Note to users. If you're seeing this message, it means that your browser cannot find this page's style/presentation instructions -- or possibly that you are using a browser that does not support current Web standards. Find out more about why this message is appearing, and what you can do to make your experience of our site the best it can be.
University of Rostock

Site Tools

  • AAAS
  • Subscribe
  • Feedback

Site Search

Search Advanced

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.)

Read the Full Text

Find additional patient-related information at:

Gene Study Reveals New Cancer-Related Mutations


THIS ARTICLE HAS BEEN CITED BY OTHER ARTICLES:
Prioritization of candidate cancer genes--an aid to oncogenomic studies.
S. J. Furney, B. Calvo, P. Larranaga, J. A. Lozano, and N. Lopez-Bigas (2008)
Nucleic Acids Res.
   Abstract »    Full Text »    PDF »
A Novel Acetylenic Tricyclic bis-(Cyano Enone) Potently Induces Phase 2 Cytoprotective Pathways and Blocks Liver Carcinogenesis Induced by Aflatoxin.
K. Liby, M. M. Yore, B. D. Roebuck, K. J. Baumgartner, T. Honda, C. Sundararajan, H. Yoshizawa, G. W. Gribble, C. R. Williams, R. Risingsong, et al. (2008)
Cancer Res. 68, 6727-6733
   Abstract »    Full Text »    PDF »
Gain and loss of phosphorylation sites in human cancer.
P. Radivojac, P. H. Baenziger, M. G. Kann, M. E. Mort, M. W. Hahn, and S. D. Mooney (2008)
Bioinformatics 24, i241-i247
   Abstract »    PDF »
An Integrative Genomic and Proteomic Analysis of PIK3CA, PTEN, and AKT Mutations in Breast Cancer.
K. Stemke-Hale, A. M. Gonzalez-Angulo, A. Lluch, R. M. Neve, W.-L. Kuo, M. Davies, M. Carey, Z. Hu, Y. Guan, A. Sahin, et al. (2008)
Cancer Res. 68, 6084-6091
   Abstract »    Full Text »    PDF »
Tilting at Quixotic Trait Loci (QTL): An Evolutionary Perspective on Genetic Causation.
K. M. Weiss (2008)
Genetics 179, 1741-1756
   Abstract »    Full Text »    PDF »
Elevated protein tyrosine phosphatase activity provokes Eph/ephrin-facilitated adhesion of pre-B leukemia cells.
S. H. Wimmer-Kleikamp, E. Nievergall, K. Gegenbauer, S. Adikari, M. Mansour, T. Yeadon, A. W. Boyd, N. R. Patani, and M. Lackmann (2008)
Blood 112, 721-732
   Abstract »    Full Text »    PDF »
Cell Competition and Its Possible Relation to Cancer.
N. E. Baker and W. Li (2008)
Cancer Res. 68, 5505-5507
   Abstract »    Full Text »    PDF »
A genome-wide RNAi screen for Wnt/{beta}-catenin pathway components identifies unexpected roles for TCF transcription factors in cancer.
W. Tang, M. Dodge, D. Gundapaneni, C. Michnoff, M. Roth, and L. Lum (2008)
PNAS 105, 9697-9702
   Abstract »    Full Text »    PDF »
A Syngeneic Variance Library for Functional Annotation of Human Variation: Application to BRCA2.
T. Hucl, C. Rago, E. Gallmeier, J. R. Brody, M. Gorospe, and S. E. Kern (2008)
Cancer Res. 68, 5023-5030
   Abstract »    Full Text »    PDF »
The complement protein properdin binds apoptotic T cells and promotes complement activation and phagocytosis.
C. Kemper, L. M. Mitchell, L. Zhang, and D. E. Hourcade (2008)
PNAS 105, 9023-9028
   Abstract »    Full Text »    PDF »
Epigenetic Signatures of Familial Cancer Are Characteristic of Tumor Type and Family Category.
E. I. Joensuu, W. M. Abdel-Rahman, M. Ollikainen, S. Ruosaari, S. Knuutila, and P. Peltomaki (2008)
Cancer Res. 68, 4597-4605
