Abstract
Ependymomas are primary tumors of the central nervous system that typically originate from the walls of the cerebral ventricles or from the spinal canal. The pathogenesis of these tumors is poorly understood, and prognostic assessment based on histologic features and clinical parameters is difficult. The aim of this study was to investigate the molecular heterogeneity of ependymomas. We used cDNA microarrays and RT-PCR to examine gene expression in 47 ependymomas. We present results for five comparisons: (1) tumors from children and adults with poor versus favorable outcome, (2) tumors from children with poor versus favorable outcome, (3) tumors with high versus low proliferation indices, (4) subependymomas versus myxopapillary ependymomas, and (5) spinal versus intracranial ependymomas. For patients with an overall survival >10 years after diagnosis, we identified 27 genes associated with favorable prognosis. In contrast, overexpression of BNIP3, MRC1, EPHB3, GLIS3, CDK4, COL4A2, EBP, NRCAM, and CCNA1 genes in tumors with high proliferation indices was associated with a poor outcome. Thirty genes, including ETV6, YWHAE, TOP2A, TLR2, IRAK1, TIA1, and UFD1L were found to be highly expressed in subependymomas but not myxopapillary ependymomas. Also, 30 genes were differentially expressed in spinal versus intracranial ependymomas. There was no relationship between expression profiles and tumor grade, patient age, and patient gender. Our results provide insight into specific molecular events underlying ependymoma tumorigenesis and may contribute to more accurate diagnosis and prediction of clinical outcome.
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Alonso ME, Bello MJ, Arjona D, Gonzalez-Gomez P, Lomas J, de Campos JM, Kusak ME, Isla A, Rey JA (2002) Analysis of the NF2 gene in oligodendrogliomas and ependymomas. Cancer Genet Cytogenet 134:1–5
Alterman RL, Stanley ER (1994) Colony stimulating factor-1 expression in human glioma. Mol Chem Neuropathol 21:177–188
Ammerlaan AC, de Bustos C, Ararou A, Buckley PG, Mantripragada KK, Verstegen MJ, Hulsebos TJ, Dumanski JP (2005) Localization of a putative low-penetrance ependymoma susceptibility locus to 22q11 using a chromosome 22 tiling-path genomic microarray. Genes Chromosomes Cancer 43:329–338
Andersson A, Olofsson T, Lindgren D, Nilsson B, Ritz C, Eden P, Lassen C, Rade J, Fontes M, Morse H, Heldrup J, Behrendtz M, Mitelman F, Hoglund M, Johansson B, Fioretos T (2005) Molecular signatures in childhood acute leukemia and their correlations to expression patterns in normal hematopoietic subpopulations. Proc Natl Acad Sci USA 102:19069–19074
Carter M, Nicholson J, Ross F, Crolla J, Allibone R, Balaji V, Perry R, Walker D, Gilbertson R, Ellison DW (2002) Genetic abnormalities detected in ependymomas by comparative genomic hybridisation. Br J Cancer 86:929–939
Collins VP (1995) Gene amplification in human gliomas. Glia 15:289–296
Doege H, Bocianski A, Scheepers A, Axer H, Eckel J, Joost HG, Schurmann A (2001) Characterization of human glucose transporter (GLUT) 11 (encoded by SLC2A11), a novel sugar-transport facilitator specifically expressed in heart and skeletal muscle. Biochem J 359:443–449
Dyer S, Prebble E, Davison V, Davies P, Ramani P, Ellison D, Grundy R (2002) Genomic imbalances in pediatric intracranial ependymomas define clinically relevant groups. Am J Pathol 161:2133–2141
