Literature DB >> 17393301

The spectrum of ATM missense variants and their contribution to contralateral breast cancer.

Annegien Broeks1, Linde M Braaf, Angelina Huseinovic, Marjanka K Schmidt, Nicola S Russell, Flora E van Leeuwen, Frans B L Hogervorst, Laura J Van 't Veer.   

Abstract

Heterozygous carriers of ATM mutations are at increased risk of breast cancer. In this case-control study, we evaluated the significance of germline ATM missense variants to the risk of contralateral breast cancer (CBC). We have determined the spectrum and frequency of ATM missense variants in 443 breast cancer patients diagnosed before age 50, including 247 patients who subsequently developed CBC. Twenty-one per cent of the women with unilateral breast cancer and 17% of the women with CBC had at least one ATM germline missense variant, indicating no significant difference in variant frequency between these two groups. We have found that carriers of an ATM missense mutation, who were treated with radiotherapy for the first breast tumour, developed their second tumour on average in a 92-month interval compared to a 136-month mean interval for those CBC patients who neither received RT nor carried a germline variant, (p = 0.029). Our results indicate that the presence of ATM variants does not have a major impact on the overall risk of CBC. However, the combination of RT and (certain) ATM missense variants seems to accelerate tumour development.

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Year:  2007        PMID: 17393301      PMCID: PMC2137941          DOI: 10.1007/s10549-007-9543-6

Source DB:  PubMed          Journal:  Breast Cancer Res Treat        ISSN: 0167-6806            Impact factor:   4.872


Introduction

Homozygous or compound heterozygous germline mutations in the ATM gene cause the autosomal recessive disorder ataxia-telangiectasia (A-T). This progressive neurological childhood disease is characterized by cerebellar degeneration, immunological defects, extreme sensitivity for ionising radiation and increased risk for cancers, particularly lymphomas [1]. ATM mutations identified in A-T families can be classified in three categories; truncating mutations, mutations that lead to some expression of mutant protein that lacks kinase activity and missense mutations with reduced kinase activity (http://chromium.liacs.nk/lovd/). Heterozygous pathogenic ATM mutation carriers, ∼0.5–1% of the general population, do not display the symptoms observed in A-T patients. Several epidemiological studies have consistently shown elevated rates of breast cancer among female blood relatives of patients with A-T [2, 3]. Thompson et al. have shown that the overall relative risk in carriers was 2.23 [95% confidence interval (CI) 1.16–4.28] compared to the general population and 4.95 (95% CI 1.9–12.9) in those younger that age 50. A large review showed that ATM mutations are more frequent in breast cancer patients selected on the basis of a family history of breast cancer than in unselected patients [4]. Besides pathogenic ATM mutations, a large number of ATM variants (common polymorphisms and unclassified variants) have been described, which were found in cancer patients as well as in the general population. It has been hypothesized that the cancer risk among ATM heterozygotes might be related to mutation type, suggesting that particularly missense mutations are associated with an increased risk [5, 6]. However, two recent studies by Thompson et al. and Renwick et al. showed that pathogenic ATM mutations that cause A-T are breast cancer susceptibility alleles [2, 7]. This argues against the hypothesis that missense rather that truncating are associated with breast cancer. Women with breast cancer have in general a three to fourfold increased risk of developing a new primary cancer in the opposite breast [8]. The contralateral breast cancer (CBC) risk might be explained by the same genetic and hormonal factors that caused the first breast cancer. Treatment related factors, e.g. radiotherapy for primary breast cancer, may also contribute to the development of cancer in the contralateral breast [9] (our own data, manuscript under review). To evaluate whether germline ATM missense variants are significantly associated with CBC risk (results regarding ATM truncating mutations are reported elsewhere) and whether treatment modifies this risk, we conducted a case-control study in which we assessed the ATM missense mutation spectrum and frequency in women who developed their first breast cancer before age 50, with and without a second primary breast cancer.

