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Fasching P, Laible M, Weber K, Wirtz R, Denkert C, Schlombs K, Schmatloch S, Camara O, Lück H, Huober J, Karn T, van Mackelenbergh M, Marme F, Müller V, Schem C, Stickeler E, Sahin U, Loibl S, Untch M. Evaluation of the MammaTyper® as a molecular predictor for pathological complete response (pCR) after neoadjuvant chemotherapy (NACT) and outcome in patients with different breast cancer (BC) subtypes. Ann Oncol 2018. [DOI: 10.1093/annonc/mdy270.222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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Heublein S, Burgert S, Marme F, Schütz F, Heil J, Jäger D, Braun E, Ladra C, Lange C, Sohn C, Sinn P, Schneeweiss A. Der Einfluss des Patientinnenalters auf Therapie und Prognose des Mammakarzinoms. Geburtshilfe Frauenheilkd 2018. [DOI: 10.1055/s-0038-1671223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
Affiliation(s)
- S Heublein
- Universitäts-Frauenklinik Heidelberg, Heidelberg, Deutschland
| | - S Burgert
- Universitäts-Frauenklinik Heidelberg, Heidelberg, Deutschland
| | - F Marme
- Universitäts-Frauenklinik Heidelberg, Heidelberg, Deutschland
| | - F Schütz
- Universitäts-Frauenklinik Heidelberg, Heidelberg, Deutschland
| | - J Heil
- Universitäts-Frauenklinik Heidelberg, Heidelberg, Deutschland
| | - D Jäger
- Nationales Centrum für Tumorerkrankungen Heidelberg, Heidelberg, Deutschland
| | - E Braun
- Universitäts-Frauenklinik Heidelberg, Heidelberg, Deutschland
| | - C Ladra
- Universitäts-Frauenklinik Heidelberg, Heidelberg, Deutschland
| | - C Lange
- Nationales Centrum für Tumorerkrankungen Heidelberg, Heidelberg, Deutschland
| | - C Sohn
- Universitäts-Frauenklinik Heidelberg, Heidelberg, Deutschland
| | - P Sinn
- Pathologisches Institut der Universität Heidelberg, Heidelberg, Deutschland
| | - A Schneeweiss
- Universitäts-Frauenklinik Heidelberg, Heidelberg, Deutschland
- Nationales Centrum für Tumorerkrankungen Heidelberg, Heidelberg, Deutschland
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Fasching P, Laible M, Weber K, Wirtz R, Denkert C, Schlombs K, Schmatloch S, Camara O, Lück H, Huober J, Karn T, van Mackelenbergh M, Marme F, Müller V, Schem C, Stickeler E, Sahin U, Loibl S, Untch M. Validation of the MammaTyper® pathological complete response (pCR)-score as a predictor for response after neoadjuvant chemotherapy (NACT) in patients with early breast cancer (BC). Ann Oncol 2018. [DOI: 10.1093/annonc/mdy269.166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Reinisch M, Seiler S, Hauzenberger T, Schmatloch S, Strittmatter HJ, Zahm DM, Thode C, Jackisch C, Strik D, Moebus V, Reimer T, Sinn B, Stickeler E, Marme F, Janni W, Kamischke A, Rudlowski C, Nekljudova V, von Minckwitz G, Loibl S. Final analysis of the Male-GBG54 study: A prospective, randomised multi-centre phase II study evaluating endocrine treatment with either tamoxifen +/- gonadotropin releasing hormone analogue (GnRHa) or an aromatase inhibitor + GnRHa in male breast cancer patients. Ann Oncol 2018. [DOI: 10.1093/annonc/mdy424.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Pujade-Lauraine E, Colombo N, Glasspool R, Asselain B, Huzarski T, Korach J, Marme F, Mirza M, Redondo A, Scambia G, Blakeley C, Milner A, Selle F, Vergote I. OReO/ENGOT Ov-38: A phase IIIb trial of olaparib maintenance retreatment in patients with epithelial ovarian cancer. Ann Oncol 2017. [DOI: 10.1093/annonc/mdx372.058] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Dinkic C, Eichbaum M, Schmidt M, Grischke EM, Gebauer G, Fricke HC, Lenz F, Wallwiener M, Marme F, Schneeweiss A, Sohn C, Rom J. Pazopanib (GW786034) and cyclophosphamide in patients with platinum-resistant, recurrent, pre-treated ovarian cancer - Results of the PACOVAR-trial. Gynecol Oncol 2017; 146:279-284. [PMID: 28528917 DOI: 10.1016/j.ygyno.2017.05.013] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2017] [Revised: 05/02/2017] [Accepted: 05/09/2017] [Indexed: 11/26/2022]
Abstract
