Evidence map›Paper›PMID 25908555›Full record

ArticleThe oncologist2015

Defining breast cancer intrinsic subtypes by quantitative receptor expression.

Maggie C U Cheang, Miguel Martin, Torsten O Nielsen, Aleix Prat, David Voduc, Alvaro Rodriguez-Lescure, Amparo Ruiz, Stephen Chia, Lois Shepherd, Manuel Ruiz-Borrego and 14 more

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

Article in The oncologist, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT00129922 (Phase III Study to Compare 6 Courses of FEC), which is not on this map. Cited by 98 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
98citing papers in PubMed, 2 pooled it
6.8field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT00129922 phase3completednot on this map

Phase III Study to Compare 6 Courses of FEC (Fluorouracil, Epirubicin and Cyclophosphamide) vs. 4 Courses of FEC Followed by 8 Weekly Paclitaxel Administrations, as Adjuvant Treatment for Node Positive Operable BC Patients

TypeinterventionalSponsorSpanish Breast Cancer Research GroupRan1999 to 2007Enrolled1,289ConditionsBreast CancerArmspaclitaxel, Fluorouracil, Epirubicin, Cyclophosphamide
3 · Its place in the literature

Who cites it

98 citing papers in PubMed, 2 syntheses or guidelines pooled it, 194 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Trial
  5. Trial
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  14. Endocrine Therapy Omission in Estrogen Receptor-Low (1%-10%) Early-Stage Breast Cancer.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025
    Article
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  19. Clinical characteristics and prognostic analysis of metachronous bilateral breast carcinoma: a retrospective study based on propensity score matching.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2024
    Article
  20. Review

38 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

24 authors at 18 institutions in 5 countries.

Maggie C U CheangLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Miguel MartinLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Torsten O NielsenLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Aleix PratLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
David VoducLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Alvaro Rodriguez-LescureLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Amparo RuizLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Stephen ChiaLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Lois ShepherdLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Manuel Ruiz-BorregoLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Lourdes CalvoLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Emilio AlbaLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Eva CarrascoLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Rosalia CaballeroLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Dongsheng TuLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Kathleen I PritchardLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Mark N LevineLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Vivien H BramwellLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Joel ParkerLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Philip S BernardLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Matthew J EllisLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Charles M PerouLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Angelo Di LeoLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy.
Lisa A CareyLineberger Comprehensive Cancer Center and Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA; Clinical Trials and Statistics Unit at The Institute of Cancer Research, London, United Kingdom; Servicio de Oncología Médica, Instituto de Investigacion Sanitaria Hospital Universitario Gregorio Marañón, Facultad de Medicina, Universidad Complutense, Madrid, Spain; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada; Translation Genomics Unit, Vall d´Hebron Institute of Oncology, Barcelona, Spain; British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain; Department of Medical Oncology, Instituto Valenciano de Oncologia, Valencia, Spain; National Cancer Institute of Canada Clinical Trials Group, Kingston, Ontario, Canada; Department of Medical Oncology, Hospital Universitario Virgen del Rocio, Seville, Spain; Department of Medical Oncology, Complejo Hospitalario Universitario A Coruña, Coruña, Spain; Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain; GEICAM, Madrid, Spain; Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada; McMaster University, Hamilton, Ontario, Canada; Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Alberta, Canada; Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA; Department of Medicine, Washington University, St. Louis, Missouri, USA; Department of Oncology, Hospital of Prato, Istituto Toscani Tumori, Florence, Italy lisa_carey@med.unc.edu.
UNC Lineberger Comprehensive Cancer CenterBC Cancer Agency · CAGEICAM – Spanish Breast Cancer Group · ESOntario Institute for Cancer Research · CAComplexo Hospitalario Universitario A Coruña · ESFundación Instituto Valenciano de Oncología · ESHospital Clínico Universitario Virgen de la Victoria · ESHospital General Universitario de Elche · ESHospital General Universitario Gregorio Marañón · ESHospital of Prato · ITHospital Universitario Virgen del Rocío · ESMcMaster University · CAUniversity of British Columbia · CAUniversity of Calgary · CAUniversity of Toronto · CAUniversity of Utah · USVall d'Hebron Institute of OncologyWashington University in St. Louis · US

Funding

Tissue Procurement & PathologyP50CA058223 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KATHERINE A. HOADLEY · 1992 to 2026
$59.3M
Biological Breast Cancer Classification by qRT-PCRU01CA114722 · NCI · WASHINGTON UNIVERSITY · PI ELLIS, MATTHEW J · 2005 to 2009
$8.7M
Cancer Research UK 15955NCI NIH HHS P50 CA058223NCI NIH HHS P50-CA58223-09A1NCI NIH HHS U01 CA114722
6 · The paper itself

Abstract

purposeTo determine intrinsic breast cancer subtypes represented within categories defined by quantitative hormone receptor (HR) and HER2 expression.

methodsWe merged 1,557 cases from three randomized phase III trials into a single data set. These breast tumors were centrally reviewed in each trial for quantitative ER, PR, and HER2 expression by immunohistochemistry (IHC) stain and by reverse transcription-quantitative polymerase chain reaction (RT-qPCR), with intrinsic subtyping by research-based PAM50 RT-qPCR assay.

resultsAmong 283 HER2-negative tumors with <1% HR expression by IHC, 207 (73%) were basal-like; other subtypes, particularly HER2-enriched (48, 17%), were present. Among the 1,298 HER2-negative tumors, borderline HR (1%-9% staining) was uncommon (n = 39), and these tumors were heterogeneous: 17 (44%) luminal A/B, 12 (31%) HER2-enriched, and only 7 (18%) basal-like. Including them in the definition of triple-negative breast cancer significantly diminished enrichment for basal-like cancer (p < .05). Among 106 HER2-positive tumors with <1% HR expression by IHC, the HER2-enriched subtype was the most frequent (87, 82%), whereas among 127 HER2-positive tumors with strong HR (>10%) expression, only 69 (54%) were HER2-enriched and 55 (43%) were luminal (39 luminal B, 16 luminal A). Quantitative HR expression by RT-qPCR gave similar results. Regardless of methodology, basal-like cases seldom expressed ER/ESR1 or PR/PGR and were associated with the lowest expression level of HER2/ERBB2 relative to other subtypes.

conclusionSignificant discordance remains between clinical assay-defined subsets and intrinsic subtype. For identifying basal-like breast cancer, the optimal HR IHC cut point was <1%, matching the American Society of Clinical Oncology and College of American Pathologists guidelines. Tumors with borderline HR staining are molecularly diverse and may require additional assays to clarify underlying biology.

Indexed as

Erb-b2 Receptor Tyrosine KinasesFemaleGene Expression Regulation, NeoplasticHumansNeoplasm StagingPrognosisRandomized Controlled Trials as TopicReceptors, EstrogenReceptors, ProgesteroneTriple Negative Breast NeoplasmsERBB2 protein, humanErb-b2 Receptor Tyrosine KinasesReceptors, EstrogenReceptors, ProgesteroneBreast cancerIntrinsic subtypesReceptor expression

Identifiers

PMID25908555
PMCPMC4425383
OpenAlexW2168507982

What OpenQuestion holds

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.