Methods

Patients

The consecutive breast cancer patients included in this study were all selected from the hospital tumour registries of The Netherlands Cancer Institute, Amsterdam (NKI-AVL) or The Dr. Daniel den Hoed Cancer Center/Erasmus Medical Center, Rotterdam (DDHK). Of all patients that were invited to participate we achieved an 80% response rate. The breast cancer patients were included if their (first) breast cancer was diagnosed before age 50 (n = 443). For CBC we required an interval of at least 1 year (n = 247). The unilateral breast cancer patients (UBC) patients all had to be disease-free (of a second breast cancer) for at least 5 years. The first 57 CBC patients were individually age-matched (1:3) to UBC controls. All patients had invasive breast carcinoma and were treated with surgery. Of the CBC patients 169 did and 78 did not receive radiotherapy treatment for their primary breast tumour. Average age at diagnosis for the first breast cancer in the RT group was 41.2/41.3 years (mean/median) and the non-exposed group 42.0/43.2 years (mean/median). Detailed treatment data, disease and patient characteristics were obtained from medical records and risk factor questionnaires (data not shown) [10, 11]. Patients were asked to donate a 20 ml blood sample or permission for use of paraffin-embedded tissue blocks and patients gave their written informed consent for mutation analysis. This study received approval of the Medical Ethical Committees of NKI-AVL and DDHK.

Genomic DNA isolation

Genomic DNA was either isolated from peripheral blood lymphocytes with DNAzol (Invitrogen, Breda, The Netherlands) methods according to the manufacturer’s instructions, or from three 10-μm paraffin embedded normal tissue slides according to standard protocols [12]. For histopathological examination we used a hematoxylin-eosin stained slide.

Mutation analysis

The complete ATM Open Reading Frame (ORF) was analysed, each exon (exon 4-65) and all intron-exon boundaries were screened for germline mutations using Denaturing Gradient Gel Electrophoresis (DGGE) identifying ∼90% of all ATM mutations and polymorphisms (details from the author upon request). All aberrations were confirmed with genomic sequence analysis, performed using the ABI PRISM BigDyeTerminator Cycle Sequencing Ready Reaction Kit Version 3.1 (Applied Biosystems, Nieuwerkerk a/d yssel, The Netherlands). Sequencing products were analysed with the ABI PRISM 3700 DNA Analyzer and corresponding software.

Statistical analysis

Statistical analyses were performed using standard methods for analysis of case-control studies [13]. We compared the mutation frequency between UBC and CBC and between CBC cases previously treated with RT and cases not-treated with RT. Odds ratios (ORs) and 95% CI were calculated to evaluate the association between mutation carriers status and breast cancer risk. We have used the Mann–Whitney test to determine whether the difference between the intervals between the two breast cancers of the CBC patients was significant. All analyses were performed using SPSS 12.0 (SPSS Inc., Chicago, IL, USA).

Results and discussion

ATM germline mutations

In the present study, we have used the DGGE method to screen the complete ATM ORF to obtain insight in the ATM missense mutation spectrum in (contralateral) breast cancer patients. With DGGE we were able to confirm all the previously identified truncating mutations. A subset of the CBC patients described in this study had been screened in the past for ATM truncating mutations with the Protein Truncating Test, revealing seven ATM truncating mutations (including a non-sense mutation and small insertions and deletions; generating stop codons within a previously functional protein coding sequence causing premature termination of translation of the protein) [10]. Among all 443-breast cancer patients that were tested in this study with DGGE we detected a large number of ATM silent mutations (presumed neutral polymorphisms, data not shown and excluded from all analyses) and missense mutations (causing an amino acid substitution in the coded protein, most common ones; i.e. D1853N, not included in further analysis).

ATM missense mutation spectrum

In our study cohort we have detected 35 distinct ATM missense variants and 6 distinct truncating mutations. Several of the detected missense variants have been reported in the ATM database as being detected in A-T patients/or as polymorphisms (Table 1). None of the missense variants identified in this study are known as pathogenic A-T causing missense mutations. Seventeen of the missense variants have not been reported previously. Eleven missense variants were exclusively found in the CBC group and 10 exclusively in the UBC group. Whether this distinction in the spectrum indicates an association between particular variants and bilateral breast cancer risk cannot be concluded from the small numbers obtained in this study population. The ATM protein has several functional domains and the identified missense variants are located throughout the ORF. Potential functional implications of the newly identified unclassified variants remain to be established.
Table 1

ATM missense variant and truncating mutation spectrum in contralateral and unilateral breast cancer patients

