Abstract
Purpose
This study aimed to describe 11C-methionine (11C-MET) PET imaging characteristics in patients with paediatric diffuse intrinsic pontine glioma (DIPG) and correlate them with survival and H3 K27M mutation status.
Methods
We retrospectively analysed 98 children newly diagnosed with DIPG who underwent 11C-MET PET. PET imaging characteristics evaluated included uptake intensity, uniformity, metabolic tumour volume (MTV), and total lesion methionine uptake (TLMU). The maximum, mean, and peak of the tumour-to-background ratio (TBR), calculated as the corresponding standardised uptake values (SUV) divided by the mean reference value, were also recorded. The associations between the PET imaging characteristics and clinical outcomes in terms of progression-free survival (PFS) and overall survival (OS) and H3 K27M mutation status were assessed, respectively.
Results
In univariate analysis, imaging characteristics significantly associated with shorter PFS and OS included a higher uniformity grade, higher TBRs, larger MTV, and higher TLMU. In multivariate analysis, larger MTV at diagnosis, shorter symptom duration, and no treatment were significantly correlated with shorter PFS and OS. The PET imaging features were not correlated with H3 K27M mutation status.
Conclusion
Although several imaging features were significantly associated with PFS and OS, only MTV, indicating the size of the active tumour, was identified as a strong independent prognostic factor.
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Data Availability
The data that support the findings of this study are available from the corresponding author (L.A.), upon reasonable request.
References
Jansen MH, Veldhuijzen van Zanten SE, Sanchez Aliaga E, Heymans MW, Warmuth-Metz M, Hargrave D, et al. Survival prediction model of children with diffuse intrinsic pontine glioma based on clinical and radiological criteria. Neuro Oncol. 2015;17:160–6. https://doi.org/10.1093/neuonc/nou104.
Wagner S, Warmuth-Metz M, Emser A, Gnekow AK, Strater R, Rutkowski S, et al. Treatment options in childhood pontine gliomas. J Neurooncol. 2006;79:281–7. https://doi.org/10.1007/s11060-006-9133-1.
Gokce-Samar Z, Beuriat PA, Faure-Conter C, Carrie C, Chabaud S, Claude L, et al. Pre-radiation chemotherapy improves survival in pediatric diffuse intrinsic pontine gliomas. Childs Nerv Syst. 2016;32:1415–23. https://doi.org/10.1007/s00381-016-3153-8.
Hargrave D, Bartels U, Bouffet E. Diffuse brainstem glioma in children: critical review of clinical trials. Lancet Oncol. 2006;7:241–8. https://doi.org/10.1016/S1470-2045(06)70615-5.
Jansen MH, van Vuurden DG, Vandertop WP, Kaspers GJ. Diffuse intrinsic pontine gliomas: a systematic update on clinical trials and biology. Cancer Treat Rev. 2012;38:27–35. https://doi.org/10.1016/j.ctrv.2011.06.007.
Hoffman LM, van VeldhuijzenZanten SEM, Colditz N, Baugh J, Chaney B, Hoffmann M, et al. Clinical, radiologic, pathologic, and molecular characteristics of long-term survivors of diffuse intrinsic pontine glioma (DIPG): a collaborative report from the International and European Society for Pediatric Oncology DIPG Registries. J Clin Oncol. 2018;36:1963–72. https://doi.org/10.1200/JCO.2017.75.9308.
Hargrave D, Chuang N, Bouffet E. Conventional MRI cannot predict survival in childhood diffuse intrinsic pontine glioma. J Neurooncol. 2008;86:313–9. https://doi.org/10.1007/s11060-007-9473-5.
Liu AK, Brandon J, Foreman NK, Fenton LZ. Conventional MRI at presentation does not predict clinical response to radiation therapy in children with diffuse pontine glioma. Pediatr Radiol. 2009;39:1317–20. https://doi.org/10.1007/s00247-009-1368-5.
Poussaint TY, Vajapeyam S, Ricci KI, Panigrahy A, Kocak M, Kun LE, et al. Apparent diffusion coefficient histogram metrics correlate with survival in diffuse intrinsic pontine glioma: a report from the Pediatric Brain Tumor Consortium. Neuro Oncol. 2016;18:725–34. https://doi.org/10.1093/neuonc/nov256.
