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1 DNA Repair Group,
2 Nutrition and Cancer Unit,
3 Genome Analysis Group, and
4 Descriptive Epidemiology Unit, International Agency for Research on Cancer, Lyon Cedex, and
5 Centre Hospitalier Lyon-Sud, Department of Radiotherapy, Curietherapy, Oncology, Pierre-Bénite Cedex, France
| ABSTRACT |
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The tightly linked intronic ATM polymorphisms IVS2277 T>C and IVS48 + 238 C>G, in the homozygote state were associated with increased BC risk [IVS2277 CC versus TT odds ratio (OR), 1.67; 95% confidence interval (CI), 1.002.81], and in the heterozygote state with clinical radioprotection (IVS2277 CT versus TT OR, 0.45; 95% CI, 0.240.85). Homozygote carriers of the G5557A variant were over-represented in RS-BC cases compared with non-RS-BC cases (OR, 6.76; 95% CI, 1.1938.43). These three single nucleotide polymorphisms were associated with the three major ATM haplotypes present in >80% of the study population. BC LCLs treated with ionizing radiation exhibited an intermediate cell survival and p53 response between that of normal and AT LCLs, with the response in the RS-BC LCLs being more compromised than in the non-RS-BC LCLs. Our study suggests a general pattern of increased BC risk associated with carrying any one of the ATM variants studied, with a significant association being observed in individuals carrying variants on both ATM alleles (OR, 1.75; 95% CI, 1.092.81) and that ATM variants may impact on radiation sensitivity.
| INTRODUCTION |
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1% of the general population and while show none of the severe symptoms seen in homozygotes, have a higher mortality rate and an earlier age at death from cancer and ischemic heart disease than noncarriers (6)
. Several epidemiological studies conducted in AT families have demonstrated a 4-fold increased risk of developing BC among female heterozygotes (Ref. 7
and references therein; Refs. 8, 9, 10, 11
). On the basis of the heterozygote frequency and increased BC risk seen in these individuals, AT heterozygosity may account for up to 5% of all BC cases in the general population (7)
. Several studies have attempted to evaluate the frequency of AT heterozygotes in nonfamilial BC cases with different conclusions on the importance of the role of the ATM gene being reached. However, a higher frequency of several ATM sequence variants, including missense alterations and small in-frame deletions or insertions, have been reported in BC cases than in controls (12, 13, 14, 15, 16)
. These results are in agreement with the existence of two groups of AT heterozygotes within the general population, one carrying truncating mutations commonly found in AT patients and the other carrying missense mutations, and with different cancer risks (17)
. Because one of the hallmark features of AT is radiosensitivity, it might be expected that BC patients that show clinical radiosensitivity, characterized by severe normal tissue reactions after conventional radiotherapy protocols, might be a group of BC cases with a higher frequency of ATM gene alterations than other BC cases. Indeed, Iannuzzi et al. (18) reported 2 missense or synonymous ATM mutations in 3 of 3 BC patients who showed grade 34 s.c. late reactions after radiotherapy, whereas only 3 of 43 patients who did not develop this form of severe toxicity carried an ATM mutation. However, many other such studies have failed to correlate the ATM mutation status with the occurrence of damage in normal tissue (13 , 19, 20, 21, 22, 23) .
To clarify the role of the ATM gene in BC etiology we assessed the frequency of 16 ATM sequence variants in BC cases and controls. Their frequency was also compared between the cases that developed or not an adverse reaction to radiotherapy. Four variants were described previously in the literature, and the others were identified from the screening of the entire ATM coding region in 51 of the 254 cases in the study population. Eleven of the 16 ATM variants were used for haplotype reconstruction, and in a subset of the BC cases for which lymphoblastoid cell lines (LCLs) were available, we explored whether the genotype could be related to the in vitro cellular phenotype.
| MATERIALS AND METHODS |
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Control blood samples (312) were obtained from female blood donors over the age of 35 years living in the catchment area of the hospital, through community-based collections of the Regional Blood Transfusion Service (average age at sample collection, 54.5 ± 6.7 years; range, 3566). The health status of these controls remained unknown, although it should be noted that any bias from such an individual having cancer would be expected to favor a null result.
