The transcriptional network for mesenchymal transformation of brain tumours

被引:973
作者
Carro, Maria Stella [1 ]
Lim, Wei Keat [2 ,3 ]
Alvarez, Mariano Javier [3 ,4 ]
Bollo, Robert J. [8 ,9 ]
Zhao, Xudong [1 ]
Snyder, Evan Y. [10 ]
Sulman, Erik P. [11 ]
Anne, Sandrine L. [1 ]
Doetsch, Fiona [5 ]
Colman, Howard [12 ]
Lasorella, Anna [1 ,5 ,6 ]
Aldape, Ken [13 ]
Califano, Andrea [1 ,2 ,3 ,4 ]
Iavarone, Antonio [1 ,5 ,7 ]
机构
[1] Columbia Univ, Med Ctr, Inst Canc Genet, New York, NY 10032 USA
[2] Columbia Univ, Med Ctr, Dept Biomed Informat, New York, NY 10032 USA
[3] Columbia Univ, Med Ctr, Ctr Computat Biol & Bioinformat, New York, NY 10032 USA
[4] Columbia Univ, Med Ctr, Joint Ctr Syst Biol, New York, NY 10032 USA
[5] Columbia Univ, Med Ctr, Dept Pathol, New York, NY 10032 USA
[6] Columbia Univ, Med Ctr, Dept Pediat, New York, NY 10032 USA
[7] Columbia Univ, Med Ctr, Dept Neurol, New York, NY 10032 USA
[8] NYU, Sch Med, Dept Neurosurg, New York, NY 10016 USA
[9] NYU, Langone Med Ctr, New York, NY 10016 USA
[10] Burnham Inst Med Res, La Jolla, CA 92037 USA
[11] Univ Texas MD Anderson Canc Ctr, Div Radiat Oncol, Houston, TX 77030 USA
[12] Univ Texas MD Anderson Canc Ctr, Dept Neurooncol, Houston, TX 77030 USA
[13] Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USA
关键词
GROWTH-FACTOR RECEPTOR; NEURAL STEM-CELL; C-MYC; EXPRESSION; DIFFERENTIATION; MECHANISMS; BINDING; SURVIVAL; PROLIFERATION; GLIOGENESIS;
D O I
10.1038/nature08712
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The inference of transcriptional networks that regulate transitions into physiological or pathological cellular states remains a central challenge in systems biology. A mesenchymal phenotype is the hallmark of tumour aggressiveness in human malignant glioma, but the regulatory programs responsible for implementing the associated molecular signature are largely unknown. Here we show that reverse-engineering and an unbiased interrogation of a glioma-specific regulatory network reveal the transcriptional module that activates expression of mesenchymal genes in malignant glioma. Two transcription factors (C/EBP beta and STAT3) emerge as synergistic initiators and master regulators of mesenchymal transformation. Ectopic co-expression of C/EBP beta and STAT3 reprograms neural stem cells along the aberrant mesenchymal lineage, whereas elimination of the two factors in glioma cells leads to collapse of the mesenchymal signature and reduces tumour aggressiveness. In human glioma, expression of C/EBP beta and STAT3 correlates with mesenchymal differentiation and predicts poor clinical outcome. These results show that the activation of a small regulatory module is necessary and sufficient to initiate and maintain an aberrant phenotypic state in cancer cells.
引用
收藏
页码:318 / U68
页数:10
相关论文
共 52 条
[1]   RP58 associates with condensed chromatin and mediates a sequence-specific transcriptional repression [J].
Aoki, K ;
Meng, GY ;
Suzuki, K ;
Takashi, T ;
Kameoka, Y ;
Nakahara, K ;
Ishida, R ;
Kasai, M .
JOURNAL OF BIOLOGICAL CHEMISTRY, 1998, 273 (41) :26698-26704
[2]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[3]   Epidermal growth factor receptor and Ink4a/Arf:: Convergent mechanisms governing terminal differentiation and transformation along the neural stem cell to astrocyte axis [J].
Bachoo, RM ;
Maher, EA ;
Ligon, KL ;
Sharpless, NE ;
Chan, SS ;
You, MJJ ;
Tang, Y ;
DeFrances, J ;
Stover, E ;
Weissleder, R ;
Rowitch, DH ;
Louis, DN ;
DePinho, RA .
CANCER CELL, 2002, 1 (03) :269-277
[4]   Evidence that embryonic the onset of cortical neurons regulate gliogenesis via cardiotrophin-1 [J].
Barnabé-Heider, F ;
Wasylnka, JA ;
Fernandes, KJL ;
Porsche, C ;
Sendtner, M ;
Kaplan, DR ;
Miller, FD .
NEURON, 2005, 48 (02) :253-265
[5]   Reverse engineering of regulatory networks in human B cells [J].
Basso, K ;
Margolin, AA ;
Stolovitzky, G ;
Klein, U ;
Dalla-Favera, R ;
Califano, A .
NATURE GENETICS, 2005, 37 (04) :382-390
[6]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[7]   Regulation of gliogenesis in the central nervous system by the JAK-STAT signaling pathway [J].
Bonni, A ;
Sun, Y ;
NadalVicens, M ;
Bhatt, A ;
Frank, DA ;
Rozovsky, I ;
Stahl, N ;
Yancopoulos, GD ;
Greenberg, ME .
SCIENCE, 1997, 278 (5337) :477-483
[8]   Stat3 as an oncogene [J].
Bromberg, JF ;
Wrzeszczynska, MH ;
Devgan, G ;
Zhao, YX ;
Pestell, RG ;
Albanese, C ;
Darnell, JE .
CELL, 1999, 98 (03) :295-303
[9]   Regulatory element detection using correlation with expression [J].
Bussemaker, HJ ;
Li, H ;
Siggia, ED .
NATURE GENETICS, 2001, 27 (02) :167-171
[10]  
Butte A J, 2000, Pac Symp Biocomput, P418