Abstract
Purpose
We evaluated differentiations in gadolinium contrast enhancement (CE) between low-grade WHO °II and high-grade WHO °III gliomas in conventional MRI, which have been repeatedly questioned.
Methods
Ninety-nine patients, who underwent first resection of WHO°II and °III gliomas, were retrospectively retrieved from a prospective database. The quantitative metric volume of Gd-CE in T1-weighted pre-operative MRI was measured using volumetric segmentation.
Results
The OR to detect CE in anaplastic gliomas was seven times higher than that in diffuse gliomas (CI95% 2.8–17.2, p<0.0001). No CE was seen in 50% (8/16) of focal anaplastic and in 28% (10/36) of entirely anaplastic gliomas. CE was present in 21% (10/47) of diffuse gliomas. Anaplasia correlated with a larger CE volume (r=0.49, p<0.0001) and provided additional 4 cm3 of CE volume compared to entirely diffuse tumors. The OR to have CE was 3.6 times for IDH1 wild-type tumors (CI95% 1.3–10.2, p=0.05) and 4.8 for tumors with ATRX expression (CI95% 1.3–17.2, p=0.05). In all sub-groups, at least a quarter of cases showed no CE at all and there were cases with present CE.
Conclusion
CE is associated with higher odds of unfavorable prognostic features like anaplasia, wild-type IDH1 and retained ATRX. There was no CE in one-fourth of anaplastic gliomas and half of gliomas with focal anaplasia.
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Availability of data and material
The raw data was generated in the authors’ institution. The data that support the findings of this study are available on reasonable request from the corresponding author. The data are not publicly available due their containing information that could compromise the privacy of research participants.
References
Barker FG, 2nd, Chang SM, Huhn SL, Davis RL, Gutin PH, McDermott MW, Wilson CB, Prados MD199 Age and the risk of anaplasia in magnetic resonance-nonenhancing supratentorial cerebral tumors. Cancer 80:936–941
Bender Multiple test procedures other than Bonferroni’s deserve wider use.
Claus EB, Walsh KM, Wiencke JK, Molinaro AM, Wiemels JL, Schildkraut JM, Bondy ML, Berger M, Jenkins R, Wrensch M (2015) Survival and low-grade glioma: the emergence of genetic information. Neurosurg Focus 38:E6. https://doi.org/10.3171/2014.10.FOCUS12367
Daumas-Duport C, Scheithauer B, O’Fallon J, Kelly P (1988) Grading of astrocytomas. A simple and reproducible method Cancer 62:2152–2165. https://doi.org/10.1002/1097-0142(19881115)62:10%3c2152::aid-cncr2820621015%3e3.0.co;2-t
Editors PO 2019 Retraction: EGFR inhibition in glioma cells modulates rho signaling to inhibit cell motility and invasion and cooperates with temozolomide to reduce cell growth. PLoS One 14:e0222210. https://doi.org/10.1371/journal.pone.0222210
Eichberg DG, Di L, Morell AA, Shah AH, Semonche AM, Chin CN, Bhatia RG, Jamshidi AM, Luther EM, Komotar RJ, Ivan ME (2020) Incidence of high grade gliomas presenting as radiographically non-enhancing lesions: experience in 111 surgically treated non-enhancing gliomas with tissue diagnosis. J Neurooncol 147:671–679. https://doi.org/10.1007/s11060-020-03474-z
Furnari FB, Fenton T, Bachoo RM, Mukasa A, Stommel JM, Stegh A, Hahn WC, Ligon KL, Louis DN, Brennan C, Chin L, DePinho RA, Cavenee WK (2007) Malignant astrocytic glioma: genetics, biology, and paths to treatment. Genes Dev 21:2683–2710. https://doi.org/10.1101/gad.1596707
Gargini R, Segura-Collar B, Herranz B, Garcia-Escudero V, Romero-Bravo A, Nunez FJ, Garcia-Perez D, Gutierrez-Guaman J, Ayuso-Sacido A, Seoane J, Perez-Nunez A, Sepulveda-Sanchez JM, Hernandez-Lain A, Castro MG, Garcia-Escudero R, Avila J, Sanchez-Gomez P 2020 The IDH-TAU-EGFR triad defines the neovascular landscape of diffuse gliomas SciTransl Med 12 https://doi.org/10.1126/scitranslmed.aax1501