Missense variantsAmino acid changeCBC n = 247UBC n = 190Databasea or literature
37C>TR13C1[10]
146C>GS49C55database
162T>CY54H21 [4], [14]
378A>TD126E1database
1009C>TR337C1Novel
1132A>GS377G1Novel
1229T>GV410A21 [4]
1810C>TP604S1database
2119T>CS707P78database
2276G>A S759NNovel
2336T>CM779T1Novel
2414G>AR805Q2Novel
2572T>CF858L43database
2650C>TP884S1
2650C>TP884S1Novel
2614C>TP872S [15]
3161C>GP1054R813database
3925G>AA1309T11 [16]
4138C>TH1380Y1database
4258C>TL1420F54database
4324T>CY1442H2Novel
4362A>CK1454N1database
4477C>GL1493V1Novel
4664T>AL1555H1Novel
4722G>TL1574F1Novel
5044G>TD1682Y1database
5071A>CS1691R22database
5557G>AbD1853N3549database
5558A>TD1853V31database
5741A>GD1914GNovel
6067G>AG2023R1database
6820G>AA2274T1database
6919C>TL2307F1 [14]
7446G>AM2482I1Novel
7874A>GD2625G1Novel
8659C>GH2887D1Novel
Truncating mutations
IVS10-6T>G419X12database [10], [17]
1563delAG521X1database
1660delA554X1Novel
IVS14 + 2T>Gdel 601-6331database
2572insTF858X1Novel
3115A>TR1039X1Novel

a http://chromium.liacs.nk/lovd/

b Not included in frequency analysis

ATM missense variant and truncating mutation spectrum in contralateral and unilateral breast cancer patients a http://chromium.liacs.nk/lovd/ b Not included in frequency analysis Despite the fact that ATM plays a role in breast cancer risk, the role of most distinct ATM missense variants remains unclear. Some studies tried to predict the relevance of each particular mutation on basis of co-segregation with breast cancer in families, the location in a functional domain or interference with the splicing machinery. Only a few studies present functional analysis that are necessary to assess the biological impact of unidentified variants found frequently in ATM [18-20].

ATM missense mutations and contralateral breast cancer

Twenty-one per cent of the patients carried at least one ATM germline variant (missense and truncating; Table 2). Among the patients with CBC (n = 247) we identified in total 55 ATM variants in 45 individuals (18%); 51 missense variants and 4 truncating mutations (Table 2). Eight CBC patients had multiple ATM missense variants and 2 patients carried both a missense and a truncating ATM mutation. In the women with UBC (n = 196) we identified 52 ATM variants in 46 individuals (23%); 48 missense and 4 truncating mutations. Three UBC patients carried double missense and 3 patients both a truncating and a missense variant. Although it is known from the literature that ATM missense variants might be involved in breast cancer pathogenesis, the identified 17% missense variant carriers among the CBC patients compared to the 21% missense variants among the UBC patients indicate that there is not a significantly increased risk for bilateral breast cancer among ATM missense variant carriers, OR 0.77 (95% CI 0.48–1.24).
Table 2

ATM variant frequencies in all breast cancer patients diagnosed under age 50 and according to uni- or contralateral breast cancer

Breast cancer patients withAll patients n = 443CBC n = 247UBC n = 196
Total ATM variantsa55: 51 missense and 4 truncating52: 48 missense and 4 truncating
At least one ATM variant91 (21%)45 (18%)46 (23%)
At least one ATM missense variant85 (19%)43 (17%)42 (21%)
Only one ATM truncating mutations321
One truncating and one missense variant523
Double missense variants1183

a Not included are the most common and silent variants

ATM variant frequencies in all breast cancer patients diagnosed under age 50 and according to uni- or contralateral breast cancer a Not included are the most common and silent variants