Blood Sample Processing
Peripheral blood samples were collected using standard venipuncture techniques and were processed within 24 h of collection. The blood samples from the controls were briefly centrifuged (2000 rpm for 10 min), and DNA and RNA were isolated from the buffy coat using Qiagen extraction kits (Qiagen SA., Courtaboeuf, France).
For the BC cases DNA and RNA were isolated from 0.5-ml aliquots of whole blood using Qiagen extraction kits. The lymphocytes were isolated from the remainder of the blood sample using a Ficoll gradient and stored frozen in the presence of 10% DMSO in liquid nitrogen until being used for establishing LCLs.
LCLs
As part of this study, LCLs were established by EBV infection for 46 RS and 61 non-RS-BC cases. EBV-immortalized LCLs from 8 individuals with a wild-type ATM gene (IARC lines 1104, 1326, 1663, 1665, 2093, 2139, 2145, and 2209), 10 AT patients with a classical clinical phenotype all carrying truncating mutations in the ATM gene (Refs. 26
, 27
; IARC lines AT3, AT6, AT8, AT11, AT13, AT14, AT173, FRAT3, FRAT12, and GM3189), and 6 obligate AT heterozygote subjects (IARC lines 2362, 2364, 2379, 2383, GM3187, and GM3188) were used for comparative purposes in this study. These lines had been established previously at IARC, or were obtained from Dr. Gilbert Lenoir (Gustave Roussy Institute, Villejuif, France), Dr. Dominique Stoppa-Lyonnet (Curie Institute, Paris, France), or the National Institute of General Medical Science Mutant Cell Repository (Camden, NJ). All of the LCLs were routinely cultured in RPMI 1640 Glutamax-1 medium (Life Technologies, Inc.) supplemented with 10% heat-inactivated fetal calf serum (Integro b.v, Zaandam, the Netherlands) and 1% penicillin/streptomycin (Biochrom KG, Berlin, Germany) at 37°C under an atmosphere of 5% CO2.
Analysis of the ATM Gene
Mutational Analysis of the ATM Coding Region
To establish the profile of ATM variants in BC cases the ATM coding region was analyzed from the first 51 sequentially recruited BC cases (14 non-RS-BC and 37 RS-BC cases) for which LCLs were available. This analysis was carried out using the cDNA based protein truncation test (PTT) or restriction endonuclease finger-printing. Total RNA was extracted from the LCLs using the Trizol reagent (Invitrogen SARL, Cergy Pontoise, France) and reverse-transcribed using the SuperScript II reverse transcriptase according to the manufacturers instructions (Invitrogen). The reaction product was used as a template to amplify the entire ATM coding region using the following primers, ATM A: 5'-atgagtctagtacttaatgatctgc-3' and ATM B: 5'-aaggctgaatgaaagggtaattc-3'.
The PTT analyses were performed on 37 LCLs by in vitro translation of seven separate, overlapping PCR products (each 11.6 kb; primers available on request) covering the ATM coding region, using the TNT T7 Reticulocyte System (Promega, Madison, WI). The PCR product was analyzed by SDS-PAGE electrophoresis and autoradiography (28) . The restriction endonuclease finger-printing protocol was carried out on the 37 LCLs analyzed by PTT and 14 additional LCLs as detailed previously (Ref. 29 ; lists of primers and enzymes are available on request).
PCR products exhibiting an abnormal migration pattern after PTT or restriction endonuclease finger-printing analysis were sequenced using the ABI Prism Big Dye Terminator v2.0 ready reaction cycle sequencing kit (Applied Biosystem) using the exonic described by Sandoval et al. (30) .
