Skip to main content
Top
Published in: BMC Cancer 1/2018

Open Access 01-12-2018 | Research article

Observational study on the prognostic value of testosterone and adiposity in postmenopausal estrogen receptor positive breast cancer patients

Authors: Elisabetta Venturelli, Annalisa Orenti, Aline S. C. Fabricio, Giulia Garrone, Roberto Agresti, Biagio Paolini, Chiara Bonini, Massimo Gion, Franco Berrino, Christine Desmedt, Danila Coradini, Elia Biganzoli

Published in: BMC Cancer | Issue 1/2018

Login to get access

Abstract

Background

Despite the clear endocrine-metabolic relationship between androgenic activity and adiposity, the role of androgens in breast cancer prognosis according to patient’s adiposity is scarcely explored. Here, we aimed at investigating the prognostic value of circulating testosterone in association with patient’s body mass index (BMI).

Methods

Circulating testosterone and BMI were evaluated at breast cancer diagnosis in 460 estrogen receptor (ER)-positive postmenopausal patients. Local relapse, distant metastasi(e)s and contralateral breast cancer were considered recurrence events. The Kruskal-Wallis test was performed to evaluate if testosterone levels differed within subgroups of categorical tumour characteristics. The Cox proportional hazard regression model was fitted to estimate the impact of standard prognostic factors on relapse-specific hazard ratio (HR). After backward selection, a model including continuous testosterone level, BMI categories (< 25, normal-weight; =25–30, overweight; ≥30 kg/m2, obese), tumour size and lymph nodes number was fitted. Furthermore, Cox models provided the relapse-specific HRs for median, third quartile and 95th percentile compared to the first quartile of testosterone levels, stratified by BMI categories.

Results

During a median follow up of 6.3 years, 45 patients relapsed. Testosterone levels significantly increased across BMI categories (p = 0.001). Both circulating testosterone and BMI were positively associated with disease free survival (p = 0.005 and p = 0.021, respectively). A significant interaction was found between testosterone and BMI (p = 0.006). For normal-weight women, testosterone concentration around median (0.403 ng/mL) or third quartile (0.532 ng/mL) showed a high significant HR of relapse (5.52; 95% CI:1.65–18.49 and 4.55; 95% CI:1.09–18.98, respectively). Overweight patients showed increased HR at increasing testosterone levels, reaching a significant high HR (4.68; 95% CI:1.39–15.70) for testosterone values of 0.782 ng/mL (95th percentile). For obese patients HR decreased (not significantly) at increased testosterone concentrations, explaining the interaction between testosterone levels and BMI categories.