Association with radiation treatment

Women at high risk for developing breast cancer may respond differently to radiation exposures associated with screening and treatment, than the general population. Candidate-genes like ATM are implicated in maintenance of genome integrity. Their involvements in breast cancer susceptibility as well as their role in DNA-damage repair signalling make them excellent candidates for a role in radiation-induced breast cancer [21]. Recently, we showed that women with a pathogenic germline mutation in a DNA repair pathway gene (e.g. BRCA1, BRCA2, CHEK2 and ATM) have an over 2-fold increased risk of developing radiation-associated breast cancer (manuscript under review). Therefore, we now investigated whether exposure to ionising radiation had a greater biological impact on certain ATM genotypes than on others. We did not detect a significantly increased risk of developing radiation-associated CBC among missense mutation carriers. Among those 169 CBC patients who had developed a second primary breast tumour following radiotherapy for their first breast tumour we identified 19.5% ATM missense variants carriers compared to 13% among those CBC patients who did not receive RT, the OR from this case-only analysis is 1.65 [95% CI (0.77–3.55) p = 0.2]. Furthermore, we have observed that 21% of the UBC patients, who received RT but did not develop a CBC carried an ATM missense variant, compared to 19.5% of the CBC patients that received RT for their first tumour [OR 0.86 (95% CI 0.52–1.43)]. These results suggest that RT is not a strong risk factor for the development of CBC among carriers of those ATM missense variants. It has however been shown that particular alterations in the ATM gene are associated with increased radiation sensitivity [22-24]. Gutierrez-Enriquez et al. showed that lymfoblastoid cell lines carrying the ATM variant 3161G (linked to 2572C) was associated with increased in vitro chromosomal radio-sensitivity, perhaps by interfering with ATM function in a dominant-negative manner [22]. We found this particular variant allele (3161G/2572C) exclusively in our CBC group exposed to radiotherapy (four times) and not in the non-RT-exposed CBC group. This finding supports the hypothesis that particular ATM variants might play a differential role in radiation response. Although a subset of the missense variants was only detected in the RT exposed subpopulation, individual numbers were probably too small to detect a significant effect of particular mutations associated with treatment. We observed that CBC patients with an ATM missense variant had an mean interval between the first and second breast tumour of ∼101 months, compared to 122 months for non-carriers CBC patients (p = 0.085). Interestingly, the combination of radiation treatment and a missense variant resulted in an even shorter mean interval of a 92 months in the CBC patients compared to a 136-month interval for CBC patients who neither received RT nor carried a germline variant (p = 0.029). These data suggest that carrier-ship of an ATM missense variant may accelerate the development of a second tumour and decreases the age at onset of the second breast tumour, especially in case of exposure to RT. The suggestion of a shorter induction period of RT-associated breast cancer in patients, who carry an ATM missense mutation, while the proportion of patients with missense variants was similar in CBC and UBC cases, might be attributable to a different spectrum of mutations in those patients who developed CBC. A big challenge in such a study remains to assess which particular missense mutations have an impact on ATM function. Large association studies, as performed by the Breast Cancer Association Consortium (coordinated by Doug Easton and Paul Pharoah, Cambridge), and functional studies are clearly necessary to determine the importance of particular variants and their contribution to the breast cancer risk.
  22 in total

1.  ATM haplotypes and cellular response to DNA damage: association with breast cancer risk and clinical radiosensitivity.

Authors:  Sandra Angèle; Pascale Romestaing; Norman Moullan; Michèle Vuillaume; Brigitte Chapot; Marlin Friesen; Wim Jongmans; David G Cox; Paola Pisani; Jean-Pierre Gérard; Janet Hall
Journal:  Cancer Res       Date:  2003-12-15       Impact factor: 12.701

2.  Ataxia telangiectasia: a human mutation with abnormal radiation sensitivity.

Authors:  A M Taylor; D G Harnden; C F Arlett; S A Harcourt; A R Lehmann; S Stevens; B A Bridges
Journal:  Nature       Date:  1975-12-04       Impact factor: 49.962

3.  Functional consequences of ATM sequence variants for chromosomal radiosensitivity.

Authors:  Sara Gutiérrez-Enríquez; Marie Fernet; Thilo Dörk; Michael Bremer; Anthony Lauge; Dominique Stoppa-Lyonnet; Norman Moullan; Sandra Angèle; Janet Hall
Journal:  Genes Chromosomes Cancer       Date:  2004-06       Impact factor: 5.006

Review 4.  Functional consequences of sequence alterations in the ATM gene.

Authors:  Martin F Lavin; Shaun Scott; Nuri Gueven; Sergei Kozlov; Cheng Peng; Philip Chen
Journal:  DNA Repair (Amst)       Date:  2004 Aug-Sep

5.  Cancer risk according to type and location of ATM mutation in ataxia-telangiectasia families.

Authors:  E Cavaciuti; A Laugé; N Janin; K Ossian; J Hall; D Stoppa-Lyonnet; N Andrieu
Journal:  Genes Chromosomes Cancer       Date:  2005-01       Impact factor: 5.006

6.  Second cancer following cancer of the breast in Connecticut, 1935-82.

Authors:  E B Harvey; L A Brinton
Journal:  Natl Cancer Inst Monogr       Date:  1985-12

