A Pan-Cancer Analysis Reveals High-Frequency Genetic Alterations in Mediators of Signaling by the TGF-β Superfamily

被引:125
|
作者
Korkut, Anil [1 ]
Zaidi, Sobia [2 ]
Kanchi, Rupa S. [1 ]
Rao, Shuyun [2 ]
Gough, Nancy R. [2 ]
Schultz, Andre [1 ]
Li, Xubin [1 ]
Lorenzi, Philip L. [1 ]
Berger, Ashton C. [3 ,4 ]
Robertson, Gordon [5 ]
Kwong, Lawrence N. [6 ]
Datto, Mike [7 ]
Roszik, Jason [8 ]
Ling, Shiyun [1 ]
Ravikumar, Visweswaran [1 ]
Manyam, Ganiraju [1 ]
Rao, Arvind [1 ]
Shelley, Simon [9 ]
Liu, Yuexin [1 ]
Ju, Zhenlin [1 ]
Hansel, Donna [10 ]
de Velasco, Guillermo [11 ,12 ]
Pennathur, Arjun [13 ,14 ]
Andersen, Jesper B. [15 ]
O'Rourke, Colm J. [15 ]
Ohshiro, Kazufumi [2 ]
Jogunoori, Wilma [2 ,16 ]
Bao-Ngoc Nguyen [2 ]
Li, Shulin [17 ]
Osmanbeyoglu, Hatice U. [18 ]
Ajani, Jaffer A. [19 ]
Mani, Sendurai A. [6 ]
Houseman, Andres [20 ]
Wiznerowicz, Maciej [21 ,22 ,23 ]
Chen, Jian [24 ]
Gu, Shoujun [2 ]
Ma, Wencai [1 ]
Zhang, Jiexin [1 ]
Tong, Pan [1 ]
Cherniack, Andrew D. [3 ,4 ]
Deng, Chuxia [2 ,25 ]
Resar, Linda [26 ]
Weinstein, John N. [1 ,27 ]
Mishra, Lopa [2 ,16 ]
Akbani, Rehan [1 ]
机构
[1] MD Anderson Canc Ctr, Dept Bioinformat & Computat Biol, Houston, TX 77030 USA
[2] George Washington Univ, Dept Surg, Ctr Translat Med, Washington, DC 20037 USA
[3] MIT, Eli & Edythe L Broad Inst, Canc Program, Cambridge, MA 02142 USA
[4] Harvard Univ, Cambridge, MA 02142 USA
[5] BC Canc Agcy, Canadas Michael Smith Genome Sci Ctr, Vancouver, BC V5Z 4S6, Canada
[6] Univ Texas MD Anderson Canc Ctr, Dept Translat Mol Pathol, Houston, TX 77030 USA
[7] Duke Sch Med Durham, Dept Pathol, Durham, NC 27710 USA
[8] MD Anderson Canc Ctr, Dept Melanoma Med Oncol & Genom Med, Houston, TX 77030 USA
[9] Univ Wisconsin, Sch Med & Publ Hlth, Dept Med, Madison, WI 53726 USA
[10] Univ Calif San Diego, Dept Pathol, La Jolla, CA 92093 USA
[11] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
[12] Univ Hosp 12 Octubre, Dept Med Oncol, Madrid 28041, Spain
[13] Univ Pittsburgh, Sch Med, Dept Cardiothorac Surg, Pittsburgh, PA 15213 USA
[14] Univ Pittsburgh, Med Ctr, Pittsburgh, PA 15213 USA
[15] Univ Copenhagen, Dept Hlth & Med Sci, Biotech Res & Innovat Ctr, Ole Maaloes Vej 5, DK-2200 Copenhagen, Denmark
[16] Vet Affairs Med Ctr, Inst Clin Res, Washington, DC 20422 USA
[17] Univ Texas MD Anderson Canc Ctr, Dept Pediat, Houston, TX 77030 USA
[18] Mem Sloan Kettering Canc Ctr, Computat & Syst Biol Program, 1275 York Ave, New York, NY 10021 USA
[19] Univ Texas MD Anderson Canc Ctr, Dept Med Oncol, Houston, TX 77030 USA
[20] Oregon State Univ, Coll Publ Hlth & Human Sci, Corvallis, OR 97331 USA
[21] Poznan Univ Med Sci, PL-61701 Poznan, Poland
[22] Greater Poland Canc Ctr, PL-61866 Poznan, Poland
[23] Int Inst Mol Oncol, PL-60203 Poznan, Poland
[24] Univ Texas MD Anderson Canc Ctr, Dept Gastroenterol Hepatol & Nutr, Houston, TX 77030 USA
[25] Univ Macau, Fac Hlth Sci, Macau, Macau, Peoples R China
[26] Johns Hopkins Univ, Sch Med, Div Hematol Oncol & Pathol, Dept Med, Baltimore, MD 21205 USA
[27] MD Anderson Canc Ctr, Dept Syst Biol, Houston, TX 77030 USA
关键词
TUMOR SUPPRESSION; MUTATIONS; GENERATION; MECHANISM; PATTERNS; SEARCH; ARRAY; HMGA2;
D O I
10.1016/j.cels.2018.08.010
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
We present an integromic analysis of gene alterations that modulate transforming growth factor beta (TGF-beta)Smad-mediated signaling in 9,125 tumor samples across 33 cancer types in The Cancer Genome Atlas (TCGA). Focusing on genes that encode mediators and regulators of TGF-beta signaling, we found at least one genomic alteration (mutation, homozygous deletion, or amplification) in 39% of samples, with highest frequencies in gastrointestinal cancers. We identified mutation hotspots in genes that encode TGF-beta ligands (BMP5), receptors (TGFBR2, AVCR2A, and BMPR2), and Smads (SMAD2 and SMAD4). Alterations in the TGF-beta superfamily correlated positively with expression of metastasis-associated genes and with decreased survival. Correlation analyses showed the contributions of mutation, amplification, deletion, DNA methylation, and miRNA expression to transcriptional activity of TGF-beta signaling in each cancer type. This study provides a broad molecular perspective relevant for future functional and therapeutic studies of the diverse cancer pathways mediated by the TGF-beta superfamily.
引用
收藏
页码:422 / +
页数:23
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