Hipp SJ, Steffen-Smith E, Hammoud D, Shih JH, Bent R, Warren KE. Predicting outcome of children with diffuse intrinsic pontine gliomas using multiparametric imaging. Neuro Oncol. 2011;13:904–9. https://doi.org/10.1093/neuonc/nor076.
Steffen-Smith EA, Shih JH, Hipp SJ, Bent R, Warren KE. Proton magnetic resonance spectroscopy predicts survival in children with diffuse intrinsic pontine glioma. J Neurooncol. 2011;105:365–73. https://doi.org/10.1007/s11060-011-0601-x.
Lober RM, Cho YJ, Tang Y, Barnes PD, Edwards MS, Vogel H, et al. Diffusion-weighted MRI derived apparent diffusion coefficient identifies prognostically distinct subgroups of pediatric diffuse intrinsic pontine glioma. J Neurooncol. 2014;117:175–82. https://doi.org/10.1007/s11060-014-1375-8.
Leach JL, Roebker J, Schafer A, Baugh J, Chaney B, Fuller C, et al. MR imaging features of diffuse intrinsic pontine glioma and relationship to overall survival: report from the International DIPG Registry. Neuro Oncol. 2020;22:1647–57. https://doi.org/10.1093/neuonc/noaa140.
Jaimes C, Vajapeyam S, Brown D, Kao PC, Ma C, Greenspan L, et al. MR imaging correlates for molecular and mutational analyses in children with diffuse intrinsic pontine glioma. AJNR Am J Neuroradiol. 2020;41:874–81. https://doi.org/10.3174/ajnr.A6546.
Ishiwata K, Ido T, Abe Y, Matsuzawa T, Iwata R. Tumor uptake studies of S-adenosyl-L-[methyl-11C]methionine and L-[methyl-11C]methionine. Int J Rad Appl Instrum B. 1988;15:123–6. https://doi.org/10.1016/0883-2897(88)90077-3.
Okubo S, Zhen HN, Kawai N, Nishiyama Y, Haba R, Tamiya T. Correlation of L-methyl-11C-methionine (MET) uptake with L-type amino acid transporter 1 in human gliomas. J Neurooncol. 2010;99:217–25. https://doi.org/10.1007/s11060-010-0117-9.
Utriainen M, Metsahonkala L, Salmi TT, Utriainen T, Kalimo H, Pihko H, et al. Metabolic characterisation of childhood brain tumors: comparison of 18F-fluorodeoxyglucose and 11C-methionine positron emission tomography. Cancer. 2002;95:1376–86. https://doi.org/10.1002/cncr.10798.
Sorensen J, Savitcheva II, Engler H, Langstrom B. 3 Utility of PET and 11C-methionine in the paediatric brain tumors. Clin Positron Imaging. 2000;3:157. https://doi.org/10.1016/s1095-0397(00)00069-8.
Pirotte BJ, Lubansu A, Massager N, Wikler D, Goldman S, Levivier M. Results of positron emission tomography guidance and reassessment of the utility of and indications for stereotactic biopsy in children with infiltrative brainstem tumors. J Neurosurg. 2007;107:392–9. https://doi.org/10.3171/PED-07/11/392.
Rosenfeld A, Etzl M, Bandy D, Carpenteri D, Gieseking A, Dvorchik I, et al. Use of positron emission tomography in the evaluation of diffuse intrinsic brainstem gliomas in children. J Pediatr Hematol Oncol. 2011;33:369–73. https://doi.org/10.1097/MPH.0b013e31820ad915.
Tinkle CL, Duncan EC, Doubrovin M, Han Y, Li Y, Kim H, et al. Evaluation of (11)C-methionine PET and anatomic MRI associations in diffuse intrinsic pontine glioma. J Nucl Med. 2019;60:312–9. https://doi.org/10.2967/jnumed.118.212514.
Khuong-Quang DA, Buczkowicz P, Rakopoulos P, Liu XY, Fontebasso AM, Bouffet E, et al. K27M mutation in histone H3.3 defines clinically and biologically distinct subgroups of pediatric diffuse intrinsic pontine gliomas. Acta Neuropathol. 2012;124:439–47. https://doi.org/10.1007/s00401-012-0998-0.
