Skip to main content
Top
Published in: Breast Cancer Research and Treatment 1/2011

01-02-2011 | Epidemiology

Defining breast cancer prognosis based on molecular phenotypes: results from a large cohort study

Authors: Shaheenah Dawood, Rong Hu, Michelle D. Homes, Laura C. Collins, Stuart J. Schnitt, James Connolly, Graham A. Colditz, Rulla M. Tamimi

Published in: Breast Cancer Research and Treatment | Issue 1/2011

Login to get access

Abstract

The objective of this study is to define the survival outcomes associated with distinct molecular phenotypes defined by immunohistochemical staining of paraffin-embedded tissues among invasive breast cancer cases identified from the Nurses’ Health Study (NHS). Tissue microarrays were constructed from archived tissue blocks of women diagnosed with breast cancer in the NHS (1976–1997). Invasive non-metastatic breast cancer tumors (n = 1,945) were classified into 1 of 5 molecular phenotypes based on immunohistochemistry assays for estrogen receptor (ER), progesterone receptor (PR), HER2, cytokeratin (CK) 5/6, epidermal growth factor receptor (EGFR) and grade. Survival outcomes were estimated using the Kaplan–Meier product limit method. Cox-proportional hazards models were fitted to determine the association of molecular phenotype with survival outcomes after adjusting for covariates. 1,279 (65.8%) tumors were classified as luminal A, 279 (14.3%) as luminal B, 95 (4.9%) as HER2 type, 203 (10.4%) as basal-like and 89 (4.6%) tumors were unclassified. The 5-year breast cancer-specific survival estimates for women with luminal A, luminal B, HER2-type, basal-like and unclassified tumors were 96, 88, 81, 89 and 85%, respectively. In the multivariable model, compared to cases with luminal A tumors, cases with luminal B (HR 1.90, 95% CI 1.33–2.71), HER2-type (HR 1.36, 95% CI 0.87–2.12), basal-like (HR 1.58, 95% CI 1.05–2.39) and unclassified (HR 1.38, 95% CI 0.87–2.20) tumors had higher hazard of breast cancer death. Similar trends were observed for both overall and recurrence-free survival. In conclusion, compared to women who have luminal A tumors those with luminal B, HER2-type, basal-like and unclassified tumors had a worse prognosis, when tumor subtype was defined by immunohistochemistry. This method may provide a cost-effective means of determining prognosis in the clinical setting.
Literature
1.
go back to reference Sorlie T, Perou CM, Tibshirani R et al (2001) Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci USA 98:10869–10874CrossRefPubMedPubMedCentral Sorlie T, Perou CM, Tibshirani R et al (2001) Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci USA 98:10869–10874CrossRefPubMedPubMedCentral
2.
go back to reference Sorlie T, Tibshirani R, Parker J et al (2001) Repeated observation of breast tumor subtypes in independent gene expression data sets. Proc Natl Acad Sci USA 100:8418–8423CrossRef Sorlie T, Tibshirani R, Parker J et al (2001) Repeated observation of breast tumor subtypes in independent gene expression data sets. Proc Natl Acad Sci USA 100:8418–8423CrossRef
3.
go back to reference Van’t Veer LJ, Dai H, van de Vijver MJ et al (2002) Gene expression profiling predicts clinical outcome of breast cancer. Nature (Lond.) 415:530–536CrossRef Van’t Veer LJ, Dai H, van de Vijver MJ et al (2002) Gene expression profiling predicts clinical outcome of breast cancer. Nature (Lond.) 415:530–536CrossRef
4.
go back to reference Sotiriou C, Neo SY, McShane LM et al (2003) Breast cancer classification and prognosis based on gene expression profiles from a population based study. Proc Natl Acad Sci USA 100:10393–10398CrossRefPubMedPubMedCentral Sotiriou C, Neo SY, McShane LM et al (2003) Breast cancer classification and prognosis based on gene expression profiles from a population based study. Proc Natl Acad Sci USA 100:10393–10398CrossRefPubMedPubMedCentral
6.
go back to reference Sorlie T, Wang Y, Xiao C et al (2006) Distinct molecular mechanisms underlying clinically relevant subtypes of breast cancer: gene expression analysises across three different platforms. BMC Genomics 7:127CrossRefPubMedPubMedCentral Sorlie T, Wang Y, Xiao C et al (2006) Distinct molecular mechanisms underlying clinically relevant subtypes of breast cancer: gene expression analysises across three different platforms. BMC Genomics 7:127CrossRefPubMedPubMedCentral
