Materials and methods
One hundred and fifty-three patients with histological confirmed invasive ductal carcinoma who underwent surgery were taken into this study. Paraffin embedded cancer tissue was obtained from hospitals as well as clinical and follow-up information for these patients. All patients gave their consent for the use of their paraffin embedded tissue, and the study was approved by the Ethics Committee of the University of Medicine and Pharmacy “Victor Babes” from Timisoara, Romania. The median follow-up time was 40.5 months. The mean age at diagnosis in the patient group was 57 (range 23–88) years. Clinical stage distribution, according to WHO classification (Rosai 2004), was as follows: 15% of the patients had stage I disease, 63.4% had stage II, 20.3% had stage III, and 1.3% had stage IV. About one third (36.6%) of patients had positive immunohistochemical ER status, 27.5% had positive PR status, and 19% had both ER and PR positive status.
Three hundred and eighteen blood samples from Romanian Caucasian female volunteer donors were analyzed as controls. Mean age in controls was 51, ranging between 35 and 66.
Laboratory analysis
Genomic DNA from blood samples was isolated using the QIAamp DNA Blood Mini Kit (QIAGEN, Valencia, CA, USA) following manufacturer’s instructions. A simple protocol for DNA extraction from paraffin blocks was used, available online at http://www.bioon.com/experiment/nua/. Briefly, 20 μm × 10 μm sections were deparaffinated by incubating with xylene at 55°C followed by 100% ethanol precipitation. After overnight incubation with 0.5 mg/ml proteinase K, DNA was extracted using the organic extraction method with phenol:cloroform:isoamyl alcohol followed by ethanol precipitation. DNA was recovered in 25 μl of TE buffer by overnight incubation at room temperature.
Three different regions were amplified by PCR, one region containing the CAG repeat in the AR gene, one region containing the TA repeat in the ERα gene, and another region containing the CA repeat in the ERβ gene. Primers and PCR conditions were the same as those described by Westberg et al. (2001), the only difference being that we used HotStar Taq Polymerase (QIAGEN, Valencia, CA, USA) and nonlabeled primers.
PCR products were separated by 6% high-resolution denaturing polyacrylamide gel electrophoresis in a PROTEAN II xi CELL (BIO-RAD, Hercules, CA, USA) electrophoresis system, followed by silver staining. In order to determine allele sizes, pGEM DNA Markers (Promega, Madison, WI, USA) were run together with PCR products. Allele determination was performed by scanning the gels with a GS-710 Calibrated Imaging Densitometer (BIO-RAD, Hercules, CA, USA) followed by sizing with the aid of the Quantity One-The Discovery Series v.4.0.1. (BIO-RAD, Hercules, CA, USA) software, taking the pGEM DNA Markers (Promega) as size standards. Electrophoresis and alleles determinations were performed at least twice to ensure consistency of results.
HE-stained histological slides were prepared from all paraffin embedded blocks in order to confirm the cancer type described in patient’s records. Immunohistochemical quantification was performed for ER and PR in a DakoCytomation Autostainer Instrument (DakoCytomation, Glostrup, Denmark) using monoclonal mouse anti-human ERα antibody and monoclonal mouse anti-human PR clone PgR 636 for ER and PR (DakoCytomation, Glostrup, Denmark), respectively, according to the manufacturer’s instructions.
Statistical analysis
The CAG repeat data were analyzed in three categories: the number of CAG repeats in allele 1, the number of CAG repeats in allele 2, and the total of CAG repeats in both alleles. For heterozygous samples, allele 1 was the allele with the fewer number of CAG repeats. The three numerical CAG variables were classified into dichotomous groups using the median of each variable in the control group as cut-off point. A similar procedure was applied for TA and CA repeats variables. Associations between CAG, TA, and CA variables and breast cancer were assessed using univariate logistic regression. Odds ratios (OR) and their 95% confidence intervals (CI) were calculated.
The independent variables that were statistically significant were entered into multivariate logistic regression models. Using backward elimination procedures, the most parsimonious multivariate logistic model was produced for predicting breast cancer. Crude ORs were then adjusted for age as a potential confounder. All P values were calculated based on two-sided statistical tests.
Statistical analyses were performed using Epi Info v. 3.2.2 or SPSS v.10 software.