Schwartzentruber J, Korshunov A, Liu XY, Jones DT, Pfaff E, Jacob K, et al. Driver mutations in histone H3.3 and chromatin remodelling genes in paediatric glioblastoma. Nature. 2012;482:226–31. https://doi.org/10.1038/nature10833.
Wu G, Broniscer A, McEachron TA, Lu C, Paugh BS, Becksfort J, et al. Somatic histone H3 alterations in pediatric diffuse intrinsic pontine gliomas and non-brainstem glioblastomas. Nat Genet. 2012;44:251–3. https://doi.org/10.1038/ng.1102.
Aboian MS, Solomon DA, Felton E, Mabray MC, Villanueva-Meyer JE, Mueller S, et al. Imaging characteristics of pediatric diffuse midline gliomas with histone H3 K27M mutation. AJNR Am J Neuroradiol. 2017;38:795–800. https://doi.org/10.3174/ajnr.A5076.
Zhuo Z, Qu L, Zhang P, Duan Y, Cheng D, Xu X, et al. Prediction of H3K27M-mutant brainstem glioma by amide proton transfer-weighted imaging and its derived radiomics. Eur J Nucl Med Mol Imaging. 2021;48:4426–36. https://doi.org/10.1007/s00259-021-05455-4.
Chiang J, Diaz AK, Makepeace L, Li X, Han Y, Li Y, et al. Clinical, imaging, and molecular analysis of pediatric pontine tumors lacking characteristic imaging features of DIPG. Acta Neuropathol Commun. 2020;8:57. https://doi.org/10.1186/s40478-020-00930-9.
Louis DN, Perry A, Reifenberger G, von Deimling A, Figarella-Branger D, Cavenee WK, et al. The 2016 World Health Organization Classification of Tumors of the Central Nervous System: a summary. Acta Neuropathol. 2016;131:803–20. https://doi.org/10.1007/s00401-016-1545-1.
Louis DN, Perry A, Wesseling P, Brat DJ, Cree IA, Figarella-Branger D, et al. The 2021 WHO Classification of Tumors of the Central Nervous System: a summary. Neuro Oncol. 2021;23:1231–51. https://doi.org/10.1093/neuonc/noab106.
Kracht LW, Miletic H, Busch S, Jacobs AH, Voges J, Hoevels M, et al. Delineation of brain tumor extent with [11C]L-methionine positron emission tomography: local comparison with stereotactic histopathology. Clin Cancer Res. 2004;10:7163–70. https://doi.org/10.1158/1078-0432.CCR-04-0262.
Law I, Albert NL, Arbizu J, Boellaard R, Drzezga A, Galldiks N, et al. Joint EANM/EANO/RANO practice guidelines/SNMMI procedure standards for imaging of gliomas using PET with radiolabelled amino acids and [(18)F]FDG: version 1.0. Eur J Nucl Med Mol Imaging. 2019;46:540–57. https://doi.org/10.1007/s00259-018-4207-9.
Cooney TM, Cohen KJ, Guimaraes CV, Dhall G, Leach J, Massimino M, et al. Response assessment in diffuse intrinsic pontine glioma: recommendations from the Response Assessment in Pediatric Neuro-Oncology (RAPNO) working group. Lancet Oncol. 2020;21:e330–6. https://doi.org/10.1016/S1470-2045(20)30166-2.
Zukotynski KA, Fahey FH, Kocak M, Alavi A, Wong TZ, Treves ST, et al. Evaluation of 18F-FDG PET and MRI associations in pediatric diffuse intrinsic brain stem glioma: a report from the Pediatric Brain Tumor Consortium. J Nucl Med. 2011;52:188–95. https://doi.org/10.2967/jnumed.110.081463.
Zukotynski KA, Vajapeyam S, Fahey FH, Kocak M, Brown D, Ricci KI, et al. Correlation of (18)F-FDG PET and MRI apparent diffusion coefficient histogram metrics with survival in diffuse intrinsic pontine glioma: a report from the Pediatric Brain Tumor Consortium. J Nucl Med. 2017;58:1264–9. https://doi.org/10.2967/jnumed.116.185389.
