DNA methylation-based classification of ependymomas in adulthood: implications for diagnosis and treatment

被引:78
作者
Witt, Hendrik [1 ,2 ,3 ]
Gramatzki, Dorothee [4 ]
Hentschel, Bettina [6 ]
Pajtler, Kristian W. [1 ,2 ,3 ]
Felsberg, Joerg [7 ,8 ]
Schackert, Gabriele [9 ,10 ]
Loeffler, Markus [6 ]
Capper, David [5 ,11 ,12 ,16 ,17 ]
Sahm, Felix [11 ,12 ]
Sill, Martin [1 ,2 ]
von Deimling, Andreas [11 ,12 ]
Kool, Marcel [2 ]
Herrlinger, Ulrich [13 ]
Westphal, Manfred
Pietsch, Torsten [14 ]
Reifenberger, Guido [7 ,8 ]
Pfister, Stefan M. [1 ,2 ,3 ]
Tonn, Joerg C. [15 ]
Weller, Michael
机构
[1] NCT Heidelberg KiTZ, Hopp Childrens Canc Ctr, Heidelberg, Germany
[2] German Canc Res Ctr, Div Pediat Neurooncol, German Canc Consortium DKTK, Heidelberg, Germany
[3] Univ Heidelberg Hosp, Dept Pediat Oncol Hematol & Immunol, Heidelberg, Germany
[4] Univ Hosp, Dept Neurol, Zurich, Switzerland
[5] Univ Zurich, Zurich, Switzerland
[6] Univ Leipzig, Inst Med Informat Stat & Epidemiol, Leipzig, Germany
[7] Heinrich Heine Univ, Dept Neuropathol, Dusseldorf, Germany
[8] German Canc Res Ctr, German Canc Consortium DKTK, Partner Site Essen Dusseldorf, Heidelberg, Germany
[9] Tech Univ Dresden, Carl Gustav Carus Univ Hosp, Dept Neurosurg, Dresden, Germany
[10] Tech Univ Dresden, Carl Gustav Carus Univ Hosp, Spine Ctr, DWG Level 1, Dresden, Germany
[11] Heidelberg Univ, Inst Pathol, Dept Neuropathol, Heidelberg, Germany
[12] German Canc Res Ctr, German Canc Consortium DKTK, Clin Cooperat Unit Neuropathol, Heidelberg, Germany
[13] Univ Bonn, Med Ctr, Dept Neurol, Div Clin Neurooncol, Bonn, Germany
[14] Univ Bonn, Dept Neuropathol, Bonn, Germany
[15] LMU, Univ Munich, Dept Neurosurg, Munich, Germany
[16] Charite Univ Med Berlin, Dept Neuropathol, Partner Site Berlin, Berlin, Germany
[17] German Canc Consortium DKTK, Partner Site Berlin, Berlin, Germany
关键词
adult; ependymal tumors; intracranial; molecular subgroups; spinal; CENTRAL-NERVOUS-SYSTEM; MEDULLOBLASTOMA; MYXOPAPILLARY; TUMORS;
D O I
10.1093/neuonc/noy118
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background. Ependymal tumors are glial tumors that commonly manifest in children and young adults. Their classification has remained entirely morphological until recently, and surgery and radiotherapy are the main treatment options, especially in adults. Here we sought to correlate DNA methylation profiles with clinical and pathological characteristics in the prospective cohort of the German Glioma Network. Methods. Tumors from 122 adult patients with myxopapillary ependymoma, ependymoma, anaplastic ependymoma, subependymoma, or RELA fusion-positive ependymoma classified according to the World Health Organization (WHO) 2016 were subjected to DNA methylation profiling using the Illumina HumanMethylation450 BeadChip platform. Molecular data were correlated with histologic features and clinical characteristics. Results. At a median follow-up of 86.7 months, only 22 patients experienced progression (18.0%) and 13 patients (10.7%) died. Each tumor could be assigned to one of the previously defined molecular ependymoma subgroups. All histologic subependymomas corresponded to subependymoma (SE) DNA methylation subgroups, but the reverse was not true: 19 histologic ependymomas (WHO grade II) were allocated to molecular SE groups. Similarly, all histological myxopapillary ependymomas were assigned to the molecularly defined spinal myxopapillary ependymoma (SP-MPE) class, but this molecular subgroup additionally included 15 WHO grade II ependymomas by histology. Overall, WHO grade II ependymomas distributed into 7 molecular subgroups. Conclusion. Most adult patients with ependymoma show a favorable prognosis. Molecular classification may provide diagnostic and prognostic information beyond histology and facilitate patient stratification in future clinical trials. The prognostic significance of a subependymoma or myxopapillary ependymoma DNA methylation phenotype without corresponding histology requires further study.
