Home LiteratureArticle Details
PMID: 19781682 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

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

American journal of human genetics ·Vol. 85 ·No. 4 ·2009-10-00 ·Pages 427-46

Tavtigian SV, Oefner PJ, Babikyan D, Hartmann A, Healey S, Le Calvez-Kelm F, Lesueur F, Byrnes GB, Chuang SC, Forey N, Feuchtinger C, Gioia L, Hall J, Hashibe M, Herte B, McKay-Chopin S, Thomas A, Vallée MP, Voegele C, Webb PM, Whiteman DC, Australian Cancer Study, Breast Cancer Family Registries BCFR, Kathleen Cuningham Foundation Consortium for Research into Familial Aspects of Breast Cancer kConFab, Sangrajrang S, Hopper JL, Southey MC, Andrulis IL, John EM, Chenevix-Trench G

Abstract

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.

MeSH Terms
Adult Age Factors Alternative Splicing Animals Ataxia Telangiectasia Mutated Proteins Breast Neoplasms/genetics Case-Control Studies Cell Cycle Proteins/genetics Chickens DNA Mutational Analysis DNA-Binding Proteins/genetics Evolution, Molecular Female Humans Middle Aged Mutation Mutation, Missense Protein Serine-Threonine Kinases/genetics Risk Tumor Suppressor Proteins/genetics
Chemicals
Cell Cycle Proteins DNA-Binding Proteins Tumor Suppressor Proteins ATM protein, human Ataxia Telangiectasia Mutated Proteins Protein Serine-Threonine Kinases
Authors & Affiliations
30 authors, click to expand affiliations / ORCID
Tavtigian Sean V
International Agency for Research on Cancer, 69372 Lyon, France.
Oefner Peter J
Babikyan Davit
Hartmann Anne
Healey Sue
Le Calvez-Kelm Florence
Lesueur Fabienne
Byrnes Graham B
Chuang Shu-Chun
Forey Nathalie
Feuchtinger Corinna
Gioia Lydie
Hall Janet
Hashibe Mia
Herte Barbara
McKay-Chopin Sandrine
Thomas Alun
Vallée Maxime P
Voegele Catherine
Webb Penelope M
Whiteman David C
Australian Cancer Study
Breast Cancer Family Registries (BCFR)
Kathleen Cuningham Foundation Consortium for Research into Familial Aspects of Breast Cancer (kConFab)
Sangrajrang Suleeporn
Hopper John L
Southey Melissa C
Andrulis Irene L
John Esther M
Chenevix-Trench Georgia
References (91)
91 references, click to expand
  1. Assessment of functional effects of unclassified genetic variants.
    Hum Mutat. 2008 Nov;29(11):1314-26 PMID: 18951449
  2. Discovery of estrogen receptor alpha target genes and response elements in breast tumor cells.
    Genome Biol. 2004;5(9):R66 PMID: 15345050
  3. Heterozygosity for mutations in the ataxia telangiectasia gene is not a major cause of radiotherapy complications in breast cancer patients.
