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Volumn 125, Issue 3, 2013, Pages 359-371

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

Author keywords

Biomarkers; Medulloblastoma; Methylation; Prognosis; Subgroups

Indexed keywords

BIOLOGICAL MARKER; FORMALDEHYDE; INTERLEUKIN 8; MESSENGER RNA; PARAFFIN; PROTEIN G3; PROTEIN G4; PROTEIN MX11; SONIC HEDGEHOG PROTEIN; TUMOR MARKER; UNCLASSIFIED DRUG; WNT PROTEIN;

EID: 84878874877     PISSN: 00016322     EISSN: 14320533     Source Type: Journal    
DOI: 10.1007/s00401-012-1077-2     Document Type: Article
Times cited : (137)

References (53)
  • 1
    • 57149120670 scopus 로고    scopus 로고
    • Global analysis of the medulloblastoma epigenome identifies disease-subgroup-specific inactivation of COL1A2
    • 18664619 10.1215/15228517-2008-048 1:CAS:528:DC%2BD1MXmvV2htw%3D%3D
    • Anderton JA, Lindsey JC, Lusher ME, Gilbertson RJ, Bailey S, Ellison DW, Clifford SC (2008) Global analysis of the medulloblastoma epigenome identifies disease-subgroup-specific inactivation of COL1A2. Neuro Oncol 10:981-994
    • (2008) Neuro Oncol , vol.10 , pp. 981-994
    • Anderton, J.A.1    Lindsey, J.C.2    Lusher, M.E.3    Gilbertson, R.J.4    Bailey, S.5    Ellison, D.W.6    Clifford, S.C.7
  • 2
    • 33644649616 scopus 로고    scopus 로고
    • High-throughput DNA methylation profiling using universal bead arrays
    • 16449502 10.1101/gr.4410706 1:CAS:528:DC%2BD28Xit1Kntrg%3D
    • Bibikova M, Lin Z, Zhou L, Chudin E, Garcia EW, Wu B, et al. (2006) High-throughput DNA methylation profiling using universal bead arrays. Genome Res 16:383-393
    • (2006) Genome Res , vol.16 , pp. 383-393
    • Bibikova, M.1    Lin, Z.2    Zhou, L.3    Chudin, E.4    Garcia, E.W.5    Wu, B.6
  • 3
    • 1642529511 scopus 로고    scopus 로고
    • Metagenes and molecular pattern discovery using matrix factorization
    • 15016911 10.1073/pnas.0308531101 1:CAS:528:DC%2BD2cXivFartrc%3D
    • Brunet J-P, Tamayo P, Golub TR, Mesirov JP (2004) Metagenes and molecular pattern discovery using matrix factorization. Proc Natl Acad Sci USA 101:4164-4169
    • (2004) Proc Natl Acad Sci USA , vol.101 , pp. 4164-4169
    • Brunet, J.-P.1    Tamayo, P.2    Golub, T.R.3    Mesirov, J.P.4
  • 4
    • 57249114507 scopus 로고    scopus 로고
    • BASH: A tool for managing BeadArray spatial artefacts
    • 18953044 10.1093/bioinformatics/btn557 1:CAS:528:DC%2BD1cXhsVOgtr7O
    • Cairns JM, Dunning MJ, Ritchie ME, Russell R, Lynch AG (2008) BASH: a tool for managing BeadArray spatial artefacts. Bioinformatics 24:2921-2922
    • (2008) Bioinformatics , vol.24 , pp. 2921-2922
    • Cairns, J.M.1    Dunning, M.J.2    Ritchie, M.E.3    Russell, R.4    Lynch, A.G.5
  • 5
    • 84863605700 scopus 로고    scopus 로고
    • MAX and MYC: A heritable breakup
    • 22706201 10.1158/0008-5472.CAN-11-3891 1:CAS:528:DC%2BC38XpsFKkt70%3D
    • Cascon A, Robledo M (2012) MAX and MYC: a heritable breakup. Cancer Res 72:3119-3124
    • (2012) Cancer Res , vol.72 , pp. 3119-3124
    • Cascon, A.1    Robledo, M.2
  • 6
    • 0014619880 scopus 로고
