64.CrossRef
28.
Zurück zum Zitat Sutinen E, Nurmi M, Roivainen A, et al. Kinetics of [(11)C]choline uptake in prostate cancer: a PET study. Eur J Nucl Med Mol Imaging. 2004;31:317–24.CrossRef Sutinen E, Nurmi M, Roivainen A, et al. Kinetics of [(11)C]choline uptake in prostate cancer: a PET study. Eur J Nucl Med Mol Imaging. 2004;31:317–24.CrossRef
29.
Zurück zum Zitat Schaefferkoetter JD, Wang Z, Stephenson MC, et al. Quantitative 18F-fluorocholine positron emission tomography for prostate cancer: correlation between kinetic parameters and Gleason scoring. EJNMMI Res. 2017;7:25.CrossRef Schaefferkoetter JD, Wang Z, Stephenson MC, et al. Quantitative 18F-fluorocholine positron emission tomography for prostate cancer: correlation between kinetic parameters and Gleason scoring. EJNMMI Res. 2017;7:25.CrossRef
30.
Zurück zum Zitat Grkovski M, Gharzeddine K, Sawan P, et al. 11C-Choline pharmacokinetics in recurrent prostate cancer. J Nucl Med. 2018;59:1672–8.CrossRef Grkovski M, Gharzeddine K, Sawan P, et al. 11C-Choline pharmacokinetics in recurrent prostate cancer. J Nucl Med. 2018;59:1672–8.CrossRef
31.
Zurück zum Zitat Lohmann P, Herzog H, Rota Kops E, et al. Dual-time-point O-(2-[(18)F]fluoroethyl)-L-tyrosine PET for grading of cerebral gliomas. Eur Radiol. 2015;25:3017–24.CrossRef Lohmann P, Herzog H, Rota Kops E, et al. Dual-time-point O-(2-[(18)F]fluoroethyl)-L-tyrosine PET for grading of cerebral gliomas. Eur Radiol. 2015;25:3017–24.CrossRef
32.
Zurück zum Zitat Bansal A, Shuyan W, Hara T, Harris RA, Degrado TR. Biodisposition and metabolism of [(18)F]fluorocholine in 9 L glioma cells and 9 L glioma-bearing fisher rats. Eur J Nucl Med Mol Imaging. 2008;35:1192–203.CrossRef Bansal A, Shuyan W, Hara T, Harris RA, Degrado TR. Biodisposition and metabolism of [(18)F]fluorocholine in 9 L glioma cells and 9 L glioma-bearing fisher rats. Eur J Nucl Med Mol Imaging. 2008;35:1192–203.CrossRef
33.
Zurück zum Zitat Slaets D, De Vos F. Comparison between kinetic modelling and graphical analysis for the quantification of [18F]fluoromethylcholine uptake in mice. EJNMMI Res. 2013;3:66.CrossRef Slaets D, De Vos F. Comparison between kinetic modelling and graphical analysis for the quantification of [18F]fluoromethylcholine uptake in mice. EJNMMI Res. 2013;3:66.CrossRef
Metadaten
Titel
18F-Fluorocholine PET uptake correlates with pathologic evidence of recurrent tumor after stereotactic radiosurgery for brain metastases
verfasst von
Milan Grkovski
Zachary A. Kohutek
Heiko Schöder
Cameron W. Brennan
Viviane S. Tabar
Philip H. Gutin
Zhigang Zhang
Robert J. Young
Bradley J. Beattie
Pat B. Zanzonico
Jason T. Huse
Marc K. Rosenblum
Ronald G. Blasberg
John L. Humm
Kathryn Beal
Publikationsdatum
21.12.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
European Journal of Nuclear Medicine and Molecular Imaging / Ausgabe 6/2020
Print ISSN: 1619-7070
Elektronische ISSN: 1619-7089
DOI
https://doi.org/10.1007/s00259-019-04628-6

Weitere Artikel der Ausgabe 6/2020

European Journal of Nuclear Medicine and Molecular Imaging 6/2020 Zur Ausgabe