Ginsberg LE, Fuller GN, Hashmi M, Leeds NE, Schomer DF (1998) The significance of lack of MR contrast enhancement of supratentorial brain tumors in adults: histopathological evaluation of a series. Surg Neurol 49:436–440. https://doi.org/10.1016/s0090-3019(97)00360-1
Guillevin R, Herpe G, Verdier M, Guillevin C (2014) Low-grade gliomas: the challenges of imaging. Diagn Interv Imaging 95:957–963. https://doi.org/10.1016/j.diii.2014.07.005
Holm S (1979) A simple sequentially rejective multiple test procedure. Scand J Stat 6:65–70
Kondziolka D, Lunsford LD, Martinez AJ (1993) Unreliability of contemporary neurodiagnostic imaging in evaluating suspected adult supratentorial (low-grade) astrocytoma. J Neurosurg 79:533–536. https://doi.org/10.3171/jns.1993.79.4.0533
Larsen J, Wharton SB, McKevitt F, Romanowski C, Bridgewater C, Zaki H, Hoggard N (2017) “Low grade glioma”: an update for radiologists. Br J Radiol 90:20160600. https://doi.org/10.1259/bjr.20160600
Louis DN, Ohgaki H, Wiestler O, Cavenee WK 2016 WHO classification of tumours of the central nervous system, vol 1. Revised 4th Edition edn. International Agency for Research on Cancer,
Louis DN, Perry A, Reifenberger G, von Deimling A, Figarella-Branger D, Cavenee WK, Ohgaki H, Wiestler OD, Kleihues P, Ellison DW (2016) The 2016 World Health Organization Classification of Tumors of the Central Nervous System: a summary. Acta Neuropathol 131:803–820. https://doi.org/10.1007/s00401-016-1545-1
Mihara F, Numaguchi Y, Rothman M, Kristt D, Fiandaca M, Swallow L (1995) Non-enhancing supratentorial malignant astrocytomas: MR features and possible mechanisms. Radiat Med 13:11–17
Minniti G, Lombardi G, Paolini S 2019 Glioblastoma in elderly patients: current management and future perspectives Cancers (Basel) 11 https://doi.org/10.3390/cancers11030336
Montagne A, Toga AW, Zlokovic BV (2016) Blood-brain barrier permeability and gadolinium: benefits and potential pitfalls in research. JAMA Neurol 73:13–14. https://doi.org/10.1001/jamaneurol.2015.2960
Olar A, Wani KM, Alfaro-Munoz KD, Heathcock LE, van Thuijl HF, Gilbert MR, Armstrong TS, Sulman EP, Cahill DP, Vera-Bolanos E, Yuan Y, Reijneveld JC, Ylstra B, Wesseling P, Aldape KD (2015) IDH mutation status and role of WHO grade and mitotic index in overall survival in grade II-III diffuse gliomas. Acta Neuropathol 129:585–596. https://doi.org/10.1007/s00401-015-1398-z
Ostrom QT, Patil N, Cioffi G, Waite K, Kruchko C, Barnholtz-Sloan JS 2020 CBTRUS statistical report: primary brain and other central nervous system tumors diagnosed in the United States in 2013–2017. Neuro Oncol 22:iv1-iv96. https://doi.org/10.1093/neuonc/noaa200
Pallud J, Capelle L, Taillandier L, Fontaine D, Mandonnet E, Guillevin R, Bauchet L, Peruzzi P, Laigle-Donadey F, Kujas M, Guyotat J, Baron MH, Mokhtari K, Duffau H (2009) Prognostic significance of imaging contrast enhancement for WHO grade II gliomas. Neuro Oncol 11:176–182. https://doi.org/10.1215/15228517-2008-066
Provenzale JM, Mukundan S, Dewhirst M (2005) The role of blood-brain barrier permeability in brain tumor imaging and therapeutics. AJR Am J Roentgenol 185:763–767. https://doi.org/10.2214/ajr.185.3.01850763
Qi S, Yu L, Li H, Ou Y, Qiu X, Ding Y, Han H, Zhang X (2014) Isocitrate dehydrogenase mutation is associated with tumor location and magnetic resonance imaging characteristics in astrocytic neoplasms. Oncol Lett 7:1895–1902. https://doi.org/10.3892/ol.2014.2013
Reuss DE, Mamatjan Y, Schrimpf D, Capper D, Hovestadt V, Kratz A, Sahm F, Koelsche C, Korshunov A, Olar A, Hartmann C, Reijneveld JC, Wesseling P, Unterberg A, Platten M, Wick W, Herold-Mende C, Aldape K, von Deimling A (2015) IDH mutant diffuse and anaplastic astrocytomas have similar age at presentation and little difference in survival: a grading problem for WHO. Acta Neuropathol 129:867–873. https://doi.org/10.1007/s00401-015-1438-8
Scott JN, Brasher PM, Sevick RJ, Rewcastle NB, Forsyth PA (2002) How often are nonenhancing supratentorial gliomas malignant? A population study. Neurology 59:947–949. https://doi.org/10.1212/wnl.59.6.947
