Rare, evolutionarily unlikely missense substitutions in ATM confer increased risk of breast cancer.

The susceptibility gene for ataxia telangiectasia, ATM, is also an intermediate-risk breast-cancer-susceptibility gene. However, the spectrum and frequency distribution of ATM mutations that confer increased risk of breast cancer have been controversial. To assess the contribution of rare variants in this gene to risk of breast cancer, we pooled data from seven published ATM case-control mutation-screening studies, including a total of 1544 breast cancer cases and 1224 controls, with data from our own mutation screening of an additional 987 breast cancer cases and 1021 controls. Using an in silico missense-substitution analysis that provides a ranking of missense substitutions from evolutionarily most likely to least likely, we carried out analyses of protein-truncating variants, splice-junction variants, and rare missense variants. We found marginal evidence that the combination of ATM protein-truncating and splice-junction variants contribute to breast cancer risk. There was stronger evidence that a subset of rare, evolutionarily unlikely missense substitutions confer increased risk. On the basis of subset analyses, we hypothesize that rare missense substitutions falling in and around the FAT, kinase, and FATC domains of the protein may be disproportionately responsible for that risk and that a subset of these may confer higher risk than do protein-truncating variants. We conclude that a comparison between the graded distributions of missense substitutions in cases versus controls can complement analyses of truncating variants and help identify susceptibility genes and that this approach will aid interpretation of the data emerging from new sequencing technologies.

[1]  R. Stock,et al.  ATM mutations in female breast cancer patients predict for an increase in radiation-induced late effects. , 2002, International journal of radiation oncology, biology, physics.

[2]  G. Kay,et al.  Atm knock-in mice harboring an in-frame deletion corresponding to the human ATM 7636del9 common mutation exhibit a variant phenotype. , 2001, Cancer research.

[3]  D. Cox,et al.  ATM haplotypes and cellular response to DNA damage: association with breast cancer risk and clinical radiosensitivity. , 2003, Cancer research.

[4]  O. Peralta,et al.  Association of common ATM variants with familial breast cancer in a South American population , 2008, BMC Cancer.

[5]  T. Buchholz,et al.  A Ser49Cys variant in the ataxia telangiectasia, mutated, gene that is more common in patients with breast carcinoma compared with population controls , 2004, Cancer.

[6]  S. Seal,et al.  Heterozygosity for mutations in the ataxia telangiectasia gene is not a major cause of radiotherapy complications in breast cancer patients. , 1998, British Journal of Cancer.

[7]  L. Cantley,et al.  DNA Damage-induced Association of ATM with Its Target Proteins Requires a Protein Interaction Domain in the N Terminus of ATM* , 2005, Journal of Biological Chemistry.

[8]  R. Darnell,et al.  ATM binds to β-adaptin in cytoplasmic vesicles , 1998 .

[9]  J. Klijn,et al.  ATM-heterozygous germline mutations contribute to breast cancer-susceptibility. , 2000, American journal of human genetics.

[10]  M. Lovett,et al.  A single ataxia telangiectasia gene with a product similar to PI-3 kinase. , 1995, Science.

[11]  M. Jung,et al.  ATM missense mutations are frequent in patients with breast cancer. , 2003, Cancer genetics and cytogenetics.

[12]  K. Isselbacher,et al.  Heterozygous ATM mutations do not contribute to early onset of breast cancer , 1997, Nature Genetics.

[13]  S. Henikoff,et al.  Accounting for human polymorphisms predicted to affect protein function. , 2002, Genome research.

[14]  D. Gotley,et al.  Combined effects of obesity, acid reflux and smoking on the risk of adenocarcinomas of the oesophagus , 2007, Gut.

[15]  R. Darnell,et al.  ATM binds to beta-adaptin in cytoplasmic vesicles. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[16]  S. Tavtigian,et al.  In silico analysis of missense substitutions using sequence‐alignment based methods , 2008, Human mutation.

[17]  R. Eeles,et al.  Rare germ line CHEK2 variants identified in breast cancer families encode proteins that show impaired activation. , 2006, Cancer research.