   Abstract »    Full Text »    PDF »
The Previously Undescribed ZKSCAN3 (ZNF306) Is a Novel "Driver" of Colorectal Cancer Progression.
L. Yang, S. R. Hamilton, A. Sood, T. Kuwai, L. Ellis, A. Sanguino, G. Lopez-Berestein, and D. D. Boyd (2008)
Cancer Res. 68, 4321-4330
   Abstract »    Full Text »    PDF »
Defining the blueprint of the cancer genome.
V. E. Velculescu (2008)
Carcinogenesis 29, 1087-1091
   Abstract »    Full Text »    PDF »
Current and emerging therapies for metastatic colorectal cancer: Applying research findings to clinical practice.
J. R. Hecht (2008)
Am. J. Health Syst. Pharm. 65, S15-S21
   Abstract »    Full Text »    PDF »
Genetic Instability Is Not a Requirement for Tumor Development.
W. Bodmer and L. A. Loeb (2008)
Cancer Res. 68, 3558-3561
   Full Text »    PDF »
Cellular Expression Patterns of Genes Upregulated in Murine and Human Colonic Neoplasms.
X. Chen, W. M. Ehrhardt, R. B. Halberg, B. J. Aronow, and W. F. Dove (2008)
J. Histochem. Cytochem. 56, 433-441
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
Oncogene Addiction.
I. B. Weinstein, A. Joe, and D. Felsher (2008)
Cancer Res. 68, 3077-3080
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
The Quest for the 1p36 Tumor Suppressor.
A. Bagchi and A. A. Mills (2008)
Cancer Res. 68, 2551-2556
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
Eph, a Protein Family Coming of Age: More Confusion, Insight, or Complexity?.
M. Lackmann and A. W. Boyd (2008)
Science Signaling 1, re2
   Abstract »    Full Text »    PDF »
Integrative Approaches to Identify and Validate Kinase Oncogenes.
W. C Hahn (2008)
Am. Assoc. Cancer Res. Educ. Book 2008, 281-284
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
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
   Abstract »    Full Text »    PDF »
Commentary: Novel Therapies for Cancer: Why Dirty Might Be Better.
T. Fojo (2008)
Oncologist 13, 277-283
   Full Text »    PDF »
Immunologic and clinical effects of antibody blockade of cytotoxic T lymphocyte-associated antigen 4 in previously vaccinated cancer patients.
F. S. Hodi, M. Butler, D. A. Oble, M. V. Seiden, F. G. Haluska, A. Kruse, S. MacRae, M. Nelson, C. Canning, I. Lowy, et al. (2008)
PNAS 105, 3005-3010
   Abstract »    Full Text »    PDF »
Promoter Hypermethylation of the PALB2 Susceptibility Gene in Inherited and Sporadic Breast and Ovarian Cancer.
A. Potapova, A. M. Hoffman, A. K. Godwin, T. Al-Saleem, and P. Cairns (2008)
Cancer Res. 68, 998-1002
   Abstract »    Full Text »    PDF »
RNAi screening of the tyrosine kinome identifies therapeutic targets in acute myeloid leukemia.
J. W. Tyner, D. K. Walters, S. G. Willis, M. Luttropp, J. Oost, M. Loriaux, H. Erickson, A. S. Corbin, T. O'Hare, M. C. Heinrich, et al. (2008)
Blood 111, 2238-2245
   Abstract »    Full Text »    PDF »
Epitope Landscape in Breast and Colorectal Cancer.
N. H. Segal, D. W. Parsons, K. S. Peggs, V. Velculescu, K. W. Kinzler, B. Vogelstein, and J. P. Allison (2008)
Cancer Res. 68, 889-892
   Abstract »    Full Text »    PDF »
Myeloid Translocation Gene Family Members Associate with T-Cell Factors (TCFs) and Influence TCF-Dependent Transcription.
A. C. Moore, J. M. Amann, C. S. Williams, E. Tahinci, T. E. Farmer, J. A. Martinez, G. Yang, K. S. Luce, E. Lee, and S. W. Hiebert (2008)
Mol. Cell. Biol. 28, 977-987
