Enhancer methylation dynamics contribute to cancer plasticity and patient mortality

被引:94
作者
Bell, Rachel E. [1 ]
Golan, Tamar [1 ]
Sheinboim, Danna [1 ]
Malcov, Hagar [1 ]
Amar, David [2 ]
Salamon, Avi [3 ]
Liron, Tamar [1 ]
Gelfman, Sahar [1 ,4 ]
Gabet, Yankel [3 ]
Shamir, Ron [2 ]
Levy, Carmit [1 ]
机构
[1] Tel Aviv Univ, Sackler Fac Med, Dept Human Genet & Biochem, IL-69978 Tel Aviv, Israel
[2] Tel Aviv Univ, Blavatnik Sch Comp Sci, IL-69978 Tel Aviv, Israel
[3] Tel Aviv Univ, Dept Anat & Anthropol, Sackler Fac Med, IL-69978 Tel Aviv, Israel
[4] Columbia Univ, Med Ctr, Inst Genom Med, New York, NY 10032 USA
关键词
DNA METHYLATION; TRANSCRIPTIONAL ENHANCERS; HISTONE MODIFICATIONS; TUMOR HETEROGENEITY; SUPER-ENHANCERS; CELL IDENTITY; E-CADHERIN; OVEREXPRESSION; EPIGENETICS; METASTASIS;
D O I
10.1101/gr.197194.115
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
During development, enhancers play pivotal roles in regulating gene expression programs; however, their involvement in cancer progression has not been fully characterized. We performed an integrative analysis of DNA methylation, RNA-seq, and small RNA-seq profiles from thousands of patients, including 25 diverse primary malignances and seven body sites of metastatic melanoma. We found that enhancers are consistently the most differentially methylated regions (DMR) as cancer progresses from normal to primary tumors and then to metastases, compared to other genomic features. Remarkably, identification of enhancer DMRs (eDMRs) enabled classification of primary tumors according to physiological organ systems, and in metastasis eDMRs are the most correlated with patient outcome. To further understand the eDMR role in cancer progression, we developed a model to predict genes and microRNAs that are regulated by enhancer and not promotor methylation, which shows high accuracy with chromatin architecture methods and was experimentally validated. Interestingly, among all metastatic melanoma eDMRs, the most correlated with patient survival were eDMRs that "switched" their methylation patterns back and forth between normal, primary, and metastases and target cancer drivers, e.g., KIT. We further demonstrated that eDMR target genes were modulated in melanoma by the bone metastasis microenvironment, suggesting that eDMRs respond to microenvironmental cues in metastatic niches. Our findings that aberrant methylation in cancer cells mostly affects enhancers, which contribute to tumor progression and cancer cell plasticity, will facilitate development of epigenetic anticancer approaches.
引用
收藏
页码:601 / 611
页数:11
相关论文
共 60 条
[1]   An atlas of active enhancers across human cell types and tissues [J].
Andersson, Robin ;
Gebhard, Claudia ;
Miguel-Escalada, Irene ;
Hoof, Ilka ;
Bornholdt, Jette ;
Boyd, Mette ;
Chen, Yun ;
Zhao, Xiaobei ;
Schmidl, Christian ;
Suzuki, Takahiro ;
Ntini, Evgenia ;
Arner, Erik ;
Valen, Eivind ;
Li, Kang ;
Schwarzfischer, Lucia ;
Glatz, Dagmar ;
Raithel, Johanna ;
Lilje, Berit ;
Rapin, Nicolas ;
Bagger, Frederik Otzen ;
Jorgensen, Mette ;
Andersen, Peter Refsing ;
Bertin, Nicolas ;
Rackham, Owen ;
Burroughs, A. Maxwell ;
Baillie, J. Kenneth ;
Ishizu, Yuri ;
Shimizu, Yuri ;
Furuhata, Erina ;
Maeda, Shiori ;
Negishi, Yutaka ;
Mungall, Christopher J. ;
Meehan, Terrence F. ;
Lassmann, Timo ;
Itoh, Masayoshi ;
Kawaji, Hideya ;
Kondo, Naoto ;
Kawai, Jun ;
Lennartsson, Andreas ;
Daub, Carsten O. ;
Heutink, Peter ;
Hume, David A. ;
Jensen, Torben Heick ;
Suzuki, Harukazu ;
Hayashizaki, Yoshihide ;
Mueller, Ferenc ;
Forrest, Alistair R. R. ;
Carninci, Piero ;
Rehli, Michael ;
Sandelin, Albin .
NATURE, 2014, 507 (7493) :455-+
[2]   Unmasking risk loci: DNA methylation illuminates the biology of cancer predisposition Analyzing DNA methylation of transcriptional enhancers reveals missed regulatory links between cancer risk loci and genes [J].
Aran, Dvir ;
Hellman, Asaf .
BIOESSAYS, 2014, 36 (02) :184-190
[3]   DNA methylation of distal regulatory sites characterizes dysregulation of cancer genes [J].
Aran, Dvir ;
Sabato, Sivan ;
Hellman, Asaf .
GENOME BIOLOGY, 2013, 14 (03)
[4]   DNA Methylation of Transcriptional Enhancers and Cancer Predisposition [J].
Aran, Dvir ;
Hellman, Asaf .
CELL, 2013, 154 (01) :11-13
[5]   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
[6]   DNA methylation dynamics in health and disease [J].
Bergman, Yehudit ;
Cedar, Howard .
NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2013, 20 (03) :274-281
[7]   To differentiate or not - routes towards metastasis [J].
Brabletz, Thomas .
NATURE REVIEWS CANCER, 2012, 12 (06) :425-436
[8]   Why is melanoma so metastatic? [J].
Braeuer, Russell R. ;
Watson, Ian R. ;
Wu, Chang-Jiun ;
Mobley, Aaron K. ;
Kamiya, Takafumi ;
Shoshan, Einav ;
Bar-Eli, Menashe .
PIGMENT CELL & MELANOMA RESEARCH, 2014, 27 (01) :19-36
[9]   Intratumor DNA Methylation Heterogeneity Reflects Clonal Evolution in Aggressive Prostate Cancer [J].
Brocks, David ;
Assenov, Yassen ;
Minner, Sarah ;
Bogatyrova, Olga ;
Simon, Ronald ;
Koop, Christina ;
Oakes, Christopher ;
Zucknick, Manuela ;
Lipka, Daniel Bernhard ;
Weischenfeldt, Joachim ;
Feuerbach, Lars ;
Lari, Richard Cowper-Sal ;
Lupien, Mathieu ;
Brors, Benedikt ;
Korbel, Jan ;
Schlomm, Thorsten ;
Tanay, Amos ;
Sauter, Guido ;
Gerhaeuser, Clarissa ;
Plass, Christoph .
CELL REPORTS, 2014, 8 (03) :798-806
[10]   Enhancers as information integration hubs in development: lessons from genomics [J].
Buecker, Christa ;
Wysocka, Joanna .
TRENDS IN GENETICS, 2012, 28 (06) :276-284