Skip to main content
Book cover

CNS Cancer pp 529–551Cite as

Transcription Profiling of Brain Tumors: Tumor Biology and Treatment Stratification

  • Chapter
  • First Online:

Part of the book series: Cancer Drug Discovery and Development ((CDD&D))

Abstract

The spectrum and diversity of primary brain tumors has made prognostic determinations based purely on clinicopathologic variables inexact. For the most frequently occurring and lethal tumors, the malignant astrocytomas, the use of large-scale gene expression profiling experiments has led to a better understanding of the biology of these tumors, giving insights into their origin and development, as well as more powerful outcome prediction. It has also paved the way for the possibility of personalized medicine, where a patient’s tumor expression profile can be used to design treatment specific to that individual with the greatest possibility of response. This chapter will focus on the use and development of transcriptional profiles as biomarkers of outcome and treatment response in patients with brain tumors. The discussion will be limited to array-based profiling, as other techniques, such as serial analysis of gene expression (SAGE), have had less widespread use (Ljubimova et al. 2001a; Boon et al. 2003; Boon and Riggins 2003; Beaty et al. 2007; Kavsan et al. 2007). While mRNA-based profiles have been described for a variety of tumors that affect the central nervous system, this chapter will focus particularly on malignant gliomas, to which the majority of large-scale efforts have been focused to date, both due to the larger tumor populations available for analyses and due to the poorer outcome of patients with these devastating tumors (Kleihues et al. 2000; Behin et al. 2003).

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD   219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  • Aarhus, M., Bruland, O., Bredholt, G., Lybaek, H., Husebye, E.S., Krossnes, B.K., Vedeler, C., Wester, K., Lund-Johansen, M., and Knappskog, P.M. 2008. Microarray analysis reveals down-regulation of the tumour suppressor gene WWOX and up-regulation of the oncogene TYMS in intracranial sporadic meningiomas. J Neurooncol 88(3): 251–259.

    Article  PubMed  CAS  Google Scholar 

  • Alizadeh, A.A., Eisen, M.B., Davis, R.E., Ma, C., Lossos, I.S., Rosenwald, A., Boldrick, J.C., Sabet, H., Tran, T., Yu, X., Powell, J.I., Yang, L., Marti, G.E., Moore, T., Hudson, J., Jr., Lu, L., Lewis, D.B., Tibshirani, R., Sherlock, G., Chan, W.C., Greiner, T.C., Weisenburger, D.D., Armitage, J.O., Warnke, R., Levy, R., Wilson, W., Grever, M.R., Byrd, J.C., Botstein, D., Brown, P.O., and Staudt, L.M. 2000. Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling. Nature 403(6769): 503–511.

    Article  PubMed  CAS  Google Scholar 

  • Allison, D.B., Cui, X., Page, G.P., and Sabripour, M. 2006. Microarray data analysis: From disarray to consolidation and consensus. Nat Rev Genet 7(1): 55–65.

    Article  PubMed  CAS  Google Scholar 

  • Aronica, E., Boer, K., Becker, A., Redeker, S., Spliet, W.G., van Rijen, P.C., Wittink, F., Breit, T., Wadman, W.J., Lopes da Silva, F.H., Troost, D., and Gorter, J.A. 2008. Gene expression profile analysis of epilepsy-associated gangliogliomas. Neuroscience 151(1): 272–292.

    Article  PubMed  CAS  Google Scholar 

  • Auer, H., Lyianarachchi, S., Newsom, D., Klisovic, M.I., Marcucci, U., and Kornacker, K. 2003. Chipping away at the chip bias: RNA degradation in microarray analysis [2]. Nat Genet 35(4): 292–293.

    Article  PubMed  CAS  Google Scholar 

  • Baker, J. 2007. Genomic Health, Inc. Pharmacogenomics 8(4): 397–399.

    Article  PubMed  CAS  Google Scholar 

  • Bammler, T., Beyer, R.P., Bhattacharya, S., Boorman, G.A., Boyles, A., Bradford, B.U., Bumgarner, R.E., Bushel, P.R., Chaturvedi, K., Choi, D., Cunningham, M.L., Deng, S., Dressman, H.K., Fannin, R.D., Farin, F.M., Freedman, J.H., Fry, R.C., Harper, A., Humble, M.C., Hurban, P., Kavanagh, T.J., Kaufmann, W.K., Kerr, K.F., Jing, L., Lapidus, J.A., Lasarev, M.R., Li, J., Li, Y.J., Lobenhofer, E.K., Lu, X., Malek, R.L., Milton, S., Nagalla, S.R., O'Malley J, P., Palmer, V.S., Pattee, P., Paules, R.S., Perou, C.M., Phillips, K., Qin, L.X., Qiu, Y., Quigley, S.D., Rodland, M., Rusyn, I., Samson, L.D., Schwartz, D.A., Shi, Y., Shin, J.L., Sieber, S.O., Slifer, S., Speer, M.C., Spencer, P.S., Sproles, D.I., Swenberg, J.A., Suk, W.A., Sullivan, R.C., Tian, R., Tennant, R.W., Todd, S.A., Tucker, C.J., Van Houten, B., Weis, B.K., Xuan, S., and Zarbl, H. 2005. Standardizing global gene expression analysis between laboratories and across platforms. Nat Methods 2(5): 351–356.

    Article  PubMed  CAS  Google Scholar 

  • Bao, S., Wu, Q., McLendon, R.E., Hao, Y., Shi, Q., Hjelmeland, A.B., Dewhirst, M.W., Bigner, D.D., and Rich, J.N. 2006. Glioma stem cells promote radioresistance by preferential activation of the DNA damage response. Nature 444 (7120): 756–760.

    Article  PubMed  CAS  Google Scholar 

  • Beaty, R.M., Edwards, J.B., Boon, K., Siu, I.M., Conway, J.E., and Riggins, G.J. 2007. PLXDC1 (TEM7) is identified in a genome-wide expression screen of glioblastoma endothelium. J Neurooncol 81(3): 241–248.

    Article  PubMed  CAS  Google Scholar 

  • Beetz, C., Bergner, S., Brodoehl, S., Brodhun, M., Ewald, C., Kalff, R., Kruger, J., Patt, S., Kiehntopf, M., and Deufel, T. 2006. Outcome-based profiling of astrocytic tumours identifies prognostic gene expression signatures which link molecular and morphology-based pathology. Int J Oncol 29(5): 1183–1191.

    PubMed  CAS  Google Scholar 

  • Behin, A., Hoang-Xuan, K., Carpentier, A.F., and Delattre, J.Y. 2003. Primary brain tumours in adults. Lancet 361 (9354): 323–331.

    Article  PubMed  Google Scholar 

  • Bibikova, M., Yeakley, J.M., Chudin, E., Chen, J., Wickham, E., Wang-Rodriguez, J., and Fan, J.B. 2004. Gene expression profiles in formalin-fixed, paraffin-embedded tissues obtained with a novel assay for microarray analysis. Clin Chem 50(12): 2384–2386.

    Article  PubMed  CAS  Google Scholar 

  • Boon, K., Edwards, J.B., Siu, I.M., Olschner, D., Eberhart, C.G., Marra, M.A., Strausberg, R.L., and Riggins, G.J. 2003. Comparison of medulloblastoma and normal neural transcriptomes identifies a restricted set of activated genes. Oncogene 22(48): 7687–7694.