    Br J Cancer. 1998 Oct;78(7):922-7 PMID: 9764584
  4. Screening for ATM sequence alterations in African-American women diagnosed with breast cancer.
    Breast Cancer Res Treat. 2008 Jan;107(1):139-44 PMID: 17333338
  5. Methods for detecting associations with rare variants for common diseases: application to analysis of sequence data.
    Am J Hum Genet. 2008 Sep;83(3):311-21 PMID: 18691683
  6. Identification of women with an increased risk of developing radiation-induced breast cancer: a case only study.
    Breast Cancer Res. 2007;9(2):R26 PMID: 17428320
  7. The genetic epidemiology of breast cancer genes.
    J Mammary Gland Biol Neoplasia. 2004 Jul;9(3):221-36 PMID: 15557796
  8. Involvement of ATM missense variants and mutations in a series of unselected breast cancer cases.
    Genes Chromosomes Cancer. 2002 Feb;33(2):141-9 PMID: 11793440
  9. A new scoring system for the chances of identifying a BRCA1/2 mutation outperforms existing models including BRCAPRO.
    J Med Genet. 2004 Jun;41(6):474-80 PMID: 15173236
  10. Truncating mutations in the Fanconi anemia J gene BRIP1 are low-penetrance breast cancer susceptibility alleles.
    Nat Genet. 2006 Nov;38(11):1239-41 PMID: 17033622
  11. The ATM gene and susceptibility to breast cancer: analysis of 38 breast tumors reveals no evidence for mutation.
    Cancer Res. 1996 Jun 15;56(12):2726-32 PMID: 8665503
  12. Genetic evidence and integration of various data sources for classifying uncertain variants into a single model.
    Hum Mutat. 2008 Nov;29(11):1265-72 PMID: 18951437
  13. Interaction between ATM protein and c-Abl in response to DNA damage.
    Nature. 1997 May 29;387(6632):520-3 PMID: 9168117
  14. SIFT: Predicting amino acid changes that affect protein function.
    Nucleic Acids Res. 2003 Jul 1;31(13):3812-4 PMID: 12824425
  15. Screening breast cancer patients for ATM mutations and polymorphisms by using denaturing high-performance liquid chromatography.
    Environ Mol Mutagen. 2001;38(2-3):200-8 PMID: 11746755
  16. Heterozygous ATM mutations do not contribute to early onset of breast cancer.
    Nat Genet. 1997 Mar;15(3):307-10 PMID: 9054948
  17. ATM mutations that cause ataxia-telangiectasia are breast cancer susceptibility alleles.
    Nat Genet. 2006 Aug;38(8):873-5 PMID: 16832357
  18. Sequence analysis of the ATM gene in 20 patients with RTOG grade 3 or 4 acute and/or late tissue radiation side effects.
    Int J Radiat Oncol Biol Phys. 1999 Jul 15;44(5):981-8 PMID: 10421529
  19. Testing for mutations of the ataxia telangiectasia gene in radiosensitive breast cancer patients.
    Radiother Oncol. 1998 May;47(2):125-8 PMID: 9683358
  20. DNA damage-induced association of ATM with its target proteins requires a protein interaction domain in the N terminus of ATM.
    J Biol Chem. 2005 Apr 15;280(15):15158-64 PMID: 15713674
  21. Increased frequency of ATM mutations in breast carcinoma patients with early onset disease and positive family history.
    Cancer. 2001 Aug 1;92(3):479-87 PMID: 11505391
  22. The structure of common genetic variation in United States populations.
    Am J Hum Genet. 2007 Dec;81(6):1221-31 PMID: 17999361
  23. Functional and computational assessment of missense variants in the ataxia-telangiectasia mutated (ATM) gene: mutations with increased cancer risk.
    Hum Mutat. 2009 Jan;30(1):12-21 PMID: 18634022
  24. The Breast Cancer Family Registry: an infrastructure for cooperative multinational, interdisciplinary and translational studies of the genetic epidemiology of breast cancer.
    Breast Cancer Res. 2004;6(4):R375-89 PMID: 15217505
  25. Sequence variant classification and reporting: recommendations for improving the interpretation of cancer susceptibility genetic test results.
    Hum Mutat. 2008 Nov;29(11):1282-91 PMID: 18951446
  26. Rapid detection of carriers with BRCA1 and BRCA2 mutations using high resolution melting analysis.
    BMC Cancer. 2008 Feb 25;8:59 PMID: 18298804
  27. In silico analysis of missense substitutions using sequence-alignment based methods.
    Hum Mutat. 2008 Nov;29(11):1327-36 PMID: 18951440
  28. Description and validation of high-throughput simultaneous genotyping and mutation scanning by high-resolution melting curve analysis.
    Hum Mutat. 2009 Jun;30(6):884-90 PMID: 19347964
  29. Classification of rare missense substitutions, using risk surfaces, with genetic- and molecular-epidemiology applications.
    Hum Mutat. 2008 Nov;29(11):1342-54 PMID: 18951461
  30. ATM heterozygosity and breast cancer: screening of 37 breast cancer patients for ATM mutations using a non-isotopic RNase cleavage-based assay.