Ebert C, von Haken M, Meyer-Puttlitz B, Wiestler OD, Reifenberger G, Pietsch T, von Deimling A (1999) Molecular genetic analysis of ependymal tumors. NF2 mutations and chromosome 22q loss occur preferentially in intramedullary spinal ependymomas. Am J Pathol 155:627–632
Figarella-Branger D, Civatte M, Bouvier-Labit C, Gouvernet J, Gambarelli D, Gentet JC, Lena G, Choux M, Pellissier JF (2000) Prognostic factors in intracranial ependymomas in children. J Neurosurg 93:605–613
Goldberg JL, Vargas ME, Wang JT, Mandemakers W, Oster SF, Sretavan DW, Barres BA (2004) An oligodendrocyte lineage-specific semaphorin, Sema5A, inhibits axon growth by retinal ganglion cells. J Neurosci 24:4989–4999
Grunblatt E, Mandel S, Jacob-Hirsch J, Zeligson S, Amariglo N, Rechavi G, Li J, Ravid R, Roggendorf W, Riederer P, Youdim MB (2004) Gene expression profiling of parkinsonian substantia nigra pars compacta; alterations in ubiquitin-proteasome, heat shock protein, iron and oxidative stress regulated proteins, cell adhesion/cellular matrix and vesicle trafficking genes. J Neural Transm 111:1543–1573
Hinek A, Jung S, Rutka JT (1999) Cell surface aggregation of elastin receptor molecules caused by suramin amplified signals leading to proliferation of human glioma cells. Acta Neuropathol 97:399–407
Hirose Y, Aldape K, Bollen A, James CD, Brat D, Lamborn K, Berger M, Feuerstein BG (2001) Chromosomal abnormalities subdivide ependymal tumors into clinically relevant groups. Am J Pathol 158:1137–1143
Ho DM, Hsu CY, Wong TT, Chiang H (2001) A clinicopathologic study of 81 patients with ependymomas and proposal of diagnostic criteria for anaplastic ependymoma. J Neurooncol 54:77–85
Homma J, Yamanaka R, Yajima N, Tsuchiya N, Genkai N, Sano M, Tanaka R (2006) Increased expression of CCAAT/enhancer binding protein beta correlates with prognosis in glioma patients. Oncol Rep 15:595–601
Huang B, Starostik P, Kuhl J, Tonn JC, Roggendorf W (2002) Loss of heterozygosity on chromosome 22 in human ependymomas. Acta Neuropathol 103:415–420
Huang B, Starostik P, Schraut H, Krauss J, Sorensen N, Roggendorf W (2003) Human ependymomas reveal frequent deletions on chromosomes 6 and 9. Acta Neuropathol 106:357–362
Huang H, Held-Feindt J, Buhl R, Mehdorn HM, Mentlein R (2005) Expression of VEGF and its receptors in different brain tumors. Neurol Res 27:371–377
Huber W, von Heydebreck A, Sultmann H, Poustka A, Vingron M (2002) Variance stabilization applied to microarray data calibration and to the quantification of differential expression. Bioinformatics 18(Suppl 1):96–104
Jaing TH, Wang HS, Tsay PK, Tseng CK, Jung SM, Lin KL, Lui TN (2004) Multivariate analysis of clinical prognostic factors in children with intracranial ependymomas. J Neurooncol 68:255–261
Kanzawa T, Zhang L, Xiao L, Germano IM, Kondo Y, Kondo S (2005) Arsenic trioxide induces autophagic cell death in malignant glioma cells by upregulation of mitochondrial cell death protein BNIP3. Oncogene 24:980–991
Konishi H, Nakagawa T, Harano T, Mizuno K, Saito H, Masuda A, Matsuda H, Osada H, Takahashi T (2002) Identification of frequent G(2) checkpoint impairment and a homozygous deletion of 14–3–3epsilon at 17p13.3 in small cell lung cancers. Cancer Res 62:271–276
Korshunov A, Golanov A, Sycheva R, Timirgaz V (2004) The histologic grade is a main prognostic factor for patients with intracranial ependymomas treated in the microneurosurgical era: an analysis of 258 patients. Cancer 100:1230–1237