Discussion
We investigated the potential link between breast cancer and three tandem repeats (CAG, TA, and CA) in the AR, ERα, and ERβ genes, respectively, in a group of 153 patients. Several studies investigated these polymorphic repeats separately in different pathologies including breast cancer, but to our knowledge, no one investigated them together till date. Association studies between AR CAG repeat length and breast cancer displayed inconsistent results, some reporting a strong association between long CAG repeats and breast cancer (Rebbeck et al. 1999; Haiman et al. 2002; Elhaji et al. 2001; Giguere et al. 2001; Yu et al. 2000) while other studies showing no association (Spurdle et al. 1999; Kadouri et al. 2001; Menin et al. 2001; Given et al. 2000; Dagan et al. 2002), although in vitro studies demonstrated that long fragments of CAG repeats are associated with a low function of the AR (Chamberlain et al. 1994; Irvine et al. 2000). Investigating the potential role of CAG repeats in female breast cancer is difficult because of the presence of two alleles and the random chromosome X inactivation. Moreover, in breast tissue, estrogens appear to be the predominant hormonal regulator, although ERβ CA repeats seem to influence serum androgen levels in women (Westberg et al. 2001). CA polymorphic repeats in the ERβ gene were also associated with bone mineral density in women (Ogawa et al. 2000) while others found no association between this tandem repeat and risk of breast cancer (Forsti et al. 2003). The polymorphic TA repeat in the promoter region of ERα gene has been associated with coronary heart disease (Kunnas et al. 2000) and anxiety (Comings et al. 1999) in men, and with bone mineral density (Becherini et al. 2000; Langdahl et al. 2000), familiar premature ovarian dysfunction (Syrrou et al. 1999), and endometriosis (Georgiou et al. 1999) in women. To our knowledge, till date, no studies were conducted to investigate the potential role of ERα gene TA repeats in breast cancer.
All three sexual hormone receptors (AR, ERα, ERβ) mediate the hormone response at breast tissue level, having possible pathological implications in breast cancer development. Although the functional role of the three tandem repeats investigated here (CAG for AR, TA for ERα, and CA for ERβ) is not clearly understood, they may influence the expression of these genes.
In order to overcome the difficulties of having two alleles per polymorphic repeat, we analyzed each allele as a separate variant, as well as the CAG, TA, and CA repeats sum of alleles, in a regression model composed of the most relevant variables for each tandem repeat. In our logistic regression model, CAGsum (≥28), TA2 (<23) and CA2 (<23) repeats were independently associated with breast cancer. According to the Nagelkerke’s R 2 value, 32% of the variance in breast cancer was explained by the three covariates mentioned above.
The overall success of this model in predicting breast cancer cases, based on the classification table, was 74.1% for a cut value of 0.5. After adjusting for age as a potential confounder, CA2 variable presented a marginal statistic significance (P=0.62) and was rejected from the model. Thus, age is a confounder for CA2 repeats by changing the OR of this covariate by 13%.
We believe that a limitation of our study is the number of cases that may have influenced the exclusion of some of the covariates in multivariate logistic regression modeling. Further investigation using a larger sample of cases will probably enlarge the number of covariates associated with better prediction values.
Our results lead to the possible conclusion that the combination of longer CAGsum repeats (≥28), shorter TA2 (<23) and shorter CA2 (<23) repeats may represent a characteristic genetic profile for breast cancer. This supports the idea of an associative action of sexual hormones in breast cancer.
Acknowledgment
This work was supported by VIASAN Program grant no. 159/2002 from the Romanian Academy of Medical Sciences.
Footnotes
This paper was initially submitted with an additional co-author who withdrew the co-authorship during the review process. All listed authors have now signed that they agree with the content of the current paper.
