Second-generation molecular subgrouping of medulloblastoma: an international meta-analysis of Group 3 and Group 4 subtypes

被引:184
作者
Sharma, Tanvi [1 ,2 ,3 ]
Schwalbe, Edward C. [5 ,6 ]
Williamson, Daniel [5 ]
Sill, Martin [1 ,2 ]
Hovestadt, Volker [7 ,8 ,9 ,10 ]
Mynarek, Martin [11 ]
Rutkowski, Stefan [11 ]
Robinson, Giles W. [12 ]
Gajjar, Amar [12 ]
Cavalli, Florence [13 ]
Ramaswamy, Vijay [13 ,14 ]
Taylor, Michael D. [13 ,15 ]
Lindsey, Janet C. [5 ]
Hill, Rebecca M. [5 ]
Jaeger, Natalie [1 ,2 ]
Korshunov, Andrey [16 ]
Hicks, Debbie [5 ]
Bailey, Simon [5 ]
Kool, Marcel [1 ,2 ]
Chavez, Lukas [17 ]
Northcott, Paul A. [18 ]
Pfister, Stefan M. [1 ,2 ,4 ]
Clifford, Steven C. [5 ]
机构
[1] Natl Ctr Tumour Dis Heidelberg KiTZ, Hopp Childrens Canc Ctr, Heidelberg, Germany
[2] German Canc Res Ctr, Div Paediat Neurooncol, Heidelberg, Germany
[3] Heidelberg Univ, Fac Biosci, Heidelberg, Germany
[4] Heidelberg Univ Hosp, Dept Paediat Haematol & Oncol, Heidelberg, Germany
[5] Newcastle Univ, Northern Inst Canc Res, Wolfson Childhood Canc Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
[6] Northumbria Univ, Dept Appl Sci, Newcastle Upon Tyne, Tyne & Wear, England
[7] Massachusetts Gen Hosp, Dept Pathol, Boston, MA 02114 USA
[8] Massachusetts Gen Hosp, Ctr Canc Res, Boston, MA 02114 USA
[9] Harvard Med Sch, Boston, MA 02114 USA
[10] Broad Inst Harvard & MIT, Cambridge, MA 02142 USA
[11] Univ Klinikum Hamburg Eppendorf, Dept Pediat Hematol & Oncol, Ctr Obstet & Pediat, Hamburg, Germany
[12] St Jude Childrens Res Hosp, Dept Oncol, 332 N Lauderdale St, Memphis, TN 38105 USA
[13] Hosp Sick Children, Programme Dev & Stem Cell Biol, Toronto, ON, Canada
[14] Hosp Sick Children, Dept Pediat, Div Haematol Oncol, 555 Univ Ave, Toronto, ON M5G 1X8, Canada
[15] Univ Toronto, Dept Lab Med & Pathobiol, Toronto, ON, Canada
[16] German Canc Res Ctr, Div Clin Cooperat Unit Neuropathol, Heidelberg, Germany
[17] Univ Calif San Diego, Dept Med, San Diego, CA 92103 USA
[18] St Jude Childrens Res Hosp, Dept Dev Neurobiol, 332 N Lauderdale St, Memphis, TN 38105 USA
关键词
Medulloblastoma; Subtypes; Meta-analysis; Biomarkers; Methylation; CENTRAL-NERVOUS-SYSTEM; CHILDHOOD MEDULLOBLASTOMA; OUTCOME PREDICTION; CLASSIFICATION; HETEROGENEITY; TUMORS;
D O I
10.1007/s00401-019-02020-0
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
In 2012, an international consensus paper reported that medulloblastoma comprises four molecular subgroups (WNT, SHH, Group 3, and Group 4), each associated with distinct genomic features and clinical behavior. Independently, multiple recent reports have defined further intra-subgroup heterogeneity in the form of biologically and clinically relevant subtypes. However, owing to differences in patient cohorts and analytical methods, estimates of subtype number and definition have been inconsistent, especially within Group 3 and Group 4. Herein, we aimed to reconcile the definition of Group 3/Group 4MB subtypes through the analysis of a series of 1501 medulloblastomas with DNA-methylation profiling data, including 852 with matched transcriptome data. Using multiple complementary bioinformatic approaches, we compared the concordance of subtype calls between published cohorts and analytical methods, including assessments of class-definition confidence and reproducibility. While the lowest complexity solutions continued to support the original consensus subgroups of Group 3 and Group 4, our analysis most strongly supported a definition comprising eight robust Group 3/Group 4 subtypes (types I-VIII). Subtype II was consistently identified across all component studies, while all others were supported by multiple class-definition methods. Regardless of analytical technique, increasing cohort size did not further increase the number of identified Group 3/Group 4 subtypes. Summarizing the molecular and clinico-pathological features of these eight subtypes indicated enrichment of specific driver gene alterations and cytogenetic events amongst subtypes, and identified highly disparate survival outcomes, further supporting their biological and clinical relevance. Collectively, this study provides continued support for consensus Groups 3 and 4 while enabling robust derivation of, and categorical accounting for, the extensive intertumoral heterogeneity within Groups 3 and 4, revealed by recent high-resolution subclassification approaches. Furthermore, these findings provide a basis for application of emerging methods (e.g., proteomics/single-cell approaches) which may additionally inform medulloblastoma subclassification. Outputs from this study will help shape definition of the next generation of medulloblastoma clinical protocols and facilitate the application of enhanced molecularly guided risk stratification to improve outcomes and quality of life for patients and their families.