   Abstract »    Full Text »    PDF »
Cancer Proliferation Gene Discovery Through Functional Genomics.
M. R. Schlabach, J. Luo, N. L. Solimini, G. Hu, Q. Xu, M. Z. Li, Z. Zhao, A. Smogorzewska, M. E. Sowa, X. L. Ang, et al. (2008)
Science 319, 620-624
   Abstract »    Full Text »    PDF »
PP2A Regulates HDAC4 Nuclear Import.
G. Paroni, N. Cernotta, C. Dello Russo, P. Gallinari, M. Pallaoro, C. Foti, F. Talamo, L. Orsatti, C. Steinkuhler, and C. Brancolini (2008)
Mol. Biol. Cell 19, 655-667
   Abstract »    Full Text »    PDF »
Tamoxifen-stimulated growth of breast cancer due to p21 loss.
A. M. Abukhdeir, M. I. Vitolo, P. Argani, A. M. De Marzo, B. Karakas, H. Konishi, J. P. Gustin, J. Lauring, J. P. Garay, C. Pendleton, et al. (2008)
PNAS 105, 288-293
   Abstract »    Full Text »    PDF »
A Critical Role for Rac1 in Tumor Progression of Human Colorectal Adenocarcinoma Cells.
C. Espina, M. V. Cespedes, M. A. Garcia-Cabezas, M. T. G. del Pulgar, A. Boluda, L. G. Oroz, P. Cejas, M. Nistal, R. Mangues, and J. C. Lacal (2008)
Am. J. Pathol. 172, 156-166
   Abstract »    Full Text »    PDF »
Assessing the significance of chromosomal aberrations in cancer: Methodology and application to glioma.
R. Beroukhim, G. Getz, L. Nghiemphu, J. Barretina, T. Hsueh, D. Linhart, I. Vivanco, J. C. Lee, J. H. Huang, S. Alexander, et al. (2007)
PNAS 104, 20007-20012
   Abstract »    Full Text »    PDF »
Can We Understand the Clinical Biology of Gastric Cancer and Exploit it? May be, but It is a Challenge!.
J. A. Ajani (2007)
Ann. Surg. Oncol. 14, 3290-3292
   Full Text »    PDF »
Reconstructing Signal Transduction Pathways: Challenges and Opportunities.
A. J. LEVINE, W. HU, Z. FENG, and G. GIL (2007)
Ann. N.Y. Acad. Sci. 1115, 32-50
   Abstract »    Full Text »    PDF »
Genetic Alterations in the Tyrosine Kinase Transcriptome of Human Cancer Cell Lines.
J. E. Ruhe, S. Streit, S. Hart, C.-H. Wong, K. Specht, P. Knyazev, T. Knyazeva, L. S. Tay, H. L. Loo, P. Foo, et al. (2007)
Cancer Res. 67, 11368-11376
   Abstract »    Full Text »    PDF »
PHA-739358, a potent inhibitor of Aurora kinases with a selective target inhibition profile relevant to cancer.
P. Carpinelli, R. Ceruti, M. L. Giorgini, P. Cappella, L. Gianellini, V. Croci, A. Degrassi, G. Texido, M. Rocchetti, P. Vianello, et al. (2007)
Mol. Cancer Ther. 6, 3158-3168
   Abstract »    Full Text »    PDF »
Identification of the Retinoic Acid Inducible Gprc5a As a New Lung Tumor Suppressor Gene.
Q. Tao, J. Fujimoto, T. Men, X. Ye, J. Deng, L. Lacroix, J. L. Clifford, L. Mao, C. S. Van Pelt, J. J. Lee, et al. (2007)
J Natl Cancer Inst 99, 1668-1682
   Abstract »    Full Text »    PDF »
The Genomic Landscapes of Human Breast and Colorectal Cancers.
L. D. Wood, D. W. Parsons, S. Jones, J. Lin, T. Sjoblom, R. J. Leary, D. Shen, S. M. Boca, T. Barber, J. Ptak, et al. (2007)
Science 318, 1108-1113
   Abstract »    Full Text »    PDF »
Common and Distinct Genomic Events in Sporadic Colorectal Cancer and Diverse Cancer Types.
E. S. Martin, G. Tonon, R. Sinha, Y. Xiao, B. Feng, A. C. Kimmelman, A. Protopopov, E. Ivanova, C. Brennan, K. Montgomery, et al. (2007)
Cancer Res. 67, 10736-10743
   Abstract »    Full Text »    PDF »
Genomic mutation consequence calculator.
J. E. Major (2007)
Bioinformatics 23, 3091-3092
   Abstract »    Full Text »    PDF »