    • An operative staging system and a megavoltage radiotherapeutic technic for cerebellar medulloblastomas
    • 4983156 1:STN:280:DyaE3c%2FnvVOhtQ%3D%3D
    • Chang CH, Housepian EM, Herbert C Jr (1969) An operative staging system and a megavoltage radiotherapeutic technic for cerebellar medulloblastomas. Radiology 93:1351-1359
    • (1969) Radiology , vol.93 , pp. 1351-1359
    • Chang, C.H.1    Housepian, E.M.2    Herbert Jr., C.3
  • 7
    • 79954991010 scopus 로고    scopus 로고
    • Integrative genomic analysis of medulloblastoma identifies a molecular subgroup that drives poor clinical outcome
    • 21098324 10.1200/JCO.2010.28.5148
    • Cho YJ, Tsherniak A, Tamayo P, Santagata S, Ligon A, Greulich H, et al. (2011) Integrative genomic analysis of medulloblastoma identifies a molecular subgroup that drives poor clinical outcome. J Clin Oncol 29:1424-1430
    • (2011) J Clin Oncol , vol.29 , pp. 1424-1430
    • Cho, Y.J.1    Tsherniak, A.2    Tamayo, P.3    Santagata, S.4    Ligon, A.5    Greulich, H.6
  • 8
    • 33751234205 scopus 로고    scopus 로고
    • Wnt/Wingless pathway activation and chromosome 6 loss characterize a distinct molecular sub-group of medulloblastomas associated with a favorable prognosis
    • 17172831 10.4161/cc.5.22.3446 1:CAS:528:DC%2BD2sXhslyhsLY%3D
    • Clifford SC, Lusher ME, Lindsey JC, Langdon JA, Gilbertson RJ, Straughton D, Ellison DW (2006) Wnt/Wingless pathway activation and chromosome 6 loss characterize a distinct molecular sub-group of medulloblastomas associated with a favorable prognosis. Cell Cycle 5:2666-2670
    • (2006) Cell Cycle , vol.5 , pp. 2666-2670
    • Clifford, S.C.1    Lusher, M.E.2    Lindsey, J.C.3    Langdon, J.A.4    Gilbertson, R.J.5    Straughton, D.6    Ellison, D.W.7
  • 9
    • 58149394104 scopus 로고    scopus 로고
    • Gender affects survival for medulloblastoma only in older children and adults: A study from the surveillance epidemiology and end results registry
    • 10.1002/pbc.21832
    • Curran EK, Sainani KL, Le GM, Propp JM, Fisher PG (2008) Gender affects survival for medulloblastoma only in older children and adults: a study from the surveillance epidemiology and end results registry. Pediatr Blood Cancer 52:60-64
    • (2008) Pediatr Blood Cancer , vol.52 , pp. 60-64
    • Curran, E.K.1    Sainani, K.L.2    Le, G.M.3    Propp, J.M.4    Fisher, P.G.5
  • 10
    • 76249131823 scopus 로고    scopus 로고
    • DNA methylation of developmental genes in pediatric medulloblastomas identified by denaturation analysis of methylation differences
    • 19966297 10.1073/pnas.0907606106 1:CAS:528:DC%2BC3cXnsFCltw%3D%3D
    • Diede SJ, Guenthoer J, Geng LN, Mahoney SE, Marotta M, Olson JM, Tanaka H, Tapscott SJ (2010) DNA methylation of developmental genes in pediatric medulloblastomas identified by denaturation analysis of methylation differences. Proc Natl Acad Sci USA 107:234-239
    • (2010) Proc Natl Acad Sci USA , vol.107 , pp. 234-239
    • Diede, S.J.1    Guenthoer, J.2    Geng, L.N.3    Mahoney, S.E.4    Marotta, M.5    Olson, J.M.6    Tanaka, H.7    Tapscott, S.J.8
