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Published in: Breast Cancer Research and Treatment 1/2016

Open Access 01-08-2016 | Clinical Trial

Retrospective analysis of molecular scores for the prediction of distant recurrence according to baseline risk factors

Authors: Ivana Sestak, Mitch Dowsett, Sean Ferree, Frederick L. Baehner, Jack Cuzick

Published in: Breast Cancer Research and Treatment | Issue 1/2016

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Abstract

Clinical variables and several gene signature profiles have been investigated for the prediction of (distant) recurrence in several trials. These molecular markers are significantly correlated with overall and late distant recurrences. Here, we retrospectively explore whether age and body mass index (BMI) affect the prediction of these molecular scores for distant recurrence in postmenopausal women with hormone receptor-positive breast cancer in the transATAC trial. 940 postmenopausal women for whom the Clinical Treatment Score (CTS), immunohistochemical markers (IHC4), Oncotype Recurrence Score (RS), and the Prosigna Risk of Recurrence Score (ROR) were available were included in this retrospective analysis. Conventional BMI groups were used (N = 865), and age was split into equal tertiles (N = 940). Cox proportional hazard models were used to determine the effect of a molecular score for the prediction of distant recurrence according to BMI and age groups. In both the univariate and bivariate analyses, the effect size of the IHC4 and RS was strongest in women aged 59.8 years or younger. Trends tests for age were significant for the IHC4 and RS, but not for the CTS and ROR, for which most prognostic information was added in women aged 60 years or older. The CTS and ROR scores added significant prognostic information in all three BMI groups. In both the univariate and bivariate analyses, the IHC4 provided the most prognostic information in women with a BMI lower than 25 kg/m2, whereas the RS did not add prognostic information for distant recurrence in women with a BMI of 30 kg/m2 or above. Molecular scores are increasingly used in women with breast cancer to assess recurrence risk. We have shown that the effect size of the molecular scores is significantly different across age groups, but not across BMI groups. The results from this retrospective analysis may be incorporated in the identification of women who may benefit most from the use of these molecular scores, but our findings need further evaluation before these scores can be used in clinical decision making.
Literature
1.
go back to reference Davies C, Godwin J, Gray R, Clarke M, Cutter D, Darby S et al (2011) Relevance of breast cancer hormone receptors and other factors to the efficacy of adjuvant tamoxifen: patient-level meta-analysis of randomised trials. Lancet 378(9793):771–784CrossRefPubMed Davies C, Godwin J, Gray R, Clarke M, Cutter D, Darby S et al (2011) Relevance of breast cancer hormone receptors and other factors to the efficacy of adjuvant tamoxifen: patient-level meta-analysis of randomised trials. Lancet 378(9793):771–784CrossRefPubMed
2.
go back to reference Paik S, Shak S, Tang G, Kim C, Baker J, Cronin M et al (2004) A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer. N Engl J Med 351(27):2817–2826CrossRefPubMed Paik S, Shak S, Tang G, Kim C, Baker J, Cronin M et al (2004) A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer. N Engl J Med 351(27):2817–2826CrossRefPubMed
3.
go back to reference Dowsett M, Cuzick J, Wale C, Forbes J, Mallon EA, Salter J et al (2010) Prediction of risk of distant recurrence using the 21-gene recurrence score in node-negative and node-positive postmenopausal patients with breast cancer treated with anastrozole or tamoxifen: a transATAC study. J Clin Oncol 28(11):1829–1834CrossRefPubMed Dowsett M, Cuzick J, Wale C, Forbes J, Mallon EA, Salter J et al (2010) Prediction of risk of distant recurrence using the 21-gene recurrence score in node-negative and node-positive postmenopausal patients with breast cancer treated with anastrozole or tamoxifen: a transATAC study. J Clin Oncol 28(11):1829–1834CrossRefPubMed
4.
