Diverse somatic mutation patterns and pathway alterations in human cancers.

The systematic characterization of somatic mutations in cancer genomes is essential for understanding the disease and for developing targeted therapeutics. Here we report the identification of 2,576 somatic mutations across approximately 1,800 megabases of DNA representing 1,507 coding genes from 441 tumours comprising breast, lung, ovarian and prostate cancer types and subtypes. We found that mutation rates and the sets of mutated genes varied substantially across tumour types and subtypes. Statistical analysis identified 77 significantly mutated genes including protein kinases, G-protein-coupled receptors such as GRM8, BAI3, AGTRL1 (also called APLNR) and LPHN3, and other druggable targets. Integrated analysis of somatic mutations and copy number alterations identified another 35 significantly altered genes including GNAS, indicating an expanded role for galpha subunits in multiple cancer types. Furthermore, our experimental analyses demonstrate the functional roles of mutant GNAO1 (a Galpha subunit) and mutant MAP2K4 (a member of the JNK signalling pathway) in oncogenesis. Our study provides an overview of the mutational spectra across major human cancers and identifies several potential therapeutic targets.

[1]  L. Weinstein,et al.  G protein mutations in human disease. , 1993, Clinical biochemistry.

[2]  M. Skolnick,et al.  Human mitogen-activated protein kinase kinase 4 as a candidate tumor suppressor. , 1997, Cancer research.

[3]  Y. Nakamura,et al.  Cloning and characterization of BAI2 and BAI3, novel genes homologous to brain-specific angiogenesis inhibitor 1 (BAI1). , 1997, Cytogenetics and cell genetics.

[4]  Prahlad T. Ram,et al.  Stat3-mediated transformation of NIH-3T3 cells by the constitutively active Q205L Galphao protein. , 2000, Science.

[5]  S. Henikoff,et al.  Predicting deleterious amino acid substitutions. , 2001, Genome research.

[6]  M. Eizaguirre,et al.  Osteodistrofia hereditaria de Albright. Identificación de una mutación original en una familia , 2001 .

[7]  M. BastidaEizaguirre,et al.  [Albright hereditary osteodystrophy: identification of a novel mutation in a family]. , 2001 .

[8]  P. Bork,et al.  Human non-synonymous SNPs: server and survey. , 2002, Nucleic acids research.

[9]  M. Sliwkowski,et al.  An open-and-shut case? Recent insights into the activation of EGF/ErbB receptors. , 2003, Molecular cell.

[10]  P. Meltzer,et al.  Melanoma mouse model implicates metabotropic glutamate signaling in melanocytic neoplasia , 2003, Nature Genetics.

[11]  Emmanuel Barillot,et al.  Analysis of array CGH data: from signal ratio to gain and loss of DNA regions , 2004, Bioinform..

[12]  Kenneth H. Buetow,et al.  Large-scale analysis of non-synonymous coding region single nucleotide polymorphisms , 2004, Bioinform..

[13]  M. Sliwkowski,et al.  Insights into ErbB signaling from the structure of the ErbB2-pertuzumab complex. , 2004, Cancer cell.

[14]  T. Hubbard,et al.  A census of human cancer genes , 2004, Nature Reviews Cancer.

[15]  Andrew D. Yates,et al.  Athletics: Momentous sprint at the 2156 Olympics? , 2004, Nature.

[16]  J. Mazières,et al.  Expression of TTF‐1 and cytokeratins in primary and secondary epithelial lung tumours: correlation with histological type and grade , 2004, Histopathology.

[17]  Ronald W. Davis,et al.  SNP discovery in pooled samples with mismatch repair detection. , 2004, Genome research.

[18]  Amos Bairoch,et al.  Swiss-Prot: Juggling between evolution and stability , 2004, Briefings Bioinform..

[19]  A. Groyer,et al.  Disruption of MKK4 signaling reveals its tumor-suppressor role in embryonic stem cells , 2004, Oncogene.

[20]  J. Ptak,et al.  Colorectal cancer: Mutations in a signalling pathway , 2005, Nature.

[21]  Robert D. Finn,et al.  Pfam: clans, web tools and services , 2005, Nucleic Acids Res..

[22]  Á. Carracedo,et al.  A multiplex assay with 52 single nucleotide polymorphisms for human identification , 2006, Electrophoresis.

[23]  K. Kidd,et al.  Developing a SNP panel for forensic identification of individuals. , 2006, Forensic science international.

[24]  B. Peters,et al.  Highly efficient somatic-mutation identification using Escherichia coli mismatch-repair detection , 2007, Nature Methods.

[25]  Yan Zhang,et al.  CanPredict: a computational tool for predicting cancer-associated missense mutations , 2007, Nucleic Acids Res..

[26]  Alan F. Rubin,et al.  Comment on "The Consensus Coding Sequences of Human Breast and Colorectal Cancers" , 2007, Science.

[27]  E. Birney,et al.  Patterns of somatic mutation in human cancer genomes , 2007, Nature.

[28]  R. Davis,et al.  Role of mitogen-activated protein kinase kinase 4 in cancer , 2007, Oncogene.

[29]  S. Dhanasekaran,et al.  Distinct classes of chromosomal rearrangements create oncogenic ETS gene fusions in prostate cancer , 2007, Nature.

[30]  B. Peters,et al.  Distinguishing cancer-associated missense mutations from common polymorphisms. , 2007, Cancer research.

[31]  R. Tibshirani,et al.  Comment on "The Consensus Coding Sequences of Human Breast and Colorectal Cancers" , 2007, Science.

[32]  D. Busam,et al.  An Integrated Genomic Analysis of Human Glioblastoma Multiforme , 2008, Science.

[33]  Joshua M. Korn,et al.  Comprehensive genomic characterization defines human glioblastoma genes and core pathways , 2008, Nature.

[34]  S A Forbes,et al.  The Catalogue of Somatic Mutations in Cancer (COSMIC) , 2008, Current protocols in human genetics.

[35]  G. Parmigiani,et al.  Core Signaling Pathways in Human Pancreatic Cancers Revealed by Global Genomic Analyses , 2008, Science.

[36]  Brian H. Dunford-Shore,et al.  Somatic mutations affect key pathways in lung adenocarcinoma , 2008, Nature.

[37]  Ronald W. Davis,et al.  High-throughput, high-accuracy array-based resequencing , 2009, Proceedings of the National Academy of Sciences.

[38]  B. Peters,et al.  Somatic mutations in p85alpha promote tumorigenesis through class IA PI3K activation. , 2009, Cancer cell.

[39]  G. Parmigiani,et al.  Design and analysis issues in genome-wide somatic mutation studies of cancer. , 2009, Genomics.

[40]  E. Simpson,et al.  Frequent somatic mutations of GNAQ in uveal melanoma and blue nevi , 2008, Nature.

[41]  Gurpreet W. Tang,et al.  Systematic sequencing of renal carcinoma reveals inactivation of histone modifying genes , 2009, Nature.

[42]  G. Cavet,et al.  Inferring the functional effects of mutation through clusters of mutations in homologous proteins , 2010, Human mutation.