Advances in the classification of pediatric brain tumors through DNA methylation profiling: From research tool to frontline diagnostic

被引:54
作者
Kumar, Rahul [1 ,2 ]
Liu, Anthony P. Y. [3 ]
Orr, Brent A. [4 ]
Northcott, Paul A. [1 ]
Robinson, Giles W. [3 ]
机构
[1] St Jude Childrens Res Hosp, Dept Dev Neurobiol, Div Brain Tumor Res, 332 N Lauderdale St, Memphis, TN 38105 USA
[2] St Jude Grad Sch Biomed Sci, Memphis, TN USA
[3] St Jude Childrens Res Hosp, Div Neurooncol, Dept Oncol, MS 260,262 Danny Thomas Pl, Memphis, TN 38105 USA
[4] St Jude Childrens Res Hosp, Dept Pathol, 332 N Lauderdale St, Memphis, TN 38105 USA
关键词
epigenetics; methylation; molecular pathology; neuro-oncology; pediatric central nervous system tumors; CENTRAL-NERVOUS-SYSTEM; ATYPICAL TERATOID/RHABDOID TUMORS; TERATOID RHABDOID TUMOR; MOLECULAR CLASSIFICATION; LONG-TERM; DISTINCT SUBGROUPS; GENOMIC ANALYSIS; ADULT SURVIVORS; HIGH-GRADE; MEDULLOBLASTOMA;
D O I
10.1002/cncr.31583
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Despite significant improvements in pediatric brain tumor therapy and outcome, too many children still die of disease, and too many survivors experience significant sequelae as a result of conventional therapies. The molecular characterization of pediatric brain tumors has afforded tremendous insight into the basic biology and clinical management of these deadly childhood diseases. Genomic, epigenomic, and transcriptional profiling have facilitated the identification of significant heterogeneity among previously uniform disease entities. In particular, DNA methylation profiling has emerged as a robust tool for identifying key disease-specific subgroups that can exhibit distinct clinical outcomes. These approaches, which also complement classic histologic techniques, can suggest key mechanistic underpinnings of tumorigenesis and open the door for better informed and more tailored therapy. By leveraging the results of large-scale classifications of disease cohorts, novel driver mutations and pathways can be uncovered, enabling the generation of faithful animal models, promoting targeted drug design, informing developmental biology, and ultimately translating into improved clinical management. In this review, progress in the epigenetic classification of common malignant pediatric brain tumors, namely medulloblastoma, ependymoma, high-grade glioma, atypical teratoid/rhabdoid tumor, and central nervous system embryonal tumors, will be discussed, and the potential role of DNA methylation profiling as a frontline diagnostic modality will be emphasized.
引用
收藏
页码:4168 / 4180
页数:13
相关论文
共 87 条
[1]   MethPed: an R package for the identification of pediatric brain tumor subtypes [J].
Ahamed, Mohammad Tanvir ;
Danielsson, Anna ;
Nemes, Szilard ;
Caren, Helena .
BMC BIOINFORMATICS, 2016, 17
[2]   The SWI/SNF chromatin remodelling complex is required for maintenance of lineage specific enhancers [J].
Alver, Burak H. ;
Kim, Kimberly H. ;
Lu, Ping ;
Wang, Xiaofeng ;
Manchester, Haley E. ;
Wang, Weishan ;
Haswell, Jeffrey R. ;
Park, Peter J. ;
Roberts, Charles W. M. .
NATURE COMMUNICATIONS, 2017, 8
[3]   HGNET-BCOR Tumors of the Cerebellum Clinicopathologic and Molecular Characterization of 3 Cases [J].
Appay, Romain ;
Macagno, Nicolas ;
Padovani, Laetitia ;
Korshunov, Andrey ;
Kool, Marcel ;
Andre, Nicolas ;
Scavarda, Didier ;
Pietsch, Torsten ;
Figarella-Branger, Dominique .
AMERICAN JOURNAL OF SURGICAL PATHOLOGY, 2017, 41 (09) :1254-1260
[4]   Medulloblastoma: Molecular Classification-Based Personal Therapeutics [J].
Archer, Tenley C. ;
Mahoney, Elizabeth L. ;
Pomeroy, Scott L. .
NEUROTHERAPEUTICS, 2017, 14 (02) :265-273
[5]   Long-Term Outcomes Among Adult Survivors of Childhood Central Nervous System Malignancies in the Childhood Cancer Survivor Study [J].
Armstrong, Gregory T. ;
Liu, Qi ;
Yasui, Yutaka ;
Huang, Sujuan ;
Ness, Kirsten K. ;
Leisenring, Wendy ;
Hudson, Melissa M. ;
Donaldson, Sarah S. ;
King, Allison A. ;
Stovall, Marilyn ;
Krull, Kevin R. ;
Robison, Leslie L. ;
Packer, Roger J. .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2009, 101 (13) :946-958
[6]  
Biegel JA, 1999, CANCER RES, V59, P74
[7]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[8]   Genomic analysis of diffuse intrinsic pontine gliomas identifies three molecular subgroups and recurrent activating ACVR1 mutations [J].
Buczkowicz, Pawel ;
Hoeman, Christine ;
Rakopoulos, Patricia ;
Pajovic, Sanja ;
Letourneau, Louis ;
Dzamba, Misko ;
Morrison, Andrew ;
Lewis, Peter ;
Bouffet, Eric ;
Bartels, Ute ;
Zuccaro, Jennifer ;
Agnihotri, Sameer ;
Rya, Scott ;
Barszczyk, Mark ;
Chornenkyy, Yevgen ;
Bourgey, Mathieu ;
Bourque, Guillaume ;
Montpetit, Alexandre ;
Cordero, Francisco ;
Castelo-Branco, Pedro ;
Mangere, Joshua ;
Tabori, Uri ;
Ching, King ;
Huang, Annie ;
Taylor, Kathryn R. ;
Mackay, Alan ;
Bendell, Anne E. ;
Nazarian, Javad ;
Fangusaro, Jason R. ;
Karajannis, Matthias A. ;
Zagzag, David ;
Foreman, Nicholas K. ;
Donson, Andrew ;
Hegert, Julia V. ;
Smith, Amy ;
Chan, Jennifer ;
Lafay-Cousin, Lucy ;
Dunn, Sandra ;
Hukin, Juliette ;
Dunham, Chris ;
Scheinemann, Katrin ;
Michaud, Jean ;
Zelcer, Shayna ;
Ramsay, David ;
Cain, Jason ;
Brennan, Cameron ;
Souweidane, Mark M. ;
Jones, Chris ;
Allis, C. David ;
Brudno, Michael .
NATURE GENETICS, 2014, 46 (05) :451-456
[9]   Survival outcomes in atypical teratoid rhabdoid tumor for patients undergoing radiotherapy in a Surveillance, Epidemiology, and End Results analysis [J].
Buscariollo, Daniela L. ;
Park, Henry S. ;
Roberts, Kenneth B. ;
Yu, James B. .
CANCER, 2012, 118 (17) :4212-4219
[10]   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-+