  • 11
    • 26644466101 scopus 로고    scopus 로고
    • Multiple SVM-RFE for gene selection in cancer classification with expression data
    • 16220686 10.1109/TNB.2005.853657
    • Duan KB, Rajapakse JC, Wang H, Azuaje F (2005) Multiple SVM-RFE for gene selection in cancer classification with expression data. IEEE Trans Nanobioscience 4:228-234
    • (2005) IEEE Trans Nanobioscience , vol.4 , pp. 228-234
    • Duan, K.B.1    Rajapakse, J.C.2    Wang, H.3    Azuaje, F.4
  • 12
    • 34548561818 scopus 로고    scopus 로고
    • Beadarray: R classes and methods for Illumina bead-based data
    • 17586828 10.1093/bioinformatics/btm311 1:CAS:528:DC%2BD2sXhtVWqtrzL
    • Dunning MJ, Smith ML, Ritchie ME, Tavare S (2007) beadarray: R classes and methods for Illumina bead-based data. Bioinformatics 23:2183-2184
    • (2007) Bioinformatics , vol.23 , pp. 2183-2184
    • Dunning, M.J.1    Smith, M.L.2    Ritchie, M.E.3    Tavare, S.4
  • 15
    • 32944461274 scopus 로고    scopus 로고
    • Beta-Catenin status predicts a favorable outcome in childhood medulloblastoma: The United Kingdom Children's Cancer Study Group Brain Tumour Committee
    • 16258095 10.1200/JCO.2005.01.5479 1:CAS:528:DC%2BD2MXht1CqsL7P
    • Ellison DW, Onilude OE, Lindsey JC, Lusher ME, Weston CL, Taylor RE, Pearson AD, Clifford SC (2005) beta-Catenin status predicts a favorable outcome in childhood medulloblastoma: the United Kingdom Children's Cancer Study Group Brain Tumour Committee. J Clin Oncol 23:7951-7957
    • (2005) J Clin Oncol , vol.23 , pp. 7951-7957
    • Ellison, D.W.1    Onilude, O.E.2    Lindsey, J.C.3    Lusher, M.E.4    Weston, C.L.5    Taylor, R.E.6    Pearson, A.D.7    Clifford, S.C.8
  • 16
    • 33749044182 scopus 로고    scopus 로고
    • Risk-adapted craniospinal radiotherapy followed by high-dose chemotherapy and stem-cell rescue in children with newly diagnosed medulloblastoma (St Jude Medulloblastoma-96): Long-term results from a prospective, multicentre trial
    • 17012043 10.1016/S1470-2045(06)70867-1
    • Gajjar A, Chintagumpala M, Ashley D, Kellie S, Kun LE, Merchant TE, et al. (2006) Risk-adapted craniospinal radiotherapy followed by high-dose chemotherapy and stem-cell rescue in children with newly diagnosed medulloblastoma (St Jude Medulloblastoma-96): long-term results from a prospective, multicentre trial. Lancet Oncol 7:813-820
    • (2006) Lancet Oncol , vol.7 , pp. 813-820
    • Gajjar, A.1    Chintagumpala, M.2    Ashley, D.3    Kellie, S.4    Kun, L.E.5    Merchant, T.E.6
  • 17
    • 0033936550 scopus 로고    scopus 로고
    • Time-dependent ROC curves for censored survival data and a diagnostic marker
    • 10877287 10.1111/j.0006-341X.2000.00337.x 1:STN:280: DC%2BD3cvotVyntw%3D%3D
    • Heagerty PJ, Lumley T, Pepe MS (2000) Time-dependent ROC curves for censored survival data and a diagnostic marker. Biometrics 56:337-344
    • (2000) Biometrics , vol.56 , pp. 337-344
    • Heagerty, P.J.1    Lumley, T.2    Pepe, M.S.3
  • 18
    • 20044372154 scopus 로고    scopus 로고
    • MGMT gene silencing and benefit from temozolomide in glioblastoma