7.
go back to reference Fan C, Oh DS, Wessels L et al (2006) Concordance among gene-expression-based predictors for breast cancer. N Engl J Med 355:560–569CrossRefPubMed Fan C, Oh DS, Wessels L et al (2006) Concordance among gene-expression-based predictors for breast cancer. N Engl J Med 355:560–569CrossRefPubMed
8.
go back to reference Nielson TO, Hsu FD, Jensen K et al (2004) Immunohistochemical and clinical characterization of the basal-like subtype of invasive breast cancer. Clin Cancer Res 10:5367–5374CrossRef Nielson TO, Hsu FD, Jensen K et al (2004) Immunohistochemical and clinical characterization of the basal-like subtype of invasive breast cancer. Clin Cancer Res 10:5367–5374CrossRef
9.
go back to reference Abd El-Rehim DM, Ball G, Pinder SE et al (2005) High-throughput protein expression analysis using tissue microarray technology of a large well-characterized series identifies biologically distinct classes of breast cancer confirming recent cDNA expression analyses. Int J Cancer 116:340–350CrossRefPubMed Abd El-Rehim DM, Ball G, Pinder SE et al (2005) High-throughput protein expression analysis using tissue microarray technology of a large well-characterized series identifies biologically distinct classes of breast cancer confirming recent cDNA expression analyses. Int J Cancer 116:340–350CrossRefPubMed
10.
go back to reference Abd El-Rehim DM, Pinder SE, Paish CE et al (2004) Expression of luminal and basal cytokeratins in human breast carcinoma. J Pathol 203:661–671CrossRefPubMed Abd El-Rehim DM, Pinder SE, Paish CE et al (2004) Expression of luminal and basal cytokeratins in human breast carcinoma. J Pathol 203:661–671CrossRefPubMed
11.
go back to reference van de Rijn M, Perou CM, Tibshirani R et al (2002) Expression of cytokeratins17 and 5 identifies a group of breast carcinomas with poor clinical outcome. Am J Pathol 161:1991–1996CrossRefPubMedPubMedCentral van de Rijn M, Perou CM, Tibshirani R et al (2002) Expression of cytokeratins17 and 5 identifies a group of breast carcinomas with poor clinical outcome. Am J Pathol 161:1991–1996CrossRefPubMedPubMedCentral
12.
go back to reference Cheang MCU, Voduc D, Bajdik C et al (2008) Basal-like breast defined by five biomarkers has superior prognostic value than triple-negative phenotype. Clin Cancer Res 14:1368–1376CrossRefPubMed Cheang MCU, Voduc D, Bajdik C et al (2008) Basal-like breast defined by five biomarkers has superior prognostic value than triple-negative phenotype. Clin Cancer Res 14:1368–1376CrossRefPubMed
13.
go back to reference Carey LA, Dees EC, Sawyer L, Gatti L, Moore DT, Collichio F, Ollila DW, Sartor CI, Graham ML, Perou CM (2007) The triple negative paradox: primary tumor chemosensitivity of breast cancer subtypes. Clin Cancer Res 13:2329–2334CrossRefPubMed Carey LA, Dees EC, Sawyer L, Gatti L, Moore DT, Collichio F, Ollila DW, Sartor CI, Graham ML, Perou CM (2007) The triple negative paradox: primary tumor chemosensitivity of breast cancer subtypes. Clin Cancer Res 13:2329–2334CrossRefPubMed
14.
go back to reference Carey LA, Perou CM, Livasy CA, Dressler LG, Cowan D, Conway K, Karaca G, Troester MA, Tse CK, Edmiston S, Deming SL, Geradts J, Cheang MC, Nielsen TO, Moorman PG, Earp HS, Millikan RC (2006) Race, breast cancer subtypes, and survival in the Carolina Breast Cancer Study. JAMA 295:2492–2502CrossRefPubMed Carey LA, Perou CM, Livasy CA, Dressler LG, Cowan D, Conway K, Karaca G, Troester MA, Tse CK, Edmiston S, Deming SL, Geradts J, Cheang MC, Nielsen TO, Moorman PG, Earp HS, Millikan RC (2006) Race, breast cancer subtypes, and survival in the Carolina Breast Cancer Study. JAMA 295:2492–2502CrossRefPubMed
15.
go back to reference Tamimi RM, Baer HJ, Marotti J, Galan M, Galaburda L, Fu Y et al (2008) Comparison of molecular phenotypes of ductal carcinoma in situ and invasive breast cancer. Breast Cancer Res 100:218–221 Tamimi RM, Baer HJ, Marotti J, Galan M, Galaburda L, Fu Y et al (2008) Comparison of molecular phenotypes of ductal carcinoma in situ and invasive breast cancer. Breast Cancer Res 100:218–221