[18]  W. K. Alfred Yung,et al.  Identification of a candidate tumour suppressor gene, MMAC1, at chromosome 10q23.3 that is mutated in multiple advanced cancers , 1997, Nature Genetics.

[19]  Yoichi Taya,et al.  ATM associates with and phosphorylates p53: mapping the region of interaction , 1999, Nature Genetics.

[20]  A. Tward,et al.  Cancer risk in ATM heterozygotes: a model of phenotypic and mechanistic differences between missense and truncating mutations. , 1999, Molecular genetics and metabolism.

[21]  Sara G. Becker-Catania,et al.  Ataxia-telangiectasia: phenotype/genotype studies of ATM protein expression, mutations, and radiosensitivity. , 2000, Molecular genetics and metabolism.

[22]  J. Rashbass Online Mendelian Inheritance in Man. , 1995, Trends in genetics : TIG.

[23]  Sivakumar Gowrisankar,et al.  Pattern of sequence variation across 213 environmental response genes. , 2004, Genome research.

[24]  E. Ostrander,et al.  Increased frequency of ATM mutations in breast carcinoma patients with early onset disease and positive family history , 2001, Cancer.

[25]  S. Scott,et al.  Functional and computational assessment of missense variants in the ataxia‐telangiectasia mutated (ATM) gene: mutations with increased cancer risk , 2009, Human mutation.

[26]  Carl T Wittwer,et al.  Sensitivity and specificity of single-nucleotide polymorphism scanning by high-resolution melting analysis. , 2004, Clinical chemistry.

[27]  Tú Nguyen-Dumont,et al.  Description and validation of high‐throughput simultaneous genotyping and mutation scanning by high‐resolution melting curve analysis , 2009, Human mutation.

[28]  J. Sambrook,et al.  Dominant negative ATM mutations in breast cancer families. , 2002, Journal of the National Cancer Institute.

[29]  S. Sanjosé,et al.  ATM germline mutations in Spanish early‐onset breast cancer patients negative for BRCA1/BRCA2 mutations , 2008, Clinical genetics.

[30]  T. Dörk,et al.  Spectrum of ATM gene mutations in a hospital-based series of unselected breast cancer patients. , 2001, Cancer research.

[31]  A. Spurdle,et al.  Sequence variant classification and reporting: recommendations for improving the interpretation of cancer susceptibility genetic test results , 2008, Human mutation.

[32]  R. Winqvist,et al.  Association of common ATM polymorphism with bilateral breast cancer , 2005, International journal of cancer.

[33]  J. Bond,et al.  Detailed computational study of p53 and p16: using evolutionary sequence analysis and disease-associated mutations to predict the functional consequences of allelic variants , 2003, Oncogene.

[34]  J. Kere,et al.  Evaluation of the role of Finnish ataxia-telangiectasia mutations in hereditary predisposition to breast cancer. , 2006, Carcinogenesis.

[35]  C. Croce,et al.  ATM mutations in cancer families. , 1996, Cancer research.

[36]  R. Stock,et al.  Screening breast cancer patients for ATM mutations and polymorphisms by using denaturing high‐performance liquid chromatography , 2001, Environmental and molecular mutagenesis.

[37]  David Haussler,et al.  Improved splice site detection in Genie , 1997, RECOMB '97.

[38]  A. Rosenthal,et al.  Clinical Investigation , 2003, Advances in Experimental Medicine and Biology.

[39]  Iain M. Wallace,et al.  M-Coffee: combining multiple sequence alignment methods with T-Coffee , 2006, Nucleic acids research.

[40]  F. Couch,et al.  Assessment of functional effects of unclassified genetic variants , 2008, Human mutation.

[41]  A. Børresen-Dale,et al.  Designing and implementing quality control for multi‐center screening of mutations in the ATM gene among women with breast cancer , 2003, Human mutation.

[42]  N. Rahman,et al.  A new scoring system for the chances of identifying a BRCA1/2 mutation outperforms existing models including BRCAPRO , 2004, Journal of Medical Genetics.

[43]  A. Zharkikh,et al.  Comprehensive statistical study of 452 BRCA1 missense substitutions with classification of eight recurrent substitutions as neutral , 2005, Journal of Medical Genetics.