引用
收藏
页码:309 / 326
页数:18
相关论文
共 32 条
  • [1] Proteomics, Post-translational Modifications, and Integrative Analyses Reveal Molecular Heterogeneity within Medulloblastoma Subgroups
    Archer, Tenley C.
    Ehrenberger, Tobias
    Mundt, Filip
    Gold, Maxwell P.
    Krug, Karsten
    Mah, Clarence K.
    Mahoney, Elizabeth L.
    Daniel, Colin J.
    LeNail, Alexander
    Ramamoorthy, Divya
    Mertins, Philipp
    Mani, D. R.
    Zhang, Hailei
    Gillette, Michael A.
    Clauser, Karl
    Noble, Michael
    Tang, Lauren C.
    Pierre-Francois, Jessica
    Silterra, Jacob
    Jensen, James
    Tamayo, Pablo
    Korshunov, Andrey
    Pfister, Stefan M.
    Kool, Marcel
    Northcott, Paul A.
    Sears, Rosalie C.
    Lipton, Jonathan O.
    Carr, Steven A.
    Mesirov, Jill P.
    Pomeroy, Scott L.
    Fraenkel, Ernest
    [J]. CANCER CELL, 2018, 34 (03) : 396 - +
  • [2] DNA methylation-based classification of central nervous system tumours
    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
    [J]. NATURE, 2018, 555 (7697) : 469 - +
  • [3] Intertumoral Heterogeneity within Medulloblastoma Subgroups
    Cavalli, Florence M. G.
    Remke, Marc
    Rampasek, Ladislav
    Peacock, John
    Shih, David J. H.
    Luu, Betty
    Garzia, Livia
    Torchia, Jonathon
    Nor, Carolina
    Morrissy, A. Sorana
    Agnihotri, Sameer
    Thompson, Yuan Yao
    Kuzan-Fischer, Claudia M.
    Farooq, Hamza
    Isaev, Keren
    Daniels, Craig
    Cho, Byung-Kyu
    Kim, Seung-Ki
    Wang, Kyu-Chang
    Lee, Ji Yeoun
    Grajkowska, Wieslawa A.
    Perek-Polnik, Marta
    Vasiljevic, Alexandre
    Faure-Conter, Cecile
    Jouvet, Anne
    Giannini, Caterina
    Rao, Amulya A. Nageswara
    Li, Kay Ka Wai
    Ng, Ho-Keung
    Eberhart, Charles G.
    Pollack, Ian F.
    Hamilton, Ronald L.
    Gillespie, G. Yancey
    Olson, James M.
    Leary, Sarah
    Weiss, William A.
    Lach, Boleslaw
    Chambless, Lola B.
    Thompson, Reid C.
    Cooper, Michael K.
    Vibhakar, Rajeev
    Hauser, Peter
    van Veelen, Marie-Lise C.
    Kros, Johan M.
    French, Pim J.