    Breast Cancer Res Treat. 2000 May;61(1):79-85 PMID: 10930092
  31. Analysis of cancer risk and BRCA1 and BRCA2 mutation prevalence in the kConFab familial breast cancer resource.
    Breast Cancer Res. 2006;8(1):R12 PMID: 16507150
  32. Sensitivity and specificity of single-nucleotide polymorphism scanning by high-resolution melting analysis.
    Clin Chem. 2004 Oct;50(10):1748-54 PMID: 15308590
  33. ATM binds to beta-adaptin in cytoplasmic vesicles.
    Proc Natl Acad Sci U S A. 1998 Aug 18;95(17):10146-51 PMID: 9707615
  34. Global analysis of ATM polymorphism reveals significant functional constraint.
    Am J Hum Genet. 2001 Aug;69(2):396-412 PMID: 11443540
  35. A nonsense mutation (E1978X) in the ATM gene is associated with breast cancer.
    Breast Cancer Res Treat. 2009 Nov;118(1):207-11 PMID: 18807267
  36. The FATC domains of PIKK proteins are functionally equivalent and participate in the Tip60-dependent activation of DNA-PKcs and ATM.
    J Biol Chem. 2006 Jun 9;281(23):15741-6 PMID: 16603769
  37. Constitutional alterations of the ATM gene in early onset sporadic breast cancer.
    J Med Genet. 2002 Oct;39(10):751-3 PMID: 12362033
  38. M-Coffee: combining multiple sequence alignment methods with T-Coffee.
    Nucleic Acids Res. 2006 Mar 23;34(6):1692-9 PMID: 16556910
  39. A single ataxia telangiectasia gene with a product similar to PI-3 kinase.
    Science. 1995 Jun 23;268(5218):1749-53 PMID: 7792600
  40. Prevalence of germline truncating mutations in ATM in women with a second breast cancer after radiation therapy for a contralateral tumor.
    Genes Chromosomes Cancer. 2000 Feb;27(2):124-9 PMID: 10612799
  41. ATM allelic variants associated to hereditary breast cancer in 94 Chilean women: susceptibility or ethnic influences?
    Breast Cancer Res Treat. 2008 Jan;107(2):281-8 PMID: 17351744
  42. Comprehensive analysis of the gene encoding filaggrin uncovers prevalent and rare mutations in ichthyosis vulgaris and atopic eczema.
    Nat Genet. 2007 May;39(5):650-4 PMID: 17417636
  43. Spectrum of ATM gene mutations in a hospital-based series of unselected breast cancer patients.
    Cancer Res. 2001 Oct 15;61(20):7608-15 PMID: 11606401
  44. Possession of ATM sequence variants as predictor for late normal tissue responses in breast cancer patients treated with radiotherapy.
    Int J Radiat Oncol Biol Phys. 2007 Nov 1;69(3):677-84 PMID: 17517479
  45. Comprehensive statistical study of 452 BRCA1 missense substitutions with classification of eight recurrent substitutions as neutral.
    J Med Genet. 2006 Apr;43(4):295-305 PMID: 16014699
  46. ATM mutations in cancer families.
    Cancer Res. 1996 Sep 15;56(18):4130-3 PMID: 8797579
  47. Genome-wide association study identifies novel breast cancer susceptibility loci.
    Nature. 2007 Jun 28;447(7148):1087-93 PMID: 17529967
  48. Breast and other cancers in families with ataxia-telangiectasia.
    N Engl J Med. 1987 May 21;316(21):1289-94 PMID: 3574400
  49. A systematic, large-scale resequencing screen of X-chromosome coding exons in mental retardation.
    Nat Genet. 2009 May;41(5):535-43 PMID: 19377476
  50. Characterization of the breast cancer associated ATM 7271T>G (V2424G) mutation by gene expression profiling.
    Genes Chromosomes Cancer. 2006 Dec;45(12):1169-81 PMID: 17001622
  51. ATM mutations in female breast cancer patients predict for an increase in radiation-induced late effects.
    Int J Radiat Oncol Biol Phys. 2002 Mar 1;52(3):606-13 PMID: 11849780
  52. Combined effects of obesity, acid reflux and smoking on the risk of adenocarcinomas of the oesophagus.
    Gut. 2008 Feb;57(2):173-80 PMID: 17932103
  53. Cancer risk in ATM heterozygotes: a model of phenotypic and mechanistic differences between missense and truncating mutations.
