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Erschienen in: Breast Cancer Research and Treatment 2/2009

01.01.2009 | Preclinical Study

Comparison of gene expression profiles predicting progression in breast cancer patients treated with tamoxifen

verfasst von: Marleen Kok, Sabine C. Linn, Ryan K. Van Laar, Maurice P. H. M. Jansen, Teun M. van den Berg, Leonie J. M. J. Delahaye, Annuska M. Glas, Johannes L. Peterse, Michael Hauptmann, John A. Foekens, Jan G. M. Klijn, Lodewyk F. A. Wessels, Laura J. Van’t Veer, Els M. J. J. Berns

Erschienen in: Breast Cancer Research and Treatment | Ausgabe 2/2009

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Abstract

Background Molecular signatures that predict outcome in tamoxifen treated breast cancer patients have been identified. For the first time, we compared these response profiles in an independent cohort of (neo)adjuvant systemic treatment naïve breast cancer patients treated with first-line tamoxifen for metastatic disease. Methods From a consecutive series of 246 estrogen receptor (ER) positive primary tumors, gene expression profiling was performed on available frozen tumors using 44K oligoarrays (n = 69). A 78-gene tamoxifen response profile (formerly consisting of 81 cDNA-clones), a 21-gene set (microarray-based Recurrence Score), as well as the HOXB13-IL17BR ratio (Two-Gene-Index, RT-PCR) were analyzed. Performance of signatures in relation to time to progression (TTP) was compared with standard immunohistochemical (IHC) markers: ER, progesterone receptor (PgR) and HER2. Results In univariate analyses, the 78-gene tamoxifen response profile, 21-gene set and HOXB13-IL17BR ratio were all significantly associated with TTP with hazard ratios of 2.2 (95% CI 1.3–3.7, P = 0.005), 2.3 (95% CI 1.3–4.0, P = 0.003) and 4.2 (95% CI 1.4–12.3, P = 0.009), respectively. The concordance among the three classifiers was relatively low, they classified only 45–61% of patients in the same category. In multivariate analyses, the association remained significant for the 78-gene profile and the 21-gene set after adjusting for ER and PgR. Conclusion The 78-gene tamoxifen response profile, the 21-gene set and the HOXB13-IL17BR ratio were all significantly associated with TTP in an independent patient series treated with tamoxifen. The addition of multigene assays to ER (IHC) improves the prediction of outcome in tamoxifen treated patients and deserves incorporation in future clinical studies.
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Literatur
1.
Zurück zum Zitat Early Breast Cancer Collaborative Trialists’ Group (EBCTCG) (2005) Effects of chemotherapy and hormonal therapy for early breast cancer on recurrence and 15-year survival: an overview of the randomised trials. Lancet 365:1687–1717CrossRef Early Breast Cancer Collaborative Trialists’ Group (EBCTCG) (2005) Effects of chemotherapy and hormonal therapy for early breast cancer on recurrence and 15-year survival: an overview of the randomised trials. Lancet 365:1687–1717CrossRef
2.
Zurück zum Zitat Pritchard K (2003) Endocrine therapy of advanced disease: analysis and implications of the existing data. Clin Cancer Res 9:460S–467SPubMed Pritchard K (2003) Endocrine therapy of advanced disease: analysis and implications of the existing data. Clin Cancer Res 9:460S–467SPubMed
3.
Zurück zum Zitat ATAC Trialists’ Group (2005) Results of the ATAC (Arimidex, Tamoxifen, Alone or in Combination) trial after completion of 5 years’ adjuvant treatment for breast cancer. Lancet 365:60−62CrossRef ATAC Trialists’ Group (2005) Results of the ATAC (Arimidex, Tamoxifen, Alone or in Combination) trial after completion of 5 years’ adjuvant treatment for breast cancer. Lancet 365:60−62CrossRef
