title: 70-Gene Signature as an Aid to Treatment Decisions in Early-Stage Breast Cancer.
abstract: BACKGROUND
  The 70-gene signature test (MammaPrint) has been shown to improve prediction of clinical outcome in women with early-stage breast cancer. We sought to provide prospective evidence of the clinical utility of the addition of the 70-gene signature to standard clinical-pathological criteria in selecting patients for adjuvant chemotherapy.
  
  
  METHODS
  In this randomized, phase 3 study, we enrolled 6693 women with early-stage breast cancer and determined their genomic risk (using the 70-gene signature) and their clinical risk (using a modified version of Adjuvant! Online). Women at low clinical and genomic risk did not receive chemotherapy, whereas those at high clinical and genomic risk did receive such therapy. In patients with discordant risk results, either the genomic risk or the clinical risk was used to determine the use of chemotherapy. The primary goal was to assess whether, among patients with high-risk clinical features and a low-risk gene-expression profile who did not receive chemotherapy, the lower boundary of the 95% confidence interval for the rate of 5-year survival without distant metastasis would be 92% (i.e., the noninferiority boundary) or higher.
  
  
  RESULTS
  A total of 1550 patients (23.2%) were deemed to be at high clinical risk and low genomic risk. At 5 years, the rate of survival without distant metastasis in this group was 94.7% (95% confidence interval, 92.5 to 96.2) among those not receiving chemotherapy. The absolute difference in this survival rate between these patients and those who received chemotherapy was 1.5 percentage points, with the rate being lower without chemotherapy. Similar rates of survival without distant metastasis were reported in the subgroup of patients who had estrogen-receptor-positive, human epidermal growth factor receptor 2-negative, and either node-negative or node-positive disease.
  
  
  CONCLUSIONS
  Among women with early-stage breast cancer who were at high clinical risk and low genomic risk for recurrence, the receipt of no chemotherapy on the basis of the 70-gene signature led to a 5-year rate of survival without distant metastasis that was 1.5 percentage points lower than the rate with chemotherapy. Given these findings, approximately 46% of women with breast cancer who are at high clinical risk might not require chemotherapy. (Funded by the European Commission Sixth Framework Program and others; ClinicalTrials.gov number, NCT00433589; EudraCT number, 2005-002625-31.).
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Fatima
authors.initials: F
authors.lastname: Cardoso
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Laura J
authors.initials: LJ
authors.lastname: van't Veer
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Jan
authors.initials: J
authors.lastname: Bogaerts
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Leen
authors.initials: L
authors.lastname: Slaets
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Giuseppe
authors.initials: G
authors.lastname: Viale
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Suzette
authors.initials: S
authors.lastname: Delaloge
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Jean-Yves
authors.initials: JY
authors.lastname: Pierga
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Etienne
authors.initials: E
authors.lastname: Brain
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Sylvain
authors.initials: S
authors.lastname: Causeret
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Mauro
authors.initials: M
authors.lastname: DeLorenzi
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Annuska M
authors.initials: AM
authors.lastname: Glas
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Vassilis
authors.initials: V
authors.lastname: Golfinopoulos
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Theodora
authors.initials: T
authors.lastname: Goulioti
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Susan
authors.initials: S
authors.lastname: Knox
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Erika
authors.initials: E
authors.lastname: Matos
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Bart
authors.initials: B
authors.lastname: Meulemans
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Peter A
authors.initials: PA
authors.lastname: Neijenhuis
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Ulrike
authors.initials: U
authors.lastname: Nitz
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Rodolfo
authors.initials: R
authors.lastname: Passalacqua
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Peter
authors.initials: P
authors.lastname: Ravdin
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Isabel T
authors.initials: IT
authors.lastname: Rubio
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Mahasti
authors.initials: M
authors.lastname: Saghatchian
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Tineke J
authors.initials: TJ
authors.lastname: Smilde
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Christos
authors.initials: C
authors.lastname: Sotiriou
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Lisette
authors.initials: L
authors.lastname: Stork
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Carolyn
authors.initials: C
authors.lastname: Straehle
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Geraldine
authors.initials: G
authors.lastname: Thomas
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Alastair M
authors.initials: AM
authors.lastname: Thompson
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Jacobus M
authors.initials: JM
authors.lastname: van der Hoeven
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Peter
authors.initials: P
authors.lastname: Vuylsteke
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: René
authors.initials: R
authors.lastname: Bernards
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Konstantinos
authors.initials: K
authors.lastname: Tryfonidis
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Emiel
authors.initials: E
authors.lastname: Rutgers
authors.affiliation: From Champalimaud Clinical Center-Champalimaud Foundation, Lisbon, Portugal (F.C.); Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (L.J.V.); European Organization for Research and Treatment of Cancer Headquarters (J.B., L. Slaets, V.G., B.M., K.T.), Breast International Group Headquarters (T.G., C. Straehle), and Institut Jules Bordet, Université Libre de Bruxelles (C. Sotiriou, M.P.), Brussels, and Centre Hospitalier Universitaire Université Catholique de Louvain, Namur (P.V.) - both in Belgium; University of Milan and Istituto Europeo di Oncologia (G.V.) and Europa Donna-European Breast Cancer Coalition (S.K.), Milan, and Azienda Istituti Ospitalieri di Cremona, Cremona (R.P.) - both in Italy; Gustave Roussy, Villejuif (S.D., M.S.), Institut Curie Paris Sciences et Lettres, Université Paris Descartes, Sorbonne Paris Cité, Paris (J.-Y.P.). Institut Curie-Hôpital Rene Huguenin, Saint-Cloud (E.B.), and Centre Georges-Francois-Leclerc, Dijon (S.C.) - all in France; Swiss Institute of Bioinformatics and University of Lausanne, Lausanne, Switzerland (M.D.); Agendia (A.M.G., L. Stork) and the Netherlands Cancer Institute (R.B., E.R.), Amsterdam, Alrijne Ziekenhuis, Rijnland Leiderdorp (P.A.N.), Jeroen Bosch Hospital, 's-Hertogenbosch (T.J.S.), and Medisch Centrum Alkmaar, Alkmaar (J.M.H.) - all in the Netherlands; Institute of Oncology, Ljubljana, Slovenia (E.M.); Evangelisches Krankenhaus Bethesda, Duisburg, Germany (U.N.); University of Texas Health Sciences Center, San Antonio (P.R.); Hospital Universitario Vall d'Hebron, Barcelona (I.T.R.); Imperial College London, London (G.T.); and University of Texas M.D. Anderson Cancer Center, Houston (A.M.T.).
authors.forename: Martine
authors.initials: M
authors.lastname: Piccart
mesh_terms: D000328:Adult; D000368:Aged; D000970:Antineoplastic Agents / Q000627:therapeutic use*; D001943:Breast Neoplasms / Q000188:drug therapy / Q000235:genetics* / Q000401:mortality / Q000601:surgery; D017024:Chemotherapy, Adjuvant; D018572:Disease-Free Survival; D005260:Female; D015870:Gene Expression; D020869:Gene Expression Profiling; D020022:Genetic Predisposition to Disease; D005820:Genetic Testing; D006801:Humans; D053208:Kaplan-Meier Estimate; D008408:Mastectomy; D008875:Middle Aged; D009362:Neoplasm Metastasis / Q000517:prevention & control*; D009367:Neoplasm Staging; D020411:Oligonucleotide Array Sequence Analysis; D011446:Prospective Studies; D012306:Risk; D018570:Risk Assessment
chemical_list: D000970:Antineoplastic Agents