Integrative Genome-Scale Analysis Identifies Epigenetic Mechanisms of Transcriptional Deregulation in Unfavorable Neuroblastomas

被引:87
|
作者
Henrich, Kai-Oliver [1 ]
Bender, Sebastian [2 ,3 ]
Saadati, Maral [4 ]
Dreidax, Daniel [1 ]
Gartlgruber, Moritz [1 ]
Shao, Chunxuan [5 ]
Herrmann, Carl [6 ]
Wiesenfarth, Manuel [4 ]
Parzonka, Martha [1 ]
Wehrmann, Lea [1 ]
Fischer, Matthias [7 ,8 ]
Duffy, David J. [9 ]
Bell, Emma [10 ]
Torkov, Alica [1 ]
Schmezer, Peter [11 ]
Plass, Christoph [11 ]
Hoefer, Thomas [5 ]
Benner, Axel [4 ]
Pfister, Stefan M. [2 ,3 ]
Westermann, Frank [1 ]
机构
[1] German Canc Res Ctr, Neuroblastoma Genom B087, Heidelberg, Germany
[2] German Canc Res Ctr, Div Pediat Neurooncol, German Canc Consortium DKTK, Heidelberg, Germany
[3] Univ Heidelberg Hosp, Dept Pediat Oncol Hematol & Immunol, Heidelberg, Germany
[4] German Canc Res Ctr, Div Biostat, Heidelberg, Germany
[5] German Canc Res Ctr, Div Theoret Syst Biol, Heidelberg, Germany
[6] Heidelberg Univ, Div Theoret Bioinformat, German Canc Res Ctr, Inst Pharm & Mol Biotechnol,Bioquant, Bergheimer Str 58, D-69115 Heidelberg, Germany
[7] Univ Cologne, Univ Childrens Hosp, Dept Pediat Oncol, Cologne, Germany
[8] Univ Cologne, CMMC, Cologne, Germany
[9] Univ Coll Dublin, Syst Biol Ireland, Dublin, Ireland
[10] Univ Cambridge, Dept Pathol, Cambridge, England
[11] German Canc Res Ctr, Div Epigen & Canc Risk Factors, Heidelberg, Germany
关键词
ISLAND METHYLATOR PHENOTYPE; DNA METHYLATION; PROGNOSTIC-SIGNIFICANCE; THERAPEUTIC TARGET; GENE-EXPRESSION; CELL SIGNATURE; MYCN; CANCER; REVEALS; EZH2;
D O I
10.1158/0008-5472.CAN-15-2507
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The broad clinical spectrum of neuroblastoma ranges from spontaneous regression to rapid progression despite intensive multimodal therapy. This diversity is not fully explained by known genetic aberrations, suggesting the possibility of epigenetic involvement in pathogenesis. In pursuit of this hypothesis, we took an integrative approach to analyze the methylomes, transcriptomes, and copy number variations in 105 cases of neuroblastoma, complemented by primary tumor-and cell line-derived global histone modification analyses and epigenetic drug treatment in vitro. We found that DNA methylation patterns identify divergent patient subgroups with respect to survival and clinicobiologic variables, including amplified MYCN. Transcriptome integration and histone modification-based definition of enhancer elements revealed intragenic enhancer methylation as a mechanism for high-risk-associated transcriptional deregulation. Furthermore, in high-risk neuroblastomas, we obtained evidence for cooperation between PRC2 activity and DNA methylation in blocking tumor-suppressive differentiation programs. Notably, these programs could be re-activated by combination treatments, which targeted both PRC2 and DNA methylation. Overall, our results illuminate how epigenetic deregulation contributes to neuroblastoma pathogenesis, with novel implications for its diagnosis and therapy. (C) 2016 AACR.
引用
收藏
页码:5523 / 5537
页数:15
相关论文
共 50 条
  • [1] Integrative genome-scale analysis of immune infiltration in esophageal carcinoma
    Bian, Yunyi
    Bi, Guoshu
    Wei, Tengteng
    Yao, Guangyu
    Chen, Zhencong
    Zhan, Cheng
    Fan, Hong
    INTERNATIONAL IMMUNOPHARMACOLOGY, 2021, 93
  • [2] Integrative genome-scale analysis of TCGA dataset for features of tumor immunity
    Mao, Binchen
    Guo, Sheng
    Li, Henry
    Wang, Xinzhong
    Pan, Ying
    CANCER RESEARCH, 2018, 78 (13)
  • [3] Genome-Scale Analysis of Acetobacterium woodii Identifies Translational Regulation of Acetogenesis
    Shin, Jongoh
    Song, Yoseb
    Kang, Seulgi
    Jin, Sangrak
    Lee, Jung-Kul
    Kim, Dong Rip
    Cho, Suhyung
    Mueller, Volker
    Cho, Byung-Kwan
    MSYSTEMS, 2021, 6 (04)
  • [4] Genome-scale transcriptional dynamics and environmental biosensing
    Graham, Garrett
    Csicsery, Nicholas
    Stasiowski, Elizabeth
    Thouvenin, Gregoire
    Mather, William H.
    Ferry, Michael
    Cookson, Scott
    Hasty, Jeff
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (06) : 3301 - 3306
  • [5] Integrative genome-scale metabolic analysis of Vibrio vulnificus for drug targeting and discovery
    Kim, Hyun Uk
    Kim, Soo Young
    Jeong, Haeyoung
    Kim, Tae Yong
    Kim, Jae Jong
    Choy, Hyon E.
    Yi, Kyu Yang
    Rhee, Joon Haeng
    Lee, Sang Yup
    MOLECULAR SYSTEMS BIOLOGY, 2011, 7
  • [6] Genome-Scale Analysis Identifies Novel Transcript-Variants in Esophageal Adenocarcinoma
    Purkayastha, B. P. D.
    Chan, E. R.
    Ravillah, D.
    Ravi, L.
    Gupta, R.
    Canto, M. I.
    Wang, J. S.
    Shaheen, N. J.
    Willis, J. E.
    Chak, A.
    Varadan, V.
    Guda, K.
    CELLULAR AND MOLECULAR GASTROENTEROLOGY AND HEPATOLOGY, 2020, 10 (03): : 652 - +
  • [7] Integrating transcriptional activity in genome-scale models of metabolism
    Banos, Daniel Trejo
    Trebulle, Pauline
    Elati, Mohamed
    BMC SYSTEMS BIOLOGY, 2017, 11
  • [8] Identification and validation of tumor environment phenotypes in lung adenocarcinoma by integrative genome-scale analysis
    Guoshu Bi
    Zhencong Chen
    Xiaodong Yang
    Jiaqi Liang
    Zhengyang Hu
    Yunyi Bian
    Qihai Sui
    Runmei Li
    Cheng Zhan
    Hong Fan
    Cancer Immunology, Immunotherapy, 2020, 69 : 1293 - 1305
  • [9] An integrative approach towards completing genome-scale metabolic networks
    Christian, Nils
    May, Patrick
    Kempa, Stefan
    Handorf, Thomas
    Ebenhoeh, Oliver
    MOLECULAR BIOSYSTEMS, 2009, 5 (12) : 1889 - 1903
  • [10] Bayesian Integrative Modeling of Genome-Scale Metabolic and Regulatory Networks
    Mhamdi, Hanen
    Bourdon, Jeremie
    Larhlimi, Abdelhalim
    Elloumi, Mourad
    INFORMATICS-BASEL, 2020, 7 (01):