    • 15758010 10.1056/NEJMoa043331 1:CAS:528:DC%2BD2MXit1Wktro%3D
    • Hegi ME, Diserens AC, Gorlia T, Hamou MF, de Tribolet N, Weller M, et al. (2005) MGMT gene silencing and benefit from temozolomide in glioblastoma. N Engl J Med 352:997-1003
    • (2005) N Engl J Med , vol.352 , pp. 997-1003
    • Hegi, M.E.1    Diserens, A.C.2    Gorlia, T.3    Hamou, M.F.4    De Tribolet, N.5    Weller, M.6
  • 19
    • 84864419974 scopus 로고    scopus 로고
    • Dissecting the genomic complexity underlying medulloblastoma
    • 22832583 10.1038/nature11284 1:CAS:528:DC%2BC38XhtFWmt7bK
    • Jones DT, Jager N, Kool M, Zichner T, Hutter B, Sultan M, et al. (2012) Dissecting the genomic complexity underlying medulloblastoma. Nature 488:100-105
    • (2012) Nature , vol.488 , pp. 100-105
    • Jones, D.T.1    Jager, N.2    Kool, M.3    Zichner, T.4    Hutter, B.5    Sultan, M.6
  • 20
    • 77952671657 scopus 로고    scopus 로고
    • The SFRP family of WNT inhibitors function as novel tumor suppressor genes epigenetically silenced in medulloblastoma
    • 20208569 10.1038/onc.2010.32 1:CAS:528:DC%2BC3cXivVKjsLw%3D
    • Kongkham PN, Northcott PA, Croul SE, Smith CA, Taylor MD, Rutka JT (2010) The SFRP family of WNT inhibitors function as novel tumor suppressor genes epigenetically silenced in medulloblastoma. Oncogene 29:3017-3024
    • (2010) Oncogene , vol.29 , pp. 3017-3024
    • Kongkham, P.N.1    Northcott, P.A.2    Croul, S.E.3    Smith, C.A.4    Taylor, M.D.5    Rutka, J.T.6
  • 21
    • 84863393028 scopus 로고    scopus 로고
    • Molecular subgroups of medulloblastoma: An international meta-analysis of transcriptome, genetic aberrations, and clinical data of WNT, SHH, Group 3, and Group 4 medulloblastomas
    • 22358457 10.1007/s00401-012-0958-8 1:CAS:528:DC%2BC38XktlaqsL4%3D
    • Kool M, Korshunov A, Remke M, Jones DT, Schlanstein M, Northcott PA, et al. (2012) Molecular subgroups of medulloblastoma: an international meta-analysis of transcriptome, genetic aberrations, and clinical data of WNT, SHH, Group 3, and Group 4 medulloblastomas. Acta Neuropathol 123:473-484
    • (2012) Acta Neuropathol , vol.123 , pp. 473-484
    • Kool, M.1    Korshunov, A.2    Remke, M.3    Jones, D.T.4    Schlanstein, M.5    Northcott, P.A.6
  • 22
    • 52449119078 scopus 로고    scopus 로고
    • Integrated genomics identifies five medulloblastoma subtypes with distinct genetic profiles, pathway signatures and clinicopathological features
    • 18769486 10.1371/journal.pone.0003088
    • Kool M, Koster J, Bunt J, Hasselt NE, Lakeman A, van Sluis P, et al. (2008) Integrated genomics identifies five medulloblastoma subtypes with distinct genetic profiles, pathway signatures and clinicopathological features. PLoS ONE 3:e3088
    • (2008) PLoS ONE , vol.3 , pp. 3088
    • Kool, M.1    Koster, J.2    Bunt, J.3    Hasselt, N.E.4    Lakeman, A.5    Van Sluis, P.6
  • 23
    • 4143081483 scopus 로고    scopus 로고
    • Combined histopathological and molecular cytogenetic stratification of medulloblastoma patients