References
- Antoniou AC, Pharoah PD, McMullan G, Day NE, Ponder BA, Easton D (2001) Evidence for further breast cancer susceptibility genes in addition to BRCA1 and BRCA2 in a population-based study. Genet Epidemiol 21:1–18 [DOI] [PubMed] [Google Scholar]
- Bayer-Garner IB, Smoller B (2000) Androgen receptors: a marker to increase sensitivity for identifying breast cancer in skin metastasis of unknown primary site. Mod Pathol 13:119–122 [DOI] [PubMed] [Google Scholar]
- Beato M, Herrlich P, Schutz G (1995) Steroid hormone receptors: many actors in search of a plot. Cell 83:851–857 [DOI] [PubMed] [Google Scholar]
- Becherini L, Gennari L, Masi L (2000) Evidence of a linkage disequilibrium between polymorphisms in the human estrogen receptor alpha gene and their relationship to bone mass variation in postmenopausal Italian women. Hum Mol Genet 9:2043–2050 [DOI] [PubMed] [Google Scholar]
- Berrino F, Muti P, Micheli A, Bolelli G, Krogh V, Sciajno R, Pisani P, Panico S, Secreto G (1996) Serum sex hormone levels after menopause and subsequent breast cancer. J Natl Cancer Inst 88:291–296 [DOI] [PubMed] [Google Scholar]
- Bryan RM, Mercer RJ, Bennett RC, Rennie GC, Lie TH, Morgan FJ (1984) Androgen receptors in breast cancer. Cancer 54:2436–2440 [DOI] [PubMed] [Google Scholar]
- Brys M, Wojcik M, Romanowicz-Makowska H, Krajewska WM (2002) Androgen receptor status in female breast cancer: RT-PCR and Western blot studies. J Cancer Res Clin Oncol 128:85–90 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cauley JA, Lucas FL, Kuller LH, Stone K, Browner W, Cummings SR (1999) Elevated serum estradiol and testosterone concentrations are associated with a high risk for breast cancer: study of Osteoporotic Fractures Research Group. Ann Intern Med 130:270–277 [DOI] [PubMed] [Google Scholar]
- Chamberlain NL, Driver ED, Miesfeld RL (1994) The length and location of CAG trinucleotide repeats in the androgen receptor N-terminal domain affect transactivation function. Nucleic Acids Res 22:3181–3186 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Comings DE (1998) Polygenic inheritance and micro/minisatellites. Mol Psychiatry 3:21–31 [DOI] [PubMed] [Google Scholar]
- Comings DE, Muhleman D, Johnson P, MacMurray JP (1999) Potential role of the estrogen receptor gene (ESR1) in anxiety. Mol Psychiatry 4:374–377 [DOI] [PubMed] [Google Scholar]
- Dagan E, Friedman E, Paperna T, Carmi N, Gershoni-Baruch R (2002) Androgen receptor CAG repeat length in Jewish Israeli women who are BRCA1/2 mutation carriers: association with breast/ovarian cancer phenotype. Eur J Hum Genet 10:724–728 [DOI] [PubMed] [Google Scholar]
- Dorgan JF, Longcope C, Stephenson HE Jr, Falk RT, Miller R, Franz C, Kahle L, Campbell WS, Tangrea JA, Schatzkin A (1996) Relation of prediagnostic serum estrogen and androgen levels to breast cancer risk. Cancer Epidemiol Biomarkers Prev 5:533–539 [PubMed] [Google Scholar]
- Elhaji YA, Gottlieb B, Lumbroso R, Beitel LK, Foulkes WD, Pinsky L, Trifiro MA (2001) The polymorphic CAG repeat of the androgen receptor gene: a potential role in breast cancer in women over 40. Breast Cancer Res Treat 70:109–116 [DOI] [PubMed] [Google Scholar]
- Forsti A, Zhao C, Israelsson E, Dahlman-Wright K, Gustafsson JA, Hemminki K (2003) Polymorphisms in the estrogen receptor beta gene and risk of breast cancer: no association. Breast Cancer Res Treat 79:409–413 [DOI] [PubMed] [Google Scholar]
- Garland CF, Friedlander NJ, Barrett-Connor E, Khaw KT (1992) Sex hormones and postmenopausal breast cancer: a prospective study in an adult community. Am J Epidemiol 135:1220–1230 [DOI] [PubMed] [Google Scholar]
- Georgiou I, Syrrou M, Bouba I (1999) Association of estrogen receptor gene polymorphisms with endometriosis. Fertil Steril 72:164–166 [DOI] [PubMed] [Google Scholar]
- Giguere Y, Dewailly E, Brisson J, Ayotte P, Laflamme N, Demers A, Forest VI, Dodin S, Robert J, Rousseau F (2001) Short polyglutamine tracts in the androgen receptor are protective against breast cancer in the general population. Cancer Res 61:5869–5874 [PubMed] [Google Scholar]
