Genomic and transcriptome analysis revealing an oncogenic functional module in meningiomas

被引:21
作者
Chang, Xiao [1 ]
Shi, Lingling [2 ]
Gao, Fan [1 ]
Russin, Jonathan [3 ]
Zeng, Liyun [1 ]
He, Shuhan [3 ]
Chen, Thomas C. [3 ]
Giannotta, Steven L. [3 ]
Weisenberger, Daniel J. [4 ]
Zada, Gabriel [3 ]
Wang, Kai [1 ,5 ,6 ]
Mack, William J. [1 ,3 ]
机构
[1] Univ So Calif, Keck Sch Med, Zilkha Neurogenet Inst, Los Angeles, CA 90033 USA
[2] Jinan Univ, GHM Inst CNS Regenerat, Guangzhou, Guangdong, Peoples R China
[3] Univ So Calif, Keck Sch Med, Dept Neurosurg, Los Angeles, CA 90033 USA
[4] Univ So Calif, Keck Sch Med, USC Epigenome Ctr, Los Angeles, CA 90033 USA
[5] Univ So Calif, Keck Sch Med, Dept Psychiat, Los Angeles, CA 90033 USA
[6] Univ So Calif, Keck Sch Med, Dept Prevent Med, Div Bioinformat, Los Angeles, CA 90033 USA
关键词
meningioma; copy number alteration; WGCNA; hub genes; COEXPRESSION NETWORK ANALYSIS; HUMAN GLIOMA-CELLS; HUMAN PITUITARY-ADENOMAS; GENE-EXPRESSION; CHROMOSOMAL-ABERRATIONS; ANAPLASTIC MENINGIOMAS; LEPTIN RECEPTOR; GENOTYPING DATA; GROWTH; MICROARRAY;
D O I
10.3171/2013.10.FOCUS13326
中图分类号
R74 [神经病学与精神病学];
学科分类号
100204 [神经病学];
摘要
Object. Meningiomas are among the most common primary adult brain tumors. Although typically benign, roughly 2%-5% display malignant pathological features. The key molecular pathways involved in malignant transformation remain to be determined. Methods. Illumina expression microarrays were used to assess gene expression levels, and Illumina single-nucleotide polymorphism arrays were used to identify copy number variants in benign, atypical, and malignant meningiomas (19 tumors, including 4 malignant ones). The authors also reanalyzed 2 expression data sets generated on Affymetrix microarrays (n = 68, including 6 malignant ones; n = 56, including 3 malignant ones). A weighted gene coexpression network approach was used to identify coexpression modules associated with malignancy. Results. At the genomic level, malignant meningiomas had more chromosomal losses than atypical and benign meningiomas, with average length of 528, 203, and 34 megabases, respectively. Monosomic loss of chromosome 22 was confirmed to be one of the primary chromosomal level abnormalities in all subtypes of meningiomas. At the transcriptome level, the authors identified 23 coexpression modules from the weighted gene coexpression network. Gene functional enrichment analysis highlighted a module with 356 genes that was highly related to tumorigenesis. Four intramodular hubs within the module (GAB2, KLF2, ID1, and CTF1) were oncogenic in other cancers such as leukemia. A putative meningioma tumor suppressor MN1 was also identified in this module with differential expression between malignant and benign meningiomas. Conclusions. The authors' genomic and transcriptome analysis of meningiomas provides novel insights into the molecular pathways involved in malignant transformation of meningiomas, with implications for molecular heterogeneity of the disease.
引用
收藏
页数:19
相关论文
共 58 条
[1]
An automated method for finding molecular complexes in large protein interaction networks [J].
Bader, GD ;
Hogue, CW .
BMC BIOINFORMATICS, 2003, 4 (1)
[2]
Network biology:: Understanding the cell's functional organization [J].
Barabási, AL ;
Oltvai, ZN .
NATURE REVIEWS GENETICS, 2004, 5 (02) :101-U15
[3]
Expression patterns of dysadherin and E-cadherin in lymph node metastases of colorectal carcinoma [J].
Batistatou, Anna ;
Charalabopoulos, Alexander K. ;
Scopa, Chrisoula D. ;
Nakanishi, Yukihiro ;
Kappas, Angelos ;
Hirohashi, Setsuo ;
Agnantis, Niki J. ;
Charalabopoulos, Konstantinos .
VIRCHOWS ARCHIV, 2006, 448 (06) :763-767
[4]
Assessing the significance of chromosomal aberrations in cancer: Methodology and application to glioma [J].
