Analysis of Matched Tumor and Normal Profiles Reveals Common Transcriptional and Epigenetic Signals Shared across Cancer Types

被引:34
作者
Gross, Andrew M. [1 ]
Kreisberg, Jason F. [2 ]
Ideker, Trey [1 ,2 ]
机构
[1] Univ Calif San Diego, Bioinformat & Syst Biol Program, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USA
来源
PLOS ONE | 2015年 / 10卷 / 11期
关键词
CELL-PROLIFERATION; GENE-EXPRESSION; SYSTEM; LANDSCAPE; PATHWAYS;
D O I
10.1371/journal.pone.0142618
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
To identify the transcriptional regulatory changes that are most widespread in solid tumors, we performed a pan-cancer analysis using over 600 pairs of tumors and adjacent normal tissues profiled in The Cancer Genome Atlas (TCGA). Frequency of upregulation was calculated across mRNA expression levels, microRNA expression levels and CpG methylation sites and is provided here as a resource. Frequent tumor-associated alterations were identified using a simple statistical approach. Many of the identified changes were consistent with the increased rate of cell division in cancer, such as the overexpression of cell cycle genes and hypermethylation of PRC2 binding sites. However, we also identified proliferation-independent alterations, which highlight novel pathways essential to tumor formation. Nearly all of the GABA receptors are frequently downregulated, with the gene encoding the delta subunit (GABRD) strongly upregulated as the notable exception. Metabolic genes are also frequently downregulated, particularly alcohol dehydrogenases and others consistent with the decreased role of oxidative phosphorylation in cancerous cells. Alterations in the composition of GABA receptors and metabolism may play a key role in the differentiation of cancer cells, independent of proliferation.
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页数:14
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共 31 条
  • [1] The synaptic proteins neurexins and neuroligins are widely expressed in the vascular system and contribute to its functions
    Bottos, Alessia
    Destro, Erika
    Rissone, Alberto
    Graziano, Stefania
    Cordara, Gabriele
    Assenzio, Barbara
    Cera, Maria Rosaria
    Mascia, Luciana
    Bussolino, Federico
    Arese, Marco
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (49) : 20782 - 20787
  • [2] Broad Institute TCGA Genome Data Analysis Center, 2015, AN READ STAND TCGA D
  • [3] Biomolecular Events in Cancer Revealed by Attractor Metagenes
    Cheng, Wei-Yi
    Yang, Tai-Hsien Ou
    Anastassiou, Dimitris
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2013, 9 (02)
  • [4] Comprehensive genomic characterization defines human glioblastoma genes and core pathways
    Chin, L.
    Meyerson, M.
    Aldape, K.
    Bigner, D.
    Mikkelsen, T.
    VandenBerg, S.
    Kahn, A.
    Penny, R.
    Ferguson, M. L.
    Gerhard, D. S.
    Getz, G.
    Brennan, C.
    Taylor, B. S.
    Winckler, W.
    Park, P.
    Ladanyi, M.
    Hoadley, K. A.
    Verhaak, R. G. W.
    Hayes, D. N.
    Spellman, Paul T.
    Absher, D.
    Weir, B. A.
    Ding, L.
    Wheeler, D.
    Lawrence, M. S.
    Cibulskis, K.
    Mardis, E.
    Zhang, Jinghui
    Wilson, R. K.
    Donehower, L.
    Wheeler, D. A.
    Purdom, E.
    Wallis, J.
    Laird, P. W.
    Herman, J. G.
    Schuebel, K. E.
    Weisenberger, D. J.
    Baylin, S. B.
    Schultz, N.
    Yao, Jun
    Wiedemeyer, R.
    Weinstein, J.
    Sander, C.
    Gibbs, R. A.
    Gray, J.
    Kucherlapati, R.
    Lander, E. S.
    Myers, R. M.
    Perou, C. M.
    McLendon, Roger
    [J]. NATURE, 2008, 455 (7216) : 1061 - 1068
  • [5] Somatic mutations affect key pathways in lung adenocarcinoma
    Ding, Li
    Getz, Gad
    Wheeler, David A.
    Mardis, Elaine R.
    McLellan, Michael D.
    Cibulskis, Kristian
    Sougnez, Carrie
    Greulich, Heidi
    Muzny, Donna M.
    Morgan, Margaret B.
    Fulton, Lucinda
    Fulton, Robert S.
    Zhang, Qunyuan
    Wendl, Michael C.
    Lawrence, Michael S.
    Larson, David E.
    Chen, Ken
    Dooling, David J.
    Sabo, Aniko
    Hawes, Alicia C.
    Shen, Hua
    Jhangiani, Shalini N.
    Lewis, Lora R.
    Hall, Otis
    Zhu, Yiming
    Mathew, Tittu
    Ren, Yanru
    Yao, Jiqiang
    Scherer, Steven E.
    Clerc, Kerstin
    Metcalf, Ginger A.
    Ng, Brian
    Milosavljevic, Aleksandar
    Gonzalez-Garay, Manuel L.
    Osborne, John R.
    Meyer, Rick
    Shi, Xiaoqi
    Tang, Yuzhu
    Koboldt, Daniel C.
    Lin, Ling
    Abbott, Rachel
    Miner, Tracie L.
    Pohl, Craig
    Fewell, Ginger
    Haipek, Carrie
    Schmidt, Heather
    Dunford-Shore, Brian H.
    Kraja, Aldi
    Crosby, Seth D.
    Sawyer, Christopher S.
    [J]. NATURE, 2008, 455 (7216) : 1069 - 1075
  • [6] Evan GI, 2001, NATURE, P411
  • [7] Alternative splicing and differential gene expression in colon cancer detected by a whole genome exon array
    Gardina, Paul J.
    Clark, Tyson A.
    Shimada, Brian
    Staples, Michelle K.
    Yang, Qing
    Veitch, James
    Schweitzer, Anthony
    Awad, Tarif
    Sugnet, Charles
    Dee, Suzanne
    Davies, Christopher
    Williams, Alan
    Turpaz, Yaron
    [J]. BMC GENOMICS, 2006, 7 (1)
  • [8] Evidence for a GABAergic system in rodent and human testis:: Local GABA production and GABA receptors
    Geigerseder, C
    Doepner, R
    Thalhammer, A
    Frungieri, MB
    Gamel-Didelon, K
    Calandra, RS
    Köhn, FM
    Mayerhofer, A
    [J]. NEUROENDOCRINOLOGY, 2003, 77 (05) : 314 - 323
  • [9] The prognostic landscape of genes and infiltrating immune cells across human cancers
    Gentles, Andrew J.
    Newman, Aaron M.
    Liu, Chih Long
    Bratman, Scott V.
    Feng, Weiguo
    Kim, Dongkyoon
    Nair, Viswam S.
    Xu, Yue
    Khuong, Amanda
    Hoang, Chuong D.
    Diehn, Maximilian
    West, Robert B.
    Plevritis, Sylvia K.
    Alizadeh, Ash A.
    [J]. NATURE MEDICINE, 2015, 21 (08) : 938 - 945
  • [10] Differential Expression of miRNAs in Colorectal Cancer: Comparison of Paired Tumor Tissue and Adjacent Normal Mucosa Using High-Throughput Sequencing
    Hamfjord, Julian
    Stangeland, Astrid M.
    Hughes, Timothy
    Skrede, Martina L.
    Tveit, Kjell M.
    Ikdahl, Tone
    Kure, Elin H.
    [J]. PLOS ONE, 2012, 7 (04):