7.  Cancer in the contralateral breast after radiotherapy for breast cancer.

Authors:  J D Boice; E B Harvey; M Blettner; M Stovall; J T Flannery
Journal:  N Engl J Med       Date:  1992-03-19       Impact factor: 91.245

8.  Excess risk for contralateral breast cancer in CHEK2*1100delC germline mutation carriers.

Authors:  Annegien Broeks; Lot de Witte; Anke Nooijen; Angelina Huseinovic; Jan G M Klijn; Flora E van Leeuwen; Nicola S Russell; Laura J van't Veer
Journal:  Breast Cancer Res Treat       Date:  2004-01       Impact factor: 4.872

9.  Mutation and genomic deletion status of ataxia telangiectasia mutated (ATM) and p53 confer specific gene expression profiles in mantle cell lymphoma.

Authors:  Timothy C Greiner; Chiranjib Dasgupta; Vincent V Ho; Dennis D Weisenburger; Lynette M Smith; James C Lynch; Julie M Vose; Kai Fu; James O Armitage; Rita M Braziel; Elias Campo; Jan Delabie; Randy D Gascoyne; Elaine S Jaffe; Hans K Muller-Hermelink; German Ott; Andreas Rosenwald; Louis M Staudt; Michael Y Im; Mazen W Karaman; Brian L Pike; Wing C Chan; Joseph G Hacia
Journal:  Proc Natl Acad Sci U S A       Date:  2006-02-03       Impact factor: 11.205

10.  ATM mutations that cause ataxia-telangiectasia are breast cancer susceptibility alleles.

Authors:  Anthony Renwick; Deborah Thompson; Sheila Seal; Patrick Kelly; Tasnim Chagtai; Munaza Ahmed; Bernard North; Hiran Jayatilake; Rita Barfoot; Katarina Spanova; Lesley McGuffog; D Gareth Evans; Diana Eccles; Douglas F Easton; Michael R Stratton; Nazneen Rahman
Journal:  Nat Genet       Date:  2006-07-09       Impact factor: 38.330

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  18 in total

1.  Variations of the ataxia telangiectasia mutated gene in patients with chronic lymphocytic leukemia lack substantial impact on progression-free survival and overall survival: a Cancer and Leukemia Group B study.

Authors:  Gerard Lozanski; Amy S Ruppert; Nyla A Heerema; Arletta Lozanski; David M Lucas; Amber Gordon; John G Gribben; Vicki A Morrison; Kanti M Rai; Guido Marcucci; Richard A Larson; John C Byrd
Journal:  Leuk Lymphoma       Date:  2012-06-02

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

Authors:  Sean V Tavtigian; Peter J Oefner; Davit Babikyan; Anne Hartmann; Sue Healey; Florence Le Calvez-Kelm; Fabienne Lesueur; Graham B Byrnes; Shu-Chun Chuang; Nathalie Forey; Corinna Feuchtinger; Lydie Gioia; Janet Hall; Mia Hashibe; Barbara Herte; Sandrine McKay-Chopin; Alun Thomas; Maxime P Vallée; Catherine Voegele; Penelope M Webb; David C Whiteman; Suleeporn Sangrajrang; John L Hopper; Melissa C Southey; Irene L Andrulis; Esther M John; Georgia Chenevix-Trench
Journal:  Am J Hum Genet       Date:  2009-09-24       Impact factor: 11.025

3.  Variants in the ATM gene associated with a reduced risk of contralateral breast cancer.

Authors:  Patrick Concannon; Robert W Haile; Anne-Lise Børresen-Dale; Barry S Rosenstein; Richard A Gatti; Sharon N Teraoka; T Anh Diep; Laila Jansen; David P Atencio; Bryan Langholz; Marinela Capanu; Xiaolin Liang; Colin B Begg; Duncan C Thomas; Leslie Bernstein; Jørgen H Olsen; Kathleen E Malone; Charles F Lynch; Hoda Anton-Culver; Jonine L Bernstein
Journal:  Cancer Res       Date:  2008-08-15       Impact factor: 12.701

4.  Description and validation of high-throughput simultaneous genotyping and mutation scanning by high-resolution melting curve analysis.

Authors:  Tú Nguyen-Dumont; Florence Le Calvez-Kelm; Nathalie Forey; Sandrine McKay-Chopin; Sonia Garritano; Lydie Gioia-Patricola; Deepika De Silva; Ron Weigel; Suleeporn Sangrajrang; Fabienne Lesueur; Sean V Tavtigian
Journal:  Hum Mutat       Date:  2009-06       Impact factor: 4.878

5.  Characteristics of myeloproliferative neoplasms in patients exposed to ionizing radiation following the Chernobyl nuclear accident.

Authors:  Larysa Poluben; Maneka Puligandla; Donna Neuberg; Christine R Bryke; Yahsuan Hsu; Oleksandr Shumeiko; Xin Yuan; Olga Voznesensky; German Pihan; Miriam Adam; Ernest Fraenkel; Roni Rasnic; Michal Linial; Sergiy Klymenko; Steven P Balk; Paula G Fraenkel
Journal:  Am J Hematol       Date:  2018-10-31       Impact factor: 10.047

6.  Missense variants in ATM in 26,101 breast cancer cases and 29,842 controls.

Authors:  Olivia Fletcher; Nichola Johnson; Isabel dos Santos Silva; Nick Orr; Alan Ashworth; Heli Nevanlinna; Tuomas Heikkinen; Kristiina Aittomäki; Carl Blomqvist; Barbara Burwinkel; Claus R Bartram; Alfons Meindl; Rita K Schmutzler; Angela Cox; Ian Brock; Graeme Elliott; Malcolm W R Reed; Melissa C Southey; Letitia Smith; Amanda B Spurdle; John L Hopper; Fergus J Couch; Janet E Olson; Xianshu Wang; Zachary Fredericksen; Peter Schürmann; Regina Waltes; Michael Bremer; Thilo Dörk; Peter Devilee; Christie J van Asperen; Rob A E M Tollenaar; Caroline Seynaeve; Per Hall; Kamila Czene; Keith Humphreys; Jianjun Liu; Shahana Ahmed; Alison M Dunning; Melanie Maranian; Paul D P Pharoah; Georgia Chenevix-Trench; Jonathan Beesley; Natalia V Bogdanova; Natalia N Antonenkova; Iosif V Zalutsky; Hoda Anton-Culver; Argyrios Ziogas; Hiltrud Brauch; Yon-Dschun Ko; Ute Hamann; Peter A Fasching; Reiner Strick; Arif B Ekici; Matthias W Beckmann; Graham G Giles; Gianluca Severi; Laura Baglietto; Dallas R English; Roger L Milne; Javier Benítez; José Ignacio Arias; Guillermo Pita; Børge G Nordestgaard; Stig E Bojesen; Henrik Flyger; Daehee Kang; Keun-Young Yoo; Dong Young Noh; Arto Mannermaa; Vesa Kataja; Veli-Matti Kosma; Montserrat García-Closas; Stephen Chanock; Jolanta Lissowska; Louise A Brinton; Jenny Chang-Claude; Shan Wang-Gohrke; Annegien Broeks; Marjanka K Schmidt; Flora E van Leeuwen; Laura J Van't Veer; Sara Margolin; Annika Lindblom; Manjeet K Humphreys; Jonathan Morrison; Radka Platte; Douglas F Easton; Julian Peto
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2010-09       Impact factor: 4.254

7.  The association between ATM D1853N polymorphism and breast cancer susceptibility: a meta-analysis.

Authors:  Lin-Bo Gao; Xin-Min Pan; Hong Sun; Xia Wang; Li Rao; Li-Juan Li; Wei-Bo Liang; Mei-Li Lv; Wen-Zhong Yang; Lin Zhang
Journal:  J Exp Clin Cancer Res       Date:  2010-08-27

8.  Identification of women with an increased risk of developing radiation-induced breast cancer.

Authors:  Elisabeth Cardis; Janet Hall; Sean V Tavtigian
Journal:  Breast Cancer Res       Date:  2007       Impact factor: 6.466

9.  Variants in the ATM gene and breast cancer susceptibility.

Authors:  Roger L Milne
Journal:  Genome Med       Date:  2009-01-22       Impact factor: 11.117

10.  Identification of women with an increased risk of developing radiation-induced breast cancer: a case only study.

Authors:  Annegien Broeks; Linde M Braaf; Angelina Huseinovic; Anke Nooijen; Jos Urbanus; Frans B L Hogervorst; Marjanka K Schmidt; Jan G M Klijn; Nicola S Russell; Flora E Van Leeuwen; Laura J Van 't Veer
Journal:  Breast Cancer Res       Date:  2007       Impact factor: 6.466

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