    Ra, Young Shin
    Kumabe, Toshihiro
    Lopez-Aguilar, Enrique
    Zitterbart, Karel
    Sterba, Jaroslav
    [J]. CANCER CELL, 2017, 31 (06) : 737 - +
  • [4] Integrative Genomic Analysis of Medulloblastoma Identifies a Molecular Subgroup That Drives Poor Clinical Outcome
    Cho, Yoon-Jae
    Tsherniak, Aviad
    Tamayo, Pablo
    Santagata, Sandro
    Ligon, Azra
    Greulich, Heidi
    Berhoukim, Rameen
    Amani, Vladimir
    Goumnerova, Liliana
    Eberhart, Charles G.
    Lau, Ching C.
    Olson, James M.
    Gilbertson, Richard J.
    Gajjar, Amar
    Delattre, Olivier
    Kool, Marcel
    Ligon, Keith
    Meyerson, Matthew
    Mesirov, Jill P.
    Pomeroy, Scott L.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2011, 29 (11) : 1424 - 1430
  • [5] Wnt/Wingless pathway activation and chromosome 6 loss characterize a distinct molecular sub-group of medulloblastomas associated with a favorable prognosis
    Clifford, Steven C.
    Lusher, Meryl E.
    Lindsey, Janet C.
    Langdon, Jacqueline A.
    Gilbertson, Richard J.
    Straughton, Debbie
    Ellison, David W.
    [J]. CELL CYCLE, 2006, 5 (22) : 2666 - 2670
  • [6] A comprehensive overview of Infinium HumanMethylation450 data processing
    Dedeurwaerder, Sarah
    Defrance, Matthieu
    Bizet, Martin
    Calonne, Emilie
    Bontempi, Gianluca
    Fuks, Francois
    [J]. BRIEFINGS IN BIOINFORMATICS, 2014, 15 (06) : 929 - 941
  • [7] Medulloblastoma: clinicopathological correlates of SHH, WNT, and non-SHH/WNT molecular subgroups
    Ellison, David W.
    Dalton, James
    Kocak, Mehmet
    Nicholson, Sarah Leigh
    Fraga, Charles
    Neale, Geoff
    Kenney, Anna M.
    Brat, Dan J.
    Perry, Arie
    Yong, William H.
    Taylor, Roger E.
    Bailey, Simon
    Clifford, Steven C.
    Gilbertson, Richard J.
    [J]. ACTA NEUROPATHOLOGICA, 2011, 121 (03) : 381 - 396
  • [8] β-catenin status predicts a favorable outcome in childhood medulloblastoma:: The United Kingdom Children's Cancer Study Group Brain Tumour Committee
    Ellison, DW
    Onilude, OE
    Lindsey, JC
    Lusher, ME
    Weston, CL
    Taylor, RE
    Pearson, AD
    Clifford, SC
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2005, 23 (31) : 7951 - 7957
  • [9] Unboxing cluster heatmaps
    Engle, Sophie
    Whalen, Sean
    Joshi, Alark
    Pollard, Katherine S.
    [J]. BMC BIOINFORMATICS, 2017, 18
  • [10] Aberrant ERBB4-SRC Signaling as a Hallmark of Group 4 Medulloblastoma Revealed by Integrative Phosphoproteomic Profiling
    Forget, Antoine
    Martignetti, Loredana
    Puget, Stephanie
    Calzone, Laurence
    Brabetz, Sebastian
    Picard, Daniel
    Montagud, Arnau
    Liva, Stephane
    Sta, Alexandre
    Dingli, Florent
    Arras, Guillaume
    Rivera, Jaime
    Loew, Damarys
    Besnard, Aurore
    Lacombe, Joelle
    Pages, Melanie
    Varlet, Pascale
    Dufour, Christelle
    Yu, Hua
    Mercier, Audrey L.
    Indersie, Emilie
    Chivet, Anais
    Leboucher, Sophie
    Sieber, Laura
    Beccaria, Kevin
    Gombert, Michael
    Meyer, Frauke D.
    Qin, Nan
    Bartl, Jasmin
    Chavez, Lukas
    Okonechnikov, Konstantin
    Sharma, Tanvi
    Thatikonda, Venu
    Bourdeaut, Franck
    Pouponnot, Celio
    Ramaswamy, Vijay
    Korshunov, Andrey
    Borkhardt, Arndt
    Reifenberger, Guido
    Poullet, Patrick
    Taylor, Michael D.
    Kool, Marcel
    Pfister, Stefan M.
    Kawauchi, Daisuke
    Barillot, Emmanuel
    Remke, Marc
    Ayrault, Olivier
    [J]. CANCER CELL, 2018, 34 (03) : 379 - +