Determination of the Frequencies of ATM Sequence Variants in BC Cases and Controls
The frequency of the 8 ATM sequence changes found in the 51 BC cell lines analyzed by restriction endonuclease finger-printing or PTT was assessed in the remainder of the BC cases and the control population, using a variety of techniques (Table 1)
. Eight additional ATM variants either previously described in the literature as being BC related or identified in intronic regions flanking exons containing variants identified in the 51 BC cases, were analyzed using a similar approach. A random sample of DNAs was also analyzed by direct sequencing of the corresponding exon as described above, and complete concordance between the different techniques was observed (data not presented).
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RFLP.
The presence of certain polymorphisms was determined using variant specific RFLP using 1 µl of the diluted reverse transcription-PCR product or 200 ng of genomic DNA. When the variant did not create or remove a natural restriction site, primers were designed to set up a PCR-mediated site-directed mutagenesis system, which created an allele-specific restriction enzyme recognition site (31)
. Primers, restriction enzymes, and PCR conditions are available on request. Digestions were performed according to the manufacturers instructions, and the products of the digestion were analyzed on agarose gel. DNA samples known to be carrying the variant allele were included in each analysis, with the genotype of the samples being determined by the banding pattern observed on the gels.
Denaturing High Performance Liquid Chromatography.
Denaturing high performance liquid chromatography analysis, based on the formation of DNA heteroduplex and homoduplex, was performed on a WAVE DNA Fragment Analysis System (Transgenomic, Omaha, NE). Buffer gradient and temperature conditions were calculated using the WAVEmaker software (version 3.4.4; Transgenomic).
Estimation of Haplotype Frequencies and Linkage Disequilibrium.
The Hardy-Weinberg equilibrium and linkage disequilibrium were assessed, and the ATM haplotypes were reconstructed, using the 11 SNPs with an allele frequency of >0.5%, using the Genotype Transposer (32)
in conjunction with the Arlequin software (33)
6
for all of the BC cases, the RS-BC cases, and the control populations.
Characterization of BC LCLs
Determination of the Basal Level of ATM Protein in Lymphoblastoid Cell Extracts
Fifty µg of a whole cell protein extract prepared as described previously (34)
was separated on SDS-PAGE (6%), transferred onto a polyvinylidene difluoride membrane and immunoblotted for 2 h with an ATM antibody (1:1000 dilution; AHP392; Serotec, Oxford, United Kingdom) and a Ku80 antibody (1:4000 dilution; AHP317; Serotec). The ATM intensity values were calculated from densitometric analysis of the Western blot autoradiographic films, after correction for protein content using Ku80 as an internal control and normalization against cell lines carrying a wild-type ATM gene. Measurements were done at least twice.
Cellular Response to DNA Damaging Agents
Radiation Survival.
The radiation survival of the LCLs was assessed by comparing their relative growth 72 h after irradiation (35)
. The cells were seeded at 2 x 105 cells/ml the day before irradiation. Cell survival was assessed 3 days after exposure to 0, 1, 2, and 4 Gy with a 137Cs source, by counting the number of living cells assessed by trypan blue exclusion. The number of viable cells in the nonirradiated cultures was considered as 100% survival. Experiments were performed at least in triplicate for each cell line.
p53 Protein and WAF1/Cip1 (p21) mRNA Induction.
Measurements of the induction of the p53 protein and WAF1/Cip1 (p21) mRNA, after exposure to 2 or 5 Gy (137Cs source) were carried out as described previously (36)
. Thirty µg of total protein extract from control and treated cells was separated on SDS-PAGE (10%), transferred onto a polyvinylidene difluoride membrane, and p53 protein levels determined using the mouse monoclonal antibody DO7 (1:1000 dilution; Dako S.A., Trappes, France). To analyze the parallel induction of WAF1/Cip1 (p21) mRNA, 10 µg of total RNA was separated on a 1% denaturing agarose/formaldehyde gel, then transferred onto membranes (Hybond N+; Amersham Biosciences, Orsay, France), which were simultaneously hybridized with [32P-
]dCTP-labeled probes for WAF1/Cip1 (p21)7
and GAPDH (Clontech, Le Pont de Claix, France). The intensity of the signals was analyzed by densitometry, and the degree of induction was defined as the ratio of the protein or mRNA level measured in the treated and untreated cells at any one time point. In each experiment at least one LCL carrying a wild-type ATM gene and one AT line were included for comparative purposes.