go back to reference Cuzick J, Dowsett M, Pineda S, Wale C, Salter J, Quinn E et al (2011) Prognostic value of a combined estrogen receptor, progesterone receptor, Ki-67, and human epidermal growth factor receptor 2 immunohistochemical score and comparison with the genomic health recurrence score in early breast cancer. J Clin Oncol 29(32):4273–4278CrossRef Cuzick J, Dowsett M, Pineda S, Wale C, Salter J, Quinn E et al (2011) Prognostic value of a combined estrogen receptor, progesterone receptor, Ki-67, and human epidermal growth factor receptor 2 immunohistochemical score and comparison with the genomic health recurrence score in early breast cancer. J Clin Oncol 29(32):4273–4278CrossRef
5.
go back to reference Tang G, Cuzick J, Costantino JP, Dowsett M, Forbes JF, Crager M et al (2011) Risk of recurrence and chemotherapy benefit for patients with node-negative, estrogen receptor-positive breast cancer: recurrence score alone and integrated with pathologic and clinical factors. J Clin Oncol 29(33):4365–4372CrossRefPubMedPubMedCentral Tang G, Cuzick J, Costantino JP, Dowsett M, Forbes JF, Crager M et al (2011) Risk of recurrence and chemotherapy benefit for patients with node-negative, estrogen receptor-positive breast cancer: recurrence score alone and integrated with pathologic and clinical factors. J Clin Oncol 29(33):4365–4372CrossRefPubMedPubMedCentral
6.
go back to reference Nielsen TO, Parker JS, Leung S, Voduc D, Ebbert M, Vickery T et al (2010) A comparison of PAM50 intrinsic subtyping with immunohistochemistry and clinical prognostic factors in tamoxifen-treated estrogen receptor-positive breast cancer. Clin Cancer Res 16(21):5222–5232CrossRefPubMedPubMedCentral Nielsen TO, Parker JS, Leung S, Voduc D, Ebbert M, Vickery T et al (2010) A comparison of PAM50 intrinsic subtyping with immunohistochemistry and clinical prognostic factors in tamoxifen-treated estrogen receptor-positive breast cancer. Clin Cancer Res 16(21):5222–5232CrossRefPubMedPubMedCentral
7.
go back to reference Parker JS, Mullins M, Cheang MC, Leung S, Voduc D, Vickery T et al (2009) Supervised risk predictor of breast cancer based on intrinsic subtypes. J Clin Oncol 27(8):1160–1167CrossRefPubMedPubMedCentral Parker JS, Mullins M, Cheang MC, Leung S, Voduc D, Vickery T et al (2009) Supervised risk predictor of breast cancer based on intrinsic subtypes. J Clin Oncol 27(8):1160–1167CrossRefPubMedPubMedCentral
8.
go back to reference Dowsett M, Sestak I, Lopez-Knowles E, Sidhu K, Dunbier AK, Cowens JW et al (2013) Comparison of PAM50 risk of recurrence score with oncotype DX and IHC4 for predicting risk of distant recurrence after endocrine therapy. J Clin Oncol 31(22):2783–2790CrossRefPubMed Dowsett M, Sestak I, Lopez-Knowles E, Sidhu K, Dunbier AK, Cowens JW et al (2013) Comparison of PAM50 risk of recurrence score with oncotype DX and IHC4 for predicting risk of distant recurrence after endocrine therapy. J Clin Oncol 31(22):2783–2790CrossRefPubMed
9.
go back to reference Gnant M, Filipits M, Mlineritsch B, Dubsky P, Jakesz R, Kwasny W et al (2012) Clinical validation of the PAM50 risk of recurrence (ROR) score for predicting residual risk of distant-recurrence (DR) after endocrine therapy in postmenopausal women with ER+ early breast cancer (EBC): an ABCSG study. In: SABCS, Cancer Research, San Antonio Gnant M, Filipits M, Mlineritsch B, Dubsky P, Jakesz R, Kwasny W et al (2012) Clinical validation of the PAM50 risk of recurrence (ROR) score for predicting residual risk of distant-recurrence (DR) after endocrine therapy in postmenopausal women with ER+ early breast cancer (EBC): an ABCSG study. In: SABCS, Cancer Research, San Antonio
10.
go back to reference Sestak I, Cuzick J, Dowsett M, Lopez-Knowles E, Filipits M, Dubsky P et al (2014) Prediction of late distant recurrence after 5 years of endocrine treatment: a combined analysis of patients from the Austrian breast and colorectal cancer study group 8 and arimidex, tamoxifen alone or in combination randomized trials using the PAM50 risk of recurrence score. J Clin Oncol 33:916–922CrossRefPubMed Sestak I, Cuzick J, Dowsett M, Lopez-Knowles E, Filipits M, Dubsky P et al (2014) Prediction of late distant recurrence after 5 years of endocrine treatment: a combined analysis of patients from the Austrian breast and colorectal cancer study group 8 and arimidex, tamoxifen alone or in combination randomized trials using the PAM50 risk of recurrence score. J Clin Oncol 33:916–922CrossRefPubMed