Segura-Collar B, Gargini R, Tovar-Ambel E, Hernandez-SanMiguel E, Epifano C, Perez de Castro I, Hernandez-Lain A, Casas-Tinto S, Sanchez-Gomez P 2020 The EGFR-TMEM167A-p53 axis defines the aggressiveness of gliomas Cancers (Basel) 12 https://doi.org/10.3390/cancers12010208
Sharma HS, Muresanu DF, Castellani RJ, Nozari A, Lafuente JV, Tian ZR, Sahib S, Bryukhovetskiy I, Bryukhovetskiy A, Buzoianu AD, Patnaik R, Wiklund L, Sharma A (2020) Pathophysiology of blood-brain barrier in brain tumor. Novel therapeutic advances using nanomedicine. Int Rev Neurobiol 151:1–66. https://doi.org/10.1016/bs.irn.2020.03.001
Suchorska B, Schuller U, Biczok A, Lenski M, Albert NL, Giese A, Kreth FW, Ertl-Wagner B, Tonn JC, Ingrisch M (2019) Contrast enhancement is a prognostic factor in IDH1/2 mutant, but not in wild-type WHO grade II/III glioma as confirmed by machine learning. Eur J Cancer 107:15–27. https://doi.org/10.1016/j.ejca.2018.10.019
Wang YY, Wang K, Li SW, Wang JF, Ma J, Jiang T, Dai JP (2015) Patterns of tumor contrast enhancement predict the prognosis of anaplastic gliomas with IDH1 mutation. AJNR Am J Neuroradiol 36:2023–2029. https://doi.org/10.3174/ajnr.A4407
Weller M, van den Bent M, Preusser M, Le Rhun E, Tonn JC, Minniti G, Bendszus M, Balana C, Chinot O, Dirven L, French P, Hegi ME, Jakola AS, Platten M, Roth P, Ruda R, Short S, Smits M, Taphoorn MJB, von Deimling A, Westphal M, Soffietti R, Reifenberger G, Wick W (2020) EANO guidelines on the diagnosis and treatment of diffuse gliomas of adulthood. Nat Rev Clin Oncol. https://doi.org/10.1038/s41571-020-00447-z
White ML, Zhang Y, Kirby P, Ryken TC (2005) Can tumor contrast enhancement be used as a criterion for differentiating tumor grades of oligodendrogliomas? Am J Neuroradiol 26:784–790
Wiestler B, Capper D, Holland-Letz T, Korshunov A, von Deimling A, Pfister SM, Platten M, Weller M, Wick W (2013) ATRX loss refines the classification of anaplastic gliomas and identifies a subgroup of IDH mutant astrocytic tumors with better prognosis. Acta Neuropathol 126:443–451. https://doi.org/10.1007/s00401-013-1156-z
Yushkevich PA, Pashchinskiy A, Oguz I, Mohan S, Schmitt JE, Stein JM, Zukic D, Vicory J, McCormick M, Yushkevich N, Schwartz N, Gao Y, Gerig G (2019) User-guided segmentation of multi-modality medical imaging datasets with ITK-SNAP. Neuroinformatics 17:83–102. https://doi.org/10.1007/s12021-018-9385-x
Yushkevich PA, Piven J, Hazlett HC, Smith RG, Ho S, Gee JC, Gerig G (2006) User-guided 3D active contour segmentation of anatomical structures: significantly improved efficiency and reliability. Neuroimage 31:1116–1128. https://doi.org/10.1016/j.neuroimage.2006.01.015
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Conceptualization, A.K. and C.F.F.; methodology, A.K. and C.F.F.; software, M.D. and A.K.; validation, A.K. and C.F.F..; formal analysis, A.K.; investigation, A.K. and M.D.; resources, C.F.F., C.T. and A.G.; data curation, A.K. and M.D.; writing—original draft preparation, A.K. and M.D.; writing—review and editing, C.F.F, C.T and A.G.; supervision, C.F.F and C.T.; project administration, A.K. and C.F.F. All the authors read and approved the final version of the manuscript.
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All the procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards. The study was approved by the Bioethics Committee of the Medical University of Innsbruck (AN5220 329/4.4, EK Nr. 1333/2021).
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Krigers, A., Demetz, M., Grams, A.E. et al. The diagnostic value of contrast enhancement on MRI in diffuse and anaplastic gliomas. Acta Neurochir 164, 2035–2040 (2022). https://doi.org/10.1007/s00701-021-05103-8
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DOI: https://doi.org/10.1007/s00701-021-05103-8