Goda JS, Dutta D, Raut N, Juvekar SL, Purandare N, Rangarajan V, et al. Can multiparametric MRI and FDG-PET predict outcome in diffuse brainstem glioma? A report from a prospective phase-II study. Pediatr Neurosurg. 2013;49:274–81. https://doi.org/10.1159/000366167.
Morana G, Tortora D, Bottoni G, Puntoni M, Piatelli G, Garibotto F, et al. Correlation of multimodal (18)F-DOPA PET and conventional MRI with treatment response and survival in children with diffuse intrinsic pontine gliomas. Theranostics. 2020;10:11881–91. https://doi.org/10.7150/thno.50598.
Piccardo A, Tortora D, Mascelli S, Severino M, Piatelli G, Consales A, et al. Advanced MR imaging and (18)F-DOPA PET characteristics of H3K27M-mutant and wild-type pediatric diffuse midline gliomas. Eur J Nucl Med Mol Imaging. 2019;46:1685–94. https://doi.org/10.1007/s00259-019-04333-4.
Kobayashi K, Hirata K, Yamaguchi S, Manabe O, Terasaka S, Kobayashi H, et al. Prognostic value of volume-based measurements on (11)C-methionine PET in glioma patients. Eur J Nucl Med Mol Imaging. 2015;42:1071–80. https://doi.org/10.1007/s00259-015-3046-1.
Lopci E, Riva M, Olivari L, Raneri F, Soffietti R, Piccardo A, et al. Prognostic value of molecular and imaging biomarkers in patients with supratentorial glioma. Eur J Nucl Med Mol Imaging. 2017;44:1155–64. https://doi.org/10.1007/s00259-017-3618-3.
Rosen J, Stoffels G, Lohmann P, Bauer EK, Werner JM, Wollring M, et al. Prognostic value of pre-irradiation FET PET in patients with not completely resectable IDH-wildtype glioma and minimal or absent contrast enhancement. Sci Rep. 2021;11:20828. https://doi.org/10.1038/s41598-021-00193-x.
Chiang GC, Galla N, Ferraro R, Kovanlikaya I. The added prognostic value of metabolic tumor size on FDG-PET at first suspected recurrence of glioblastoma multiforme. J Neuroimaging. 2017;27:243–7. https://doi.org/10.1111/jon.12386.
Khatua S, Moore KR, Vats TS, Kestle JR. Diffuse intrinsic pontine glioma-current status and future strategies. Childs Nerv Syst. 2011;27:1391–7. https://doi.org/10.1007/s00381-011-1468-z.
Ueoka DI, Nogueira J, Campos JC, Maranhao Filho P, Ferman S, Lima MA. Brainstem gliomas–retrospective analysis of 86 patients. J Neurol Sci. 2009;281:20–3. https://doi.org/10.1016/j.jns.2009.03.009.
Lazow MA, Fuller C, DeWire M, Lane A, Bandopadhayay P, Bartels U, et al. Accuracy of central neuro-imaging review of DIPG compared with histopathology in the International DIPG Registry. Neuro Oncol. 2022;24:821–33. https://doi.org/10.1093/neuonc/noab245.
Acknowledgements
The authors thank Yongzhong Zhang and Di Fan for their efforts in radiopharmaceuticals synthesis; Wei Zhang, Qingsong Long, and Tong Wu for the image data acquisition; and Jian Pan for his assistance in picture modification and edition.
Funding
This work was supported by funds from the National Natural Science Foundation of China (81527805, 81971668), the National Natural Science Foundation of China (2018YFC1315201), and the Beijing Natural Science Foundation (81771143).
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For this retrospective analysis, ethical approval was obtained, and the informed consent requirement was waived by the Institutional Reviewing Board of Beijing Tiantan Hospital, Capital Medical University.
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Zhao, X., Li, D., Qiao, Z. et al. 11C-methionine PET imaging characteristics in children with diffuse intrinsic pontine gliomas and relationship to survival and H3 K27M mutation status. Eur J Nucl Med Mol Imaging 50, 1709–1719 (2023). https://doi.org/10.1007/s00259-022-06105-z
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DOI: https://doi.org/10.1007/s00259-022-06105-z