Literature DB >> 23291781

DNA methylation profiling of medulloblastoma allows robust subclassification and improved outcome prediction using formalin-fixed biopsies.

Edward C Schwalbe1, Daniel Williamson, Janet C Lindsey, Dolores Hamilton, Sarra L Ryan, Hisham Megahed, Miklós Garami, Peter Hauser, Bożena Dembowska-Baginska, Danuta Perek, Paul A Northcott, Michael D Taylor, Roger E Taylor, David W Ellison, Simon Bailey, Steven C Clifford.   

Abstract

Molecular subclassification is rapidly informing the clinical management of medulloblastoma. However, the disease remains associated with poor outcomes and therapy-associated late effects, and the majority of patients are not characterized by a validated prognostic biomarker. Here, we investigated the potential of epigenetic DNA methylation for disease subclassification, particularly in formalin-fixed biopsies, and to identify biomarkers for improved therapeutic individualization. Tumor DNA methylation profiles were assessed, alongside molecular and clinical disease features, in 230 patients primarily from the SIOP-UKCCSG PNET3 clinical trial. We demonstrate by cross-validation in frozen training and formalin-fixed test sets that medulloblastoma comprises four robust DNA methylation subgroups (termed WNT, SHH, G3 and G4), highly related to their transcriptomic counterparts, and which display distinct molecular, clinical and pathological disease characteristics. WNT patients displayed an expected favorable prognosis, while outcomes for SHH, G3 and G4 were equivalent in our cohort. MXI1 and IL8 methylation were identified as novel independent high-risk biomarkers in cross-validated survival models of non-WNT patients, and were validated using non-array methods. Incorporation of MXI1 and IL8 into current survival models significantly improved the assignment of disease risk; 46 % of patients could be classified as 'favorable risk' (>90 % survival) compared to 13 % using current models, while the high-risk group was reduced from 30 to 16 %. DNA methylation profiling enables the robust subclassification of four disease subgroups in frozen and routinely collected/archival formalin-fixed biopsy material, and the incorporation of DNA methylation biomarkers can significantly improve disease-risk stratification. These findings have important implications for future risk-adapted clinical disease management.

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Year:  2013        PMID: 23291781      PMCID: PMC4313078          DOI: 10.1007/s00401-012-1077-2

Source DB:  PubMed          Journal:  Acta Neuropathol        ISSN: 0001-6322            Impact factor:   17.088


  51 in total

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Authors:  Kai-Bo Duan; Jagath C Rajapakse; Haiying Wang; Francisco Azuaje
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2.  Integrative genomic analysis of medulloblastoma identifies a molecular subgroup that drives poor clinical outcome.

Authors:  Yoon-Jae Cho; Aviad Tsherniak; Pablo Tamayo; Sandro Santagata; Azra Ligon; Heidi Greulich; Rameen Berhoukim; Vladimir Amani; Liliana Goumnerova; Charles G Eberhart; Ching C Lau; James M Olson; Richard J Gilbertson; Amar Gajjar; Olivier Delattre; Marcel Kool; Keith Ligon; Matthew Meyerson; Jill P Mesirov; Scott L Pomeroy
Journal:  J Clin Oncol       Date:  2010-11-22       Impact factor: 44.544

3.  MYC family amplification and clinical risk-factors interact to predict an extremely poor prognosis in childhood medulloblastoma.

Authors:  Sarra L Ryan; Ed C Schwalbe; Michael Cole; Yuan Lu; Meryl E Lusher; Hisham Megahed; Kieran O'Toole; Sarah Leigh Nicholson; Laszlo Bognar; Miklos Garami; Peter Hauser; Andrey Korshunov; Stefan M Pfister; Daniel Williamson; Roger E Taylor; David W Ellison; Simon Bailey; Steven C Clifford
Journal:  Acta Neuropathol       Date:  2011-12-03       Impact factor: 17.088

4.  Medulloblastoma: clinicopathological correlates of SHH, WNT, and non-SHH/WNT molecular subgroups.

Authors:  David W Ellison; James Dalton; Mehmet Kocak; Sarah Leigh Nicholson; Charles Fraga; Geoff Neale; Anna M Kenney; Dan J Brat; Arie Perry; William H Yong; Roger E Taylor; Simon Bailey; Steven C Clifford; Richard J Gilbertson
Journal:  Acta Neuropathol       Date:  2011-01-26       Impact factor: 17.088