Conclusions

In ER-positive postmenopausal breast cancer patients, high testosterone levels are associated with worse prognosis in normal-weight and overweight women, whereas in obese seems to be associated with a better outcome. Although the results require further validation, they suggest that assessment of circulating testosterone and BMI could help to identify postmenopausal ER-positive patients at higher risk of relapse and potentially open new therapeutic strategies.
Appendix
Available only for authorised users
Literature
1.
go back to reference Zeleniuch-Jacquotte A, Afanasyeva Y, Kaaks R, Rinaldi S, Scarmo S, Liu M, et al. Premenopausal serum androgens and breast cancer risk: a nested case-control study. Breast Cancer Res. 2012;14:R32.CrossRefPubMedPubMedCentral Zeleniuch-Jacquotte A, Afanasyeva Y, Kaaks R, Rinaldi S, Scarmo S, Liu M, et al. Premenopausal serum androgens and breast cancer risk: a nested case-control study. Breast Cancer Res. 2012;14:R32.CrossRefPubMedPubMedCentral
2.
go back to reference Micheli A, Muti P, Secreto G, Krogh V, Meneghini E, Venturelli E, et al. Endogenous sex hormones and subsequent breast cancer in pre-menopausal women. Int J Cancer. 2004;112:312.CrossRefPubMed Micheli A, Muti P, Secreto G, Krogh V, Meneghini E, Venturelli E, et al. Endogenous sex hormones and subsequent breast cancer in pre-menopausal women. Int J Cancer. 2004;112:312.CrossRefPubMed
3.
go back to reference Kaaks R, Rinaldi S, Key TJ, Berrino F, Peeters PH, Biessy C, et al. Postmenopausal serum androgens, oestrogens and breast cancer risk: the European prospective investigation into cancer and nutrition. Endocr Relat Cancer. 2005;12:1071.CrossRefPubMed Kaaks R, Rinaldi S, Key TJ, Berrino F, Peeters PH, Biessy C, et al. Postmenopausal serum androgens, oestrogens and breast cancer risk: the European prospective investigation into cancer and nutrition. Endocr Relat Cancer. 2005;12:1071.CrossRefPubMed
4.
go back to reference Zeleniuch-Jacquotte A, Shore RE, Koenig KL, Akhmedkhanov A, Afanasyeva Y, Kato I, et al. Postmenopausal levels of estrogen, androgen, and SHBG and breast cancer risk: long-term results of a prospective study. r J Cancer. 2004;90:153. Zeleniuch-Jacquotte A, Shore RE, Koenig KL, Akhmedkhanov A, Afanasyeva Y, Kato I, et al. Postmenopausal levels of estrogen, androgen, and SHBG and breast cancer risk: long-term results of a prospective study. r J Cancer. 2004;90:153.
5.
go back to reference Key TJ, Appleby PN, Reeves GK. Endogenous Hormones Breast Cancer Collaborative Group Endogenous sex hormones and breast cancer in postmenopausal women: reanalysis of nine prospective studies. J Natl Cancer Inst. 2002;94:606.CrossRefPubMed Key TJ, Appleby PN, Reeves GK. Endogenous Hormones Breast Cancer Collaborative Group Endogenous sex hormones and breast cancer in postmenopausal women: reanalysis of nine prospective studies. J Natl Cancer Inst. 2002;94:606.CrossRefPubMed
6.
go back to reference Sieri S, Krogh V, Bolelli G, Abagnato CA, Grioni S, Pala V, et al. Sex hormone levels, breast cancer risk, and cancer receptor status in postmenopausal women: the ORDET cohort. Cancer Epidemiol Biomark Prev. 2009;18:169.CrossRef Sieri S, Krogh V, Bolelli G, Abagnato CA, Grioni S, Pala V, et al. Sex hormone levels, breast cancer risk, and cancer receptor status in postmenopausal women: the ORDET cohort. Cancer Epidemiol Biomark Prev. 2009;18:169.CrossRef
7.
go back to reference Farhat GN, Cummings SR, Chlebowski RT, Parimi N, Cauley JA, Rohan TE, et al. Sex hormone levels and risks of estrogen receptor-negative and estrogen receptor-positive breast cancers. J Natl Cancer Inst. 2011;103:562.CrossRefPubMedPubMedCentral Farhat GN, Cummings SR, Chlebowski RT, Parimi N, Cauley JA, Rohan TE, et al. Sex hormone levels and risks of estrogen receptor-negative and estrogen receptor-positive breast cancers. J Natl Cancer Inst. 2011;103:562.CrossRefPubMedPubMedCentral
8.