[44]  P. Oefner,et al.  Contributions of ATM mutations to familial breast and ovarian cancer. , 2003, Cancer research.

[45]  R. W. Davis,et al.  Global analysis of ATM polymorphism reveals significant functional constraint. , 2001, American journal of human genetics.

[46]  Y. Shiloh,et al.  Interaction between ATM protein and c-Abl in response to DNA damage , 1997, Nature.

[47]  Allen Chong,et al.  Discovery of estrogen receptor α target genes and response elements in breast tumor cells , 2004, Genome Biology.

[48]  John L Hopper,et al.  Analysis of cancer risk and BRCA1 and BRCA2 mutation prevalence in the kConFab familial breast cancer resource , 2006, Breast Cancer Research.

[49]  Norman Boyd,et al.  The Breast Cancer Family Registry: an infrastructure for cooperative multinational, interdisciplinary and translational studies of the genetic epidemiology of breast cancer , 2004, Breast Cancer Research.

[50]  Steven Henikoff,et al.  SIFT: predicting amino acid changes that affect protein function , 2003, Nucleic Acids Res..

[51]  P. Dundr,et al.  Contribution of mutations in ATM to breast cancer development in the Czech population. , 2008, Oncology reports.

[52]  J. Klijn,et al.  Identification of women with an increased risk of developing radiation-induced breast cancer: a case only study , 2007, Breast Cancer Research.

[53]  Xiaofeng Jiang,et al.  The FATC Domains of PIKK Proteins Are Functionally Equivalent and Participate in the Tip60-dependent Activation of DNA-PKcs and ATM* , 2006, Journal of Biological Chemistry.

[54]  A. Børresen-Dale,et al.  Variants in the ATM gene associated with a reduced risk of contralateral breast cancer. , 2008, Cancer research.

[55]  J. Boyd,et al.  Hereditary breast cancer. , 2001, Current problems in surgery.

[56]  J. Bernstein,et al.  ATM heterozygosity and breast cancer: screening of 37 breast cancer patients for ATM mutations using a non-isotopic RNase cleavage-based assay , 2000, Breast Cancer Research and Treatment.

[57]  P. Brennan,et al.  The XRCC3 Thr241Met polymorphism and breast cancer risk: a case–control study in a Thai population , 2007, Biomarkers : biochemical indicators of exposure, response, and susceptibility to chemicals.

[58]  K. Gelmon,et al.  Absence of mutations in the ATM gene in forty-seven cases of sporadic breast cancer , 1999, British Journal of Cancer.

[59]  Colin N A Palmer,et al.  Comprehensive analysis of the gene encoding filaggrin uncovers prevalent and rare mutations in ichthyosis vulgaris and atopic eczema , 2007, Nature Genetics.

[60]  H. Bonnefoi,et al.  Constitutional alterations of the ATM gene in early-onset sporadic breast cancer , 2000, Breast Cancer Research.

[61]  Nazneen Rahman,et al.  The emerging landscape of breast cancer susceptibility , 2007, Nature Genetics.

[62]  Alun Thomas,et al.  A Laboratory Information Management System (LIMS) for a high throughput genetic platform aimed at candidate gene mutation screening , 2007, Bioinform..

[63]  K. Isselbacher,et al.  Prevalence of germline truncating mutations in ATM in women with a second breast cancer after radiation therapy for a contralateral tumor , 2000, Genes, chromosomes & cancer.

[64]  J. Satagopan,et al.  Rare variants of ATM and risk for Hodgkin's disease and radiation-associated breast cancers. , 2002, Clinical cancer research : an official journal of the American Association for Cancer Research.

[65]  J. Stephens,et al.  The structure of common genetic variation in United States populations. , 2007, American journal of human genetics.

[66]  T. Paull,et al.  Activation and regulation of ATM kinase activity in response to DNA double-strand breaks , 2007, Oncogene.

[67]  S. Leal,et al.  Methods for detecting associations with rare variants for common diseases: application to analysis of sequence data. , 2008, American journal of human genetics.

[68]  A. Broeks,et al.  The spectrum of ATM missense variants and their contribution to contralateral breast cancer , 2007, Breast Cancer Research and Treatment.

