Epigenetic pathways and glioblastoma treatment

被引:62
作者
Clarke, Jennifer [1 ]
Penas, Clara [2 ]
Pastori, Chiara [2 ]
Komotar, Ricardo J. [3 ]
Bregy, Amade [3 ]
Shah, Ashish H. [3 ]
Wahlestedt, Claes [2 ]
Ayad, Nagi G. [2 ]
机构
[1] Univ Miami, Miller Sch Med, Dept Epidemiol & Publ Hlth, Div Biostat, Miami, FL 33136 USA
[2] Univ Miami, Miller Sch Med, Ctr Therapeut Innovat, Dept Psychiat & Behav Sci, Miami, FL 33136 USA
[3] Univ Miami, Miller Sch Med, Dept Neurosurg, Miami, FL 33136 USA
关键词
epigenetics; glioblastoma; statistical modeling; drug discovery; LONG NONCODING RNA; INTEGRATED GENOMIC ANALYSIS; HEPATOCELLULAR-CARCINOMA; TUMOR-GROWTH; EXPRESSION; EZH2; CELL; MUTATIONS; CANCER; MODELS;
D O I
10.4161/epi.25440
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Glioblastoma multiforme (GBM) is the most common malignant adult brain tumor. Standard GBM treatment includes maximal safe surgical resection with combination radiotherapy and adjuvant temozolomide (TMZ) chemotherapy. Alarmingly, patient survival at five-years is below 10%. This is in part due to the invasive behavior of the tumor and the resulting inability to resect greater than 98% of some tumors. In fact, recurrence after such treatment may be inevitable, even in cases where gross total resection is achieved. The Cancer Genome Atlas (TCGA) research network performed whole genome sequencing of GBM tumors and found that GBM recurrence is linked to epigenetic mechanisms and pathways. Central to these pathways are epigenetic enzymes, which have recently emerged as possible new drug targets for multiple cancers, including GBM. Here we review GBM treatment, and provide a systems approach to identifying epigenetic drivers of GBM tumor progression based on temporal modeling of putative GBM cells of origin. We also discuss advances in defining epigenetic mechanisms controlling GBM initiation and recurrence and the drug discovery considerations associated with targeting epigenetic enzymes for GBM treatment.
引用
收藏
页码:785 / 795
页数:11
相关论文
共 73 条
[1]  
[Anonymous], 2010, INTRO STOCHASTIC PRO
[2]  
Bernardo J.M., 1999, Bayesian Statistics, P6
[3]   Dynamic Graphical Models An overview [J].
Bilmes, Jeff .
IEEE SIGNAL PROCESSING MAGAZINE, 2010, 27 (06) :29-42
[4]   The good, the bad and the ugly: Epigenetic mechanisms' in glioblastoma [J].
Caren, Helena ;
Pollard, Steven M. ;
Beck, Stephan .
MOLECULAR ASPECTS OF MEDICINE, 2013, 34 (04) :849-862
[5]   MicroRNA-21 is an antiapoptotic factor in human glioblastoma cells [J].
Chan, JA ;
Krichevsky, AM ;
Kosik, KS .
CANCER RESEARCH, 2005, 65 (14) :6029-6033
[6]   A restricted cell population propagates glioblastoma growth after chemotherapy [J].
Chen, Jian ;
Li, Yanjiao ;
Yu, Tzong-Shiue ;
McKay, Renee M. ;
Burns, Dennis K. ;
Kernie, Steven G. ;
Parada, Luis F. .
NATURE, 2012, 488 (7412) :522-+
[7]   Malignant Glioma: Lessons from Genomics, Mouse Models, and Stem Cells [J].
Chen, Jian ;
Mckay, Renee M. ;
Parada, Luis F. .
CELL, 2012, 149 (01) :36-47
[8]   Comprehensive genomic characterization defines human glioblastoma genes and core pathways [J].
Chin, L. ;
Meyerson, M. ;
Aldape, K. ;
Bigner, D. ;
Mikkelsen, T. ;
VandenBerg, S. ;
Kahn, A. ;
Penny, R. ;
Ferguson, M. L. ;
Gerhard, D. S. ;
Getz, G. ;
Brennan, C. ;
Taylor, B. S. ;
Winckler, W. ;
Park, P. ;
Ladanyi, M. ;
Hoadley, K. A. ;
Verhaak, R. G. W. ;
Hayes, D. N. ;
Spellman, Paul T. ;
Absher, D. ;
Weir, B. A. ;
Ding, L. ;
Wheeler, D. ;
Lawrence, M. S. ;
Cibulskis, K. ;
Mardis, E. ;
Zhang, Jinghui ;
Wilson, R. K. ;
Donehower, L. ;
Wheeler, D. A. ;
Purdom, E. ;
Wallis, J. ;
Laird, P. W. ;
Herman, J. G. ;
Schuebel, K. E. ;
Weisenberger, D. J. ;
Baylin, S. B. ;
Schultz, N. ;
Yao, Jun ;
Wiedemeyer, R. ;
Weinstein, J. ;
Sander, C. ;
Gibbs, R. A. ;
Gray, J. ;
Kucherlapati, R. ;
Lander, E. S. ;
Myers, R. M. ;
Perou, C. M. ;
McLendon, Roger .
NATURE, 2008, 455 (7216) :1061-1068
[9]   Extensive modulation of a set of microRNAs in primary glioblastoma [J].
Ciafrè, SA ;
Galardi, S ;
Mangiola, A ;
Ferracin, M ;
Liu, CG ;
Sabatino, G ;
Negrini, M ;
Maira, G ;
Croce, CM ;
Farace, MG .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2005, 334 (04) :1351-1358
[10]   Cancer Epigenetics: From Mechanism to Therapy [J].
Dawson, Mark A. ;
Kouzarides, Tony .
CELL, 2012, 150 (01) :12-27