Enhancer methylation dynamics contribute to cancer plasticity and patient mortality

被引:92
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
    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
    [J]. 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
    Aran, Dvir
    Hellman, Asaf
    [J]. BIOESSAYS, 2014, 36 (02) : 184 - 190
  • [3] DNA methylation of distal regulatory sites characterizes dysregulation of cancer genes
    Aran, Dvir
    Sabato, Sivan
    Hellman, Asaf
    [J]. GENOME BIOLOGY, 2013, 14 (03)
  • [4] DNA Methylation of Transcriptional Enhancers and Cancer Predisposition
    Aran, Dvir
    Hellman, Asaf
    [J]. CELL, 2013, 154 (01) : 11 - 13
  • [5] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [6] DNA methylation dynamics in health and disease
    Bergman, Yehudit
    Cedar, Howard
    [J]. NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2013, 20 (03) : 274 - 281
  • [7] To differentiate or not - routes towards metastasis
    Brabletz, Thomas
    [J]. NATURE REVIEWS CANCER, 2012, 12 (06) : 425 - 436
  • [8] Why is melanoma so metastatic?
    Braeuer, Russell R.
    Watson, Ian R.
    Wu, Chang-Jiun
    Mobley, Aaron K.
    Kamiya, Takafumi
    Shoshan, Einav
    Bar-Eli, Menashe
    [J]. PIGMENT CELL & MELANOMA RESEARCH, 2014, 27 (01) : 19 - 36
  • [9] Intratumor DNA Methylation Heterogeneity Reflects Clonal Evolution in Aggressive Prostate Cancer
    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
    [J]. CELL REPORTS, 2014, 8 (03): : 798 - 806
  • [10] Enhancers as information integration hubs in development: lessons from genomics
    Buecker, Christa
    Wysocka, Joanna
    [J]. TRENDS IN GENETICS, 2012, 28 (06) : 276 - 284