11.
go back to reference Dubsky P, Brase JC, Fisch K, Jakesz R, Singer C, Greil R et al (2012) The endopredict score identifies late distant metastases in ER+/HER2- breast cancer patients. Cancer Res 72(24 Suppl):S4-3CrossRef Dubsky P, Brase JC, Fisch K, Jakesz R, Singer C, Greil R et al (2012) The endopredict score identifies late distant metastases in ER+/HER2- breast cancer patients. Cancer Res 72(24 Suppl):S4-3CrossRef
12.
go back to reference Sgroi D, Sestak I, Cuzick J, Zhang Y, Schnabel CA, Erlander M et al (2012) Comparative performance of breast cancer index (BCI) vs. oncotype Dx and IHC4 in the prediction of late recurrence in hormonal receptor-positive lymph node-negative breast cancer patients: a transATAC study. Cancer Res 72(24 Suppl):S19CrossRef Sgroi D, Sestak I, Cuzick J, Zhang Y, Schnabel CA, Erlander M et al (2012) Comparative performance of breast cancer index (BCI) vs. oncotype Dx and IHC4 in the prediction of late recurrence in hormonal receptor-positive lymph node-negative breast cancer patients: a transATAC study. Cancer Res 72(24 Suppl):S19CrossRef
13.
go back to reference Buyse M, Loi S, van’t Veer L, Viale G, Delorenzi M, Glas AM et al (2006) Validation and clinical utility of a 70-gene prognostic signature for women with node-negative breast cancer. J Natl Cancer Inst 98(17):1183–1192CrossRefPubMed Buyse M, Loi S, van’t Veer L, Viale G, Delorenzi M, Glas AM et al (2006) Validation and clinical utility of a 70-gene prognostic signature for women with node-negative breast cancer. J Natl Cancer Inst 98(17):1183–1192CrossRefPubMed
14.
go back to reference van de Vijver MJ, He YD, van’t Veer LJ, Dai H, Hart AA, Voskuil DW et al (2002) A gene-expression signature as a predictor of survival in breast cancer. N Engl J Med 347(25):1999–2009CrossRefPubMed van de Vijver MJ, He YD, van’t Veer LJ, Dai H, Hart AA, Voskuil DW et al (2002) A gene-expression signature as a predictor of survival in breast cancer. N Engl J Med 347(25):1999–2009CrossRefPubMed
15.
go back to reference Beral V (2003) Breast cancer and hormone-replacement therapy in the million women study. Lancet 362(9382):419–427CrossRefPubMed Beral V (2003) Breast cancer and hormone-replacement therapy in the million women study. Lancet 362(9382):419–427CrossRefPubMed
16.
go back to reference Col NF, Hirota LK, Orr RK, Erban JK, Wong JB, Lau J (2001) Hormone replacement therapy after breast cancer: a systematic review and quantitative assessment of risk. J Clin Oncol 19(8):2357–2363PubMed Col NF, Hirota LK, Orr RK, Erban JK, Wong JB, Lau J (2001) Hormone replacement therapy after breast cancer: a systematic review and quantitative assessment of risk. J Clin Oncol 19(8):2357–2363PubMed
17.
go back to reference Collaborative Group on Hormonal Factors in Breast Cancer (1997) Breast cancer and hormone replacement therapy: collaborative reanalysis of data from 51 epidemiological studies of 52,705 women with breast cancer and 108,411 women without breast cancer. Lancet 350(9084):1047–1059CrossRef Collaborative Group on Hormonal Factors in Breast Cancer (1997) Breast cancer and hormone replacement therapy: collaborative reanalysis of data from 51 epidemiological studies of 52,705 women with breast cancer and 108,411 women without breast cancer. Lancet 350(9084):1047–1059CrossRef
18.
go back to reference Familial breast cancer (2001) Collaborative reanalysis of individual data from 52 epidemiological studies including 58,209 women with breast cancer and 101,986 women without the disease. Lancet 358(9291):1389–1399CrossRef Familial breast cancer (2001) Collaborative reanalysis of individual data from 52 epidemiological studies including 58,209 women with breast cancer and 101,986 women without the disease. Lancet 358(9291):1389–1399CrossRef
19.
go back to reference Morimoto LM, White E, Chen Z, Chlebowski RT, Hays J, Kuller L et al (2002) Obesity, body size, and risk of postmenopausal breast cancer: the women’s health initiative (United States). Cancer Causes Control 13(8):741–751CrossRef Morimoto LM, White E, Chen Z, Chlebowski RT, Hays J, Kuller L et al (2002) Obesity, body size, and risk of postmenopausal breast cancer: the women’s health initiative (United States). Cancer Causes Control 13(8):741–751CrossRef