Statistical Analysis
The allele and genotype frequencies were calculated for each ATM variant, and departures from Hardy Weinberg equilibrium were assessed by comparing the observed and expected genotype frequencies using the
2 test. To determine the risk of BC, all of the cases were compared with controls, whereas to determine the risk of enhanced clinical radiosensitivity RS-BC cases were compared with non-RS-BC cases. ORs and their significance for haplotype frequencies were assessed using Fishers exact test with the wild-type alleles being used as the reference group. ORs for radiosensitivity associated with the ATM variants were estimated by unconditional logistic regression controlling for previous exposure to chemotherapy. SNP comparisons were carried out independently of one another. All of the statistical tests were two-sided.
The effect of the genotype on the constitutive ATM expression level and cellular response to DNA damage in the different groups was assessed by the ANOVA. Transformations of the variables were applied to the percentage of surviving cells (arc sine of the square root) and to p53 protein and WAF1/Cip1 (p21) inductions (logarithm) to stabilize the variance when significant heterogeneity was detected by the Bartlett test. The association between the indexes of the cellular response to DNA damage was measured by Pearsons correlation.
| RESULTS |
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Haplotype Determination.
The 11 SNPs with an allele frequency >0.5% have been used to reconstruct the ATM haplotypes (Table 3)
. Six major haplotypes (AH1AH6) were found in the controls and BC cases, with just 3 haplotypes (AH1, AH2, and AH3) representing >80% of the population in both groups. The haplotype AH2, containing the rare alleles of IVS2277 T>C and IVS48 + 238 C>G, was found more frequently in the BC cases compared with the controls (BC versus controls OR, 1.42; 95% CI, 1.081.88) and in particular in the non-RS-BC cases (RS-BC versus non-RS-BC OR, 0.62; 95% CI, 0.390.99) confirming the associations described above. Taking into the account the genotype of each individual we also noted that excess risk of BC was greatest in homozygote carriers of the AH2 haplotype (OR, 2.03; 95% CI, 1.093.81). A pattern of increased BC risk was observed for carriers of a haplotype containing at least one of the ATM variants studied, although this did not reach statistical significance (OR, 1.44; 95% CI, 0.952.2). Individuals who carried ATM variants on both alleles instead showed a significant increased BC risk (OR, 1.75; 95% CI, 1.092.81).
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Characterization of the Cellular Response to IR.
To examine the possible biological effects of these ATM variants, we characterized the cellular response to DNA damage in LCLs established from non-RS-BC and RS-BC cases, compared with LCLs from control and AT subjects carrying ATM truncating mutations. In a limited number of cell lines we explored whether a correlation between genotype and cellular phenotype existed. A relative growth measurement was used as a surrogate for cell survival in the LCLs (35)
. Using this approach the cell survival of the 47 BC cell lines studied was intermediate between that of the 7 controls and the 8 AT LCLs at all of the doses examined (Fig. 1)
. The LCLs from the 26 non-RS-BC cases are indistinguishable from those established from the 21 RS-BC cases after exposure to 1 Gy (RS versus non-RS, P = 0.238). However, after exposure to 2 or 4 Gy, the LCLs from the RS-BC cases appeared significantly more sensitive to cell killing than those from the non-RS-BC cases (RS versus non-RS; P = 0.00002 at 2 Gy; P = 0.033 at 4 Gy). Under these experimental conditions the survival of the 5 AT heterozygote cell lines was similar to that seen for the LCLs from the non-RS-BC cases, and was distinguishable from the control and AT LCLs after 2 and 4 Gy. After exposure to 4 Gy the cell survival of the cell lines from the RS-BC cases was lower than that seen for the LCLs from the AT heterozygote lines (non-RS versus AT het, P = 0.097; RS versus AT het, P = 0.003).