Korshunov A, Neben K, Wrobel G, Tews B, Benner A, Hahn M, Golanov A, Lichter P (2003) Gene expression patterns in ependymomas correlate with tumor location, grade, and patient age. Am J Pathol 163:1721–1727
Kurt E, Zheng PP, Hop WC, van der Weiden M, Bol M, van den Bent MJ, Avezaat CJ, Kros JM (2006) Identification of relevant prognostic histopathologic features in 69 intracranial ependymomas, excluding myxopapillary ependymomas and subependymomas. Cancer 106:388–395
Lannon CL, Sorensen PH (2005) ETV6-NTRK3: a chimeric protein tyrosine kinase with transformation activity in multiple cell lineages. Semin Cancer Biol 15:215–223
Lin SY, Li K, Stewart GS, Elledge SJ (2004) Human Claspin works with BRCA1 to both positively and negatively regulate cell proliferation. Proc Natl Acad Sci USA 101:6484–6489
Monoranu CM, Kochs D, Huang B, Loukachova-v.Zangen I, Roggendorf W (2004) Ependymomas in adults: LOH analysis, MIB1 labeling and EMA expression and correlation with clinical data. Acta Neuropathol 108:356
Naidoo V, Naidoo S, Mahabeer R, Raidoo DM (2005) Localization of the endothelin system in human diffuse astrocytomas. Cancer 104:1049–1057
Oster SF, Bodeker MO, He F, Sretavan DW (2003) Invariant Sema5A inhibition serves an ensheathing function during optic nerve development. Development 130:775–784
Ragazzini P, Gamberi G, Pazzaglia L, Serra M, Magagnoli G, Ponticelli F, Ferrari C, Ghinelli C, Alberghini M, Bertoni F, Picci P, Benassi MS (2004) Amplification of CDK4, MDM2, SAS and GLI genes in leiomyosarcoma, alveolar and embryonal rhabdomyosarcoma. Histol Histopathol 19:401–411
Rajaram V, Gutmann DH, Prasad SK, Mansur DB, Perry A (2005) Alterations of protein 4.1 family members in ependymomas: a study of 84 cases. Mod Pathol 18:991–997
Reardon DA, Entrekin RE, Sublett J, Ragsdale S, Li H, Boyett J, Kepner JL, Look AT (1999) Chromosome arm 6q loss is the most common recurrent autosomal alteration detected in primary pediatric ependymoma. Genes Chromosomes Cancer 24:230–237
Reni M, Brandes AA, Vavassori V, Cavallo G, Casagrande F, Vastola F, Magli A, Franzin A, Basso U, Villa E (2004) A multicenter study of the prognosis and treatment of adult brain ependymal tumors. Cancer 100:1221–1229
Rickert CH (2004) Prognosis-related molecular markers in pediatric central nervous system tumors. J Neuropathol Exp Neurol 63:1211–1224
Schiffer D, Giordana MT (1998) Prognosis of ependymoma. Childs Nerv Syst 14:357–361
Sehgal A, Boynton AL, Young RF, Vermeulen SS, Yonemura KS, Kohler EP, Aldape HC, Simrell CR, Murphy GP (1998) Cell adhesion molecule Nr-CAM is over-expressed in human brain tumors. Int J Cancer 76:451–458
Sehgal A, Ricks S, Warrick J, Boynton AL, Murphy GP (1999) Antisense human neuroglia related cell adhesion molecule hNr-CAM, reduces the tumorigenic properties of human glioblastoma cells. Anticancer Res 19:4947–4953
Shuangshoti S, Rushing EJ, Mena H, Olsen C, Sandberg GD (2005) Supratentorial extraventricular ependymal neoplasms: a clinicopathologic study of 32 patients. Cancer 103:2598–2605
Smyth GK (2005) Limma: linear models for microarray data. In: Gentleman R (ed) Bioinformatics and computational biology solutions using R and bioconductor. Springer, New York, pp 397–420
Smyth GK, Yang YH, Speed T (2003) Statistical issues in cDNA microarray data analysis, Methods Mol Biol 224:111–136