    • 15328187 10.1158/1078-0432.CCR-03-0721 1:CAS:528:DC%2BD2cXmvFSltb4%3D
    • Lamont JM, McManamy CS, Pearson AD, Clifford SC, Ellison DW (2004) Combined histopathological and molecular cytogenetic stratification of medulloblastoma patients. Clin Cancer Res 10:5482-5493
    • (2004) Clin Cancer Res , vol.10 , pp. 5482-5493
    • Lamont, J.M.1    McManamy, C.S.2    Pearson, A.D.3    Clifford, S.C.4    Ellison, D.W.5
  • 24
    • 33644906665 scopus 로고    scopus 로고
    • Combined genome-wide allelotyping and copy number analysis identify frequent genetic losses without copy number reduction in medulloblastoma
    • 16149064 10.1002/gcc.20262 1:CAS:528:DC%2BD2MXht1Kgu7zM
    • Langdon JA, Lamont JM, Scott DK, Dyer S, Prebble E, Bown N, Grundy RG, Ellison DW, Clifford SC (2006) Combined genome-wide allelotyping and copy number analysis identify frequent genetic losses without copy number reduction in medulloblastoma. Genes Chromosomes Cancer 45:47-60
    • (2006) Genes Chromosomes Cancer , vol.45 , pp. 47-60
    • Langdon, J.A.1    Lamont, J.M.2    Scott, D.K.3    Dyer, S.4    Prebble, E.5    Bown, N.6    Grundy, R.G.7    Ellison, D.W.8    Clifford, S.C.9
  • 27
    • 34447307713 scopus 로고    scopus 로고
    • Epigenetic deregulation of multiple S100 gene family members by differential hypomethylation and hypermethylation events in medulloblastoma
    • 17579622 10.1038/sj.bjc.6603852 1:CAS:528:DC%2BD2sXnsFaqsb8%3D
    • Lindsey JC, Lusher ME, Anderton JA, Gilbertson RJ, Ellison DW, Clifford SC (2007) Epigenetic deregulation of multiple S100 gene family members by differential hypomethylation and hypermethylation events in medulloblastoma. Br J Cancer 97:267-274
    • (2007) Br J Cancer , vol.97 , pp. 267-274
    • Lindsey, J.C.1    Lusher, M.E.2    Anderton, J.A.3    Gilbertson, R.J.4    Ellison, D.W.5    Clifford, S.C.6
  • 31
    • 79952471898 scopus 로고    scopus 로고
    • Interleukin-8 is associated with proliferation, migration, angiogenesis and chemosensitivity in vitro and in vivo in colon cancer cell line models
    • 20648559 10.1002/ijc.25562 1:CAS:528:DC%2BC3MXivVGgsLw%3D
    • Ning Y, Manegold PC, Hong YK, Zhang W, Pohl A, Lurje G, Winder T, Yang D, LaBonte MJ, Wilson PM, Ladner RD, Lenz HJ (2011) Interleukin-8 is associated with proliferation, migration, angiogenesis and chemosensitivity in vitro and in vivo in colon cancer cell line models. Int J Cancer 128:2038-2049
    • (2011) Int J Cancer , vol.128 , pp. 2038-2049
    • Ning, Y.1    Manegold, P.C.2    Hong, Y.K.3    Zhang, W.4    Pohl, A.5    Lurje, G.6    Winder, T.7    Yang, D.8    Labonte, M.J.9    Wilson, P.M.10    Ladner, R.D.11    Lenz, H.J.12
  • 33
    • 84862680481 scopus 로고    scopus 로고
    • Rapid, reliable, and reproducible molecular sub-grouping of clinical medulloblastoma samples
    • 22057785 10.1007/s00401-011-0899-7 1:CAS:528:DC%2BC38Xktlaru70%3D
    • Northcott PA, Shih DJ, Remke M, Cho YJ, Kool M, Hawkins C, et al. (2012) Rapid, reliable, and reproducible molecular sub-grouping of clinical medulloblastoma samples. Acta Neuropathol 123:615-626