    Article  PubMed  CAS  Google Scholar 

  • Boon, K. and Riggins, G.J. 2003. SAGE as a strategy to isolate cancer-related genes. Methods Mol Biol 222: 463–479.

    PubMed  CAS  Google Scholar 

  • Bozinov, O., Kohler, S., Samans, B., Benes, L., Miller, D., Ritter, M., Sure, U., and Bertalanffy, H. 2008. Candidate genes for the progression of malignant gliomas identified by microarray analysis. Neurosurg Rev 31(1): 83–89; discussion 89–90.

    Article  PubMed  Google Scholar 

  • Bredel, M., Bredel, C., Juric, D., Harsh, G.R., Vogel, H., Recht, L.D., and Sikic, B.I. 2005. Functional network analysis reveals extended gliomagenesis pathway maps and three novel MYC-interacting genes in human gliomas. Cancer Res 65(19): 8679–8689.

    Article  PubMed  CAS  Google Scholar 

  • Bruna, A., Darken, R.S., Rojo, F., Ocana, A., Penuelas, S., Arias, A., Paris, R., Tortosa, A., Mora, J., Baselga, J., and Seoane, J. 2007. High TGFbeta-Smad activity confers poor prognosis in glioma patients and promotes cell proliferation depending on the methylation of the PDGF-B gene. Cancer Cell 11(2): 147–160.

    Article  PubMed  CAS  Google Scholar 

  • Bustin, S.A. and Nolan, T. 2004. Pitfalls of quantitative real-time reverse-transcription polymerase chain reaction. J Biomol Tech JBT 15(3): 155–166.

    Google Scholar 

  • Cairncross, J.G., Ueki, K., Zlatescu, M.C., Lisle, D.K., Finkelstein, D.M., Hammond, R.R., Silver, J.S., Stark, P.C., Macdonald, D.R., Ino, Y., Ramsay, D.A., and Louis, D.N. 1998. Specific genetic predictors of chemotherapeutic response and survival in patients with anaplastic oligodendrogliomas. J Natl Cancer Inst 90(19): 1473–1479.

    Article  PubMed  CAS  Google Scholar 

  • Carlson, M.R., Pope, W.B., Horvath, S., Braunstein, J.G., Nghiemphu, P., Tso, C.L., Mellinghoff, I., Lai, A., Liau, L.M., Mischel, P.S., Dong, J., Nelson, S.F., and Cloughesy, T.F. 2007. Relationship between survival and edema in malignant gliomas: role of vascular endothelial growth factor and neuronal pentraxin 2. Clin Cancer Res 13(9): 2592–2598.

    Article  PubMed  CAS  Google Scholar 

  • Caskey, L.S., Fuller, G.N., Bruner, J.M., Yung, W.K., Sawaya, R.E., Holland, E.C., and Zhang, W. 2000. Toward a molecular classification of the gliomas: histopathology, molecular genetics, and gene expression profiling. Histol Histopathol 15(3): 971–981.

    PubMed  CAS  Google Scholar 

  • Chakravarti, A., Delaney, M.A., Noll, E., Black, P.M., Loeffler, J.S., Muzikansky, A., and Dyson, N.J. 2001. Prognostic and pathologic significance of quantitative protein expression profiling in human gliomas. Clin Cancer Res 7(8): 2387–2395.

    PubMed  CAS  Google Scholar 

  • Cheung, H.C., Baggerly, K.A., Tsavachidis, S., Bachinski, L.L., Neubauer, V.L., Nixon, T.J., Aldape, K.D., Cote, G.J., and Krahe, R. 2008. Global analysis of aberrant pre-mRNA splicing in glioblastoma using exon expression arrays. BMC Genomics 9: 216.

    Article  PubMed  CAS  Google Scholar 

  • Cuevas, I.C., Slocum, A.L., Jun, P., Costello, J.F., Bollen, A.W., Riggins, G.J., McDermott, M.W., and Lal, A. 2005. Meningioma transcript profiles reveal deregulated Notch signaling pathway. Cancer Res 65(12): 5070–5075.

    Article  PubMed  CAS  Google Scholar 

  • Czernicki, T., Zegarska, J., Paczek, L., Cukrowska, B., Grajkowska, W., Zajaczkowska, A., Brudzewski, K., Ulaczyk, J., and Marchel, A. 2007. Gene expression profile as a prognostic factor in high-grade gliomas. Int J Oncol 30(1): 55–64.

    PubMed  CAS  Google Scholar 

  • Dai, B., Kang, S.H., Gong, W., Liu, M., Aldape, K.D., Sawaya, R., and Huang, S. 2007. Aberrant FoxM1B expression increases matrix metalloproteinase-2 transcription and enhances the invasion of glioma cells. Oncogene 26(42): 6212–6219.

    Article  PubMed  CAS  Google Scholar 

  • de Bont, J.M., Kros, J.M., Passier, M.M., Reddingius, R.E., Sillevis Smitt, P.A., Luider, T.M., den Boer, M.L., and Pieters, R. 2008. Differential expression and prognostic significance of SOX genes in pediatric medulloblastoma and ependymoma identified by microarray analysis. Neuro Oncol 10(5): 648–660.

    Google Scholar 

  • Diehn, M., Nardini, C., Wang, D.S., McGovern, S., Jayaraman, M., Liang, Y., Aldape, K., Cha, S., and Kuo, M.D. 2008. Identification of noninvasive imaging surrogates for brain tumor gene-expression modules. Proc Natl Acad Sci USA 105(13): 5213–5218.

    Article  PubMed  CAS  Google Scholar 

  • Dong, S., Nutt, C.L., Betensky, R.A., Stemmer-Rachamimov, A.O., Denko, N.C., Ligon, K.L., Rowitch, D.H., and Louis, D.N. 2005. Histology-based expression profiling yields novel prognostic markers in human glioblastoma. J Neuropathol Exp Neurol 64(11): 948–955.

    Article  PubMed  Google Scholar 

  • Ducray, F., Idbaih, A., de Reynies, A., Bieche, I., Thillet, J., Mokhtari, K., Lair, S., Marie, Y., Paris, S., Vidaud, M., Hoang-Xuan, K., Delattre, O., Delattre, J.Y., and Sanson, M. 2008. Anaplastic oligodendrogliomas with 1p19q codeletion have a proneural gene expression profile. Mol Cancer 7: 41.

    Article  PubMed  CAS  Google Scholar 

  • Eisen, M.B. and Brown, P.O. 1999. DNA arrays for analysis of gene expression. Methods Enzymol 303: 179–205.

    Article  PubMed  CAS  Google Scholar 

  • Eisen, M.B., Spellman, P.T., Brown, P.O., and Botstein, D. 1998. Cluster analysis and display of genome-wide expression patterns. Proc Natl Acad Sci USA 95(25): 14863–14868.

    Article  PubMed  CAS  Google Scholar 

  • Farragher, S.M., Tanney, A., Kennedy, R.D., and Paul Harkin, D. 2008. RNA expression analysis from formalin fixed paraffin embedded tissues. Histochem Cell Biol 130(3): 435–445.