    Mol Genet Metab. 1999 Dec;68(4):419-23 PMID: 10607471
  54. Variants in the ATM gene associated with a reduced risk of contralateral breast cancer.
    Cancer Res. 2008 Aug 15;68(16):6486-91 PMID: 18701470
  55. Absence of mutations in the ATM gene in forty-seven cases of sporadic breast cancer.
    Br J Cancer. 1999 Aug;80(12):1979-81 PMID: 10471049
  56. Categorising continuous variables.
    Br J Cancer. 1991 Nov;64(5):975 PMID: 1931629
  57. Pattern of sequence variation across 213 environmental response genes.
    Genome Res. 2004 Oct;14(10A):1821-31 PMID: 15364900
  58. Improved splice site detection in Genie.
    J Comput Biol. 1997 Fall;4(3):311-23 PMID: 9278062
  59. A Ser49Cys variant in the ataxia telangiectasia, mutated, gene that is more common in patients with breast carcinoma compared with population controls.
    Cancer. 2004 Apr 1;100(7):1345-51 PMID: 15042666
  60. ATM missense mutations are frequent in patients with breast cancer.
    Cancer Genet Cytogenet. 2003 Sep;145(2):115-20 PMID: 12935922
  61. ATM associates with and phosphorylates p53: mapping the region of interaction.
    Nat Genet. 1998 Dec;20(4):398-400 PMID: 9843217
  62. Contributions of ATM mutations to familial breast and ovarian cancer.
    Cancer Res. 2003 Jun 15;63(12):3325-33 PMID: 12810666
  63. Contribution of mutations in ATM to breast cancer development in the Czech population.
    Oncol Rep. 2008 Jun;19(6):1505-10 PMID: 18497957
  64. ATM-heterozygous germline mutations contribute to breast cancer-susceptibility.
    Am J Hum Genet. 2000 Feb;66(2):494-500 PMID: 10677309
  65. The emerging landscape of breast cancer susceptibility.
    Nat Genet. 2008 Jan;40(1):17-22 PMID: 18163131
  66. PALB2, which encodes a BRCA2-interacting protein, is a breast cancer susceptibility gene.
    Nat Genet. 2007 Feb;39(2):165-7 PMID: 17200668
  67. Rare variants of ATM and risk for Hodgkin's disease and radiation-associated breast cancers.
    Clin Cancer Res. 2002 Dec;8(12):3813-9 PMID: 12473594
  68. ATM germline mutations in Spanish early-onset breast cancer patients negative for BRCA1/BRCA2 mutations.
    Clin Genet. 2008 May;73(5):465-73 PMID: 18384426
  69. Dominant negative ATM mutations in breast cancer families.
    J Natl Cancer Inst. 2002 Feb 6;94(3):205-15 PMID: 11830610
  70. Missense mutations but not allelic variants alter the function of ATM by dominant interference in patients with breast cancer.
    Proc Natl Acad Sci U S A. 2002 Jan 22;99(2):925-30 PMID: 11805335
  71. Accounting for human polymorphisms predicted to affect protein function.
    Genome Res. 2002 Mar;12(3):436-46 PMID: 11875032
  72. Association of common ATM variants with familial breast cancer in a South American population.
    BMC Cancer. 2008 Apr 23;8:117 PMID: 18433505
  73. Detailed computational study of p53 and p16: using evolutionary sequence analysis and disease-associated mutations to predict the functional consequences of allelic variants.
    Oncogene. 2003 Feb 27;22(8):1150-63 PMID: 12606942
  74. The spectrum of ATM missense variants and their contribution to contralateral breast cancer.
    Breast Cancer Res Treat. 2008 Jan;107(2):243-8 PMID: 17393301
  75. Designing and implementing quality control for multi-center screening of mutations in the ATM gene among women with breast cancer.