引用
收藏
页码:1616 / 1624
页数:9
相关论文
共 18 条
[1]   Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays [J].
Aryee, Martin J. ;
Jaffe, Andrew E. ;
Corrada-Bravo, Hector ;
Ladd-Acosta, Christine ;
Feinberg, Andrew P. ;
Hansen, Kasper D. ;
Irizarry, Rafael A. .
BIOINFORMATICS, 2014, 30 (10) :1363-1369
[2]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[3]   DNA methylation-based classification of central nervous system tumours [J].
Capper, David ;
Jones, David T. W. ;
Sill, Martin ;
Hovestadt, Volker ;
Schrimpf, Daniel ;
Sturm, Dominik ;
Koelsche, Christian ;
Sahm, Felix ;
Chavez, Lukas ;
Reuss, David E. ;
Kratz, Annekathrin ;
Wefers, Annika K. ;
Huang, Kristin ;
Pajtler, Kristian W. ;
Schweizer, Leonille ;
Stichel, Damian ;
Olar, Adriana ;
Engel, Nils W. ;
Lindenberg, Kerstin ;
Harter, Patrick N. ;
Braczynski, Anne K. ;
Plate, Karl H. ;
Dohmen, Hildegard ;
Garvalov, Boyan K. ;
Coras, Roland ;
Hoelsken, Annett ;
Hewer, Ekkehard ;
Bewerunge-Hudler, Melanie ;
Schick, Matthias ;
Fischer, Roger ;
Beschorner, Rudi ;
Schittenhelm, Jens ;
Staszewski, Ori ;
Wani, Khalida ;
Varlet, Pascale ;
Pages, Melanie ;
Temming, Petra ;
Lohmann, Dietmar ;
Selt, Florian ;
Witt, Hendrik ;
Milde, Till ;
Witt, Olaf ;
Aronica, Eleonora ;
Giangaspero, Felice ;
Rushing, Elisabeth ;
Scheurlen, Wolfram ;
Geisenberger, Christoph ;
Rodriguez, Fausto J. ;
Becker, Albert ;
Preusser, Matthias .
NATURE, 2018, 555 (7697) :469-+
[4]   Ependymomas in Adults [J].
Gilbert, Mark R. ;
Ruda, Roberta ;
Soffietti, Riccardo .
CURRENT NEUROLOGY AND NEUROSCIENCE REPORTS, 2010, 10 (03) :240-247
[5]   Decoding the regulatory landscape of medulloblastoma using DNA methylation sequencing [J].
Hovestadt, Volker ;
Jones, David T. W. ;
Picelli, Simone ;
Wang, Wei ;
Kool, Marcel ;
Northcott, Paul A. ;
Sultan, Marc ;
Stachurski, Katharina ;
Ryzhova, Marina ;
Warnatz, Hans-Joerg ;
Ralser, Meryem ;
Brun, Sonja ;
Bunt, Jens ;
Jaeger, Natalie ;
Kleinheinz, Kortine ;
Erkek, Scrap ;
Weber, Ursula D. ;
Bartholomae, Cynthia C. ;
von Kalle, Christof ;
Lawerenz, Chris ;
Eils, Jurgen ;
Koster, Jan ;
Versteeg, Rogier ;
Milde, Till ;
Witt, Olaf ;
Schmidt, Sabine ;
Wolf, Stephan ;
Pietsch, Torsten ;
Rutkowski, Stefan ;
Scheurlen, Wolfram ;
Taylor, Michael D. ;
Brors, Benedikt ;
Felsberg, Joerg ;
Reifenberger, Guido ;
Borkhardt, Arndt ;
Lehrach, Hans ;
Wechsler-Reya, Robert J. ;
Eils, Roland ;
Yaspo, Marie-Laure ;
Landgraf, Pablo ;
Korshunov, Andrey ;
Zapatka, Marc ;
Radlwimmer, Bernhard ;
Pfister, Stefan M. ;
Lichter, Peter .