5.  Identification of tumour-specific epigenetic events in medulloblastoma development by hypermethylation profiling.

Authors:  Janet C Lindsey; Meryl E Lusher; Jennifer A Anderton; Simon Bailey; Richard J Gilbertson; Andrew D J Pearson; David W Ellison; Steven C Clifford
Journal:  Carcinogenesis       Date:  2003-12-19       Impact factor: 4.944

6.  Combined histopathological and molecular cytogenetic stratification of medulloblastoma patients.

Authors:  Jayne M Lamont; Charles S McManamy; Andrew D Pearson; Steven C Clifford; David W Ellison
Journal:  Clin Cancer Res       Date:  2004-08-15       Impact factor: 12.531

Review 7.  The potential impact of tumour biology on improved clinical practice for medulloblastoma: progress towards biologically driven clinical trials.

Authors:  Barry L Pizer; Steven C Clifford
Journal:  Br J Neurosurg       Date:  2009-08       Impact factor: 1.596

8.  Mxi1, a protein that specifically interacts with Max to bind Myc-Max recognition sites.

Authors:  A S Zervos; J Gyuris; R Brent
Journal:  Cell       Date:  1993-01-29       Impact factor: 41.582

9.  Rapid, reliable, and reproducible molecular sub-grouping of clinical medulloblastoma samples.

Authors:  Paul A Northcott; David J H Shih; Marc Remke; Yoon-Jae Cho; Marcel Kool; Cynthia Hawkins; Charles G Eberhart; Adrian Dubuc; Toumy Guettouche; Yoslayma Cardentey; Eric Bouffet; Scott L Pomeroy; Marco Marra; David Malkin; James T Rutka; Andrey Korshunov; Stefan Pfister; Michael D Taylor
Journal:  Acta Neuropathol       Date:  2011-11-06       Impact factor: 17.088

10.  Integrated genomics identifies five medulloblastoma subtypes with distinct genetic profiles, pathway signatures and clinicopathological features.

Authors:  Marcel Kool; Jan Koster; Jens Bunt; Nancy E Hasselt; Arjan Lakeman; Peter van Sluis; Dirk Troost; Netteke Schouten-van Meeteren; Huib N Caron; Jacqueline Cloos; Alan Mrsić; Bauke Ylstra; Wieslawa Grajkowska; Wolfgang Hartmann; Torsten Pietsch; David Ellison; Steven C Clifford; Rogier Versteeg
Journal:  PLoS One       Date:  2008-08-28       Impact factor: 3.240

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  51 in total

Review 1.  Developmental origins and oncogenic pathways in malignant brain tumors.

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Journal:  Wiley Interdiscip Rev Dev Biol       Date:  2019-04-03       Impact factor: 5.814

2.  Can miRNA-based real-time PCR be used to classify medulloblastomas?

Authors:  Vijay Ramaswamy; Nardin Samuel; Marc Remke
Journal:  CNS Oncol       Date:  2014-05

Review 3.  Epigenetic regulation in medulloblastoma.

Authors:  Jiaqing Yi; Jiang Wu
Journal:  Mol Cell Neurosci       Date:  2017-12-18       Impact factor: 4.314

4.  The DNA methyltransferase inhibitor zebularine exerts antitumor effects and reveals BATF2 as a poor prognostic marker for childhood medulloblastoma.

Authors:  Augusto Faria Andrade; Kleiton Silva Borges; Veridiana Kiill Suazo; Lenisa Geron; Carolina Alves Pereira Corrêa; Angel Mauricio Castro-Gamero; Elton José Rosas de Vasconcelos; Ricardo Santos de Oliveira; Luciano Neder; José Andres Yunes; Simone Dos Santos Aguiar; Carlos Alberto Scrideli; Luiz Gonzaga Tone
Journal:  Invest New Drugs       Date:  2016-10-26       Impact factor: 3.850

5.  Medulloblastoma subgroup-specific outcomes in irradiated children: who are the true high-risk patients?

Authors:  Vijay Ramaswamy; Marc Remke; Jennifer Adamski; Ute Bartels; Uri Tabori; Xin Wang; Annie Huang; Cynthia Hawkins; Donald Mabbott; Normand Laperriere; Michael D Taylor; Eric Bouffet
Journal:  Neuro Oncol       Date:  2015-01-20       Impact factor: 12.300

6.  Molecular subgroups of medulloblastoma identification using noninvasive magnetic resonance spectroscopy.

Authors:  Stefan Blüml; Ashley S Margol; Richard Sposto; Rebekah J Kennedy; Nathan J Robison; Marzieh Vali; Long T Hung; Sakunthala Muthugounder; Jonathan L Finlay; Anat Erdreich-Epstein; Floyd H Gilles; Alexander R Judkins; Mark D Krieger; Girish Dhall; Marvin D Nelson; Shahab Asgharzadeh
Journal:  Neuro Oncol       Date:  2015-08-08       Impact factor: 12.300

7.  Methylation-specific multiplex ligation-dependent probe amplification and its impact on clinical findings in medulloblastoma.