    • (2012) Acta Neuropathol , vol.123 , pp. 615-626
    • Northcott, P.A.1    Shih, D.J.2    Remke, M.3    Cho, Y.J.4    Kool, M.5    Hawkins, C.6
  • 34
    • 77952108366 scopus 로고    scopus 로고
    • Identification of a CpG island methylator phenotype that defines a distinct subgroup of glioma
    • 20399149 10.1016/j.ccr.2010.03.017 1:CAS:528:DC%2BC3cXmslKqsr0%3D
    • Noushmehr H, Weisenberger DJ, Diefes K, Phillips HS, Pujara K, Berman BP, et al. (2010) Identification of a CpG island methylator phenotype that defines a distinct subgroup of glioma. Cancer Cell 17:510-522
    • (2010) Cancer Cell , vol.17 , pp. 510-522
    • Noushmehr, H.1    Weisenberger, D.J.2    Diefes, K.3    Phillips, H.S.4    Pujara, K.5    Berman, B.P.6
  • 35
    • 79251629946 scopus 로고    scopus 로고
    • The genetic landscape of the childhood cancer medulloblastoma
    • 21163964 10.1126/science.1198056 1:CAS:528:DC%2BC3MXpsF2lsw%3D%3D
    • Parsons DW, Li M, Zhang X, Jones S, Leary RJ, Lin JC, et al. (2011) The genetic landscape of the childhood cancer medulloblastoma. Science 331:435-439
    • (2011) Science , vol.331 , pp. 435-439
    • Parsons, D.W.1    Li, M.2    Zhang, X.3    Jones, S.4    Leary, R.J.5    Lin, J.C.6
  • 36
    • 63749118521 scopus 로고    scopus 로고
    • Outcome prediction in pediatric medulloblastoma based on DNA copy-number aberrations of chromosomes 6q and 17q and the MYC and MYCN loci
    • 19255330 10.1200/JCO.2008.17.9432
    • Pfister SM, Remke M, Benner A, Mendrzyk F, Toedt G, Felsberg J, et al. (2009) Outcome prediction in pediatric medulloblastoma based on DNA copy-number aberrations of chromosomes 6q and 17q and the MYC and MYCN loci. J Clin Oncol 27:1627-1636
    • (2009) J Clin Oncol , vol.27 , pp. 1627-1636
    • Pfister, S.M.1    Remke, M.2    Benner, A.3    Mendrzyk, F.4    Toedt, G.5    Felsberg, J.6
  • 37
    • 68849120875 scopus 로고    scopus 로고
    • The potential impact of tumour biology on improved clinical practice for medulloblastoma: Progress towards biologically driven clinical trials
    • 19637007 10.1080/02688690903121807
    • Pizer BL, Clifford SC (2009) The potential impact of tumour biology on improved clinical practice for medulloblastoma: progress towards biologically driven clinical trials. Br J Neurosurg 23:364-375
    • (2009) Br J Neurosurg , vol.23 , pp. 364-375
    • Pizer, B.L.1    Clifford, S.C.2
  • 38
    • 84864492215 scopus 로고    scopus 로고
    • Medulloblastoma exome sequencing uncovers subtype-specific somatic mutations
    • 22820256 10.1038/nature11329 1:CAS:528:DC%2BC38XhtFWmsrvJ
    • Pugh TJ, Weeraratne SD, Archer TC, Pomeranz Krummel DA, Auclair D, Bochicchio J, et al. (2012) Medulloblastoma exome sequencing uncovers subtype-specific somatic mutations. Nature 488:106-110
    • (2012) Nature , vol.488 , pp. 106-110
    • Pugh, T.J.1    Weeraratne, S.D.2    Archer, T.C.3    Pomeranz Krummel, D.A.4    Auclair, D.5    Bochicchio, J.6
  • 39
    • 84907095419 scopus 로고    scopus 로고
    • R: A language and environment for statistical computing
    • R Development Core Team
    • R Development Core Team (2011) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna
    • (2011) R Foundation for Statistical Computing, Vienna
  • 40
    • 84864444165 scopus 로고    scopus 로고
    • Novel mutations target distinct subgroups of medulloblastoma
    • 22722829 10.1038/nature11213 1:CAS:528:DC%2BC38XhtFWjtLbF
    • Robinson G, Parker M, Kranenburg TA, Lu C, Chen X, Ding L, et al. (2012) Novel mutations target distinct subgroups of medulloblastoma. Nature 488:43-48
    • (2012) Nature , vol.488 , pp. 43-48
    • Robinson, G.1    Parker, M.2    Kranenburg, T.A.3    Lu, C.4    Chen, X.5    Ding, L.6
  • 41
    • 0023453329 scopus 로고
    • Silhouettes: A graphical aid to the interpretation and validation of cluster analysis
    • 10.1016/0377-0427(87)90125-7
    • Rousseeuw PJ (1987) Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. J Comput Appl Math 20:53-65
    • (1987) J Comput Appl Math , vol.20 , pp. 53-65
    • Rousseeuw, P.J.1
  • 42
    • 34249065621 scopus 로고    scopus 로고
    • Prognostic relevance of clinical and biological risk factors in childhood medulloblastoma: Results of patients treated in the prospective multicenter trial HIT'91
    • 17473196 10.1158/1078-0432.CCR-06-1779 1:CAS:528:DC%2BD2sXkslOhtbg%3D
    • Rutkowski S, von Bueren A, von Hoff K, Hartmann W, Shalaby T, Deinlein F, et al. (2007) Prognostic relevance of clinical and biological risk factors in childhood medulloblastoma: results of patients treated in the prospective multicenter trial HIT'91. Clin Cancer Res 13:2651-2657
    • (2007) Clin Cancer Res , vol.13 , pp. 2651-2657
    • Rutkowski, S.1    Von Bueren, A.2    Von Hoff, K.3    Hartmann, W.4    Shalaby, T.5    Deinlein, F.6
  • 43
    • 84862685324 scopus 로고    scopus 로고
    • MYC family amplification and clinical risk-factors interact to predict an extremely poor prognosis in childhood medulloblastoma
    • 22139329 10.1007/s00401-011-0923-y 1:CAS:528:DC%2BC38Xktlaqsro%3D
    • Ryan SL, Schwalbe EC, Cole M, Lu Y, Lusher ME, Megahed H, et al. (2012) MYC family amplification and clinical risk-factors interact to predict an extremely poor prognosis in childhood medulloblastoma. Acta Neuropathol 123:501-513
    • (2012) Acta Neuropathol , vol.123 , pp. 501-513
    • Ryan, S.L.1    Schwalbe, E.C.2    Cole, M.3    Lu, Y.4    Lusher, M.E.5    Megahed, H.6
  • 45
    • 33751223831 scopus 로고    scopus 로고
    • Identification and analysis of tumor suppressor loci at chromosome 10q23.3-10q25.3 in medulloblastoma
    • 17102621 10.4161/cc.5.20.3360 1:CAS:528:DC%2BD2sXmvVymtw%3D%3D
    • Scott DK, Straughton D, Cole M, Bailey S, Ellison DW, Clifford SC (2006) Identification and analysis of tumor suppressor loci at chromosome 10q23.3-10q25.3 in medulloblastoma. Cell Cycle 5:2381-2389
    • (2006) Cell Cycle , vol.5 , pp. 2381-2389
    • Scott, D.K.1    Straughton, D.2    Cole, M.3    Bailey, S.4    Ellison, D.W.5    Clifford, S.C.6
  • 46
    • 79955762500 scopus 로고    scopus 로고
    • Using cross-validation to evaluate predictive accuracy of survival risk classifiers based on high-dimensional data