- Given HF, Radbourne R, Oag H, Merritt S, Barclay E, Hanby AM, Lamlum H, McGrath J, Curran C, Tomlinson IP (2000) The androgen receptor exon 1 trinucleotide repeat does not act as a modifier of the age of presentation in breast cancer. Eur J Cancer 36:533–534 [DOI] [PubMed] [Google Scholar]
- Hackenberg R, Hofmann J, Holzel F, Schulz KD (1988) Stimulatory effects of androgen and antiandrogen on the in vitro proliferation of human mammary carcinoma cells. J Cancer Res Clin Oncol 114:593–601 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Haiman CA, Brown M, Hankinson SE, Spiegelman D, Colditz GA, Willett WC, Kantoff PW, Hunter DJ (2002) The androgen receptor CAG repeat polymorphism and risk of breast cancer in the Nurses’ Health Study. Cancer Res 62:1045–1049 [PubMed] [Google Scholar]
- Hall RE, Aspinall JO, Horsfall DJ, Birrell SN, Bentel JM, Sutherland RL, Tilley WD (1996) Expression of the androgen receptor and an androgen-responsive protein, apolipoprotein D, in human breast cancer. Br J Cancer 74:1175–1180 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hankinson SE, Willett WC, Manson JE, Colditz GA, Hunter DJ, Spiegelman D, Barbieri RL, Speizer FE (1998) Plasma sex steroid hormone levels and risk of breast cancer in postmenopausal women. J Natl Cancer Inst 90:1292–1299 [DOI] [PubMed] [Google Scholar]
- Irvine RA, Ma H, Yu MC, Ross RK, Stallcup MR, Coetzee GA (2000) Inhibition of p 160-mediated coactivation with increasing androgen receptor polyglutamine length. Hum Mol Genet 9:267–274 [DOI] [PubMed] [Google Scholar]
- Jensen EV, Jacobson HI (1962) Basic guides to the mechanism of estrogen action. Recent Prog Horm Res 18:387–414 [Google Scholar]
- Jenster J, van der Korput HA, Trapman J, Brinkmann AO (1995) Identification of two transcription activation units in the N-terminal domain of the human androgen receptor. J Biol Chem 270:7341–7346 [DOI] [PubMed] [Google Scholar]
- Kadouri L, Easton DF, Edwards S, Hubert A, Kote-Jarai Z, Glaser B, Durocher F, Abeliovich D, Peretz T, Eeles RA (2001) CAG and GGC repeat polymorphisms in the androgen receptor gene and breast cancer susceptibility in BRCA1/2 carriers and non-carriers. Br J Cancer 85:36–40 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kuenen-Boumeester V, van der Kwast TH, van Putten WL, Claasen C, van Ooijen B, Henzen-Logmans SC (1992) Immunohistochemical determination of androgen receptors in relation to estrogen and progesterone receptors in female breast cancer. Int J Cancer 52:581–584 [DOI] [PubMed] [Google Scholar]
- Kunnas TA, Laippala P, Penttila A, Lehtimaki T, Karhunen PJ (2000) Association of polymorphism of human alpha oestrogen receptor gene with coronary artery disease in men: a necropsy study. Br Med J 321:273–274 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Langdahl BL, Lokke E, Carstens M, Stenkjaer LL, Eriksen EF (2000) A TA repeat polymorphism in the estrogen receptor gene is associated with osteoporotic fractures but polymorphisms in the first exon and intron are not. J Bone Miner Res 15:2222–2230 [DOI] [PubMed] [Google Scholar]
- Lea OA, Kvinnsland S, Thorsen T (1989) Improved measurement of androgen receptors in human breast cancer. Cancer Res 49:7162–7167 [PubMed] [Google Scholar]
- Lichtenstein P, Holm NV, Verkasalo PK, Iliadou A, Kaprio J, Koskenvuo M, Pukkala E, Skytthe A, Hemminki K (2000) Environmental and heritable factors in the causation of cancer-analyses of cohorts of twins from Sweden, Denmark and Finland. N Engl J Med 343:78–85 [DOI] [PubMed] [Google Scholar]
- Mangelsdorf DJ, Thummel C, Beato M, Herrlich P, Schutz G, Umesono K, Blumberg B, Kastner P, Mark M, Chambon P, Evans RM (1995) The nuclear receptor superfamily: the second decade. Cell 83:835–839 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Marugo M, Bernasconi D, Miglietta L, Fazzuoli L, Ravera F, Cassulo S, Giordano G (1992) Effects of dihydrotestosterone and hydroxyflutamide on androgen receptors in cultured human breast cancer cells (EVSA-T). J Steroid Biochem Mol Biol 42:547–554 [DOI] [PubMed] [Google Scholar]
- Menin C, Banna GL, De Salvo G, Lazzarotto V, De Nicolo A, Agata S, Montagna M, Sordi G, Nicoletto O, Chieco-Bianchi L, D’Andrea E (2001) Lack of association between androgen receptor CAG polymorphism and familial breast/ovarian cancer. Cancer Lett 168:31–36 [DOI] [PubMed] [Google Scholar]