NATURE, 2014, 510 (7506) :537-+
[6]   Robust molecular subgrouping and copy-number profiling of medulloblastoma from small amounts of archival tumour material using high-density DNA methylation arrays [J].
Hovestadt, Volker ;
Remke, Marc ;
Kool, Marcel ;
Pietsch, Torsten ;
Northcott, Paul A. ;
Fischer, Roger ;
Cavalli, Florence M. G. ;
Ramaswamy, Vijay ;
Zapatka, Marc ;
Reifenberger, Guido ;
Rutkowski, Stefan ;
Schick, Matthias ;
Bewerunge-Hudler, Melanie ;
Korshunov, Andrey ;
Lichter, Peter ;
Taylor, Michael D. ;
Pfister, Stefan M. ;
Jones, David T. W. .
ACTA NEUROPATHOLOGICA, 2013, 125 (06) :913-916
[7]   Extent of surgical resection but not myxopapillary versus classical histopathological subtype affects prognosis in lumbo-sacral ependymomas [J].
Jeibmann, Astrid ;
Egensperger, Rupert ;
Kuchelmeister, Klaus ;
Sepehrnia, Abolghassem ;
Stolke, Dietmar ;
Bruns, Bernhard ;
Wassmann, Hansdetlef ;
Ebel, Heinrich ;
Paulus, Werner ;
Hasselblatt, Martin .
HISTOPATHOLOGY, 2009, 54 (02) :260-262
[8]   Molecular Staging of Intracranial Ependymoma in Children and Adults [J].
Korshunov, Andrey ;
Witt, Hendrik ;
Hielscher, Thomas ;
Benner, Axel ;
Remke, Marc ;
Ryzhova, Marina ;
Milde, Till ;
Bender, Sebastian ;
Wittmann, Andrea ;
Schoettler, Anna ;
Kulozik, Andreas E. ;
Witt, Olaf ;
von Deimling, Andreas ;
Lichter, Peter ;
Pfister, Stefan .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (19) :3182-3190
[9]   The 2016 World Health Organization Classification of Tumors of the Central Nervous System: a summary [J].
Louis, David N. ;
Perry, Arie ;
Reifenberger, Guido ;
von Deimling, Andreas ;
Figarella-Branger, Dominique ;
Cavenee, Webster K. ;
Ohgaki, Hiroko ;
Wiestler, Otmar D. ;
Kleihues, Paul ;
Ellison, David W. .
ACTA NEUROPATHOLOGICA, 2016, 131 (06) :803-820
[10]   Spinal Myxopapillary Ependymomas Demonstrate a Warburg Phenotype [J].
Mack, Stephen C. ;
Agnihotri, Sameer ;
Bertrand, Kelsey C. ;
Wang, Xin ;
Shih, David J. ;
Witt, Hendrik ;
Hill, Nadia ;
Zayne, Kory ;
Barszczyk, Mark ;
Ramaswamy, Vijay ;
Remke, Marc ;
Thompson, Yuan ;
Ryzhova, Marina ;
Massimi, Luca ;
Grajkowska, Wieslawa ;
Lach, Boleslaw ;
Gupta, Nalin ;
Weiss, William A. ;
Guha, Abhijit ;
Hawkins, Cynthia ;
Croul, Sidney ;
Rutka, James T. ;
Pfister, Stefan M. ;
Korshunov, Andrey ;
Pekmezci, Melike ;
Tihan, Tarik ;
Philips, Joanna J. ;
Jabado, Nada ;
Zadeh, Gelareh ;
Taylor, Michael D. .
CLINICAL CANCER RESEARCH, 2015, 21 (16) :3750-3758