4.
Zurück zum Zitat Goldhirsch A, Wood WC, Gelber RD, Coates AS, Thurlimann B, Senn HJ et al (2007) Progress and promise: highlights of the international expert consensus on the primary therapy of early breast cancer 2007. Ann Oncol 18:1133–1144PubMedCrossRef Goldhirsch A, Wood WC, Gelber RD, Coates AS, Thurlimann B, Senn HJ et al (2007) Progress and promise: highlights of the international expert consensus on the primary therapy of early breast cancer 2007. Ann Oncol 18:1133–1144PubMedCrossRef
5.
Zurück zum Zitat Jonat W, Gnant M, Boccardo F, Kaufmann M, Rubagotti A, Zuna I et al (2006) Effectiveness of switching from adjuvant tamoxifen to anastrozole in postmenopausal women with hormone-sensitive early-stage breast cancer: a meta-analysis. Lancet Oncol 7:991–996PubMedCrossRef Jonat W, Gnant M, Boccardo F, Kaufmann M, Rubagotti A, Zuna I et al (2006) Effectiveness of switching from adjuvant tamoxifen to anastrozole in postmenopausal women with hormone-sensitive early-stage breast cancer: a meta-analysis. Lancet Oncol 7:991–996PubMedCrossRef
6.
Zurück zum Zitat Coombes RC, Kilburn LS, Snowdon CF, Paridaens R, Coleman RE, Jones SE et al (2007) Survival and safety of exemestane versus tamoxifen after 2−3 years’ tamoxifen treatment (Intergroup Exemestane Study): a randomised controlled trial. Lancet 369:559−570PubMedCrossRef Coombes RC, Kilburn LS, Snowdon CF, Paridaens R, Coleman RE, Jones SE et al (2007) Survival and safety of exemestane versus tamoxifen after 2−3 years’ tamoxifen treatment (Intergroup Exemestane Study): a randomised controlled trial. Lancet 369:559−570PubMedCrossRef
7.
Zurück zum Zitat 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 351:2817–2826PubMedCrossRef 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 351:2817–2826PubMedCrossRef
8.
Zurück zum Zitat Ma X, Wang Z, Ryan P, Isakoff S, Barmettler A, Fuller A et al (2004) A two-gene expression ratio predicts clinical outcome in breast cancer patients treated with tamoxifen. Cancer Cell 5:607–616PubMedCrossRef Ma X, Wang Z, Ryan P, Isakoff S, Barmettler A, Fuller A et al (2004) A two-gene expression ratio predicts clinical outcome in breast cancer patients treated with tamoxifen. Cancer Cell 5:607–616PubMedCrossRef
9.
Zurück zum Zitat Weigelt B, Hu Z, He X, Livasy C, Carey L, Ewend M et al (2005) Molecular portraits and 70-gene prognosis signature are preserved throughout the metastatic process of breast cancer. Cancer Res 65:9155–9158PubMedCrossRef Weigelt B, Hu Z, He X, Livasy C, Carey L, Ewend M et al (2005) Molecular portraits and 70-gene prognosis signature are preserved throughout the metastatic process of breast cancer. Cancer Res 65:9155–9158PubMedCrossRef
10.
Zurück zum Zitat Jansen M, Foekens J, van Staveren I, Dirkzwager-Kiel M, Ritstier K, Look M et al (2005) Molecular classification of tamoxifen-resistant breast carcinomas by gene expression profiling. J Clin Oncol 23:732–740PubMedCrossRef Jansen M, Foekens J, van Staveren I, Dirkzwager-Kiel M, Ritstier K, Look M et al (2005) Molecular classification of tamoxifen-resistant breast carcinomas by gene expression profiling. J Clin Oncol 23:732–740PubMedCrossRef
11.
Zurück zum Zitat Van ‘t Veer L, Dai H, van de Vijver M, He Y, Hart A, Mao M et al (2002) Gene expression profiling predicts clinical outcome of breast cancer. Nature 415:530–536PubMedCrossRef Van ‘t Veer L, Dai H, van de Vijver M, He Y, Hart A, Mao M et al (2002) Gene expression profiling predicts clinical outcome of breast cancer. Nature 415:530–536PubMedCrossRef
12.
