Large-scale analysis of chromosomal aberrations in cancer karyotypes reveals two distinct paths to aneuploidy

被引:44
作者
Ozery-Flato, Michal [1 ,2 ]
Linhart, Chaim [1 ]
Trakhtenbrot, Luba [3 ,4 ]
Izraeli, Shai [3 ,5 ,6 ]
Shamir, Ron [1 ]
机构
[1] Tel Aviv Univ, Blavatnik Sch Comp Sci, IL-69978 Tel Aviv, Israel
[2] IBM Haifa Res Lab, Machine Learning & Data Min Grp, IL-31905 Haifa, Israel
[3] Sheba Med Ctr, Chaim Sheba Canc Res Ctr, IL-52620 Ramat Gan, Israel
[4] Sheba Med Ctr, Inst Hematol, IL-52620 Ramat Gan, Israel
[5] Sheba Med Ctr, Edmond & Lily Safra Childrens Hosp, Dept Pediat Hematooncol, IL-52620 Ramat Gan, Israel
[6] Tel Aviv Univ, Sackler Sch Med, IL-69978 Tel Aviv, Israel
基金
以色列科学基金会;
关键词
TREE MODELS; MULTIPLE-MYELOMA; GENE FUSIONS; ONCOGENESIS; CELLS; YEAST; IDENTIFICATION; GENOME;
D O I
10.1186/gb-2011-12-6-r61
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Chromosomal aneuploidy, that is to say the gain or loss of chromosomes, is the most common abnormality in cancer. While certain aberrations, most commonly translocations, are known to be strongly associated with specific cancers and contribute to their formation, most aberrations appear to be non-specific and arbitrary, and do not have a clear effect. The understanding of chromosomal aneuploidy and its role in tumorigenesis is a fundamental open problem in cancer biology. Results: We report on a systematic study of the characteristics of chromosomal aberrations in cancers, using over 15,000 karyotypes and 62 cancer classes in the Mitelman Database. Remarkably, we discovered a very high co-occurrence rate of chromosome gains with other chromosome gains, and of losses with losses. Gains and losses rarely show significant co-occurrence. This finding was consistent across cancer classes and was confirmed on an independent comparative genomic hybridization dataset of cancer samples. The results of our analysis are available for further investigation via an accompanying website. Conclusions: The broad generality and the intricate characteristics of the dichotomy of aneuploidy, ranging across numerous tumor classes, are revealed here rigorously for the first time using statistical analyses of large-scale datasets. Our finding suggests that aneuploid cancer cells may use extra chromosome gain or loss events to restore a balance in their altered protein ratios, needed for maintaining their cellular fitness.
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页数:12
相关论文
共 40 条
[1]  
[Anonymous], MITELMAN DATABASE CH
[2]  
[Anonymous], FREQUENCY GENOME REA
[3]   Genomic mechanisms and measurement of structural and numerical instability in cancer cells [J].
Bayani, Jane ;
Selvarajah, Shamini ;
Maire, Georges ;
Vukovic, Bisera ;
Al-Romaih, Khaldoun ;
Zielenska, Maria ;
Squire, Jeremy A. .
SEMINARS IN CANCER BIOLOGY, 2007, 17 (01) :5-18
[4]   Assessing the significance of chromosomal aberrations in cancer: Methodology and application to glioma [J].
Beroukhim, Rameen ;
Getz, Gad ;
Nghiemphu, Leia ;
Barretina, Jordi ;
Hsueh, Teli ;
Linhart, David ;
Vivanco, Igor ;
Lee, Jeffrey C. ;
Huang, Julie H. ;
Alexander, Sethu ;
Du, Jinyan ;
Kau, Tweeny ;
Thomas, Roman K. ;
Shah, Kinial ;
Soto, Horacio ;
Perner, Sven ;
Prensner, John ;
Debiasi, Ralph M. ;
Demichelis, Francesca ;
Hatton, Charlie ;
Rubin, Mark A. ;
Garraway, Levi A. ;
Nelson, Stan F. ;
Liau, Linda ;
Mischel, Paul S. ;
Cloughesy, Tim F. ;
Meyerson, Matthew ;
Golub, Todd A. ;
Lander, Eric S. ;
Mellinghoff, Ingo K. ;
Sellers, William R. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (50) :20007-20012
[5]   The landscape of somatic copy-number alteration across human cancers [J].