20.
go back to reference Cuzick J, Sestak I, Baum M, Buzdar A, Howell A, Dowsett M et al (2010) Effect of anastrozole and tamoxifen as adjuvant treatment for early-stage breast cancer: 10-year analysis of the ATAC trial. Lancet Oncol 11(12):1135–1141CrossRefPubMed Cuzick J, Sestak I, Baum M, Buzdar A, Howell A, Dowsett M et al (2010) Effect of anastrozole and tamoxifen as adjuvant treatment for early-stage breast cancer: 10-year analysis of the ATAC trial. Lancet Oncol 11(12):1135–1141CrossRefPubMed
21.
go back to reference Dowsett M, Allred C, Knox J, Quinn E, Salter J, Wale C et al (2008) Relationship between quantitative estrogen and progesterone receptor expression and human epidermal growth factor receptor 2 (HER-2) status with recurrence in the Arimidex, Tamoxifen, Alone or in Combination trial. J Clin Oncol 26(7):1059–1065CrossRefPubMed Dowsett M, Allred C, Knox J, Quinn E, Salter J, Wale C et al (2008) Relationship between quantitative estrogen and progesterone receptor expression and human epidermal growth factor receptor 2 (HER-2) status with recurrence in the Arimidex, Tamoxifen, Alone or in Combination trial. J Clin Oncol 26(7):1059–1065CrossRefPubMed
22.
go back to reference Dowsett M, Lopez-Knowles E, Sidhu K, Pineda S, Cowens JW, Ferree S et al (2011) Comparison of PAM50 risk of recurrence (ROR) score with oncotypeDx and IHC4 for predicting residual risk of RFS and distant RFS after endocrine therapy: a transATAC study. In: San Antonio breast cancer symposium, Cancer Research, San Antonio, p 108s Dowsett M, Lopez-Knowles E, Sidhu K, Pineda S, Cowens JW, Ferree S et al (2011) Comparison of PAM50 risk of recurrence (ROR) score with oncotypeDx and IHC4 for predicting residual risk of RFS and distant RFS after endocrine therapy: a transATAC study. In: San Antonio breast cancer symposium, Cancer Research, San Antonio, p 108s
23.
go back to reference van de Water W, Seynaeve C, Bastiaannet E, Markopoulos C, Jones SE, Rea D et al (2013) Elderly postmenopausal patients with breast cancer are at increased risk for distant recurrence: a tamoxifen exemestane adjuvant multinational study analysis. Oncologist 18(1):8–13CrossRefPubMed van de Water W, Seynaeve C, Bastiaannet E, Markopoulos C, Jones SE, Rea D et al (2013) Elderly postmenopausal patients with breast cancer are at increased risk for distant recurrence: a tamoxifen exemestane adjuvant multinational study analysis. Oncologist 18(1):8–13CrossRefPubMed
24.
go back to reference Fulop T, Kotb R, Fortin CF, Pawelec G, de Angelis F, Larbi A (2010) Potential role of immunosenescence in cancer development. Ann N Y Acad Sci 1197:158–165CrossRefPubMed Fulop T, Kotb R, Fortin CF, Pawelec G, de Angelis F, Larbi A (2010) Potential role of immunosenescence in cancer development. Ann N Y Acad Sci 1197:158–165CrossRefPubMed
25.
go back to reference Pawelec G, Derhovanessian E, Larbi A (2010) Immunosenescence and cancer. Crit Rev Oncol Hematol 75(2):165–172CrossRefPubMed Pawelec G, Derhovanessian E, Larbi A (2010) Immunosenescence and cancer. Crit Rev Oncol Hematol 75(2):165–172CrossRefPubMed
26.
go back to reference Creighton CJ, Sada YH, Zhang Y, Tsimelzon A, Wong H, Dave B et al (2012) A gene transcription signature of obesity in breast cancer. Breast Cancer Res Treat 132(3):993–1000CrossRefPubMed Creighton CJ, Sada YH, Zhang Y, Tsimelzon A, Wong H, Dave B et al (2012) A gene transcription signature of obesity in breast cancer. Breast Cancer Res Treat 132(3):993–1000CrossRefPubMed
27.
go back to reference 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(21):3411–3415CrossRefPubMed 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(21):3411–3415CrossRefPubMed
28.
Metadata
Title
Retrospective analysis of molecular scores for the prediction of distant recurrence according to baseline risk factors
Authors
Ivana Sestak
Mitch Dowsett
Sean Ferree
Frederick L. Baehner
Jack Cuzick
Publication date
01-08-2016
Publisher
Springer US
Published in
Breast Cancer Research and Treatment / Issue 1/2016
Print ISSN: 0167-6806
Electronic ISSN: 1573-7217
DOI
https://doi.org/10.1007/s10549-016-3868-y

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