go back to reference Secreto G, Venturelli E, Pasanisi P, Berrino F. Androgens and breast cancer. The hyperandrogenic theory of breast cancer: past, present and future. In: Ardis LI, editor. Testosterone Reserch Trends. New York: Nova Science Publishers; 2007. p. 105–38. Secreto G, Venturelli E, Pasanisi P, Berrino F. Androgens and breast cancer. The hyperandrogenic theory of breast cancer: past, present and future. In: Ardis LI, editor. Testosterone Reserch Trends. New York: Nova Science Publishers; 2007. p. 105–38.
9.
go back to reference Emond JA, Patterson RE, Natarajan L, Laughlin GA, Gold EB, Pierce JP. Sex hormone concentrations and the risk of breast cancer recurrence in postmenopausal women without hot flashes. Cancer Epidemiol Biomark Prev. 2011;20:939.CrossRef Emond JA, Patterson RE, Natarajan L, Laughlin GA, Gold EB, Pierce JP. Sex hormone concentrations and the risk of breast cancer recurrence in postmenopausal women without hot flashes. Cancer Epidemiol Biomark Prev. 2011;20:939.CrossRef
10.
go back to reference Micheli A, Meneghini E, Secreto G, Berrino F, Venturelli E, Cavalleri A, et al. Plasma testosterone and prognosis of postmenopausal breast Cancer patients. J Clin Oncol. 2007;25:2685.CrossRefPubMed Micheli A, Meneghini E, Secreto G, Berrino F, Venturelli E, Cavalleri A, et al. Plasma testosterone and prognosis of postmenopausal breast Cancer patients. J Clin Oncol. 2007;25:2685.CrossRefPubMed
11.
go back to reference Berrino F, Pasanisi P, Bellati C, Venturelli E, Krogh V, Mastroianni A, et al. Serum testosterone levels and breast cancer recurrence. Int J Cancer. 2005;113:499.CrossRefPubMed Berrino F, Pasanisi P, Bellati C, Venturelli E, Krogh V, Mastroianni A, et al. Serum testosterone levels and breast cancer recurrence. Int J Cancer. 2005;113:499.CrossRefPubMed
12.
go back to reference McTiernan A, Wu L, Chen C, Chlebowski R, Mossavar-Rahmani Y, Modugno F, Perri MG, et al. Women's Health Initiative investigators. Relation of BMI and physical activity to sex hormones in postmenopausal women. Obesity. 2006;14:1662.CrossRefPubMed McTiernan A, Wu L, Chen C, Chlebowski R, Mossavar-Rahmani Y, Modugno F, Perri MG, et al. Women's Health Initiative investigators. Relation of BMI and physical activity to sex hormones in postmenopausal women. Obesity. 2006;14:1662.CrossRefPubMed
13.
go back to reference Mongraw-Chaffin ML, Anderson CA, Allison MA, Ouyang P, Szklo M, Vaidya D, Woodward M, Golden SH. Association between sex hormones and adiposity: qualitative differences in women and men in the multi-ethnic study of atherosclerosis. J Clin Endocrinol Metab. 2015;100:E596.CrossRefPubMedPubMedCentral Mongraw-Chaffin ML, Anderson CA, Allison MA, Ouyang P, Szklo M, Vaidya D, Woodward M, Golden SH. Association between sex hormones and adiposity: qualitative differences in women and men in the multi-ethnic study of atherosclerosis. J Clin Endocrinol Metab. 2015;100:E596.CrossRefPubMedPubMedCentral
14.
go back to reference Secreto G, Venturelli E, Meneghini E, Greco M, Ferraris C, Gion M, et al. Testosterone and biological characteristics of breast cancers in postmenopausal women. Cancer Epidemiol Biomark Prev. 2009;18:2942.CrossRef Secreto G, Venturelli E, Meneghini E, Greco M, Ferraris C, Gion M, et al. Testosterone and biological characteristics of breast cancers in postmenopausal women. Cancer Epidemiol Biomark Prev. 2009;18:2942.CrossRef
16.
go back to reference Chen GC, Chen SJ, Zhang R, Hidayat K, Qin JB, Zhang YS, Qin LQ. Central obesity and risks of pre- and postmenopausal breast cancer: a dose-response meta-analysis of prospective studies. Obes Rev. 2016;17:1167.CrossRefPubMed Chen GC, Chen SJ, Zhang R, Hidayat K, Qin JB, Zhang YS, Qin LQ. Central obesity and risks of pre- and postmenopausal breast cancer: a dose-response meta-analysis of prospective studies. Obes Rev. 2016;17:1167.CrossRefPubMed
17.
go back to reference Azrad M, Demark-Wahnefried W. The association between adiposity and breast cancer recurrence and survival: a review of the recent literature. Curr Nutr Rep. 2014;3:9.CrossRefPubMedPubMedCentral Azrad M, Demark-Wahnefried W. The association between adiposity and breast cancer recurrence and survival: a review of the recent literature. Curr Nutr Rep. 2014;3:9.CrossRefPubMedPubMedCentral
18.
go back to reference Tchernof A, Després JP. Pathophysiology of human visceral obesity: an update. Physiol Rev. 2013;93:359.CrossRefPubMed Tchernof A, Després JP. Pathophysiology of human visceral obesity: an update. Physiol Rev. 2013;93:359.CrossRefPubMed