    • 21324971 10.1093/bib/bbr001
    • Simon RM, Subramanian J, Li MC, Menezes S (2011) Using cross-validation to evaluate predictive accuracy of survival risk classifiers based on high-dimensional data. Brief Bioinform 12:203-214
    • (2011) Brief Bioinform , vol.12 , pp. 203-214
    • Simon, R.M.1    Subramanian, J.2    Li, M.C.3    Menezes, S.4
  • 47
    • 34347219009 scopus 로고    scopus 로고
    • Metagene projection for cross-platform, cross-species characterization of global transcriptional states
    • 17389406 10.1073/pnas.0701068104 1:CAS:528:DC%2BD2sXkt1Gjs7k%3D
    • Tamayo P, Scanfeld D, Ebert BL, Gillette MA, Roberts CWM, Mesirov JP (2007) Metagene projection for cross-platform, cross-species characterization of global transcriptional states. Proc Natl Acad Sci USA 104:5959-5964
    • (2007) Proc Natl Acad Sci USA , vol.104 , pp. 5959-5964
    • Tamayo, P.1    Scanfeld, D.2    Ebert, B.L.3    Gillette, M.A.4    Roberts, C.W.M.5    Mesirov, J.P.6
  • 48
  • 49
    • 0037842140 scopus 로고    scopus 로고
    • Results of a randomized study of preradiation chemotherapy versus radiotherapy alone for nonmetastatic medulloblastoma: The International Society of paediatric oncology/United Kingdom Children;s Cancer Study Group PNET-3 Study
    • 12697884 10.1200/JCO.2003.05.116 1:CAS:528:DC%2BD2cXptlCksLk%3D
    • Taylor RE, Bailey CC, Robinson K, Weston CL, Ellison D, Ironside J, Lucraft H, Gilbertson R, Tait DM, Walker DA, Pizer BL, Imeson J, Lashford LS (2003) Results of a randomized study of preradiation chemotherapy versus radiotherapy alone for nonmetastatic medulloblastoma: the International Society of paediatric oncology/United Kingdom Children;s Cancer Study Group PNET-3 Study. J Clin Oncol 21:1581-1591
    • (2003) J Clin Oncol , vol.21 , pp. 1581-1591
    • Taylor, R.E.1    Bailey, C.C.2    Robinson, K.3    Weston, C.L.4    Ellison, D.5    Ironside, J.6    Lucraft, H.7    Gilbertson, R.8    Tait, D.M.9    Walker, D.A.10    Pizer, B.L.11    Imeson, J.12    Lashford, L.S.13
  • 52
    • 77649269338 scopus 로고    scopus 로고
    • The bimodality index: A criterion for discovering and ranking bimodal signatures from cancer gene expression profiling data
    • 19718451
    • Wang J, Wen S, Symmans WF, Pusztai L, Coombes KR (2009) The bimodality index: a criterion for discovering and ranking bimodal signatures from cancer gene expression profiling data. Cancer Inform 7:199-216
    • (2009) Cancer Inform , vol.7 , pp. 199-216
    • Wang, J.1    Wen, S.2    Symmans, W.F.3    Pusztai, L.4    Coombes, K.R.5
  • 53
    • 0027511606 scopus 로고
    • Mxi1, a protein that specifically interacts with Max to bind Myc-Max recognition sites
    • 8425219 10.1016/0092-8674(93)90662-A 1:CAS:528:DyaK3sXkvV2hu7g%3D
    • Zervos AS, Gyuris J, Brent R (1993) Mxi1, a protein that specifically interacts with Max to bind Myc-Max recognition sites. Cell 72:223-232
    • (1993) Cell , vol.72 , pp. 223-232
    • Zervos, A.S.1    Gyuris, J.2    Brent, R.3


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