Stettner G, Klein R, Roggendorf W (1999) HLA-DR expression in microglia and tumor cells of childhood ependymomas: an immunhistochemical study. Acta Neuropathol 98:552
Suarez-Merino B, Hubank M, Revesz T, Harkness W, Hayward R, Thompson D, Darling JL, Thomas DG, Warr TJ (2005) Microarray analysis of pediatric ependymoma identifies a cluster of 112 candidate genes including four transcripts at 22q12.1-q13.3. Neuro-oncol 7:20–31
Taylor MD, 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, Gilbertson RJ (2005) Radial glia cells are candidate stem cells of ependymoma. Cancer Cell 8:323–335
Tibshirani R, Hastie T, Narasimhan B, Chu G (2002) Diagnosis of multiple cancer types by shrunken centroids of gene expression. Proc Natl Acad Sci USA 99:6567–6572
Timmermann B, Kortmann RD, Kuhl J, Meisner C, Slavc I, Pietsch T, Bamberg M (2000) Combined postoperative irradiation and chemotherapy for anaplastic ependymomas in childhood: results of the German prospective trials HIT 88/89 and HIT 91. Int J Radiat Oncol Biol Phys 46:287–295
Timmermann B, Kortmann RD, Kuhl J, Rutkowski S, Dieckmann K, Meisner C, Bamberg M (2005) Role of radiotherapy in anaplastic ependymoma in children under age of 3 years: results of the prospective German brain tumor trials HIT-SKK 87 and 92. Radiother Oncol 77:278–285
van den Boom J, Wolter M, Kuick R, Misek DE, Youkilis AS, Wechsler DS, Sommer C, Reifenberger G, Hanash SM (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 163:1033–1043
Velazquez-Fernandez D, Laurell C, Geli J, Hoog A, Odeberg J, Kjellman M, Lundeberg J, Hamberger B, Nilsson P, Backdahl M (2005) Expression profiling of adrenocortical neoplasms suggests a molecular signature of malignancy. Surgery 138:1087–1094
Verstegen MJ, Leenstra DT, Ijlst-Keizers H, Bosch DA (2002) Proliferation- and apoptosis-related proteins in intracranial ependymomas: an immunohistochemical analysis. J Neurooncol 56:21–28
Wiestler OD, Schiffer D, Coons SW, Prayson RA, Rosenblum MK (2000) Ependymoma. In: Kleihues P (ed) Pathology and genetics of tumors the nervous system. IARC Press, Lyon, pp 71–82
Wolfsberger S, Fischer I, Hoftberger R, Birner P, Slavc I, Dieckmann K, Czech T, Budka H, Hainfellner J (2004) Ki-67 immunolabeling index is an accurate predictor of outcome in patients with intracranial ependymoma. Am J Surg Pathol 28:914–920
Yu J, Zhang H, Gu J, Lin S, Li J, Lu W, Wang Y, Zhu J (2004) Methylation profiles of thirty four promoter-CpG islands and concordant methylation behaviours of sixteen genes that may contribute to carcinogenesis of astrocytoma. BMC Cancer 4:65
Acknowledgments
This investigation was supported by a grant from the Sander Foundation (no. 99.070.2). We thank Hannelore Schraut and Margarete Göbel for excellent technical assistance and Miryame Hofmann for her assistance in performing the RT-PCR. We thank Dr. Vladimir V. Lukashov, and Dr. Andreas Rosenwald for critical review of the manuscript.
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Lukashova-v.Zangen, I., Kneitz, S., Monoranu, CM. et al. Ependymoma gene expression profiles associated with histological subtype, proliferation, and patient survival. Acta Neuropathol 113, 325–337 (2007). https://doi.org/10.1007/s00401-006-0190-5
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DOI: https://doi.org/10.1007/s00401-006-0190-5