Abstract
The role of estrogen receptor beta (ERβ) in breast cancer has been investigated since its identification in 1996. Studies based on protein expression have indicated that ERβ is a favorable prognostic marker. Further, ERβ expression is lower in obese breast cancer patients. Fewer studies have focused on the prognostic impact of ERβ polymorphisms. Therefore, we analyzed the associations between four previously identified haplotype tagging single nucleotide polymorphisms (htSNPs), associated haplo- and diplotypes, and breast cancer-free survival according to body constitution. The patient cohort included 634 women from the prospective breast cancer and blood study (BC Blood study, Sweden) with a median follow-up of 4.92 years. Four htSNPs (i.e., rs4986938, rs1256049, rs1256031, rs3020450) in the ESR2 gene and the correlating haplo- and diplotypes were analyzed and correlated to selected patient and tumor characteristics and to disease-free survival, including stratification for BMI. Based on the four htSNPs, seven haplotypes and eight diplotypes were identified. The patient and tumor characteristics were well-balanced across all geno- and haplotypes. Disease-free survival differed according to rs4986938 and rs1256031 (Log-Rank P = 0.045 and P = 0.041, respectively) and the number of haplotype copies of the wildtype CCGC and TCAC (Log-Rank P = 0.027 and P = 0.038, respectively). In the survival analyses stratified for BMI, significant survival differences between alleles were observed among overweight women (rs4986938 and rs1256031 with Log-Rank P = 0.001 and P = 0.001, respectively). The BMI-stratified survival analyses based on haplotypes showed shorter disease-free survival for overweight women with null copies of CCGC (Log-Rank P = 0.001) and for overweight women with any TCAC copy (Log-Rank P < 0.0001). Markedly impaired disease-free survival was found for genotypes in two out of four ESR2 htSNPs and for two haplotypes. ESR2 polymorphisms seem to divide patients into good and poor survivors based on BMI, stressing the need of taking host factors into consideration in the evaluation of prognostic markers.
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References
Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and power approach to multiple testing. J R Stat Soc 1:289–300
Borgquist S, Holm C, Stendahl M, Anagnostaki L, Landberg G, Jirstrom K (2008) Oestrogen receptors alpha and beta show different associations to clinicopathological parameters and their co-expression might predict a better response to endocrine treatment in breast cancer. J Clin Pathol 61:197–203
Borgquist S, Jirstrom K, Anagnostaki L, Manjer J, Landberg G (2009) Anthropometric factors in relation to different tumor biological subgroups of postmenopausal breast cancer. Int J Cancer 124:402–411. doi:10.1002/ijc.23850
Chae YK, Huang HY, Strickland P, Hoffman SC, Helzlsouer K (2009) Genetic polymorphisms of estrogen receptors alpha and beta and the risk of developing prostate cancer. PLoS ONE 4:e6523. doi:10.1371/journal.pone.0006523
Conroy SM, Maskarinec G, Wilkens LR, White KK, Henderson BE, Kolonel LN (2011) Obesity and breast cancer survival in ethnically diverse postmenopausal women: the Multiethnic Cohort Study. Breast Cancer Res Treat 129:565–574. doi:10.1007/s10549-011-1468-4
Cox DG, Bretsky P, Kraft P, Pharoah P, Albanes D, Altshuler D, Amiano P, Berglund G, Boeing H, Buring J, Burtt N, Calle EE, Canzian F, Chanock S, Clavel-Chapelon F, Colditz GA, Feigelson HS, Haiman CA, Hankinson SE, Hirschhorn J, Henderson BE, Hoover R, Hunter DJ, Kaaks R, Kolonel L, LeMarchand L, Lund E, Palli D, Peeters PH, Pike MC, Riboli E, Stram DO, Thun M, Tjonneland A, Travis RC, Trichopoulos D, Yeager M (2008) Haplotypes of the estrogen receptor beta gene and breast cancer risk. Int J Cancer 122:387–392. doi:10.1002/ijc.23127