    Hum Mutat. 2003 May;21(5):542-50 PMID: 12673797
  76. Genomic Organization of the ATM gene.
    Genomics. 1996 Apr 15;33(2):317-20 PMID: 8660985
  77. Physicochemical constraint violation by missense substitutions mediates impairment of protein function and disease severity.
    Genome Res. 2005 Jul;15(7):978-86 PMID: 15965030
  78. Identification of a candidate tumour suppressor gene, MMAC1, at chromosome 10q23.3 that is mutated in multiple advanced cancers.
    Nat Genet. 1997 Apr;15(4):356-62 PMID: 9090379
  79. A Laboratory Information Management System (LIMS) for a high throughput genetic platform aimed at candidate gene mutation screening.
    Bioinformatics. 2007 Sep 15;23(18):2504-6 PMID: 17709339
  80. The role of ataxia-telangiectasia heterozygotes in familial breast cancer.
    Cancer Res. 1998 Apr 1;58(7):1376-9 PMID: 9537233
  81. Mice heterozygous for mutation in Atm, the gene involved in ataxia-telangiectasia, have heightened susceptibility to cancer.
    Nat Genet. 2002 Sep;32(1):185-90 PMID: 12195425
  82. Activation and regulation of ATM kinase activity in response to DNA double-strand breaks.
    Oncogene. 2007 Dec 10;26(56):7741-8 PMID: 18066086
  83. Ataxia-telangiectasia: phenotype/genotype studies of ATM protein expression, mutations, and radiosensitivity.
    Mol Genet Metab. 2000 Jun;70(2):122-33 PMID: 10873394
  84. Identification of germline missense mutations and rare allelic variants in the ATM gene in early-onset breast cancer.
    Genes Chromosomes Cancer. 1999 Dec;26(4):286-94 PMID: 10534763
  85. Basic local alignment search tool.
    J Mol Biol. 1990 Oct 5;215(3):403-10 PMID: 2231712
  86. The XRCC3 Thr241Met polymorphism and breast cancer risk: a case-control study in a Thai population.
    Biomarkers. 2007 Sep-Oct;12(5):523-32 PMID: 17701750
  87. ATM haplotypes and cellular response to DNA damage: association with breast cancer risk and clinical radiosensitivity.
    Cancer Res. 2003 Dec 15;63(24):8717-25 PMID: 14695186
  88. Rare germ line CHEK2 variants identified in breast cancer families encode proteins that show impaired activation.
    Cancer Res. 2006 Sep 15;66(18):8966-70 PMID: 16982735
  89. Evaluation of the role of Finnish ataxia-telangiectasia mutations in hereditary predisposition to breast cancer.
    Carcinogenesis. 2007 May;28(5):1040-5 PMID: 17166884
  90. Atm knock-in mice harboring an in-frame deletion corresponding to the human ATM 7636del9 common mutation exhibit a variant phenotype.
    Cancer Res. 2001 Jun 1;61(11):4561-8 PMID: 11389091
  91. Association of common ATM polymorphism with bilateral breast cancer.
    Int J Cancer. 2005 Aug 10;116(1):69-72 PMID: 15756685
Article Info
Journal
American journal of human genetics
Abbr.
Am J Hum Genet
ISSN
1537-6605
Published
2009-10-00
Epub
2009-00-24
Pages
427-46
Language
English
Region
United States
NLM ID
0370475
PMCID
PMC2756555
Subset
IM
Grants
NCI NIH HHS · U01 CA069417 · United States
NCI NIH HHS · U01 CA069638 · United States
NCI NIH HHS · U01 CA69417 · United States
NCI NIH HHS · R01 CA100352 · United States
NCI NIH HHS · R01-CA121245 · United States
NCI NIH HHS · U01 CA69638 · United States
NCI NIH HHS · R01-CA100352 · United States
NCI NIH HHS · U01 CA69467 · United States
NCI NIH HHS · R01 CA121245 · United States
NCI NIH HHS · U01 CA069467 · United States
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]