    Article  PubMed  CAS  Google Scholar 

  • Faury, D., Nantel, A., Dunn, S.E., Guiot, M.C., Haque, T., Hauser, P., Garami, M., Bognar, L., Hanzely, Z., Liberski, P.P., Lopez-Aguilar, E., Valera, E.T., Tone, L.G., Carret, A.S., Del Maestro, R.F., Gleave, M., Montes, J.L., Pietsch, T., Albrecht, S., and Jabado, N. 2007. Molecular profiling identifies prognostic subgroups of pediatric glioblastoma and shows increased YB-1 expression in tumors. J Clin Oncol 25(10): 1196–1208.

    Article  PubMed  CAS  Google Scholar 

  • Freije, W.A., Castro-Vargas, F.E., Fang, Z., Horvath, S., Cloughesy, T., Liau, L.M., Mischel, P.S., and Nelson, S.F. 2004. Gene expression profiling of gliomas strongly predicts survival. Cancer Res 64(18): 6503–6510.

    Article  PubMed  CAS  Google Scholar 

  • French, P.J., Peeters, J., Horsman, S., Duijm, E., Siccama, I., van den Bent, M.J., Luider, T.M., Kros, J.M., van der Spek, P., and Sillevis Smitt, P.A. 2007. Identification of differentially regulated splice variants and novel exons in glial brain tumors using exon expression arrays. Cancer Res 67(12): 5635–5642.

    Article  PubMed  CAS  Google Scholar 

  • French, P.J., Swagemakers, S.M., Nagel, J.H., Kouwenhoven, M.C., Brouwer, E., van der Spek, P., Luider, T.M., Kros, J.M., van den Bent, M.J., and Sillevis Smitt, P.A. 2005. Gene expression profiles associated with treatment response in oligodendrogliomas. Cancer Res 65(24): 11335–11344.

    Article  PubMed  CAS  Google Scholar 

  • Fuller, G.N., Rhee, C.H., Hess, K.R., Caskey, L.S., Wang, R., Bruner, J.M., Yung, W.K., and Zhang, W. 1999. Reactivation of insulin-like growth factor binding protein 2 expression in glioblastoma multiforme: a revelation by parallel gene expression profiling. Cancer Res 59(17): 4228–4232.

    PubMed  CAS  Google Scholar 

  • Furusato, B., Shaheduzzaman, S., Petrovics, G., Dobi, A., Seifert, M., Ravindranath, L., Nau, M.E., Werner, T., Vahey, M., McLeod, D.G., Srivastava, S., and Sesterhenn, I.A. 2008. Transcriptome analyses of benign and malignant prostate epithelial cells in formalin-fixed paraffin-embedded whole-mounted radical prostatectomy specimens. Prostate Cancer Prostatic Dis 11(2): 194–197.

    Article  PubMed  CAS  Google Scholar 

  • Gilbertson, R.J. 2006. Brain tumors provide new clues to the source of cancer stem cells: does oncology recapitulate ontogeny? Cell Cycle 5(2): 135–137.

    Article  PubMed  CAS  Google Scholar 

  • Glas, A.M., Floore, A., Delahaye, L.J., Witteveen, A.T., Pover, R.C., Bakx, N., Lahti-Domenici, J.S., Bruinsma, T.J., Warmoes, M.O., Bernards, R., Wessels, L.F., and Van't Veer, L.J. 2006. Converting a breast cancer microarray signature into a high-throughput diagnostic test. BMC Genomics 7: 278.

    Article  PubMed  CAS  Google Scholar 

  • Godard, S., Getz, G., Delorenzi, M., Farmer, P., Kobayashi, H., Desbaillets, I., Nozaki, M., Diserens, A.C., Hamou, M.F., Dietrich, P.Y., Regli, L., Janzer, R.C., Bucher, P., Stupp, R., de Tribolet, N., Domany, E., and Hegi, M.E. 2003. Classification of human astrocytic gliomas on the basis of gene expression: a correlated group of genes with angiogenic activity emerges as a strong predictor of subtypes. Cancer Res 63(20): 6613–6625.

    PubMed  CAS  Google Scholar 

  • Hagerstrand, D., Smits, A., Eriksson, A., Sigurdardottir, S., Olofsson, T., Hartman, M., Nister, M., Kalimo, H., and Ostman, A. 2008. Gene expression analyses of grade II gliomas and identification of rPTPbeta/zeta as a candidate oligodendroglioma marker. Neuro Oncol 10(1): 2–9.

    Article  PubMed  CAS  Google Scholar 

  • Haque, T., Faury, D., Albrecht, S., Lopez-Aguilar, E., Hauser, P., Garami, M., Hanzely, Z., Bognar, L., Del Maestro, R.F., Atkinson, J., Nantel, A., and Jabado, N. 2007. Gene expression profiling from formalin-fixed paraffin-embedded tumors of pediatric glioblastoma. Clin Cancer Res 13(21): 6284–6292.

    Article  PubMed  CAS  Google Scholar 

  • Hemmati, H.D., Nakano, I., Lazareff, J.A., Masterman-Smith, M., Geschwind, D.H., Bronner-Fraser, M., and Kornblum, H.I. 2003. Cancerous stem cells can arise from pediatric brain tumors. Proc Natl Acad Sci USA 100(25): 15178–15183.

    Article  PubMed  CAS  Google Scholar 

  • Horvath, S., Zhang, B., Carlson, M., Lu, K.V., Zhu, S., Felciano, R.M., Laurance, M.F., Zhao, W., Qi, S., Chen, Z., Lee, Y., Scheck, A.C., Liau, L.M., Wu, H., Geschwind, D.H., Febbo, P.G., Kornblum, H.I., Cloughesy, T.F., Nelson, S.F., and Mischel, P.S. 2006. Analysis of oncogenic signaling networks in glioblastoma identifies ASPM as a molecular target. Proc Natl Acad Sci USA 103(46): 17402–17407.

    Article  PubMed  CAS  Google Scholar 

  • Huang, H., Colella, S., Kurrer, M., Yonekawa, Y., Kleihues, P., and Ohgaki, H. 2000. Gene expression profiling of low-grade diffuse astrocytomas by cDNA arrays. Cancer Res 60(24): 6868–6874.

    PubMed  CAS  Google Scholar 

  • Huang, H., Okamoto, Y., Yokoo, H., Heppner, F.L., Vital, A., Fevre-Montange, M., Jouvet, A., Yonekawa, Y., Lazaridis, E.N., Kleihues, P., and Ohgaki, H. 2004. Gene expression profiling and subgroup identification of oligodendrogliomas. Oncogene 23(35): 6012–6022.

    Article  PubMed  CAS  Google Scholar 

  • Kavsan, V.M., Dmitrenko, V.V., Shostak, K.O., Bukreieva, T.V., Vitak, N.Y., Simirenko, O.E., Malisheva, T.A., Shamayev, M.I., Rozumenko, V.D., and Zozulya, Y.A. 2007. Comparison of microarray and sage techniques in gene expression analysis of human glioblastoma. Tsitol Genet 41(1): 36–55.

    PubMed  CAS  Google Scholar 

  • Keller, A., Ludwig, N., Comtesse, N., Henn, W., Steudel, W.I., Lenhof, H.P., and Meese, E. 2008. Combining gene expression signatures and autoantibody profiles in human meningioma. Gene Ther 16(2): 184–189.

    Google Scholar 

  • Khatua, S., Peterson, K.M., Brown, K.M., Lawlor, C., Santi, M.R., LaFleur, B., Dressman, D., Stephan, D.A., and MacDonald, T.J. 2003. Overexpression of the EGFR/FKBP12/HIF-2alpha pathway identified in childhood astrocytomas by angiogenesis gene profiling. Cancer Res 63(8): 1865–1870.

