Making sense of cancer genomic data

被引:223
作者
Chin, Lynda [1 ,2 ,3 ]
Hahn, William C. [1 ,2 ,3 ]
Getz, Gad [2 ,3 ]
Meyerson, Matthew [1 ,2 ,3 ]
机构
[1] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
[2] Broad Inst Harvard, Cambridge, MA 02142 USA
[3] MIT, Cambridge, MA 02142 USA
关键词
ARRAY CGH DATA; CONSENSUS CODING SEQUENCES; LINEAGE-SURVIVAL ONCOGENE; GROWTH-FACTOR RECEPTOR; TYROSINE KINASE JAK2; CELL LUNG-CANCER; GENE-EXPRESSION; COPY-NUMBER; HUMAN BREAST; SOMATIC MUTATIONS;
D O I
10.1101/gad.2017311
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
High-throughput tools for nucleic acid characterization now provide the means to conduct comprehensive analyses of all somatic alterations in the cancer genomes. Both large-scale and focused efforts have identified new targets of translational potential. The deluge of information that emerges from these genome-scale investigations has stimulated a parallel development of new analytical frameworks and tools. The complexity of somatic genomic alterations in cancer genomes also requires the development of robust methods for the interrogation of the function of genes identified by these genomics efforts. Here we provide an overview of the current state of cancer genomics, appraise the current portals and tools for accessing and analyzing cancer genomic data, and discuss emerging approaches to exploring the functions of somatically altered genes in cancer.
引用
收藏
页码:534 / 555
页数:22
相关论文
共 224 条
[41]   Unsupervised segmentation of continuous genomic data [J].
Day, Nathan ;
Hemmaplardh, Andrew ;
Thurman, Robert E. ;
Stamatoyannopoulos, John A. ;
Noble, William S. .
BIOINFORMATICS, 2007, 23 (11) :1424-1426
[42]   Analysis of next-generation genomic data in cancer: accomplishments and challenges [J].
Ding, Li ;
Wendl, Michael C. ;
Koboldt, Daniel C. ;
Mardis, Elaine R. .
HUMAN MOLECULAR GENETICS, 2010, 19 :R188-R196
[43]   Genome remodelling in a basal-like breast cancer metastasis and xenograft [J].
Ding, Li ;
Ellis, Matthew J. ;
Li, Shunqiang ;
Larson, David E. ;
Chen, Ken ;
Wallis, Johnw. ;
Harris, Christopher C. ;
McLellan, Michael D. ;
Fulton, Robert S. ;
Fulton, Lucinda L. ;
Abbott, Rachel M. ;
Hoog, Jeremy ;
Dooling, David J. ;
Koboldt, Daniel C. ;
Schmidt, Heather ;
Kalicki, Joelle ;
Zhang, Qunyuan ;
Chen, Lei ;
Lin, Ling ;
Wendl, Michael C. ;
McMichael, Joshua F. ;
Magrini, Vincent J. ;
Cook, Lisa ;
McGrath, Sean D. ;
Vickery, Tammi L. ;
Appelbaum, Elizabeth ;
DeSchryver, Katherine ;
Davies, Sherri ;
Guintoli, Therese ;
Lin, Li ;
Crowder, Robert ;
Tao, Yu ;
Snider, Jacqueline E. ;
Smith, Scott M. ;
Dukes, Adam F. ;
Sanderson, Gabriel E. ;
Pohl, Craig S. ;
Delehaunty, Kim D. ;
Fronick, Catrina C. ;
Pape, Kimberley A. ;
Reed, Jerry S. ;
Robinson, Jody S. ;
Hodges, Jennifer S. ;
Schierding, William ;
Dees, Nathan D. ;
Shen, Dong ;
Locke, Devin P. ;
Wiechert, Madeline E. ;
Eldred, James M. ;
Peck, Josh B. .
NATURE, 2010, 464 (7291) :999-1005
[44]  
Dobbin KK, 2005, CLIN CANCER RES, V11, P565
[45]   Human Genome Sequencing Using Unchained Base Reads on Self-Assembling DNA Nanoarrays [J].
Drmanac, Radoje ;
Sparks, Andrew B. ;
Callow, Matthew J. ;
Halpern, Aaron L. ;
Burns, Norman L. ;
Kermani, Bahram G. ;
Carnevali, Paolo ;
Nazarenko, Igor ;
Nilsen, Geoffrey B. ;
Yeung, George ;
Dahl, Fredrik ;
Fernandez, Andres ;
Staker, Bryan ;
Pant, Krishna P. ;
Baccash, Jonathan ;
Borcherding, Adam P. ;
Brownley, Anushka ;
Cedeno, Ryan ;
Chen, Linsu ;
Chernikoff, Dan ;
Cheung, Alex ;
Chirita, Razvan ;
Curson, Benjamin ;
Ebert, Jessica C. ;
Hacker, Coleen R. ;
Hartlage, Robert ;
Hauser, Brian ;
Huang, Steve ;
Jiang, Yuan ;
Karpinchyk, Vitali ;
Koenig, Mark ;
Kong, Calvin ;
Landers, Tom ;
Le, Catherine ;
Liu, Jia ;
McBride, Celeste E. ;
Morenzoni, Matt ;
Morey, Robert E. ;
Mutch, Karl ;
Perazich, Helena ;
Perry, Kimberly ;
Peters, Brock A. ;
Peterson, Joe ;
Pethiyagoda, Charit L. ;
Pothuraju, Kaliprasad ;
Richter, Claudia ;
Rosenbaum, Abraham M. ;
Roy, Shaunak ;
Shafto, Jay ;
Sharanhovich, Uladzislau .
SCIENCE, 2010, 327 (5961) :78-81
[46]   A Modified Sleeping Beauty Transposon System That Can Be Used to Model a Wide Variety of Human Cancers in Mice [J].
Dupuy, Adam J. ;
Rogers, Laura M. ;
Kim, Jinsil ;
Nannapaneni, Kishore ;
Starr, Timothy K. ;
Liu, Pentao ;
Largaespada, David A. ;
Scheetz, Todd E. ;
Jenkins, Nancy A. ;
Copeland, Neal G. .
CANCER RESEARCH, 2009, 69 (20) :8150-8156
[47]   Drug-sensitive FGFR2 mutations in endometrial carcinoma [J].
Dutt, Amit ;
Salvesen, Helga B. ;
Chent, Tzu-Hsiu ;
Ramos, Alex H. ;
Onofrio, Robert C. ;
Hatton, Charlie ;
Nicoletti, Richard ;
Winckler, Wendy ;
Grewal, Rupinder ;
Hanna, Megan ;
Wyhs, Nicolas ;
Ziaugra, Liuda ;
Richter, Daniel J. ;
Trovik, Jone ;
Engelsen, Ingeborg B. ;
Stefansson, Ingunn M. ;
Fennell, Tim ;
Cibulskis, Kristian ;
Zody, Michael C. ;
Akslen, Lars A. ;
Gabriel, Stacey ;
Wong, Kwok-Kin ;
Sellers, William R. ;
Meyerson, Matthew ;
Greulich, Heidi .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (25) :8713-8717
[48]   GOrilla: a tool for discovery and visualization of enriched GO terms in ranked gene lists [J].
Eden, Eran ;
Navon, Roy ;
Steinfeld, Israel ;
Lipson, Doron ;
Yakhini, Zohar .
BMC BIOINFORMATICS, 2009, 10
[49]   Gene Expression Omnibus: NCBI gene expression and hybridization array data repository [J].
Edgar, R ;
Domrachev, M ;
Lash, AE .
NUCLEIC ACIDS RESEARCH, 2002, 30 (01) :207-210
[50]   Cluster analysis and display of genome-wide expression patterns [J].
Eisen, MB ;
Spellman, PT ;
Brown, PO ;
Botstein, D .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (25) :14863-14868