A pan-cancer analysis of driver gene mutations, DNA methylation and gene expressions reveals that chromatin remodeling is a major mechanism inducing global changes in cancer epigenomes

作者: Ahrim Youn , Kyung In Kim , Raul Rabadan , Benjamin Tycko , Yufeng Shen

DOI: 10.1186/S12920-018-0425-Z

关键词:

摘要: Recent large-scale cancer sequencing studies have discovered many novel driver genes (CDGs) in human cancers. Some also suggest that CDG mutations contribute to cancer-associated epigenomic and transcriptomic alterations across types. Here we aim improve our understanding of the connections between altered cell epigenomes transcriptomes on pan-cancer level how these known association epigenome transcriptome. Using multi-omics data including somatic mutation, DNA methylation, gene expression 20 types from The Cancer Genome Atlas (TCGA) project, conducted a analysis identify CDGs, when mutated, strong associations with genome-wide methylation or changes types, which refer as (MDGs) (EDGs), respectively. We identified 32 MDGs, among which, eight are chromatin modification remodeling genes. Many remaining 24 MDGs connected regulators through either regulating their transcription physically interacting them potential co-factors. 29 EDGs, 26 MDGs. Further investigation target genes’ promoters alteration patterns overlapping shows hyper-methylation significantly associated down-regulation same hypo-methylation up-regulation This finding suggests pivotal role for genetically driven shaping during tumor development.

参考文章(50)
Dennis Simpson, Nathalay Lemonie, David Morgan, Shobhan Gaddameedhi, William Kaufmann, Oncogenic BRAF(V600E) Induces Clastogenesis and UVB Hypersensitivity Cancers. ,vol. 7, pp. 1072- 1090 ,(2015) , 10.3390/CANCERS7020825
Jiajun Zhu, Morgan A. Sammons, Greg Donahue, Zhixun Dou, Masoud Vedadi, Matthäus Getlik, Dalia Barsyte-Lovejoy, Rima Al-awar, Bryson W. Katona, Ali Shilatifard, Jing Huang, Xianxin Hua, Cheryl H. Arrowsmith, Shelley L. Berger, Gain-of-function p53 mutants co-opt chromatin pathways to drive cancer growth Nature. ,vol. 525, pp. 206- 211 ,(2015) , 10.1038/NATURE15251
Yu-Mian Jia, Yun-Tao Xie, Ya-Jun Wang, Ji-Yuan Han, Xin-Xia Tian, Wei-Gang Fang, Association of Genetic Polymorphisms in CDH1 and CTNNB1 with Breast Cancer Susceptibility and Patients' Prognosis among Chinese Han Women PLOS ONE. ,vol. 10, pp. e0135865- ,(2015) , 10.1371/JOURNAL.PONE.0135865
Zhen Yang, Allison Jones, Martin Widschwendter, Andrew E. Teschendorff, An integrative pan-cancer-wide analysis of epigenetic enzymes reveals universal patterns of epigenomic deregulation in cancer Genome Biology. ,vol. 16, pp. 140- 140 ,(2015) , 10.1186/S13059-015-0699-9
Lina I. Yoo, Daniel C. Chung, Junying Yuan, LKB1 — A master tumour suppressor of the small intestine and beyond Nature Reviews Cancer. ,vol. 2, pp. 529- 535 ,(2002) , 10.1038/NRC843
Aimee I. Badeaux, Yang Shi, Emerging roles for chromatin as a signal integration and storage platform Nature Reviews Molecular Cell Biology. ,vol. 14, pp. 211- 224 ,(2013) , 10.1038/NRM3545
Amandine Chaix, Sophie Lopez, Edwige Voisset, Laurent Gros, Patrice Dubreuil, Paulo De Sepulveda, Mechanisms of STAT Protein Activation by Oncogenic KIT Mutants in Neoplastic Mast Cells Journal of Biological Chemistry. ,vol. 286, pp. 5956- 5966 ,(2011) , 10.1074/JBC.M110.182642
Ronald L. Chandler, Jeffrey S. Damrauer, Jesse R. Raab, Jonathan C. Schisler, Matthew D. Wilkerson, John P. Didion, Joshua Starmer, Daniel Serber, Della Yee, Jessie Xiong, David B. Darr, Fernando Pardo-Manuel de Villena, William Y. Kim, Terry Magnuson, Coexistent ARID1A–PIK3CA mutations promote ovarian clear-cell tumorigenesis through pro-tumorigenic inflammatory cytokine signalling Nature Communications. ,vol. 6, pp. 6118- 6118 ,(2015) , 10.1038/NCOMMS7118
Hui Shen, Peter W. Laird, Interplay Between the Cancer Genome and Epigenome Cell. ,vol. 153, pp. 38- 55 ,(2013) , 10.1016/J.CELL.2013.03.008
Sevin Turcan, Daniel Rohle, Anuj Goenka, Logan A. Walsh, Fang Fang, Emrullah Yilmaz, Carl Campos, Armida W. M. Fabius, Chao Lu, Patrick S. Ward, Craig B. Thompson, Andrew Kaufman, Olga Guryanova, Ross Levine, Adriana Heguy, Agnes Viale, Luc G. T. Morris, Jason T. Huse, Ingo K. Mellinghoff, Timothy A. Chan, IDH1 mutation is sufficient to establish the glioma hypermethylator phenotype Nature. ,vol. 483, pp. 479- 483 ,(2012) , 10.1038/NATURE10866