    PubMed  CAS  Google Scholar 

  • Kim, S., Dougherty, E.R., Shmulevich, I., Hess, K.R., Hamilton, S.R., Trent, J.M., Fuller, G.N., and Zhang, W. 2002. Identification of combination gene sets for glioma classification. Mol Cancer Ther 1(13): 1229–1236.

    PubMed  CAS  Google Scholar 

  • Kleihues P, B.P., Collins VP, Newcomb EW, Ohgaki H, Cavenee WK. 2000. Glioblastoma. in Pathology and Genetics of Tumours of the Nervous System (ed. C.W. Kleihues P), pp. 29–39. International Agency for Research on Cancer (IARC) Press, Lyon, France.

    Google Scholar 

  • Korshunov, A., Neben, K., Wrobel, G., Tews, B., Benner, A., Hahn, M., Golanov, A., and Lichter, P. 2003. Gene expression patterns in ependymomas correlate with tumor location, grade, and patient age. Am J Pathol 163(5): 1721–1727.

    Article  PubMed  CAS  Google Scholar 

  • Kulesh, D.A., Clive, D.R., Zarlenga, D.S., and Greene, J.J. 1987. Identification of interferon-modulated proliferation-related cDNA sequences. Proc Natl Acad Sci USA 84(23): 8453–8457.

    Article  PubMed  CAS  Google Scholar 

  • Lashkari, D.A., DeRisi, J.L., McCusker, J.H., Namath, A.F., Gentile, C., Hwang, S.Y., Brown, P.O., and Davis, R.W. 1997. Yeast microarrays for genome wide parallel genetic and gene expression analysis. Proc Natl Acad Sci USA 94(24): 13057–13062.

    Article  PubMed  CAS  Google Scholar 

  • Lau, C.C. 2005. Genomic profiling in pediatric brain tumors. Cancer J 11(4): 283–293.

    Article  PubMed  CAS  Google Scholar 

  • Lee, J., Kotliarova, S., Kotliarov, Y., Li, A., Su, Q., Donin, N.M., Pastorino, S., Purow, B.W., Christopher, N., Zhang, W., Park, J.K., and Fine, H.A. 2006. Tumor stem cells derived from glioblastomas cultured in bFGF and EGF more closely mirror the phenotype and genotype of primary tumors than do serum-cultured cell lines. Cancer Cell 9(5): 391–403.

    Article  PubMed  CAS  Google Scholar 

  • Liang, Y., Diehn, M., Watson, N., Bollen, A.W., Aldape, K.D., Nicholas, M.K., Lamborn, K.R., Berger, M.S., Botstein, D., Brown, P.O., and Israel, M.A. 2005. Gene expression profiling reveals molecularly and clinically distinct subtypes of glioblastoma multiforme. Proc Natl Acad Sci USA 102(16): 5814–5819.

    Article  PubMed  CAS  Google Scholar 

  • Liu, F., Park, P.J., Lai, W., Maher, E., Chakravarti, A., Durso, L., Jiang, X., Yu, Y., Brosius, A., Thomas, M., Chin, L., Brennan, C., DePinho, R.A., Kohane, I., Carroll, R.S., Black, P.M., and Johnson, M.D. 2006a. A genome-wide screen reveals functional gene clusters in the cancer genome and identifies EphA2 as a mitogen in glioblastoma. Cancer Res 66(22): 10815–10823.

    Article  PubMed  CAS  Google Scholar 

  • Liu, M., Dai, B., Kang, S.H., Ban, K., Huang, F.J., Lang, F.F., Aldape, K.D., Xie, T.X., Pelloski, C.E., Xie, K., Sawaya, R., and Huang, S. 2006b. FoxM1B is overexpressed in human glioblastomas and critically regulates the tumorigenicity of glioma cells. Cancer Res 66(7): 3593–3602.

    Article  PubMed  CAS  Google Scholar 

  • Ljubimova, J.Y., Khazenzon, N.M., Chen, Z., Neyman, Y.I., Turner, L., Riedinger, M.S., and Black, K.L. 2001a. Gene expression abnormalities in human glial tumors identified by gene array. Int J Oncol 18(2): 287–295.

    PubMed  CAS  Google Scholar 

  • Ljubimova, J.Y., Lakhter, A.J., Loksh, A., Yong, W.H., Riedinger, M.S., Miner, J.H., Sorokin, L.M., Ljubimov, A.V., and Black, K.L. 2001b. Overexpression of alpha4 chain-containing laminins in human glial tumors identified by gene microarray analysis. Cancer Res 61(14): 5601–5610.

    PubMed  CAS  Google Scholar 

  • Lukashova-v Zangen, I., Kneitz, S., Monoranu, C.M., Rutkowski, S., Hinkes, B., Vince, G.H., Huang, B., and Roggendorf, W. 2007. Ependymoma gene expression profiles associated with histological subtype, proliferation, and patient survival. Acta Neuropathol 113(3): 325–337.

    Article  CAS  Google Scholar 

  • MacDonald, T.J., Brown, K.M., LaFleur, B., Peterson, K., Lawlor, C., Chen, Y., Packer, R.J., Cogen, P., and Stephan, D.A. 2001. Expression profiling of medulloblastoma: PDGFRA and the RAS/MAPK pathway as therapeutic targets for metastatic disease. Nat Genet 29(2): 143–152.

    Article  PubMed  CAS  Google Scholar 

  • Margareto, J., Leis, O., Larrarte, E., Idoate, M.A., Carrasco, A., and Lafuente, J.V. 2007. Gene expression profiling of human gliomas reveals differences between GBM and LGA related to energy metabolism and notch signaling pathways. J Mol Neurosci 32(1): 53–63.

    Article  PubMed  CAS  Google Scholar 

  • Markert, J.M., Fuller, C.M., Gillespie, G.Y., Bubien, J.K., McLean, L.A., Hong, R.L., Lee, K., Gullans, S.R., Mapstone, T.B., and Benos, D.J. 2001. Differential gene expression profiling in human brain tumors. Physiol Genomics 5(1): 21–33.

    PubMed  CAS  Google Scholar 

  • Marko, N.F., Toms, S.A., Barnett, G.H., and Weil, R. 2008. Genomic expression patterns distinguish long-term from short-term glioblastoma survivors: a preliminary feasibility study. Genomics 91(5): 395–406.

    Article  PubMed  CAS  Google Scholar 

  • Martinez-Glez, V., Franco-Hernandez, C., and Rey, J.A. 2008. Microarray gene expression profiling in meningiomas and schwannomas. Curr Med Chem 15(8): 826–833.

    Article  PubMed  CAS  Google Scholar 

  • McDonald, K.L., O'Sullivan, M.G., Parkinson, J.F., Shaw, J.M., Payne, C.A., Brewer, J.M., Young, L., Reader, D.J., Wheeler, H.T., Cook, R.J., Biggs, M.T., Little, N.S., Teo, C., Stone, G., and Robinson, B.G. 2007. IQGAP1 and IGFBP2: valuable biomarkers for determining prognosis in glioma patients. J Neuropathol Exp Neurol 66(5): 405–417.