- Ogawa S, Hosoi T, Shiraki M (2000) Association of estrogen receptor b gene polymorphism with bone mineral density. Biochem Biophys Res Commun 269:537–541 [DOI] [PubMed] [Google Scholar]
- Ortmann J, Prifti S, Bohlmann MK, Rehberger-Schneider S, Strowitzki T, Rabe T (2002) Testosterone and 5 alpha-dihydrotestosterone inhibit in vitro growth of human breast cancer cell lines. Gynecol Endocrinol 16:113–120 [PubMed] [Google Scholar]
- Poulin R, Baker D, Labrie F (1988) Androgens inhibit basal and estrogen-induced cell proliferation in the ZR-75-1 human breast cancer cell line. Breast Cancer Res Treat 12:213–225 [DOI] [PubMed] [Google Scholar]
- Rebbeck TR, Kantoff PW, Krithivas K, Neuhausen S, Blackwood MA, Godwin AK, Daly MB, Narod SA, Garber JE, Lynch HT, Weber BL, Brown M (1999) Modification of BRCA1-associated breast cancer risk by the polymorphic androgen-receptor CAG repeat. Am J Hum Genet 64:1371–1377 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rosai J (2004) Rosai and Ackerman’s surgical pathology. C.V. Mosby, St Louis, pp. 2871–2873 [Google Scholar]
- del Senno L, Aguiari GL, Piva R (1992) Dinucleotide repeat polymorphism in the human estrogen receptor (ESR) gene. Hum Mol Genet 1:534 [DOI] [PubMed] [Google Scholar]
- Sommer S, Fuqua SA (2001) Estrogen receptor and breast cancer. Semin Cancer Biol 11:339–352 [DOI] [PubMed] [Google Scholar]
- Soreide JA, Lea OA, Varhaug JE, Skarstein A, Kvinnsland S (1992) Androgen receptors in operable breast cancer: relation to other steroid hormone receptors, correlations to prognostic factors and predictive value for effect of adjuvant tamoxifen treatment. Eur J Surg Oncol 18:112–118 [PubMed] [Google Scholar]
- Spurdle AB, Dite GS, Chen X, Mayne CJ, Southey MC, Batten LE, Chy H, Trute L, McCredie MR, Giles GG, Armes J, Venter DJ, Hopper JL, Chenevix-Trench G (1999) Androgen receptor exon 1 CAG repeat length and breast cancer in women before age forty years. J Natl Cancer Inst 91:961–966 [DOI] [PubMed] [Google Scholar]
- Syrrou M, Georgiou I, Patsalis PC, Bouba I, Adonakis G, Pagoulatos GN (1999) Fragile X premutations and (TA)n estrogen receptor polymorphism in women with ovarian dysfunction. Am J Med Genet 84:306–308 [PubMed] [Google Scholar]
- Thomas HV, Key TJ, Allen DS, Moore JW, Dowsett M, Fentiman IS, Wang DY (1997) A prospective study of endogenous serum hormone concentrations and breast cancer risk in postmenopausal women on the island of Guernsey. Br J Cancer 76:401–405 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tsukamoto K, Inoue S, Hosoi T, Orimo H, Emi M (1998) Isolation and radiation hybrid mapping of dinucleotide repeat polymorphism at the human estrogen receptor beta locus. J Hum Genet 43:73–74 [DOI] [PubMed] [Google Scholar]
- Westberg L, Baghaei F, Rosmond R, Hellstrand M, Landen M, Jansson M, Holm G, Bjorntrop P, Eriksson E (2001) Polymorphisms of the androgen receptor gene and the estrogen receptor β gene are associated with androgen levels in women. J Clin Endocrinol Metab 86(6):2562–2566 [DOI] [PubMed] [Google Scholar]
- White R, Parker MG (1998) Molecular mechanisms of steroid hormone action. Endocr Relat Cancer 5:1–14 [Google Scholar]
- Wysowski DK, Comstock GW, Helsing KJ, Lau HL (1987) Sex hormone levels in serum in relation to the development of breast cancer. Am J Epidemiol 125:791–799 [DOI] [PubMed] [Google Scholar]
- Yu H, Bharaj B, Vassilikos EJ, Giai M, Diamandis EP (2000) Shorter CAG repeat length in the androgen receptor gene is associated with more aggressive forms of breast cancer. Breast Cancer Res Treat 59:153–161 [DOI] [PubMed] [Google Scholar]
- Zava DT, McGuire WL (1977) Estrogen receptors in androgen-induced breast tumor regression. Cancer Res 37:1608–1610 [PubMed] [Google Scholar]
- Zeleniuch-Jacquotte A, Bruning PF, Bonfrer JM, Koenig KL, Shore RE, Kim MY, Pasternack BS, Toniolo P (1997) Relation of serum levels of testosterone and dehydroepiandrosterone sulfate to risk of breast cancer in postmenopausal women. Am J Epidemiol 145:1030–1038 [DOI] [PubMed] [Google Scholar]