Beroukhim, Rameen ;
Mermel, Craig H. ;
Porter, Dale ;
Wei, Guo ;
Raychaudhuri, Soumya ;
Donovan, Jerry ;
Barretina, Jordi ;
Boehm, Jesse S. ;
Dobson, Jennifer ;
Urashima, Mitsuyoshi ;
Mc Henry, Kevin T. ;
Pinchback, Reid M. ;
Ligon, Azra H. ;
Cho, Yoon-Jae ;
Haery, Leila ;
Greulich, Heidi ;
Reich, Michael ;
Winckler, Wendy ;
Lawrence, Michael S. ;
Weir, Barbara A. ;
Tanaka, Kumiko E. ;
Chiang, Derek Y. ;
Bass, Adam J. ;
Loo, Alice ;
Hoffman, Carter ;
Prensner, John ;
Liefeld, Ted ;
Gao, Qing ;
Yecies, Derek ;
Signoretti, Sabina ;
Maher, Elizabeth ;
Kaye, Frederic J. ;
Sasaki, Hidefumi ;
Tepper, Joel E. ;
Fletcher, Jonathan A. ;
Tabernero, Josep ;
Baselga, Jose ;
Tsao, Ming-Sound ;
Demichelis, Francesca ;
Rubin, Mark A. ;
Janne, Pasi A. ;
Daly, Mark J. ;
Nucera, Carmelo ;
Levine, Ross L. ;
Ebert, Benjamin L. ;
Gabriel, Stacey ;
Rustgi, Anil K. ;
Antonescu, Cristina R. ;
Ladanyi, Marc ;
Letai, Anthony .
NATURE, 2010, 463 (7283) :899-905
[6]   Signatures of mutation and selection in the cancer genome [J].
Bignell, Graham R. ;
Greenman, Chris D. ;
Davies, Helen ;
Butler, Adam P. ;
Edkins, Sarah ;
Andrews, Jenny M. ;
Buck, Gemma ;
Chen, Lina ;
Beare, David ;
Latimer, Calli ;
Widaa, Sara ;
Hinton, Jonathon ;
Fahey, Ciara ;
Fu, Beiyuan ;
Swamy, Sajani ;
Dalgliesh, Gillian L. ;
Teh, Bin T. ;
Deloukas, Panos ;
Yang, Fengtang ;
Campbell, Peter J. ;
Futreal, P. Andrew ;
Stratton, Michael R. .
NATURE, 2010, 463 (7283) :893-U61
[7]   A validated FISH trisony index demonstrates the hyperdiploid and nonhyperdiploid dichotomy in MGUS [J].
Chng, WJ ;
Van Wier, SA ;
Ahmann, GJ ;
Winkler, JM ;
Jalal, SM ;
Bergsagel, PL ;
Chesi, M ;
Trendle, MC ;
Oken, MM ;
Blood, E ;
Henderson, K ;
Santana-Dávila, R ;
Kyle, RA ;
Gertz, MA ;
Lacy, MQ ;
Dispenzieri, A ;
Greipp, PR ;
Fonseca, R .
BLOOD, 2005, 106 (06) :2156-2161
[8]   Inferring tree models for oncogenesis from comparative genome hybridization data [J].
Desper, R ;
Jiang, F ;
Kallioniemi, OP ;
Moch, H ;
Papadimitriou, CH ;
Schäffer, AA .
JOURNAL OF COMPUTATIONAL BIOLOGY, 1999, 6 (01) :37-51
[9]   Distance-based reconstruction of tree models for oncogenesis [J].
Desper, R ;
Jiang, F ;
Kallioniemi, OP ;
Moch, H ;
Papadimitriou, CH ;
Schäffer, AA .
JOURNAL OF COMPUTATIONAL BIOLOGY, 2000, 7 (06) :789-803
[10]   A GENETIC MODEL FOR COLORECTAL TUMORIGENESIS [J].
FEARON, ER ;
VOGELSTEIN, B .
CELL, 1990, 61 (05) :759-767