    Google Scholar 

  • Michiels, S., Koscielny, S., and Hill, C. 2007. Interpretation of microarray data in cancer. Brit J Cancer 96(8): 1155–1158.

    Article  PubMed  CAS  Google Scholar 

  • Mischel, P.S., Shai, R., Shi, T., Horvath, S., Lu, K.V., Choe, G., Seligson, D., Kremen, T.J., Palotie, A., Liau, L.M., Cloughesy, T.F., and Nelson, S.F. 2003. Identification of molecular subtypes of glioblastoma by gene expression profiling. Oncogene 22(15): 2361–2373.

    Article  PubMed  CAS  Google Scholar 

  • Modena, P., Lualdi, E., Facchinetti, F., Veltman, J., Reid, J.F., Minardi, S., Janssen, I., Giangaspero, F., Forni, M., Finocchiaro, G., Genitori, L., Giordano, F., Riccardi, R., Schoenmakers, E.F., Massimino, M., and Sozzi, G. 2006. Identification of tumor-specific molecular signatures in intracranial ependymoma and association with clinical characteristics. J Clin Oncol 24(33): 5223–5233.

    Article  PubMed  CAS  Google Scholar 

  • Mukasa, A., Ueki, K., Ge, X., Ishikawa, S., Ide, T., Fujimaki, T., Nishikawa, R., Asai, A., Kirino, T., and Aburatani, H. 2004. Selective expression of a subset of neuronal genes in oligodendroglioma with chromosome 1p loss. Brain Pathol 14(1): 34–42.

    Article  PubMed  CAS  Google Scholar 

  • Mukasa, A., Ueki, K., Matsumoto, S., Tsutsumi, S., Nishikawa, R., Fujimaki, T., Asai, A., Kirino, T., and Aburatani, H. 2002. Distinction in gene expression profiles of oligodendrogliomas with and without allelic loss of 1p. Oncogene 21(25): 3961–3968.

    Article  PubMed  CAS  Google Scholar 

  • Neben, K., Korshunov, A., Benner, A., Wrobel, G., Hahn, M., Kokocinski, F., Golanov, A., Joos, S., and Lichter, P. 2004. Microarray-based screening for molecular markers in medulloblastoma revealed STK15 as independent predictor for survival. Cancer Res 64(9): 3103–3111.

    Article  PubMed  CAS  Google Scholar 

  • Nigro, J.M., Misra, A., Zhang, L., Smirnov, I., Colman, H., Griffin, C., Ozburn, N., Chen, M., Pan, E., Koul, D., Yung, W.K., Feuerstein, B.G., and Aldape, K.D. 2005. Integrated array-comparative genomic hybridization and expression array profiles identify clinically relevant molecular subtypes of glioblastoma. Cancer Res 65(5): 1678–1686.

    Article  PubMed  CAS  Google Scholar 

  • Nutt, C.L., Betensky, R.A., Brower, M.A., Batchelor, T.T., Louis, D.N., and Stemmer-Rachamimov, A.O. 2005. YKL-40 is a differential diagnostic marker for histologic subtypes of high-grade gliomas. Clin Cancer Res 11(6): 2258–2264.

    Article  PubMed  CAS  Google Scholar 

  • Nutt, C.L., Mani, D.R., Betensky, R.A., Tamayo, P., Cairncross, J.G., Ladd, C., Pohl, U., Hartmann, C., McLaughlin, M.E., Batchelor, T.T., Black, P.M., von Deimling, A., Pomeroy, S.L., Golub, T.R., and Louis, D.N. 2003. Gene expression-based classification of malignant gliomas correlates better with survival than histological classification. Cancer Res 63(7): 1602–1607.

    PubMed  CAS  Google Scholar 

  • Paik, S., Shak, S., Tang, G., Kim, C., Baker, J., Cronin, M., Baehner, F.L., Walker, M.G., Watson, D., Park, T., Hiller, W., Fisher, E.R., Wickerham, D.L., Bryant, J., and Wolmark, N. 2004. A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer. N Engl J Med 351(27): 2817–2826.

    Article  PubMed  CAS  Google Scholar 

  • Park, P.C., Taylor, M.D., Mainprize, T.G., Becker, L.E., Ho, M., Dura, W.T., Squire, J., and Rutka, J.T. 2003. Transcriptional profiling of medulloblastoma in children. J Neurosurg 99(3): 534–541.

    Article  PubMed  Google Scholar 

  • Pease, A.C., Solas, D., Sullivan, E.J., Cronin, M.T., Holmes, C.P., and Fodor, S.P. 1994. Light-generated oligonucleotide arrays for rapid DNA sequence analysis. Proc Natl Acad Sci USA 91(11): 5022–5026.

    Article  PubMed  CAS  Google Scholar 

  • Pelloski, C.E., Lin, E., Zhang, L., Yung, W.K., Colman, H., Liu, J.L., Woo, S.Y., Heimberger, A.B., Suki, D., Prados, M., Chang, S., Barker, F.G., 3rd, Fuller, G.N., and Aldape, K.D. 2006. Prognostic associations of activated mitogen-activated protein kinase and Akt pathways in glioblastoma. Clin Cancer Res 12(13): 3935–3941.

    Article  PubMed  CAS  Google Scholar 

  • Pelloski, C.E., Mahajan, A., Maor, M., Chang, E.L., Woo, S., Gilbert, M., Colman, H., Yang, H., Ledoux, A., Blair, H., Passe, S., Jenkins, R.B., and Aldape, K.D. 2005. YKL-40 expression is associated with poorer response to radiation and shorter overall survival in glioblastoma. Clin Cancer Res 11(9): 3326–3334.

    Article  PubMed  CAS  Google Scholar 

  • Penland, S.K., Keku, T.O., Torrice, C., He, X., Krishnamurthy, J., Hoadley, K.A., Woosley, J.T., Thomas, N.E., Perou, C.M., Sandler, R.S., and Sharpless, N.E. 2007. RNA expression analysis of formalin-fixed paraffin-embedded tumors. Lab Invest 87(4): 383–391.

    PubMed  CAS  Google Scholar 

  • Perou, C.M., Sorlie, T., Eisen, M.B., van de Rijn, M., Jeffrey, S.S., Rees, C.A., Pollack, J.R., Ross, D.T., Johnsen, H., Akslen, L.A., Fluge, O., Pergamenschikov, A., Williams, C., Zhu, S.X., Lonning, P.E., Borresen-Dale, A.L., Brown, P.O., and Botstein, D. 2000. Molecular portraits of human breast tumours. Nature 406 (6797): 747–752.

    Article  PubMed  CAS  Google Scholar 

  • Persson, O., Krogh, M., Saal, L.H., Englund, E., Liu, J., Parsons, R., Mandahl, N., Borg, A., Widegren, B., and Salford, L.G. 2007. Microarray analysis of gliomas reveals chromosomal position-associated gene expression patterns and identifies potential immunotherapy targets. J Neurooncol 85(1): 11–24.

    Article  PubMed  CAS  Google Scholar 

  • Petalidis, L.P., Oulas, A., Backlund, M., Wayland, M.T., Liu, L., Plant, K., Happerfield, L., Freeman, T.C., Poirazi, P., and Collins, V.P. 2008. Improved grading and survival prediction of human astrocytic brain tumors by artificial neural network analysis of gene expression microarray data. Mol Cancer Ther 7(5): 1013–1024.