Zurück zum Zitat Glas A, Floore A, Delahaye L, Witteveen A, Pover R, Bakx N et al (2006) Converting a breast cancer microarray signature into a high-throughput diagnostic test. BMC Genomics 7:278PubMedCrossRef Glas A, Floore A, Delahaye L, Witteveen A, Pover R, Bakx N et al (2006) Converting a breast cancer microarray signature into a high-throughput diagnostic test. BMC Genomics 7:278PubMedCrossRef
13.
Zurück zum Zitat van de Vijver M, He Y, ‘t Veer L, Dai H, Hart A, Voskuil D et al (2002) A gene-expression signature as a predictor of survival in breast cancer. N Engl J Med 347:1999–2009PubMedCrossRef van de Vijver M, He Y, ‘t Veer L, Dai H, Hart A, Voskuil D et al (2002) A gene-expression signature as a predictor of survival in breast cancer. N Engl J Med 347:1999–2009PubMedCrossRef
14.
Zurück zum Zitat Wessels LF, Reinders MJ, Hart AA, Veenman CJ, Dai H, He YD et al (2005) A protocol for building and evaluating predictors of disease state based on microarray data. Bioinformatics 21:3755–3762PubMedCrossRef Wessels LF, Reinders MJ, Hart AA, Veenman CJ, Dai H, He YD et al (2005) A protocol for building and evaluating predictors of disease state based on microarray data. Bioinformatics 21:3755–3762PubMedCrossRef
15.
Zurück zum Zitat Jansen MP, Sieuwerts AM, Look MP, Ritstier K, Meijer-van Gelder ME, van Staveren IL et al (2007) HOXB13-to-IL17BR expression ratio is related with tumor aggressiveness and response to tamoxifen of recurrent breast cancer: a retrospective study. J Clin Oncol 25:662–668PubMedCrossRef Jansen MP, Sieuwerts AM, Look MP, Ritstier K, Meijer-van Gelder ME, van Staveren IL et al (2007) HOXB13-to-IL17BR expression ratio is related with tumor aggressiveness and response to tamoxifen of recurrent breast cancer: a retrospective study. J Clin Oncol 25:662–668PubMedCrossRef
16.
Zurück zum Zitat Hannemann J, Kristel P, van Tinteren H, Bontenbal M, van Hoesel CM, Smit WM et al (2006) Molecular subtypes of breast cancer and amplification of topoisomerase IIa: predictive role in dose intensive adjuvant chemotherapy. Br J Cancer 95:1334–1341PubMedCrossRef Hannemann J, Kristel P, van Tinteren H, Bontenbal M, van Hoesel CM, Smit WM et al (2006) Molecular subtypes of breast cancer and amplification of topoisomerase IIa: predictive role in dose intensive adjuvant chemotherapy. Br J Cancer 95:1334–1341PubMedCrossRef
17.
Zurück zum Zitat van de Vijver MJ, Peterse JL, Mooi WJ, Wisman P, Lomans J, Dalesio O et al (1988) Neu-protein overexpression in breast cancer. Association with comedo-type ductal carcinoma in situ and limited prognostic value in stage II breast cancer. N Engl J Med 319:1239–1245PubMedCrossRef van de Vijver MJ, Peterse JL, Mooi WJ, Wisman P, Lomans J, Dalesio O et al (1988) Neu-protein overexpression in breast cancer. Association with comedo-type ductal carcinoma in situ and limited prognostic value in stage II breast cancer. N Engl J Med 319:1239–1245PubMedCrossRef
18.
Zurück zum Zitat Harvey J, Clark G, Osborne CK, Allred DC (1999) Estrogen receptor status by immunohistochemistry is superior to the ligand-binding assay for predicting response to adjuvant endocrine therapy in breast cancer. J Clin Oncol 17:1474PubMed Harvey J, Clark G, Osborne CK, Allred DC (1999) Estrogen receptor status by immunohistochemistry is superior to the ligand-binding assay for predicting response to adjuvant endocrine therapy in breast cancer. J Clin Oncol 17:1474PubMed
19.
Zurück zum Zitat Mohsin S, Weiss H, Havighurst T, Clark G, Berardo M, Roanh L et al (2004) Progesterone receptor by immunohistochemistry and clinical outcome in breast cancer: a validation study. Mod Pathol 17:1545–1554PubMedCrossRef Mohsin S, Weiss H, Havighurst T, Clark G, Berardo M, Roanh L et al (2004) Progesterone receptor by immunohistochemistry and clinical outcome in breast cancer: a validation study. Mod Pathol 17:1545–1554PubMedCrossRef
