Integrative pan-cancer analysis reveals a common architecture of dysregulated transcriptional networks characterized by loss of enhancer methylation

被引:0
作者
Ankill, Jorgen [1 ,2 ]
Zhao, Zhi [1 ,3 ]
Tekpli, Xavier [2 ]
Kure, Elin H. [1 ]
Kristensen, Vessela N. [2 ,4 ,5 ]
Mathelier, Anthony [4 ,5 ,6 ]
Fleischer, Thomas [1 ]
机构
[1] Oslo Univ Hosp, Inst Canc Res, Dept Canc Genet, Oslo, Norway
[2] Univ Oslo, Inst Clin Med, Fac Med, Oslo, Norway
[3] Univ Oslo, Fac Med, Oslo Ctr Biostat & Epidemiol OCBE, Oslo, Norway
[4] Univ Oslo, Inst Clin Med, Dept Med Genet, Oslo, Norway
[5] Oslo Univ Hosp, Oslo, Norway
[6] Univ Norway, Ctr Mol Med Norway NCMM, Nord EMBL Partnership, Oslo, Norway
关键词
EPITHELIAL-MESENCHYMAL TRANSITION; DNA METHYLATION; MOLECULAR SIGNATURES; CELL DEVELOPMENT; EXPRESSION; EPIGENETICS; PATTERNS; HEMATOPOIESIS; METABOLISM; SUBTYPES;
D O I
10.1371/journal.pcbi.1012565
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Aberrant DNA methylation contributes to gene expression deregulation in cancer. However, these alterations' precise regulatory role and clinical implications are still not fully understood. In this study, we performed expression-methylation Quantitative Trait Loci (emQTL) analysis to identify deregulated cancer-driving transcriptional networks linked to CpG demethylation pan-cancer. By analyzing 33 cancer types from The Cancer Genome Atlas, we identified and confirmed significant correlations between CpG methylation and gene expression (emQTL) in cis and trans, both across and within cancer types. Bipartite network analysis of the emQTL revealed groups of CpGs and genes related to important biological processes involved in carcinogenesis including proliferation, metabolism and hormone-signaling. These bipartite communities were characterized by loss of enhancer methylation in specific transcription factor binding regions (TFBRs) and the CpGs were topologically linked to upregulated genes through chromatin loops. Penalized Cox regression analysis showed a significant prognostic impact of the pan-cancer emQTL in many cancer types. Taken together, our integrative pan-cancer analysis reveals a common architecture where hallmark cancer-driving functions are affected by the loss of enhancer methylation and may be epigenetically regulated.
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页数:33
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共 108 条
  • [1] Epigenetic reprogramming at estrogen-receptor binding sites alters 3D chromatin landscape in endocrine-resistant breast cancer
    Achinger-Kawecka, Joanna
    Valdes-Mora, Fatima
    Luu, Phuc-Loi
    Giles, Katherine A.
    Caldon, C. Elizabeth
    Qu, Wenjia
    Nair, Shalima
    Soto, Sebastian
    Locke, Warwick J.
    Yeo-Teh, Nicole S.
    Gould, Cathryn M.
    Du, Qian
    Smith, Grady C.
    Ramos, Irene R.
    Fernandez, Kristine F.
    Hoon, Dave S.
    Gee, Julia M. W.
    Stirzaker, Clare
    Clark, Susan J.
    [J]. NATURE COMMUNICATIONS, 2020, 11 (01)
  • [2] THE JUN PROTO-ONCOGENE IS POSITIVELY AUTOREGULATED BY ITS PRODUCT, JUN/AP-1
    ANGEL, P
    HATTORI, K
    SMEAL, T
    KARIN, M
    [J]. CELL, 1988, 55 (05) : 875 - 885
  • [3] Epigenetic alterations at distal enhancers are linked to proliferation in human breast cancer
    Ankill, Jorgen
    Aure, Miriam Ragle
    Bjorklund, Sunniva
    Langberg, Severin
    Kristensen, Vessela N.
    Vitelli, Valeria
    Tekpli, Xavier
    Fleischer, Thomas
    [J]. NAR CANCER, 2022, 4 (01):
  • [4] xCell: digitally portraying the tissue cellular heterogeneity landscape
    Aran, Dvir
    Hu, Zicheng
    Butte, Atul J.
    [J]. GENOME BIOLOGY, 2017, 18
  • [5] DNA methylation of distal regulatory sites characterizes dysregulation of cancer genes
    Aran, Dvir
    Sabato, Sivan
    Hellman, Asaf
    [J]. GENOME BIOLOGY, 2013, 14 (03)
  • [6] Genomic analyses identify molecular subtypes of pancreatic cancer
    Bailey, Peter
    Chang, David K.
    Nones, Katia
    Johns, Amber L.
    Patch, Ann-Marie
    Gingras, Marie-Claude
    Miller, David K.
    Christ, Angelika N.
    Bruxner, Tim J. C.
    Quinn, Michael C.
    Nourse, Craig
    Murtaugh, L. Charles
    Harliwong, Ivon
    Idrisoglu, Senel
    Manning, Suzanne
    Nourbakhsh, Ehsan
    Wani, Shivangi
    Fink, Lynn
    Holmes, Oliver
    Chin, Vencssa
    Anderson, Matthew J.
    Kazakoff, Stephen
    Leonard, Conrad
    Newell, Felicity
    Waddell, Nick
    Wood, Scott
    Xu, Qinying
    Wilson, Peter J.
    Cloonan, Nicole
    Kassahn, Karin S.
    Taylor, Darrin
    Quek, Kelly
    Robertson, Alan
    Pantano, Lorena
    Mincarelli, Laura
    Sanchez, Luis N.
    Evers, Lisa
    Wu, Jianmin
    Pinese, Mark
    Cowley, Mark J.
    Jones, Marc D.
    Colvin, Emily K.
    Nagrial, Adnan M.
    Humphrey, Emily S.
    Chantrill, Lorraine A.
    Mawson, Amanda
    Humphris, Jeremy
    Chou, Angela
    Pajic, Marina
    Scarlett, Christopher J.
    [J]. NATURE, 2016, 531 (7592) : 47 - +
  • [7] Pioneer factors as master regulators of the epigenome and cell fate
    Balsalobre, Aurelio
    Drouin, Jacques
    [J]. NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2022, 23 (07) : 449 - 464
  • [8] Threshold levels of hepatocyte nuclear factor 6 (HNF-6) acting in synergy with HNF-4 and PGC-1α are required for time-specific gene expression during liver development
    Beaudry, Jean-Bernard
    Pierreux, Christophe E.
    Hayhurst, Graham P.
    Plumb-Rudewiez, Nicolas
    Weiss, Mary C.
    Rousseau, Guy G.
    Lemaigre, Frederic P.
    [J]. MOLECULAR AND CELLULAR BIOLOGY, 2006, 26 (16) : 6037 - 6046
  • [9] The role of MyoD1 and histone modifications in the activation of muscle enhancers
    Blum, Roy
    Dynlacht, Brian D.
    [J]. EPIGENETICS, 2013, 8 (08) : 778 - 784
  • [10] Multi-omics analysis reveals epigenetically regulated processes and patient classification in lung adenocarcinoma
    Brativnyk, Anastasia
    Ankill, Jorgen
    Helland, Aslaug
    Fleischer, Thomas
    [J]. INTERNATIONAL JOURNAL OF CANCER, 2024, 155 (02) : 282 - 297