    Article  PubMed  CAS  Google Scholar 

  • Phillips, H.S., Kharbanda, S., Chen, R., Forrest, W.F., Soriano, R.H., Wu, T.D., Misra, A., Nigro, J.M., Colman, H., Soroceanu, L., Williams, P.M., Modrusan, Z., Feuerstein, B.G., and Aldape, K. 2006. Molecular subclasses of high-grade glioma predict prognosis, delineate a pattern of disease progression, and resemble stages in neurogenesis. Cancer Cell 9(3): 157–173.

    Article  PubMed  CAS  Google Scholar 

  • Pomeroy, S.L., Tamayo, P., Gaasenbeek, M., Sturla, L.M., Angelo, M., McLaughlin, M.E., Kim, J.Y., Goumnerova, L.C., Black, P.M., Lau, C., Allen, J.C., Zagzag, D., Olson, J.M., Curran, T., Wetmore, C., Biegel, J.A., Poggio, T., Mukherjee, S., Rifkin, R., Califano, A., Stolovitzky, G., Louis, D.N., Mesirov, J.P., Lander, E.S., and Golub, T.R. 2002. Prediction of central nervous system embryonal tumour outcome based on gene expression. Nature 415 (6870): 436–442.

    Article  PubMed  CAS  Google Scholar 

  • Pope, W.B., Chen, J.H., Dong, J., Carlson, M.R., Perlina, A., Cloughesy, T.F., Liau, L.M., Mischel, P.S., Nghiemphu, P., Lai, A., and Nelson, S.F. 2008. Relationship between gene expression and enhancement in glioblastoma multiforme: exploratory DNA microarray analysis. Radiology 249(1): 268–277.

    Article  PubMed  Google Scholar 

  • Qi, Z.Y., Hui, G.Z., Li, Y., Zhou, Z.X., Gu, S.H., Ying, K., and Xie, Y. 2005. cDNA microarray in isolation of novel differentially expressed genes related to human glioma and clone of a novel full-length gene. Chin Med J (Engl) 118(10): 799–805.

    CAS  Google Scholar 

  • Raza, S.M., Fuller, G.N., Rhee, C.H., Huang, S., Hess, K., Zhang, W., and Sawaya, R. 2004. Identification of necrosis-associated genes in glioblastoma by cDNA microarray analysis. Clin Cancer Res 10 (1 Pt 1): 212–221.

    Article  PubMed  CAS  Google Scholar 

  • Reddy, S.P., Britto, R., Vinnakota, K., Aparna, H., Sreepathi, H.K., Thota, B., Kumari, A., Shilpa, B.M., Vrinda, M., Umesh, S., Samuel, C., Shetty, M., Tandon, A., Pandey, P., Hegde, S., Hegde, A.S., Balasubramaniam, A., Chandramouli, B.A., Santosh, V., Kondaiah, P., Somasundaram, K., and Rao, M.R. 2008. Novel glioblastoma markers with diagnostic and prognostic value identified through transcriptome analysis. Clin Cancer Res 14(10): 2978–2987.

    Article  PubMed  CAS  Google Scholar 

  • Reya, T., Morrison, S.J., Clarke, M.F., and Weissman, I.L. 2001. Stem cells, cancer, and cancer stem cells. Nature 414 (6859): 105–111.

    Article  PubMed  CAS  Google Scholar 

  • Rich, J.N., Hans, C., Jones, B., Iversen, E.S., McLendon, R.E., Rasheed, B.K., Dobra, A., Dressman, H.K., Bigner, D.D., Nevins, J.R., and West, M. 2005. Gene expression profiling and genetic markers in glioblastoma survival. Cancer Res 65(10): 4051–4058.

    Article  PubMed  CAS  Google Scholar 

  • Rickman, D.S., Bobek, M.P., Misek, D.E., Kuick, R., Blaivas, M., Kurnit, D.M., Taylor, J., and Hanash, S.M. 2001. Distinctive molecular profiles of high-grade and low-grade gliomas based on oligonucleotide microarray analysis. Cancer Res 61(18): 6885–6891.

    PubMed  CAS  Google Scholar 

  • Riemenschneider, M.J., Mueller, W., Betensky, R.A., Mohapatra, G., and Louis, D.N. 2005. In situ analysis of integrin and growth factor receptor signaling pathways in human glioblastomas suggests overlapping relationships with focal adhesion kinase activation. Am J Pathol 167(5): 1379–1387.

    Article  PubMed  CAS  Google Scholar 

  • Ruano, Y., Mollejo, M., Camacho, F.I., Rodriguez de Lope, A., Fiano, C., Ribalta, T., Martinez, P., Hernandez-Moneo, J.L., and Melendez, B. 2008. Identification of survival-related genes of the phosphatidylinositol 3'-kinase signaling pathway in glioblastoma multiforme. Cancer 112(7): 1575–1584.

    Article  PubMed  CAS  Google Scholar 

  • Sallinen, S.L., Sallinen, P.K., Haapasalo, H.K., Helin, H.J., Helen, P.T., Schraml, P., Kallioniemi, O.P., and Kononen, J. 2000. Identification of differentially expressed genes in human gliomas by DNA microarray and tissue chip techniques. Cancer Res 60(23): 6617–6622.

    PubMed  CAS  Google Scholar 

  • Sasaki, T., Hankins, G.R., and Helm, G.A. 2003. Comparison of gene expression profiles between frozen original meningiomas and primary cultures of the meningiomas by GeneChip. Neurosurgery 52(4): 892–898; discussion 898–899.

    Article  PubMed  Google Scholar 

  • Sayagues, J.M., Tabernero, M.D., Maillo, A., Trelles, O., Espinosa, A.B., Sarasquete, M.E., Merino, M., Rasillo, A., Vera, J.F., Santos-Briz, A., de Alava, E., Garcia-Macias, M.C., and Orfao, A. 2006. Microarray-based analysis of spinal versus intracranial meningiomas: different clinical, biological, and genetic characteristics associated with distinct patterns of gene expression. J Neuropathol Exp Neurol 65(5): 445–454.

    Article  PubMed  CAS  Google Scholar 

  • Schena, M., Shalon, D., Davis, R.W., and Brown, P.O. 1995. Quantitative monitoring of gene expression patterns with a complementary DNA microarray. Science 270 (5235): 467–470.

    Article  PubMed  CAS  Google Scholar 

  • Scicchitano, M.S., Dalmas, D.A., Bertiaux, M.A., Anderson, S.M., Turner, L.R., Thomas, R.A., Mirable, R., and Boyce, R.W. 2006. Preliminary comparison of quantity, quality, and microarray performance of RNA extracted from formalin-fixed, paraffin-embedded, and unfixed frozen tissue samples. J Histochem Cytochem 54(11): 1229–1237.

    Article  PubMed  CAS  Google Scholar 

  • Scrideli, C.A., Carlotti, C.G., Jr., Okamoto, O.K., Andrade, V.S., Cortez, M.A., Motta, F.J., Lucio-Eterovic, A.K., Neder, L., Rosemberg, S., Oba-Shinjo, S.M., Marie, S.K., and Tone, L.G. 2008. Gene expression profile analysis of primary glioblastomas and non-neoplastic brain tissue: identification of potential target genes by oligonucleotide microarray and real-time quantitative PCR. J Neurooncol 88(3): 281–291.