16.
go back to reference Sathiakumar N, Delzell E, Abdalla O (1998) Using the National Death Index to obtain underlying cause of death codes. J Occup Environ Med 40:808–813CrossRefPubMed Sathiakumar N, Delzell E, Abdalla O (1998) Using the National Death Index to obtain underlying cause of death codes. J Occup Environ Med 40:808–813CrossRefPubMed
17.
go back to reference Rutqvist LE (1985) Validity of certified causes of death in breast carcinoma patients. Acta Radiol Oncol 24:385–390CrossRefPubMed Rutqvist LE (1985) Validity of certified causes of death in breast carcinoma patients. Acta Radiol Oncol 24:385–390CrossRefPubMed
18.
go back to reference Stampfer MJ, Willett WC, Speizer FE et al (1984) Test of the National Death Index. Am J Epidemiol 119:837–839PubMed Stampfer MJ, Willett WC, Speizer FE et al (1984) Test of the National Death Index. Am J Epidemiol 119:837–839PubMed
19.
go back to reference Harris J, Lippman M, Morrow M, Osborne C (2004) Diseases of the breast, 3rd edn. Lippincott, Philadelphia Harris J, Lippman M, Morrow M, Osborne C (2004) Diseases of the breast, 3rd edn. Lippincott, Philadelphia
20.
go back to reference Slamon DJ, Leyland-Jones B, Shak S et al (2001) Use of chemotherapy plus a monoclonal antibody against HER2 for metastatic breast cancer that overexpresses HER2. N Engl J Med 344:783–792CrossRefPubMed Slamon DJ, Leyland-Jones B, Shak S et al (2001) Use of chemotherapy plus a monoclonal antibody against HER2 for metastatic breast cancer that overexpresses HER2. N Engl J Med 344:783–792CrossRefPubMed
21.
go back to reference Romond EH, Perez EA, Bryant J et al (2005) Trastuzumab plus adjuvant chemotherapy for operable HER2-positive breast cancer. N Engl J Med 353:1673–1684CrossRefPubMed Romond EH, Perez EA, Bryant J et al (2005) Trastuzumab plus adjuvant chemotherapy for operable HER2-positive breast cancer. N Engl J Med 353:1673–1684CrossRefPubMed
22.
go back to reference Piccart-Gebhart MJ, Procter M, Leyland-Jones B et al (2005) Trastuzumab after adjuvant chemotherapy in HER2-positive breast cancer. N Engl J Med 353:1659–1672CrossRefPubMed Piccart-Gebhart MJ, Procter M, Leyland-Jones B et al (2005) Trastuzumab after adjuvant chemotherapy in HER2-positive breast cancer. N Engl J Med 353:1659–1672CrossRefPubMed
23.
go back to reference Joensuu H, Kellokumpu-Lehtinen PL, Bono P et al (2006) Adjuvant docetaxel or vinorelbine with or without trastuzumab for breast cancer. N Engl J Med 354:809–820CrossRefPubMed Joensuu H, Kellokumpu-Lehtinen PL, Bono P et al (2006) Adjuvant docetaxel or vinorelbine with or without trastuzumab for breast cancer. N Engl J Med 354:809–820CrossRefPubMed
24.
go back to reference Dawood S, Kristine B, Hortobagyi GN, Giordano SH (2008) Prognosis of women with stage IV breast cancer by HER2 status and trastuzumab treatment: An institutional based review. J Clin Oncol 26(suppl):1018 Dawood S, Kristine B, Hortobagyi GN, Giordano SH (2008) Prognosis of women with stage IV breast cancer by HER2 status and trastuzumab treatment: An institutional based review. J Clin Oncol 26(suppl):1018
25.
go back to reference Early Breast Cancer Trialists’ Collaborative Group (2005) Effects of chemotherapy and hormonal therapy for early breast cancer on recurrence and 15-year survival: an overview of the randomized trials. Lancet 365:1687–1717CrossRef Early Breast Cancer Trialists’ Collaborative Group (2005) Effects of chemotherapy and hormonal therapy for early breast cancer on recurrence and 15-year survival: an overview of the randomized trials. Lancet 365:1687–1717CrossRef
Metadata
Title
Defining breast cancer prognosis based on molecular phenotypes: results from a large cohort study
Authors
Shaheenah Dawood
Rong Hu
Michelle D. Homes
Laura C. Collins
Stuart J. Schnitt
James Connolly
Graham A. Colditz
Rulla M. Tamimi
Publication date
01-02-2011
Publisher
Springer US
Published in
Breast Cancer Research and Treatment / Issue 1/2011
Print ISSN: 0167-6806
Electronic ISSN: 1573-7217
DOI
https://doi.org/10.1007/s10549-010-1113-7

Other articles of this Issue 1/2011

Breast Cancer Research and Treatment 1/2011 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