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Genotype/Phenotype Correlations.
The relationship between genotype and cellular phenotype has been investigated in a limited number of cell lines. The cell lines from the BC cases carrying different SNPs (P = 0.807) or carriers of the rare ATM variants C4148T, T4473C, and A5089G showed no differences in the constitutive ATM protein level. The BC cell line carrying the heterozygote truncating mutation had a 3-fold lower level of ATM protein than the normal LCLs. No significant differences were observed in the constitutive ATM protein level (P = 0.226), the cell survival (P = 0.329), or the p53 protein induction (P = 0.158) after IR exposure in the cell lines carrying the variant G5557A in the wild-type, heterozygote, or homozygote state.
As discussed above the comparison of the cell survival between the two groups of BC cases showed that at doses above 2 Gy the LCLs established from the RS-BC cases had a significantly lower survival compared with the LCLs from the non-RS-BC cases. However, when this comparison was made between the LCLs established from the 6 RS-BC and 5 non-RS-BC cases carrying the IVS2277C/IVS48 + 238G variant allele (AH2 haplotype) in the heterozygote state, there was no difference in the dose-adjusted relative cell growth measured 72 h after irradiation (P = 0.105), suggesting a radioprotective effect of this SNP in the LCLs from the RS-BC cases in agreement with the association study results. The 5 LCLs from the clinically RS-BC cases carrying this haplotype also exhibited a lower p53 induction than the 6 LCLs from the RS-BC cases carrying the wild-type AH1 haplotype (P = 0.0165).
| DISCUSSION |
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1%, of AT heterozygotes in the general population (4
, 21
, 42
, 43)
. Only one study has reported previously a higher frequency of ATM germ-line truncating mutations in a BC population. Broeks et al. (37)
found that 6 of 7 ATM mutations, identified in 82 Dutch breast cancer cases characterized by frequent bilateral occurrence, early age of onset, and long-term survival, were truncating mutations. Three of these were the IVS106T>G mutation, which has been associated with an increased risk for breast cancer both in the general population and in high-risk breast cancer families, and which has been traced back to a single ancient mutational event at least 50,000 years ago (44)
. Several ATM missense variants including 3 rare variants, 2 of which have not been reported previously in the ATM mutation database, were detected in this present study. Only analysis of the functional impact of these variants on ATM activity will determine whether they should be considered as mutations or rare polymorphisms. We have not detected any of the specific SNPs or their combinations associated with BC risk as reported previously (15 , 37, 38, 39 , 45) . Two recent studies were also negative for the C3161G or the T2119C variant alleles (46 , 47) . However, the two highly linked polymorphisms, IVS2277 T>C and IVS48 + 238 C>G, were associated with an increased risk of breast cancer when present in the homozygote state. IVS48 + 238 C>G has only been studied previously in relation to BC survival and was not found to be a determinant (48) .9 Our study had a very low statistical power for most of the associations examined for the individual ATM SNPs. Nevertheless, we did observe a general pattern of increased BC risk associated with carrying a haplotype containing any one of the ATM variants studied, which whereas it did not reach statistical significance, deserves testing in larger studies. Moreover, a significant association with BC risk was noted in those individuals carrying variants on both ATM alleles confirming a role for the ATM gene as a BC risk factor.
In our study, cases and controls were recruited from different sources, although from the same residential area. Information on socioeconomic factors were not available to control for possible selection bias. However, the fact that the genotype distributions of cases and controls were in Hardy-Weinberg equilibrium suggests comparability of the two groups. Another limitation of the study is the lack of information on established risk factors for BC. These include factors related to reproductive history, use of exogenous hormones, and anthropometric characteristics linked to habitual diet (49) , and it is planned to overcome these limitations in the continuation of this study.