20.
Zurück zum Zitat Paik S, Shak S, Tang G, Kim C, Joo H, Baker J et al (2005) Expression of the 21 genes in the Recurrence Score assay and prediction of clinical benefit from tamoxifen in NSABP study B-14 and chemotherapy in NSABP study B-20. J Clin Oncol 23:16S. Abstract Paik S, Shak S, Tang G, Kim C, Joo H, Baker J et al (2005) Expression of the 21 genes in the Recurrence Score assay and prediction of clinical benefit from tamoxifen in NSABP study B-14 and chemotherapy in NSABP study B-20. J Clin Oncol 23:16S. Abstract
21.
Zurück zum Zitat Habel LA, Shak S, Jacobs MK, Capra A, Alexander C, Pho M et al (2006) A population-based study of tumor gene expression and risk of breast cancer death among lymph node-negative patients. Breast Cancer Res 8:R25PubMedCrossRef Habel LA, Shak S, Jacobs MK, Capra A, Alexander C, Pho M et al (2006) A population-based study of tumor gene expression and risk of breast cancer death among lymph node-negative patients. Breast Cancer Res 8:R25PubMedCrossRef
22.
Zurück zum Zitat Ma X, Hilsenbeck S, Wang W, Ding L, Sgroi D, Bender R et al (2006) The HOXB13:IL17BR expression index is a prognostic factor in early-stage breast cancer. J Clin Oncol 24:4611–4619PubMedCrossRef Ma X, Hilsenbeck S, Wang W, Ding L, Sgroi D, Bender R et al (2006) The HOXB13:IL17BR expression index is a prognostic factor in early-stage breast cancer. J Clin Oncol 24:4611–4619PubMedCrossRef
23.
Zurück zum Zitat Goetz M, Suman V, Ingle J, Nibbe A, Visscher D, Reynolds C et al (2006) A two-gene expression ratio of homeobox 13 and interleukin-17B receptor for prediction of recurrence and survival in women receiving adjuvant tamoxifen. Clin Cancer Res 12:2080–2087PubMedCrossRef Goetz M, Suman V, Ingle J, Nibbe A, Visscher D, Reynolds C et al (2006) A two-gene expression ratio of homeobox 13 and interleukin-17B receptor for prediction of recurrence and survival in women receiving adjuvant tamoxifen. Clin Cancer Res 12:2080–2087PubMedCrossRef
24.
Zurück zum Zitat Fan C, Oh D, Wessels L, Weigelt B, Nuyten D, Nobel A et al (2006) Concordance among gene-expression-based predictors for breast cancer. N Engl J Med 355:560–569PubMedCrossRef Fan C, Oh D, Wessels L, Weigelt B, Nuyten D, Nobel A et al (2006) Concordance among gene-expression-based predictors for breast cancer. N Engl J Med 355:560–569PubMedCrossRef
25.
Zurück zum Zitat Loi S, Haibe-Kains B, Desmedt C, Lallemand F, Tutt A, Gillet C et al (2007) Definition of clinically distinct molecular subtypes in estrogen receptor-positive breast carcinomas through genomic grade. J Clin Oncol 25:1239–1246PubMedCrossRef Loi S, Haibe-Kains B, Desmedt C, Lallemand F, Tutt A, Gillet C et al (2007) Definition of clinically distinct molecular subtypes in estrogen receptor-positive breast carcinomas through genomic grade. J Clin Oncol 25:1239–1246PubMedCrossRef
Metadaten
Titel
Comparison of gene expression profiles predicting progression in breast cancer patients treated with tamoxifen
verfasst von
Marleen Kok
Sabine C. Linn
Ryan K. Van Laar
Maurice P. H. M. Jansen
Teun M. van den Berg
Leonie J. M. J. Delahaye
Annuska M. Glas
Johannes L. Peterse
Michael Hauptmann
John A. Foekens
Jan G. M. Klijn
Lodewyk F. A. Wessels
Laura J. Van’t Veer
Els M. J. J. Berns
Publikationsdatum
01.01.2009
Verlag
Springer US
Erschienen in
Breast Cancer Research and Treatment / Ausgabe 2/2009
Print ISSN: 0167-6806
Elektronische ISSN: 1573-7217
DOI
https://doi.org/10.1007/s10549-008-9939-y

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