Ewertz M, Jensen MB, Gunnarsdottir KA, Hojris I, Jakobsen EH, Nielsen D, Stenbygaard LE, Tange UB, Cold S (2011) Effect of obesity on prognosis after early-stage breast cancer. J Clin Oncol 29:25–31. doi:10.1200/JCO.2010.29.7614
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
Gold B, Kalush F, Bergeron J, Scott K, Mitra N, Wilson K, Ellis N, Huang H, Chen M, Lippert R, Halldorsson BV, Woodworth B, White T, Clark AG, Parl FF, Broder S, Dean M, Offit K (2004) Estrogen receptor genotypes and haplotypes associated with breast cancer risk. Cancer Res 64:8891–8900. doi:10.1158/0008-5472.CAN-04-1256
Goodwin PJ, Pritchard KI (2010) Obesity and hormone therapy in breast cancer: an unfinished puzzle. J Clin Oncol 28:3405–3407. doi:10.1200/JCO.2010.29.5113
Goulart AC, Zee RY, Rexrode KM (2009) Association of estrogen receptor 2 gene polymorphisms with obesity in women (obesity and estrogen receptor 2 gene). Maturitas 62:179–183. doi:10.1016/j.maturitas.2008.11.006
Gruvberger-Saal SK, Bendahl PO, Saal LH, Laakso M, Hegardt C, Eden P, Peterson C, Malmstrom P, Isola J, Borg A, Ferno M (2007) Estrogen receptor beta expression is associated with tamoxifen response in ERalpha-negative breast carcinoma. Clin Cancer Res 13:1987–1994. doi:10.1158/1078-0432.CCR-06-1823
Hartman J, Strom A, Gustafsson JA (2009) Estrogen receptor beta in breast cancer—diagnostic and therapeutic implications. Steroids 74:635–641. doi:10.1016/j.steroids.2009.02.005
Jernstrom H, Bageman E, Rose C, Jonsson PE, Ingvar C (2009) CYP2C8 and CYP2C9 polymorphisms in relation to tumour characteristics and early breast cancer related events among 652 breast cancer patients. Br J Cancer 101:1817–1823. doi:10.1038/sj.bjc.6605428
Lundin KB, Henningson M, Hietala M, Ingvar C, Rose C, Jernstrom H (2011) Androgen receptor genotypes predict response to endocrine treatment in breast cancer patients. Br J Cancer 105:1676–1683. doi:10.1038/bjc.2011.441
Mansur Ade P, Nogueira CC, Strunz CM, Aldrighi JM, Ramires JA (2005) Genetic polymorphisms of estrogen receptors in patients with premature coronary artery disease. Arch Med Res 36:511–517. doi:10.1016/j.arcmed.2005.04.002
Markkula A, Bromee A, Henningson M, Hietala M, Ringberg A, Ingvar C, Rose C, Jernstrom H (2012) Given breast cancer, does breast size matter? Data from a prospective breast cancer cohort. Cancer Causes Control 23:1307–1316. doi:10.1007/s10552-012-0008-9
Markkula A, Hietala M, Henningson M, Ingvar C, Rose C, Jernstrom H (2012) Clinical profiles predict early nonadherence to adjuvant endocrine treatment in a prospective breast cancer cohort. Cancer Prev Res (Phila) 5:735–745. doi:10.1158/1940-6207.CAPR-11-0442
Matthews J, Wihlen B, Tujague M, Wan J, Strom A, Gustafsson JA (2006) Estrogen receptor (ER) beta modulates ERalpha-mediated transcriptional activation by altering the recruitment of c-Fos and c-Jun to estrogen-responsive promoters. Mol Endocrinol 20:534–543. doi:10.1210/me.2005-0140
McShane LM, Altman DG, Sauerbrei W, Taube SE, Gion M, Clark GM (2006) REporting recommendations for tumor MARKer prognostic studies (REMARK). Breast Cancer Res Treat 100:229–235. doi:10.1007/s10549-006-9242-8
Nilsson S, Gustafsson JA (2011) Estrogen receptors: therapies targeted to receptor subtypes. Clin Pharmacol Ther 89:44–55. doi:10.1038/clpt.2010.226
Niraula S, Ocana A, Ennis M, Goodwin PJ (2012) Body size and breast cancer prognosis in relation to hormone receptor and menopausal status: a meta-analysis. Breast Cancer Res Treat 134:769–781. doi:10.1007/s10549-012-2073-x
Ringberg A, Bageman E, Rose C, Ingvar C, Jernstrom H (2006) Of cup and bra size: reply to a prospective study of breast size and premenopausal breast cancer incidence. Int J Cancer 119:2242–2243; author reply 2244. doi:10.1002/ijc.22104
Rody A, Holtrich U, Solbach C, Kourtis K, von Minckwitz G, Engels K, Kissler S, Gatje R, Karn T, Kaufmann M (2005) Methylation of estrogen receptor beta promoter correlates with loss of ER-beta expression in mammary carcinoma and is an early indication marker in premalignant lesions. Endocr Relat Cancer 12:903–916. doi:10.1677/erc.1.01088