    Article  PubMed  CAS  Google Scholar 

  • Shai, R., Shi, T., Kremen, T.J., Horvath, S., Liau, L.M., Cloughesy, T.F., Mischel, P.S., and Nelson, S.F. 2003. Gene expression profiling identifies molecular subtypes of gliomas. Oncogene 22(31): 4918–4923.

    Article  PubMed  CAS  Google Scholar 

  • Sharma, M.K., Watson, M.A., Lyman, M., Perry, A., Aldape, K.D., Deak, F., and Gutmann, D.H. 2006. Matrilin-2 expression distinguishes clinically relevant subsets of pilocytic astrocytoma. Neurology 66(1): 127–130.

    Article  PubMed  CAS  Google Scholar 

  • Singh, S.K., Clarke, I.D., Terasaki, M., Bonn, V.E., Hawkins, C., Squire, J., and Dirks, P.B. 2003. Identification of a cancer stem cell in human brain tumors. Cancer Res 63(18): 5821–5828.

    PubMed  CAS  Google Scholar 

  • Singh, S.K., Hawkins, C., Clarke, I.D., Squire, J.A., Bayani, J., Hide, T., Henkelman, R.M., Cusimano, M.D., and Dirks, P.B. 2004. Identification of human brain tumour initiating cells. Nature 432 (7015): 396–401.

    Article  PubMed  CAS  Google Scholar 

  • Somasundaram, K., Reddy, S.P., Vinnakota, K., Britto, R., Subbarayan, M., Nambiar, S., Hebbar, A., Samuel, C., Shetty, M., Sreepathi, H.K., Santosh, V., Hegde, A.S., Hegde, S., Kondaiah, P., and Rao, M.R. 2005. Upregulation of ASCL1 and inhibition of Notch signaling pathway characterize progressive astrocytoma. Oncogene 24(47): 7073–7083.

    Article  PubMed  CAS  Google Scholar 

  • Sorlie, T., Perou, C.M., Tibshirani, R., Aas, T., Geisler, S., Johnsen, H., Hastie, T., Eisen, M.B., van de Rijn, M., Jeffrey, S.S., Thorsen, T., Quist, H., Matese, J.C., Brown, P.O., Botstein, D., Eystein Lonning, P., and Borresen-Dale, A.L. 2001. Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci USA 98(19): 10869–10874.

    Article  PubMed  CAS  Google Scholar 

  • Sorlie, T., Tibshirani, R., Parker, J., Hastie, T., Marron, J.S., Nobel, A., Deng, S., Johnsen, H., Pesich, R., Geisler, S., Demeter, J., Perou, C.M., Lonning, P.E., Brown, P.O., Borresen-Dale, A.L., and Botstein, D. 2003. Repeated observation of breast tumor subtypes in independent gene expression data sets. Proc Natl Acad Sci USA 100(14): 8418–8423.

    Article  PubMed  CAS  Google Scholar 

  • Sowar, K., Straessle, J., Donson, A.M., Handler, M., and Foreman, N.K. 2006. Predicting which children are at risk for ependymoma relapse. J Neurooncol 78(1): 41–46.

    Article  PubMed  Google Scholar 

  • Srivastava, P.K., Kuffer, S., Brors, B., Shahi, P., Li, L., Kenzelmann, M., Gretz, N., and Grone, H.J. 2008. A cut-off based approach for gene expression analysis of formalin-fixed and paraffin-embedded tissue samples. Genomics 91(6): 522–529.

    Article  PubMed  CAS  Google Scholar 

  • Suarez-Merino, B., Hubank, M., Revesz, T., Harkness, W., Hayward, R., Thompson, D., Darling, J.L., Thomas, D.G., and Warr, T.J. 2005. Microarray analysis of pediatric ependymoma identifies a cluster of 112 candidate genes including four transcripts at 22q12.1–q13.3. Neuro Oncol 7(1): 20–31.

    Article  PubMed  CAS  Google Scholar 

  • Tanwar, M.K., Gilbert, M.R., and Holland, E.C. 2002. Gene expression microarray analysis reveals YKL-40 to be a potential serum marker for malignant character in human glioma. Cancer Res 62(15): 4364–4368.

    PubMed  CAS  Google Scholar 

  • Tavazoie, S., Hughes, J.D., Campbell, M.J., Cho, R.J., and Church, G.M. 1999. Systematic determination of genetic network architecture. Nat Genet 22(3): 281–285.

    Google Scholar 

  • Taylor, M.D., Poppleton, H., Fuller, C., Su, X., Liu, Y., Jensen, P., Magdaleno, S., Dalton, J., Calabrese, C., Board, J., Macdonald, T., Rutka, J., Guha, A., Gajjar, A., Curran, T., and Gilbertson, R.J. 2005. Radial glia cells are candidate stem cells of ependymoma. Cancer Cell 8(4): 323–335.

    Article  PubMed  CAS  Google Scholar 

  • Teh, M.T., Wong, S.T., Neill, G.W., Ghali, L.R., Philpott, M.P., and Quinn, A.G. 2002. FOXM1 is a downstream target of Gli1 in basal cell carcinomas. Cancer Res 62(16): 4773–4780.

    PubMed  CAS  Google Scholar 

  • Tews, B., Felsberg, J., Hartmann, C., Kunitz, A., Hahn, M., Toedt, G., Neben, K., Hummerich, L., von Deimling, A., Reifenberger, G., and Lichter, P. 2006. Identification of novel oligodendroglioma-associated candidate tumor suppressor genes in 1p36 and 19q13 using microarray-based expression profiling. Int J Cancer 119(4): 792–800.