19.
go back to reference Kahn BB, Flier JS. Obesity and insulin resistance. Clin Invest. 2000;106:473.CrossRef Kahn BB, Flier JS. Obesity and insulin resistance. Clin Invest. 2000;106:473.CrossRef
20.
go back to reference Picon-Ruiz M, Morata-Tarifa C, Valle-Goffin JJ, Friedman ER, Slingerland JM. Obesity and adverse breast cancer risk and outcome: mechanistic insights and strategies for intervention. CA Cancer J Clin. 2017;67:378.CrossRefPubMedPubMedCentral Picon-Ruiz M, Morata-Tarifa C, Valle-Goffin JJ, Friedman ER, Slingerland JM. Obesity and adverse breast cancer risk and outcome: mechanistic insights and strategies for intervention. CA Cancer J Clin. 2017;67:378.CrossRefPubMedPubMedCentral
21.
go back to reference Janssen I, Powell LH, Jasielec MS, Kazlauskaite R. Covariation of change in bioavailable testosterone and adiposity in midlife women. Obesity. 2015;23:488.CrossRefPubMed Janssen I, Powell LH, Jasielec MS, Kazlauskaite R. Covariation of change in bioavailable testosterone and adiposity in midlife women. Obesity. 2015;23:488.CrossRefPubMed
22.
go back to reference Janssen I, Powell LH, Kazlauskaite R, Dugan SA. Testosterone and visceral fat in midlife women: the study of Women’s health across the nation (SWAN) fat patterning study. Obesity. 2010;18:604–10.CrossRefPubMed Janssen I, Powell LH, Kazlauskaite R, Dugan SA. Testosterone and visceral fat in midlife women: the study of Women’s health across the nation (SWAN) fat patterning study. Obesity. 2010;18:604–10.CrossRefPubMed
23.
24.
go back to reference Wallace R, McKinley MC, Bell PM, Hunter SJ. Sex hormone binding globulin and insulin resistance. Clin Endocrinol. 2013;78:321.CrossRef Wallace R, McKinley MC, Bell PM, Hunter SJ. Sex hormone binding globulin and insulin resistance. Clin Endocrinol. 2013;78:321.CrossRef
25.
go back to reference Wang X, Simpson ER, Brown KA. Aromatase overexpression in dysfunctional adipose tissue links obesity to postmenopausal breast cancer. J Steroid Biochem Mol Biol. 2015;153:35.CrossRefPubMed Wang X, Simpson ER, Brown KA. Aromatase overexpression in dysfunctional adipose tissue links obesity to postmenopausal breast cancer. J Steroid Biochem Mol Biol. 2015;153:35.CrossRefPubMed
26.
go back to reference Mean F, Pellaton M, Magrini G. Study of the binding of dihydrotestosterone, testosterone and oestradiol with sex hormone bunding globulin. Clin Chim Acta. 1977;80:171.CrossRefPubMed Mean F, Pellaton M, Magrini G. Study of the binding of dihydrotestosterone, testosterone and oestradiol with sex hormone bunding globulin. Clin Chim Acta. 1977;80:171.CrossRefPubMed
27.
go back to reference Hawsawi Y, El-Gendy R, Twelves C, Speirs V, Beattie J. Insulin-like growth factor - oestradiol crosstalk and mammary gland tumourigenesis. Biochim Biophys Acta. 2013;1836:345.PubMed Hawsawi Y, El-Gendy R, Twelves C, Speirs V, Beattie J. Insulin-like growth factor - oestradiol crosstalk and mammary gland tumourigenesis. Biochim Biophys Acta. 2013;1836:345.PubMed
28.
go back to reference Yue W, Yager JD, Wang JP, Jupe ER, Santen RJ. Estrogen receptor-dependent and independent mechanisms of breast cancer carcinogenesis. Steroids. 2013;78:161–70.CrossRefPubMed Yue W, Yager JD, Wang JP, Jupe ER, Santen RJ. Estrogen receptor-dependent and independent mechanisms of breast cancer carcinogenesis. Steroids. 2013;78:161–70.CrossRefPubMed
29.
go back to reference Secreto G, Meneghini E, Venturelli E, Cogliati P, Agresti R, Ferraris C, et al. Circulating sex hormones and tumour characteristics in postmenopausal breast cancer patients. A cross-sectional study. Int J Biol Markers. 2011;26:241.CrossRefPubMed Secreto G, Meneghini E, Venturelli E, Cogliati P, Agresti R, Ferraris C, et al. Circulating sex hormones and tumour characteristics in postmenopausal breast cancer patients. A cross-sectional study. Int J Biol Markers. 2011;26:241.CrossRefPubMed
30.