The association between a specific genotype and the increased risk of developing a cancer raises the question of the functional relevance of the variant allele. To date, few studies have analyzed the functional consequences of the presence of variants on ATM function. The T7271G and IVS106 T>G transversions have been associated with an increased risk of breast cancer. In vivo analysis of p53-serine 15 and BRCA1 phosphorylation in LCLs established from heterozygote carriers has revealed that these missense mutations act in a dominant-negative manner with the wild-type ATM kinase unable to function normally in the presence of the mutant protein. The variant S2592C, first detected in a breast cancer patient, has also been defined as a pathogenic missense mutation based on alterations in ATM function (50) . The mechanistic basis for the present findings of an increased BC risk associated with the IVS2277 T>C/IVS48 + 238 C>G SNPs in the homozygote state remains unclear. The intronic variant IVS48 + 238 C>G appears to generate a very weak additional donor splice site (data not presented); however, no additional transcripts have been detected experimentally in the cell lines carrying this variant. The levels of the ATM mRNA transcript in LCLs carrying these variants have been compared using a semiquantitative real-time PCR approach. The preliminary results suggest that a statistically lower level of transcript is present in the variant carriers [wild-type ATM (5 lines) versus heterozygote (5 lines), P = 0.0005; wild-type ATM (5 lines) versus homozygote (4 lines), P = 0.0009]. The high level of linkage disequilibrium across the ATM gene could also mean that the "causal" variant remains to be determined. Indeed, Bonnen et al. (51) have identified 6 other intronic SNPs that are in linkage disequilibrium with IVS2277 T>C, as is the IVS10294 G>A variant detected in this present study (data not presented). Intronic variants in other genes have also been associated with an increased risk of BC, for instance, the p21-intron 2 polymorphism and the CYP19-intron 4[TTTA]10 repeat allele (52, 53, 54) . However, to date no functional studies have been reported linking an altered protein function or cellular phenotype with the presence of these two polymorphisms.
Of the 16 SNPs studied, 2 showed differences in their allele frequencies between the RS and non-RS-BC cases. The presence of the IVS2277 T>C/IVS48 + 238 C>G SNPs in the heterozygote state was more frequently found in the non-RS-BC cases than in the RS-BC cases suggesting an association of these SNPs with a radioprotective effect against fibrosis in the normal tissue in the radiation field. These associations were independent of having received chemotherapy, which as was also reported by Fiets et al. (55) , enhances the risk of developing an adverse reaction to radiotherapy. This association is supported by the results from the cell survival characteristics of the LCLs established from this group of individuals. In general the LCLs established from the BC cases showed an intermediate cell survival after exposure to IR between that of the normal and the AT cell lines but similar to that seen in the AT heterozygote cell lines. A lower response in the LCLs established from RS-BC cases compared with the LCLs from non-RS-BC cases was also noted. This suggests that genetic alterations influencing these end points may be present in the BC LCLs, with some being specific to the cell lines established from the RS-BC cases and associated with this in vitro phenotype. In the LCLs carrying the IVS2277C/IVS48 + 238G variant allele (AH2 haplotype) associated with the wild-type allele (AH1 haplotype), no difference in the cell survival after exposure to IR was observed between those lines established from the 6 RS-BC and the 5 non-RS-BC cases, providing evidence for a radioprotective effect of this haplotype at the lymphocyte level only in the RS-BC LCLs and experimental support of the SNP association studies. The few LCLs examined, however, means that the results should be interpreted with caution.
The G5557A variant in the homozygote state was, in contrast, associated with enhanced clinical radiosensitivity in breast cancer patients, although no in vitro cellular phenotype has been associated with the presence of this variant in the LCLs studied. A preliminary report on the frequency of AT heterozygotes among prostate cancer patients also found a higher proportion of carriers of an exon 39 polymorphism (G5557A)10 in radiosensitive prostate cancer cases (46%) than in cancer cases who had no severe late effects after radiation therapy (18%) suggesting that this ATM variant might be considered as one risk factor predisposing to adverse normal tissue reactions after radiotherapy. This polymorphism has also been shown to influence the penetrance of hereditary nonpolyposis colorectal cancer in carriers of germ-line MLH1 and MSH2 mutations (57) . To date, no genetic factors that might specifically influence the temporal occurrence of these adverse reactions have been identified, nor is there evidence to suggest that the genetic determinants of early or late reactions are different. Unfortunately, the few individuals within the RS-BC group presenting early, early and late, or late effects does not allow us to assess whether the presence of these variant alleles can impact differentially on the temporal occurrence of these adverse tissue reactions. Approximately 10% of cancer patients show some degree of adverse tissue reactions in response to radiotherapy with the underlying causes of these interindividual variations remaining to be established (58) . Genetically determined intrinsic differences related to the presence of mutations or polymorphisms in genes normally responsible for the detection and the processing of DNA damage produced by IR might greatly influence the interindividual variation seen in the responses to radiation therapy (59 , 60) . For example, a polymorphism in the hHR21 gene (61) , and the association of variant alleles in exon 6 (codon 194) and exon 10 (codon 399) in the XRCC1 gene have been found recently to be associated with an enhanced clinical radiosensitivity (62) . Determining such genetic markers could be helpful in tailoring the treatment dose for each patient, as to date no screening techniques are available that predict normal tissue reactions to conventional radiotherapy protocols.
In our study, we found three major ATM haplotypes representing >80% of the chromosomes studied. This result shows considerable overlap with the ATM haplotypes described previously by Bonnen et al. (51)
and Thorstenson et al. (63)
in which an ancestral chimpanzee ATM sequence was used to determine the root of phylogeny (AH1; Fig. 3
). In another recent study (64)
, the ATM haplotypes were reconstructed based on the genotyping of 6 SNPs in 159 individuals from 83 families with deleterious BRCA1 mutations with similar profiles being found to those described previously. Li et al. (64)
examining the ATM haplotypes in AT patients and non-AT patients also found three haplotypes accounting for 93% of all of the chromosomes studied. It should be noted that the population we have analyzed is more homogenous than that of Bonnen et al. (51)
or Thorstenson et al. (63)
, which could explain in part the difference in the number and the frequency of haplotypes observed between these studies (Fig. 3)
.
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| ACKNOWLEDGMENTS |
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| FOOTNOTES |
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Grant support: "Electricité de France," the "Association pour la Recherche contre le Cancer," and the "Comité Départemental du Rhône de la Ligue Contre le Cancer." This work was carried out during the tenure of Special Training Awards from the International Agency for Research on Cancer (N. M. and D. G. C.).
Notes: Dr. Jongmans is currently in the Laboratory of Experimental Urology, University Medical Center Nijmegen, Nijmegen, The Netherlands. Dr. Cox is currently in the Epidemiology Department, Harvard School of Public Health, Boston, MA. Dr. Gérard is currently in the Centre Antoine-Lacassagne, Nice cedex 2, France.
Requests for reprints: Janet Hall, DNA Repair Group, 150 cours Albert Thomas, Lyon Cedex 08, 69372 France. Phone: 33-472738596; Fax: 33-472738322; E-mail: hall{at}iarc.fr
6 Internet address: http://Igb.unige.ch/arlequin/. ![]()
7 M. Ozturk, unpublished observations. ![]()
8 Internet address: http://www.benaroyaresearch.org/bri_investigators/atm.htm. ![]()
10 Personal communication from Ref. 56
. ![]()
Received 6/24/03. Revised 9/26/03. Accepted 10/ 6/03.
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