Beroukhim, Rameen ;
Getz, Gad ;
Nghiemphu, Leia ;
Barretina, Jordi ;
Hsueh, Teli ;
Linhart, David ;
Vivanco, Igor ;
Lee, Jeffrey C. ;
Huang, Julie H. ;
Alexander, Sethu ;
Du, Jinyan ;
Kau, Tweeny ;
Thomas, Roman K. ;
Shah, Kinial ;
Soto, Horacio ;
Perner, Sven ;
Prensner, John ;
Debiasi, Ralph M. ;
Demichelis, Francesca ;
Hatton, Charlie ;
Rubin, Mark A. ;
Garraway, Levi A. ;
Nelson, Stan F. ;
Liau, Linda ;
Mischel, Paul S. ;
Cloughesy, Tim F. ;
Meyerson, Matthew ;
Golub, Todd A. ;
Lander, Eric S. ;
Mellinghoff, Ingo K. ;
Sellers, William R. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (50) :20007-20012
[5]
Identifying Modules of Coexpressed Transcript Units and Their Organization of Saccharopolyspora erythraea from Time Series Gene Expression Profiles [J].
Chang, Xiao ;
Liu, Shuai ;
Yu, Yong-Tao ;
Li, Yi-Xue ;
Li, Yuan-Yuan .
PLOS ONE, 2010, 5 (08)
[6]
Exploring mitochondrial evolution and metabolism organization principles by comparative analysis of metabolic networks [J].
Chang, Xiao ;
Wang, Zhuo ;
Hao, Pei ;
Li, Yuan-Yuan ;
Li, Yi-Xue .
GENOMICS, 2010, 95 (06) :339-344
[7]
DEPREZ RHL, 1995, ONCOGENE, V10, P1521
[8]
Adjustment of genomic waves in signal intensities from whole-genome SNP genotyping platforms [J].
Diskin, Sharon J. ;
Li, Mingyao ;
Hou, Cuiping ;
Yang, Shuzhang ;
Glessner, Joseph ;
Hakonarson, Hakon ;
Bucan, Maja ;
Maris, John M. ;
Wang, Kai .
NUCLEIC ACIDS RESEARCH, 2008, 36 (19)
[9]
Common variation at 10p12.31 near MLLT10 influences meningioma risk [J].
Dobbins, Sara E. ;
Broderick, Peter ;
Melin, Beatrice ;
Feychting, Maria ;
Johansen, Christoffer ;
Andersson, Ulrika ;
Brannstrom, Thomas ;
Schramm, Johannes ;
Olver, Bianca ;
Lloyd, Amy ;
Ma, Yussanne P. ;
Hosking, Fay J. ;
Lonn, Stefan ;
Ahlbom, Anders ;
Henriksson, Roger ;
Schoemaker, Minouk J. ;
Hepworth, Sarah J. ;
Hoffmann, Per ;
Muehleisen, Thomas W. ;
Noethen, Markus M. ;
Moebus, Susanne ;
Eisele, Lewin ;
Kosteljanetz, Michael ;
Muir, Kenneth ;
Swerdlow, Anthony ;
Simon, Matthias ;
Houlston, Richard S. .
NATURE GENETICS, 2011, 43 (09) :825-827
[10]
Genetics of gene expression and its effect on disease [J].
Emilsson, Valur ;
Thorleifsson, Gudmar ;
Zhang, Bin ;
Leonardson, Amy S. ;
Zink, Florian ;
Zhu, Jun ;
Carlson, Sonia ;
Helgason, Agnar ;
Walters, G. Bragi ;
Gunnarsdottir, Steinunn ;
Mouy, Magali ;
Steinthorsdottir, Valgerdur ;
Eiriksdottir, Gudrun H. ;
Bjornsdottir, Gyda ;
Reynisdottir, Inga ;
Gudbjartsson, Daniel ;
Helgadottir, Anna ;
Jonasdottir, Aslaug ;
Jonasdottir, Adalbjorg ;
Styrkarsdottir, Unnur ;
Gretarsdottir, Solveig ;
Magnusson, Kristinn P. ;
Stefansson, Hreinn ;
Fossdal, Ragnheidur ;
Kristjansson, Kristleifur ;
Gislason, Hjortur G. ;
Stefansson, Tryggvi ;
Leifsson, Bjorn G. ;
Thorsteinsdottir, Unnur ;
Lamb, John R. ;
Gulcher, Jeffrey R. ;
Reitman, Marc L. ;
Kong, Augustine ;
Schadt, Eric E. ;
Stefansson, Kari .
NATURE, 2008, 452 (7186) :423-U2