    Article  PubMed  CAS  Google Scholar 

  • The Cancer Genome Atlas Research Network, McLendon, R. Friedman, A. Bigner, D. Van Meir, E.G. Brat, D.J. Mastrogianakis, M. Olson, J.J. Mikkelsen, T. Lehman, N. Aldape, K. Alfred Yung, W.K. Bogler, O. Vandenberg, S. Berger, M. Prados, M. Muzny, D. Morgan, M. Scherer, S. Sabo, A. Nazareth, L. Lewis, L. Hall, O. Zhu, Y. Ren, Y. Alvi, O. Yao, J. Hawes, A. Jhangiani, S. Fowler, G. San Lucas, A. Kovar, C. Cree, A. Dinh, H. Santibanez, J. Joshi, V. Gonzalez-Garay, M.L. Miller, C.A. Milosavljevic, A. Donehower, L. Wheeler, D.A. Gibbs, R.A. Cibulskis, K. Sougnez, C. Fennell, T. Mahan, S. Wilkinson, J. Ziaugra, L. Onofrio, R. Bloom, T. Nicol, R. Ardlie, K. Baldwin, J. Gabriel, S. Lander, E.S. Ding, L. Fulton, R.S. McLellan, M.D. Wallis, J. Larson, D.E. Shi, X. Abbott, R. Fulton, L. Chen, K. Koboldt, D.C. Wendl, M.C. Meyer, R. Tang, Y. Lin, L. Osborne, J.R. Dunford-Shore, B.H. Miner, T.L. Delehaunty, K. Markovic, C. Swift, G. Courtney, W. Pohl, C. Abbott, S. Hawkins, A. Leong, S. Haipek, C. Schmidt, H. Wiechert, M. Vickery, T. Scott, S. Dooling, D.J. Chinwalla, A. Weinstock, G.M. Mardis, E.R. Wilson, R.K. Getz, G. Winckler, W. Verhaak, R.G. Lawrence, M.S. O'Kelly, M. Robinson, J. Alexe, G. Beroukhim, R. Carter, S. Chiang, D. Gould, J. Gupta, S. Korn, J. Mermel, C. Mesirov, J. Monti, S. Nguyen, H. Parkin, M. Reich, M. Stransky, N. Weir, B.A. Garraway, L. Golub, T. Meyerson, M. Chin, L. Protopopov, A. Zhang, J. Perna, I. Aronson, S. Sathiamoorthy, N. Ren, G. Wiedemeyer, W.R. Kim, H. Won Kong, S. Xiao, Y. Kohane, I.S. Seidman, J. Park, P.J. Kucherlapati, R. Laird, P.W. Cope, L. Herman, J.G. Weisenberger, D.J. Pan, F. Van Den Berg, D. Van Neste, L. Mi Yi, J. Schuebel, K.E. Baylin, S.B. Absher, D.M. Li, J.Z. Southwick, A. Brady, S. Aggarwal, A. Chung, T. Sherlock, G. Brooks, J.D. Myers, R.M. Spellman, P.T. Purdom, E. Jakkula, L.R. Lapuk, A.V. Marr, H. Dorton, S. Gi Choi, Y. Han, J. Ray, A. Wang, V. Durinck, S. Robinson, M. Wang, N.J. Vranizan, K. Peng, V. Van Name, E. Fontenay, G.V. Ngai, J. Conboy, J.G. Parvin, B. Feiler, H.S. Speed, T.P. Gray, J.W. Brennan, C. Socci, N.D. Olshen, A. Taylor, B.S. Lash, A. Schultz, N. Reva, B. Antipin, Y. Stukalov, A. Gross, B. Cerami, E. Qing Wang, W. Qin, L.X. Seshan, V.E. Villafania, L. Cavatore, M. Borsu, L. Viale, A. Gerald, W. Sander, C. Ladanyi, M. Perou, C.M. Neil Hayes, D. Topal, M.D. Hoadley, K.A. Qi, Y. Balu, S. Shi, Y. Wu, J. Penny, R. Bittner, M. Shelton, T. Lenkiewicz, E. Morris, S. Beasley, D. Sanders, S. Kahn, A. Sfeir, R. Chen, J. Nassau, D. Feng, L. Hickey, E. Weinstein, J.N. Barker, A. Gerhard, D.S. Vockley, J. Compton, C. Vaught, J. Fielding, P. Ferguson, M.L. Schaefer, C. Madhavan, S. Buetow, K.H. Collins, F. Good, P. Guyer, M. Ozenberger, B. Peterson, J. and Thomson, E. 2008. Comprehensive genomic characterization defines human glioblastoma genes and core pathways. Nature 455(7216): 1061–1068.

    Google Scholar 

  • Thompson, M.C., Fuller, C., Hogg, T.L., Dalton, J., Finkelstein, D., Lau, C.C., Chintagumpala, M., Adesina, A., Ashley, D.M., Kellie, S.J., Taylor, M.D., Curran, T., Gajjar, A., and Gilbertson, R.J. 2006. Genomics identifies medulloblastoma subgroups that are enriched for specific genetic alterations. J Clin Oncol 24(12): 1924–1931.

    Article  PubMed  CAS  Google Scholar 

  • van de Vijver, M.J., He, Y.D., van't Veer, L.J., Dai, H., Hart, A.A., Voskuil, D.W., Schreiber, G.J., Peterse, J.L., Roberts, C., Marton, M.J., Parrish, M., Atsma, D., Witteveen, A., Glas, A., Delahaye, L., van der Velde, T., Bartelink, H., Rodenhuis, S., Rutgers, E.T., Friend, S.H., and Bernards, R. 2002. A gene-expression signature as a predictor of survival in breast cancer. N Engl J Med 347(25): 1999–2009.

    Article  PubMed  Google Scholar 

  • van den Boom, J., Wolter, M., Kuick, R., Misek, D.E., Youkilis, A.S., Wechsler, D.S., Sommer, C., Reifenberger, G., and Hanash, S.M. 2003. Characterization of gene expression profiles associated with glioma progression using oligonucleotide-based microarray analysis and real-time reverse transcription-polymerase chain reaction. Am J Pathol 163(3): 1033–1043.

    Article  PubMed  Google Scholar 

  • Van Meter, T., Dumur, C., Hafez, N., Garrett, C., Fillmore, H., and Broaddus, W.C. 2006. Microarray analysis of MRI-defined tissue samples in glioblastoma reveals differences in regional expression of therapeutic targets. Diagn Mol Pathol 15(4): 195–205.

    Article  PubMed  Google Scholar 

  • Watson, M.A., Gutmann, D.H., Peterson, K., Chicoine, M.R., Kleinschmidt-DeMasters, B.K., Brown, H.G., and Perry, A. 2002. Molecular characterization of human meningiomas by gene expression profiling using high-density oligonucleotide microarrays. Am J Pathol 161(2): 665–672.

    Article  PubMed  CAS  Google Scholar 

  • Watson, M.A., Perry, A., Budhraja, V., Hicks, C., Shannon, W.D., and Rich, K.M. 2001. Gene expression profiling with oligonucleotide microarrays distinguishes World Health Organization grade of oligodendrogliomas. Cancer Res 61(5): 1825–1829.

    PubMed  CAS  Google Scholar 

  • Wong, K.K., Chang, Y.M., Tsang, Y.T., Perlaky, L., Su, J., Adesina, A., Armstrong, D.L., Bhattacharjee, M., Dauser, R., Blaney, S.M., Chintagumpala, M., and Lau, C.C. 2005. Expression analysis of juvenile pilocytic astrocytomas by oligonucleotide microarray reveals two potential subgroups. Cancer Res 65(1): 76–84.

    PubMed  CAS  Google Scholar 

  • Wrobel, G., Roerig, P., Kokocinski, F., Neben, K., Hahn, M., Reifenberger, G., and Lichter, P. 2005. Microarray-based gene expression profiling of benign, atypical and anaplastic meningiomas identifies novel genes associated with meningioma progression. Int J Cancer 114(2): 249–256.

    Article  PubMed  CAS  Google Scholar 

  • Yuan, X., Curtin, J., Xiong, Y., Liu, G., Waschsmann-Hogiu, S., Farkas, D.L., Black, K.L., and Yu, J.S. 2004. Isolation of cancer stem cells from adult glioblastoma multiforme. Oncogene 23(58): 9392–9400.

    Article  PubMed  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ken Aldape .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2009 Humana Press, a part of Springer Science+Business Media, LLC

About this chapter

Cite this chapter

Sulman, E.P., Guerrero, M., Aldape, K. (2009). Transcription Profiling of Brain Tumors: Tumor Biology and Treatment Stratification. In: Meir, E. (eds) CNS Cancer. Cancer Drug Discovery and Development. Humana Press. https://doi.org/10.1007/978-1-60327-553-8_23

Download citation

  • DOI: https://doi.org/10.1007/978-1-60327-553-8_23

  • Published:

  • Publisher Name: Humana Press

  • Print ISBN: 978-1-60327-552-1

  • Online ISBN: 978-1-60327-553-8

  • eBook Packages: MedicineMedicine (R0)

Publish with us

Policies and ethics