Authors:  Denise Feierabend; Jan Walter; Susanne Grube; Christian Herbold; Christian Beetz; Rolf Kalff; Christian Ewald
Journal:  J Neurooncol       Date:  2013-10-27       Impact factor: 4.130

Review 8.  Risk stratification of childhood medulloblastoma in the molecular era: the current consensus.

Authors:  Vijay Ramaswamy; Marc Remke; Eric Bouffet; Simon Bailey; Steven C Clifford; Francois Doz; Marcel Kool; Christelle Dufour; Gilles Vassal; Till Milde; Olaf Witt; Katja von Hoff; Torsten Pietsch; Paul A Northcott; Amar Gajjar; Giles W Robinson; Laetitia Padovani; Nicolas André; Maura Massimino; Barry Pizer; Roger Packer; Stefan Rutkowski; Stefan M Pfister; Michael D Taylor; Scott L Pomeroy
Journal:  Acta Neuropathol       Date:  2016-04-04       Impact factor: 17.088

9.  Cytogenetic prognostication within medulloblastoma subgroups.

Authors:  David J H Shih; Paul A Northcott; Marc Remke; Andrey Korshunov; Vijay Ramaswamy; Marcel Kool; Betty Luu; Yuan Yao; Xin Wang; Adrian M Dubuc; Livia Garzia; John Peacock; Stephen C Mack; Xiaochong Wu; Adi Rolider; A Sorana Morrissy; Florence M G Cavalli; David T W Jones; Karel Zitterbart; Claudia C Faria; Ulrich Schüller; Leos Kren; Toshihiro Kumabe; Teiji Tominaga; Young Shin Ra; Miklós Garami; Peter Hauser; Jennifer A Chan; Shenandoah Robinson; László Bognár; Almos Klekner; Ali G Saad; Linda M Liau; Steffen Albrecht; Adam Fontebasso; Giuseppe Cinalli; Pasqualino De Antonellis; Massimo Zollo; Michael K Cooper; Reid C Thompson; Simon Bailey; Janet C Lindsey; Concezio Di Rocco; Luca Massimi; Erna M C Michiels; Stephen W Scherer; Joanna J Phillips; Nalin Gupta; Xing Fan; Karin M Muraszko; Rajeev Vibhakar; Charles G Eberhart; Maryam Fouladi; Boleslaw Lach; Shin Jung; Robert J Wechsler-Reya; Michelle Fèvre-Montange; Anne Jouvet; Nada Jabado; Ian F Pollack; William A Weiss; Ji-Yeoun Lee; Byung-Kyu Cho; Seung-Ki Kim; Kyu-Chang Wang; Jeffrey R Leonard; Joshua B Rubin; Carmen de Torres; Cinzia Lavarino; Jaume Mora; Yoon-Jae Cho; Uri Tabori; James M Olson; Amar Gajjar; Roger J Packer; Stefan Rutkowski; Scott L Pomeroy; Pim J French; Nanne K Kloosterhof; Johan M Kros; Erwin G Van Meir; Steven C Clifford; Franck Bourdeaut; Olivier Delattre; François F Doz; Cynthia E Hawkins; David Malkin; Wieslawa A Grajkowska; Marta Perek-Polnik; Eric Bouffet; James T Rutka; Stefan M Pfister; Michael D Taylor
Journal:  J Clin Oncol       Date:  2014-02-03       Impact factor: 44.544

10.  Histologically defined central nervous system primitive neuro-ectodermal tumours (CNS-PNETs) display heterogeneous DNA methylation profiles and show relationships to other paediatric brain tumour types.

Authors:  Ed C Schwalbe; James T Hayden; Hazel A Rogers; Suzanne Miller; Janet C Lindsey; Rebecca M Hill; Sarah-Leigh Nicholson; John-Paul Kilday; Martyna Adamowicz-Brice; Lisa Storer; Thomas S Jacques; Keith Robson; Jim Lowe; Daniel Williamson; Richard G Grundy; Simon Bailey; Steven C Clifford
Journal:  Acta Neuropathol       Date:  2013-11-09       Impact factor: 17.088

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