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Imaging, Diagnosis, Prognosis

Breast Cancer Index Identifies Early-Stage Estrogen Receptor–Positive Breast Cancer Patients at Risk for Early- and Late-Distant Recurrence

Yi Zhang, Catherine A. Schnabel, Brock E. Schroeder, Piiha-Lotta Jerevall, Rachel C. Jankowitz, Tommy Fornander, Olle Stål, Adam M. Brufsky, Dennis Sgroi and Mark G. Erlander
Yi Zhang
1bioTheranostics, Inc., San Diego, California; 2Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts; 3Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania; 4Department of Oncology, Karolinska University Hospital, Karolinska Institute, Stockholm; 5Department of Clinical and Experimental Medicine, Linköping University; and 6Department of Oncology, County Council of Östergötland, Linköping, Sweden
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Catherine A. Schnabel
1bioTheranostics, Inc., San Diego, California; 2Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts; 3Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania; 4Department of Oncology, Karolinska University Hospital, Karolinska Institute, Stockholm; 5Department of Clinical and Experimental Medicine, Linköping University; and 6Department of Oncology, County Council of Östergötland, Linköping, Sweden
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Brock E. Schroeder
1bioTheranostics, Inc., San Diego, California; 2Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts; 3Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania; 4Department of Oncology, Karolinska University Hospital, Karolinska Institute, Stockholm; 5Department of Clinical and Experimental Medicine, Linköping University; and 6Department of Oncology, County Council of Östergötland, Linköping, Sweden
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Piiha-Lotta Jerevall
1bioTheranostics, Inc., San Diego, California; 2Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts; 3Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania; 4Department of Oncology, Karolinska University Hospital, Karolinska Institute, Stockholm; 5Department of Clinical and Experimental Medicine, Linköping University; and 6Department of Oncology, County Council of Östergötland, Linköping, Sweden
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Rachel C. Jankowitz
1bioTheranostics, Inc., San Diego, California; 2Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts; 3Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania; 4Department of Oncology, Karolinska University Hospital, Karolinska Institute, Stockholm; 5Department of Clinical and Experimental Medicine, Linköping University; and 6Department of Oncology, County Council of Östergötland, Linköping, Sweden
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Tommy Fornander
1bioTheranostics, Inc., San Diego, California; 2Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts; 3Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania; 4Department of Oncology, Karolinska University Hospital, Karolinska Institute, Stockholm; 5Department of Clinical and Experimental Medicine, Linköping University; and 6Department of Oncology, County Council of Östergötland, Linköping, Sweden
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Olle Stål
1bioTheranostics, Inc., San Diego, California; 2Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts; 3Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania; 4Department of Oncology, Karolinska University Hospital, Karolinska Institute, Stockholm; 5Department of Clinical and Experimental Medicine, Linköping University; and 6Department of Oncology, County Council of Östergötland, Linköping, Sweden
1bioTheranostics, Inc., San Diego, California; 2Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts; 3Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania; 4Department of Oncology, Karolinska University Hospital, Karolinska Institute, Stockholm; 5Department of Clinical and Experimental Medicine, Linköping University; and 6Department of Oncology, County Council of Östergötland, Linköping, Sweden
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Adam M. Brufsky
1bioTheranostics, Inc., San Diego, California; 2Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts; 3Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania; 4Department of Oncology, Karolinska University Hospital, Karolinska Institute, Stockholm; 5Department of Clinical and Experimental Medicine, Linköping University; and 6Department of Oncology, County Council of Östergötland, Linköping, Sweden
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Dennis Sgroi
1bioTheranostics, Inc., San Diego, California; 2Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts; 3Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania; 4Department of Oncology, Karolinska University Hospital, Karolinska Institute, Stockholm; 5Department of Clinical and Experimental Medicine, Linköping University; and 6Department of Oncology, County Council of Östergötland, Linköping, Sweden
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Mark G. Erlander
1bioTheranostics, Inc., San Diego, California; 2Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts; 3Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania; 4Department of Oncology, Karolinska University Hospital, Karolinska Institute, Stockholm; 5Department of Clinical and Experimental Medicine, Linköping University; and 6Department of Oncology, County Council of Östergötland, Linköping, Sweden
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DOI: 10.1158/1078-0432.CCR-13-0804 Published August 2013
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Abstract

Purpose: Residual risk of relapse remains a substantial concern for patients with hormone receptor–positive breast cancer, with approximately half of all disease recurrences occurring after five years of adjuvant antiestrogen therapy.

Experimental Design: The objective of this study was to examine the prognostic performance of an optimized model of Breast Cancer Index (BCI), an algorithmic gene expression–based signature, for prediction of early (0–5 years) and late (>5 years) risk of distant recurrence in patients with estrogen receptor–positive (ER+), lymph node–negative (LN−) tumors. The BCI model was validated by retrospective analyses of tumor samples from tamoxifen-treated patients from a randomized prospective trial (Stockholm TAM, n = 317) and a multi-institutional cohort (n = 358).

Results: Within the Stockholm TAM cohort, BCI risk groups stratified the majority (∼65%) of patients as low risk with less than 3% distant recurrence rate for 0 to 5 years and 5 to 10 years. In the multi-institutional cohort, which had larger tumors, 55% of patients were classified as BCI low risk with less than 5% distant recurrence rate for 0 to 5 years and 5 to 10 years. For both cohorts, continuous BCI was the most significant prognostic factor beyond standard clinicopathologic factors for 0 to 5 years and more than five years.

Conclusions: The prognostic sustainability of BCI to assess early- and late-distant recurrence risk at diagnosis has clinical use for decisions of chemotherapy at diagnosis and for decisions for extended adjuvant endocrine therapy beyond five years. Clin Cancer Res; 19(15); 4196–205. ©2013 AACR.

Footnotes

  • Note: Supplementary data for this article are available at Clinical Cancer Research Online (http://clincancerres.aacrjournals.org/).

  • Received March 21, 2013.
  • Revision received May 19, 2013.
  • Accepted May 20, 2013.
  • ©2013 American Association for Cancer Research.
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Clinical Cancer Research: 19 (15)
August 2013
Volume 19, Issue 15
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Breast Cancer Index Identifies Early-Stage Estrogen Receptor–Positive Breast Cancer Patients at Risk for Early- and Late-Distant Recurrence
Yi Zhang, Catherine A. Schnabel, Brock E. Schroeder, Piiha-Lotta Jerevall, Rachel C. Jankowitz, Tommy Fornander, Olle Stål, Adam M. Brufsky, Dennis Sgroi and Mark G. Erlander
Clin Cancer Res August 1 2013 (19) (15) 4196-4205; DOI: 10.1158/1078-0432.CCR-13-0804

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Breast Cancer Index Identifies Early-Stage Estrogen Receptor–Positive Breast Cancer Patients at Risk for Early- and Late-Distant Recurrence
Yi Zhang, Catherine A. Schnabel, Brock E. Schroeder, Piiha-Lotta Jerevall, Rachel C. Jankowitz, Tommy Fornander, Olle Stål, Adam M. Brufsky, Dennis Sgroi and Mark G. Erlander
Clin Cancer Res August 1 2013 (19) (15) 4196-4205; DOI: 10.1158/1078-0432.CCR-13-0804
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