Saltiki K, Mantzou E, Doukas C, Kanakakis I, Zotos P, Lazaros L, Georgiou I, Alevizaki M (2009) Estrogen receptor beta gene variants may be associated with more favorable metabolic profile in postmenopausal women undergoing coronary angiography. Exp Clin Endocrinol Diabetes 117:610–615
Sestak I, Distler W, Forbes JF, Dowsett M, Howell A, Cuzick J (2010) Effect of body mass index on recurrences in tamoxifen and anastrozole treated women: an exploratory analysis from the ATAC trial. J Clin Oncol 28:3411–3415. doi:10.1200/JCO.2009.27.2021
Sotoca AM, van den Berg H, Vervoort J, van der Saag P, Strom A, Gustafsson JA, Rietjens I, Murk AJ (2008) Influence of cellular ERalpha/ERbeta ratio on the ERalpha-agonist induced proliferation of human T47D breast cancer cells. Toxicol Sci 105:303–311. doi:10.1093/toxsci/kfn141
Speirs V, Green AR, Hughes TA, Ellis IO, Saunders PT, Shaaban AM (2008) Clinical importance of estrogen receptor beta isoforms in breast cancer. J Clin Oncol 26:5825; author reply 5825–5826. doi:10.1200/JCO.2008.19.5909
Stepanow S, Reichwald K, Huse K, Gausmann U, Nebel A, Rosenstiel P, Wabitsch M, Fischer-Posovszky P, Platzer M (2011) Allele-specific, age-dependent and BMI-associated DNA methylation of human MCHR1. PLoS ONE 6:e17711. doi:10.1371/journal.pone.0017711
Tao MH, Marian C, Nie J, Ambrosone C, Krishnan SS, Edge SB, Trevisan M, Shields PG, Freudenheim JL (2011) Body mass and DNA promoter methylation in breast tumors in the Western New York Exposures and Breast Cancer Study. Am J Clin Nutr 94:831–838. doi:10.3945/ajcn.110.009365
Tsezou A, Tzetis M, Gennatas C, Giannatou E, Pampanos A, Malamis G, Kanavakis E, Kitsiou S (2008) Association of repeat polymorphisms in the estrogen receptors alpha, beta (ESR1, ESR2) and androgen receptor (AR) genes with the occurrence of breast cancer. Breast 17:159–166. doi:10.1016/j.breast.2007.08.007
Williams C, Edvardsson K, Lewandowski SA, Strom A, Gustafsson JA (2008) A genome-wide study of the repressive effects of estrogen receptor beta on estrogen receptor alpha signaling in breast cancer cells. Oncogene 27:1019–1032. doi:10.1038/sj.onc.1210712
Yager JD, Davidson NE (2006) Estrogen carcinogenesis in breast cancer. N Engl J Med 354:270–282. doi:10.1056/NEJMra050776
Yu KD, Rao NY, Chen AX, Fan L, Yang C, Shao ZM (2011) A systematic review of the relationship between polymorphic sites in the estrogen receptor-beta (ESR2) gene and breast cancer risk. Breast Cancer Res Treat 126:37–45. doi:10.1007/s10549-010-0891-2
Acknowledgments
We want to thank all the participants in this study. We also wish to thank the following research nurses for their work in the data collection: Annette Möller, Karin Henriksson, Anna Weddig, Linda Ågren, and Maj-Britt Hedenblad. We would like to acknowledge Sol-Britt Olsson, Erika Bågeman, Anita Schmidt Casslén, and Kristina Lövgren for handling the blood samples and the DNA extraction.
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The authors declare that they have no conflict of interest.
Funding
Funding for this study was provided by grants from the Swedish Cancer Society, the Swedish Research Council, the Mrs. Berta Kamprad Cancer Foundation, Lund University Hospital Fund, the Gunnar Nilsson Foundation, the Konung Gustav V:s Jubileumsfond, the GA’s Donation for Breast Cancer Research, the 1049 Fund at the Lund Oncology Clinic, the Region Skåne ALF, the Medical Faculty of Lund University, and BRO.
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Borgquist, S., Hjertberg, M., Henningson, M. et al. Given breast cancer, is fat better than thin? Impact of the estrogen receptor beta gene polymorphisms. Breast Cancer Res Treat 137, 849–862 (2013). https://doi.org/10.1007/s10549-012-2367-z
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DOI: https://doi.org/10.1007/s10549-012-2367-z