[69]  A. Causse,et al.  Involvement of ATM missense variants and mutations in a series of unselected breast cancer cases , 2002, Genes, chromosomes & cancer.

[70]  Alun Thomas,et al.  Classification of rare missense substitutions, using risk surfaces, with genetic‐ and molecular‐epidemiology applications , 2008, Human mutation.

[71]  M. James,et al.  The ATM gene and susceptibility to breast cancer: analysis of 38 breast tumors reveals no evidence for mutation. , 1996, Cancer research.

[72]  A. Sidow,et al.  Physicochemical constraint violation by missense substitutions mediates impairment of protein function and disease severity. , 2005, Genome research.

[73]  J. E. Rhoads,et al.  Accomplishments in cancer research. 1986 , 1987 .

[74]  D. Purdie,et al.  Mice heterozygous for mutation in Atm, the gene involved in ataxia-telangiectasia, have heightened susceptibility to cancer , 2002, Nature Genetics.

[75]  M. Lavin,et al.  Testing for mutations of the ataxia telangiectasia gene in radiosensitive breast cancer patients. , 1998, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

[76]  Lester L. Peters,et al.  Genome-wide association study identifies novel breast cancer susceptibility loci , 2007, Nature.

[77]  S. Seal,et al.  PALB2, which encodes a BRCA2-interacting protein, is a breast cancer susceptibility gene , 2007, Nature Genetics.

[78]  T. Dörk,et al.  A nonsense mutation (E1978X) in the ATM gene is associated with breast cancer , 2009, Breast Cancer Research and Treatment.

[79]  A. Lindblom,et al.  The role of ataxia-telangiectasia heterozygotes in familial breast cancer. , 1998, Cancer research.

[80]  C. Mathew,et al.  Identification of germline missense mutations and rare allelic variants in the ATM gene in early‐onset breast cancer , 1999, Genes, chromosomes & cancer.

[81]  R. Stock,et al.  Possession of ATM sequence variants as predictor for late normal tissue responses in breast cancer patients treated with radiotherapy. , 2007, International journal of radiation oncology, biology, physics.

[82]  M. Moraga,et al.  ATM allelic variants associated to hereditary breast cancer in 94 Chilean women: susceptibility or ethnic influences? , 2007, Breast Cancer Research and Treatment.

[83]  P. Oefner,et al.  Characterization of the breast cancer associated ATM 7271T>G (V2424G) mutation by gene expression profiling , 2006, Genes, chromosomes & cancer.

[84]  Douglas Easton,et al.  The Genetic Epidemiology of Breast Cancer Genes , 2004, Journal of Mammary Gland Biology and Neoplasia.

[85]  M. Swift,et al.  Breast and other cancers in families with ataxia-telangiectasia. , 1987, The New England journal of medicine.

[86]  S. Tavtigian,et al.  Molecular Diagnostics: Methods and Limitations , 2007 .

[87]  Nazneen Rahman,et al.  ATM mutations that cause ataxia-telangiectasia are breast cancer susceptibility alleles , 2006, Nature Genetics.

[88]  Douglas F Easton,et al.  Genetic evidence and integration of various data sources for classifying uncertain variants into a single model , 2008, Human mutation.

[89]  Andrew Menzies,et al.  A systematic, large-scale resequencing screen of X-chromosome coding exons in mental retardation , 2009, Nature Genetics.

[90]  S. Fox,et al.  Rapid detection of carriers with BRCA1 and BRCA2 mutations using high resolution melting analysis , 2008, BMC Cancer.

[91]  Y. Shiloh,et al.  Genomic Organization of the ATM gene. , 1996, Genomics.

[92]  T. Dörk,et al.  Missense mutations but not allelic variants alter the function of ATM by dominant interference in patients with breast cancer , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[93]  Nazneen Rahman,et al.  Truncating mutations in the Fanconi anemia J gene BRIP1 are low-penetrance breast cancer susceptibility alleles , 2006, Nature Genetics.

[94]  E. Myers,et al.  Basic local alignment search tool. , 1990, Journal of molecular biology.