go back to reference Secreto G, Venturelli E, Meneghini E, Carcangiu ML, Paolini B, Agresti R, et al. Androgen receptors and serum testosterone levels identify different subsets of postmenopausal breast cancers. BMC Cancer. 2012;12:599.CrossRefPubMedPubMedCentral Secreto G, Venturelli E, Meneghini E, Carcangiu ML, Paolini B, Agresti R, et al. Androgen receptors and serum testosterone levels identify different subsets of postmenopausal breast cancers. BMC Cancer. 2012;12:599.CrossRefPubMedPubMedCentral
31.
go back to reference Senkus E, Kyriakides S, Ohno S, Penault-Llorca F, Poortmans P, Rutgers E, et al. On behalf of the ESMO guidelines committee. Primary breast cancer: ESMO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2015;26(Suppl 5):v8–v30.CrossRefPubMed Senkus E, Kyriakides S, Ohno S, Penault-Llorca F, Poortmans P, Rutgers E, et al. On behalf of the ESMO guidelines committee. Primary breast cancer: ESMO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2015;26(Suppl 5):v8–v30.CrossRefPubMed
32.
go back to reference Boracchi P, Biganzoli E, Marubini E. Joint modelling of cause-specific hazard functions with cubic splines: an application to a large series of breast cancer patients. Comput Stat Data Anal. 2003;42:243.CrossRef Boracchi P, Biganzoli E, Marubini E. Joint modelling of cause-specific hazard functions with cubic splines: an application to a large series of breast cancer patients. Comput Stat Data Anal. 2003;42:243.CrossRef
33.
35.
go back to reference Patani N, Martin LA. Understanding response and resistance to oestrogen deprivation in ER-positive breast cancer. Mol Cell Endocrinol. 2014 Jan 25;382(1):683–94.CrossRefPubMed Patani N, Martin LA. Understanding response and resistance to oestrogen deprivation in ER-positive breast cancer. Mol Cell Endocrinol. 2014 Jan 25;382(1):683–94.CrossRefPubMed
37.
go back to reference De Amicis F, Thirugnansampanthan J, Cui Y, Selever J, Beyer A, Parra I, et al. Androgen receptor overexpression induces tamoxifen resistance in human breast cancer cells. Breast Cancer Res Treat. 2010;121:1.CrossRefPubMed De Amicis F, Thirugnansampanthan J, Cui Y, Selever J, Beyer A, Parra I, et al. Androgen receptor overexpression induces tamoxifen resistance in human breast cancer cells. Breast Cancer Res Treat. 2010;121:1.CrossRefPubMed
38.
go back to reference Ciupek A, Rechoum Y, Gu G, Gelsomino L, Beyer AR, Brusco L, et al. Androgen receptor promotes tamoxifen agonist activity by activation of EGFR in ERα-positive breast cancer. Breast Cancer Res Treat. 2015;154:225.CrossRefPubMedPubMedCentral Ciupek A, Rechoum Y, Gu G, Gelsomino L, Beyer AR, Brusco L, et al. Androgen receptor promotes tamoxifen agonist activity by activation of EGFR in ERα-positive breast cancer. Breast Cancer Res Treat. 2015;154:225.CrossRefPubMedPubMedCentral
39.
go back to reference Rechoum Y, Rovito D, Iacopetta D, Barone I, Andò S, Weigel NL, et al. AR collaborates with ERα in aromatase inhibitor-resistant breast cancer. Breast Cancer Res Treat. 2014;147:473.CrossRefPubMedPubMedCentral Rechoum Y, Rovito D, Iacopetta D, Barone I, Andò S, Weigel NL, et al. AR collaborates with ERα in aromatase inhibitor-resistant breast cancer. Breast Cancer Res Treat. 2014;147:473.CrossRefPubMedPubMedCentral
40.
go back to reference Fujii R, Hanamura T, Suzuki T, Gohno T, Shibahara Y, Niwa T, et al. Increased androgen receptor activity and cell proliferation in aromatase inhibitor-resistant breast carcinoma. J Steroid Biochem Mol Biol. 2014;144:513.CrossRefPubMed Fujii R, Hanamura T, Suzuki T, Gohno T, Shibahara Y, Niwa T, et al. Increased androgen receptor activity and cell proliferation in aromatase inhibitor-resistant breast carcinoma. J Steroid Biochem Mol Biol. 2014;144:513.CrossRefPubMed
Metadata
Title
Observational study on the prognostic value of testosterone and adiposity in postmenopausal estrogen receptor positive breast cancer patients
Authors
Elisabetta Venturelli
Annalisa Orenti
Aline S. C. Fabricio
Giulia Garrone
Roberto Agresti
Biagio Paolini
Chiara Bonini
Massimo Gion
Franco Berrino
Christine Desmedt
Danila Coradini
Elia Biganzoli
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2018
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-018-4558-4

Other articles of this Issue 1/2018

BMC Cancer 1/2018 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine