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Originally published in Science Express on 7 September 2006
Science 13 October 2006:
Vol. 314. no. 5797, pp. 268 - 274
DOI: 10.1126/science.1133427

Research Articles

The Consensus Coding Sequences of Human Breast and Colorectal Cancers

Tobias Sjöblom,1* Siân Jones,1* Laura D. Wood,1* D. Williams Parsons,1* Jimmy Lin,1 Thomas D. Barber,1{dagger} Diana Mandelker,1 Rebecca J. Leary,1 Janine Ptak,1 Natalie Silliman,1 Steve Szabo,1 Phillip Buckhaults,2 Christopher Farrell,2 Paul Meeh,2 Sanford D. Markowitz,3 Joseph Willis,4 Dawn Dawson,4 James K. V. Willson,5 Adi F. Gazdar,6 James Hartigan,7 Leo Wu,8 Changsheng Liu,8 Giovanni Parmigiani,9 Ben Ho Park,10 Kurtis E. Bachman,11 Nickolas Papadopoulos,1 Bert Vogelstein,1{ddagger} Kenneth W. Kinzler,1{ddagger} Victor E. Velculescu1{ddagger}

The elucidation of the human genome sequence has made it possible to identify genetic alterations in cancers in unprecedented detail. To begin a systematic analysis of such alterations, we determined the sequence of well-annotated human protein-coding genes in two common tumor types. Analysis of 13,023 genes in 11 breast and 11 colorectal cancers revealed that individual tumors accumulate an average of ~90 mutant genes but that only a subset of these contribute to the neoplastic process. Using stringent criteria to delineate this subset, we identified 189 genes (average of 11 per tumor) that were mutated at significant frequency. The vast majority of these genes were not known to be genetically altered in tumors and are predicted to affect a wide range of cellular functions, including transcription, adhesion, and invasion. These data define the genetic landscape of two human cancer types, provide new targets for diagnostic and therapeutic intervention, and open fertile avenues for basic research in tumor biology.

1 Ludwig Center and Howard Hughes Medical Institute, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21231, USA.
2 Department of Pathology and Microbiology, Center for Colon Cancer Research, and South Carolina Cancer Center, Division of Basic Research, University of South Carolina School of Medicine, Columbia, SC 29229, USA.
3 Department of Medicine, Ireland Cancer Center, and Howard Hughes Medical Institute, Case Western Reserve University and University Hospitals of Cleveland, Cleveland, OH 44106, USA.
4 Department of Pathology and Ireland Cancer Center, Case Western Reserve University and University Hospitals of Cleveland, Cleveland, OH 44106, USA.
5 Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
6 Hamon Center for Therapeutic Oncology Research and Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
7 Agencourt Bioscience Corporation, Beverly, MA 01915, USA.
8 Soft Genetics LLC, State College, PA 16803, USA.
9 Departments of Oncology, Biostatistics, and Pathology, Johns Hopkins Medical Institutions, Baltimore, MD 21205, USA.
10 Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21231, USA.
11 Department of Radiation Oncology and Department of Biochemistry and Molecular Biology, Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, MD 21201, USA.

* These authors contributed equally to this work.

{dagger} Present address: Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, IN 46285, USA.

{ddagger} To whom correspondence should be addressed. E-mail: vogelbe{at}jhmi.edu (B.V.); kinzlke{at}jhmi.edu (K.W.K.); velculescu{at}jhmi.edu (V.E.V.)

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Gene Study Reveals New Cancer-Related Mutations


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DNA bar coding and pyrosequencing to analyze adverse events in therapeutic gene transfer.
G. P. Wang, A. Garrigue, A. Ciuffi, K. Ronen, J. Leipzig, C. Berry, C. Lagresle-Peyrou, F. Benjelloun, S. Hacein-Bey-Abina, A. Fischer, et al. (2008)
Nucleic Acids Res. 36, e49
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Oncogene Addiction.
I. B. Weinstein, A. Joe, and D. Felsher (2008)
Cancer Res. 68, 3077-3080
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Scanning the human genome at kilobase resolution.
J. Chen, Y. C. Kim, Y.-C. Jung, Z. Xuan, G. Dworkin, Y. Zhang, M. Q. Zhang, and S. M. Wang (2008)
Genome Res. 18, 751-762
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The rexinoid LG100268 and the synthetic triterpenoid CDDO-methyl amide are more potent than erlotinib for prevention of mouse lung carcinogenesis.
K. Liby, C. C. Black, D. B. Royce, C. R. Williams, R. Risingsong, M. M. Yore, X. Liu, T. Honda, G. W. Gribble, W. W. Lamph, et al. (2008)
Mol. Cancer Ther. 7, 1251-1257
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High-throughput sequence analysis of the tyrosine kinome in acute myeloid leukemia.
M. M. Loriaux, R. L. Levine, J. W. Tyner, S. Frohling, C. Scholl, E. P. Stoffregen, G. Wernig, H. Erickson, C. A. Eide, R. Berger, et al. (2008)
Blood 111, 4788-4796
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Somatic mutations and germline sequence variants in the expressed tyrosine kinase genes of patients with de novo acute myeloid leukemia.
M. H. Tomasson, Z. Xiang, R. Walgren, Y. Zhao, Y. Kasai, T. Miner, R. E. Ries, O. Lubman, D. H. Fremont, M. D. McLellan, et al. (2008)
Blood 111, 4797-4808
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Mutations in the neutral sphingomyelinase gene SMPD3 implicate the ceramide pathway in human leukemias.
W. J. Kim, R. A. Okimoto, L. E. Purton, M. Goodwin, S. M. Haserlat, F. Dayyani, D. A. Sweetser, A. I. McClatchey, O. A. Bernard, A. T. Look, et al. (2008)
Blood 111, 4716-4722
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The Quest for the 1p36 Tumor Suppressor.
A. Bagchi and A. A. Mills (2008)
Cancer Res. 68, 2551-2556
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A Role for TAZ in Migration, Invasion, and Tumorigenesis of Breast Cancer Cells.
S. W. Chan, C. J. Lim, K. Guo, C. P. Ng, I. Lee, W. Hunziker, Q. Zeng, and W. Hong (2008)
Cancer Res. 68, 2592-2598
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Genome-Wide Promoter Analysis Uncovers Portions of the Cancer Methylome.
M. O. Hoque, M. S. Kim, K. L. Ostrow, J. Liu, G. B. A. Wisman, H. L. Park, M. L. Poeta, C. Jeronimo, R. Henrique, A. Lendvai, et al. (2008)
Cancer Res. 68, 2661-2670
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Coordinated Epidermal Growth Factor Receptor Pathway Gene Overexpression Predicts Epidermal Growth Factor Receptor Inhibitor Sensitivity in Pancreatic Cancer.
A. Jimeno, A. C. Tan, J. Coffa, N.V. Rajeshkumar, P. Kulesza, B. Rubio-Viqueira, J. Wheelhouse, B. Diosdado, W. A. Messersmith, C. Iacobuzio-Donahue, et al. (2008)
Cancer Res. 68, 2841-2849
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Identification of p18INK4c as a Tumor Suppressor Gene in Glioblastoma Multiforme.
D. A. Solomon, J.-S. Kim, S. Jenkins, H. Ressom, M. Huang, N. Coppa, L. Mabanta, D. Bigner, H. Yan, W. Jean, et al. (2008)
Cancer Res. 68, 2564-2569
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Eph, a Protein Family Coming of Age: More Confusion, Insight, or Complexity?.
M. Lackmann and A. W. Boyd (2008)
Science Signaling 1, re2
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Integrative Approaches to Identify and Validate Kinase Oncogenes.
W. C Hahn (2008)
Am. Assoc. Cancer Res. Educ. Book 2008, 281-284
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Evidence for Editing of Human Papillomavirus DNA by APOBEC3 in Benign and Precancerous Lesions.
J.-P. Vartanian, D. Guetard, M. Henry, and S. Wain-Hobson (2008)
Science 320, 230-233
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Single-Molecule DNA Sequencing of a Viral Genome.
T. D. Harris, P. R. Buzby, H. Babcock, E. Beer, J. Bowers, I. Braslavsky, M. Causey, J. Colonell, J. DiMeo, J. W. Efcavitch, et al. (2008)
Science 320, 106-109
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Comparative lesion sequencing provides insights into tumor evolution.
S. Jones, W.-d. Chen, G. Parmigiani, F. Diehl, N. Beerenwinkel, T. Antal, A. Traulsen, M. A. Nowak, C. Siegel, V. E. Velculescu, et al. (2008)
PNAS 105, 4283-4288
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Promoter Methylation of Genes in and around the Candidate Lung Cancer Susceptibility Locus 6q23-25.
M. Tessema, R. Willink, K. Do, Y. Y. Yu, W. Yu, E. O. Machida, M. Brock, L. Van Neste, C. A. Stidley, S. B. Baylin, et al. (2008)
Cancer Res. 68, 1707-1714
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Chromatid cohesion defects may underlie chromosome instability in human colorectal cancers.
T. D. Barber, K. McManus, K. W. Y. Yuen, M. Reis, G. Parmigiani, D. Shen, I. Barrett, Y. Nouhi, F. Spencer, S. Markowitz, et al. (2008)
PNAS 105, 3443-3448
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Transcriptome sequencing of malignant pleural mesothelioma tumors.
D. J. Sugarbaker, W. G. Richards, G. J. Gordon, L. Dong, A. De Rienzo, G. Maulik, J. N. Glickman, L. R. Chirieac, M.-L. Hartman, B. E. Taillon, et al. (2008)
PNAS 105, 3521-3526
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Clonal Selection in Malignant Transformation of Human Fibroblasts Transduced with Defined Cellular Oncogenes.
A. M. Mahale, Z. A.T. Khan, M. Igarashi, G. J. Nanjangud, R. F. Qiao, S. Yao, S. W. Lee, and S. A. Aaronson (2008)
Cancer Res. 68, 1417-1426
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Epigenetic inactivation of protein kinase D1 in gastric cancer and its role in gastric cancer cell migration and invasion.
M. Kim, H.-R. Jang, J.-H. Kim, S.-M. Noh, K.-S. Song, J.-S. Cho, H.-Y. Jeong, J. C. Norman, P. T. Caswell, G. H. Kang, et al. (2008)
Carcinogenesis 29, 629-637
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