PURPOSE The prognosis is poor for patients with recurrent, platinum-resistant epithelial ovarian cancer (EOC). Evidence suggests that antiangiogenic treatment modalities could play a major role in EOC. A combined therapy consisting of the investigational oral antiangiogenic agent pazopanib and metronomic oral cyclophosphamide may offer a well-tolerable treatment option to patients with recurrent, previously treated EOC. PATIENTS AND METHODS This study was designed as a multicenter phase I trial evaluating the optimal dose as well as activity and tolerability of pazopanib with metronomic cyclophosphamide in the treatment of patients with recurrent, platinum-resistant, previously treated ovarian, peritoneal, or fallopian tube cancer. Here, 50mg cyclophosphamide were combined with 400 to 800mg pazopanib daily. RESULTS Sixteen patients were treated; mean age was 66years. At dose levels (DL) I and II, one instance of dose-limiting toxicity (DLT) was seen in one of 6 patients. At DL III, two of four patients showed a DLT, leading to a maximum tolerated dose (MTD) of 600mg pazopanib daily. Median number of administered cycles was 6 (2-13), with three patients being treated for at least 13months. Median progression-free survival (PFS) and overall survival (OS) were 8.35months and 24.95months, respectively. 155 adverse events (AE) occurred, most frequently elevation of liver enzymes, leukopenia, diarrhea and fatigue. Altogether, five serious adverse events (SAE) developed in four patients. CONCLUSION Pazopanib 600mg daily p.o. and metronomic cyclophosphamide 50mg daily p.o. is a feasible regimen for patients with recurrent platinum-resistant EOC and showed promising activity in this previously treated patient population. TRIAL REGISTRATION Clin.trial.gov registry no.: NCT01238770.
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Affiliation(s)
- C Dinkic
- University of Heidelberg Medical School, Department of Gynecology and Obstetrics, Im Neuenheimer Feld 440, 69120 Heidelberg, Germany.
| | - M Eichbaum
- HELIOS Dr. Horst Schmidt Kliniken Wiesbaden, Department of Gynecology and Gynecologic Oncology, Ludwig-Erhard-Str. 100, 65199 Wiesbaden, Germany
| | - M Schmidt
- University of Mainz Medical School, Department of Gynecology and Obstetrics, Langenbeckstr. 1, 55131 Mainz, Germany
| | - E M Grischke
- University of Tuebingen Medical School, Department of Gynecology and Obstetrics, Calwerstraße 7, 72076 Tuebingen, Germany
| | - G Gebauer
- Klinik für Gynäkologie und gynäkologische Onkologie, Marienkrankenhaus Hamburg, Alfredstraße 9, 22087 Hamburg, Germany
| | - H C Fricke
- Frauenklinik Klinikum Konstanz, Luisenstraße 7, 78464 Konstanz, Germany
| | - F Lenz
- Frauenklinik Sankt-Marienkrankenhaus Ludwigshafen, Salzburger Straße 15, 67067 Ludwigshafen, Germany
| | - M Wallwiener
- University of Heidelberg Medical School, Department of Gynecology and Obstetrics, Im Neuenheimer Feld 440, 69120 Heidelberg, Germany
| | - F Marme
- University of Heidelberg Medical School, Department of Gynecology and Obstetrics, Im Neuenheimer Feld 440, 69120 Heidelberg, Germany
| | - A Schneeweiss
- University of Heidelberg Medical School, Department of Gynecology and Obstetrics, Im Neuenheimer Feld 440, 69120 Heidelberg, Germany
| | - C Sohn
- University of Heidelberg Medical School, Department of Gynecology and Obstetrics, Im Neuenheimer Feld 440, 69120 Heidelberg, Germany
| | - J Rom
- University of Heidelberg Medical School, Department of Gynecology and Obstetrics, Im Neuenheimer Feld 440, 69120 Heidelberg, Germany
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van Mackelenberg M, Denkert C, Nekljudova V, Karn T, Schem C, Marme F, Stickeler E, Jackisch C, Hanusch C, Huober J, Fasching P, Blohmer JU, Kümmel S, Müller V, Schneeweiss A, Untch M, von Minckwitz G, Weber K, Loibl S. Abstract P1-09-11: Outcome after neoadjuvant chemotherapy in progesterone receptor negative breast cancer patients – A pooled analysis of individual patient data from ten prospectively randomized controlled neoadjuvant trials. Cancer Res 2017. [DOI: 10.1158/1538-7445.sabcs16-p1-09-11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background
The estrogen receptor (ER) as a nuclear transcription factor alters the transcription of estrogen sensitive genes to which the progesterone receptor gene belongs. The ER has also been described to exert non genomic effects by interacting with several cell signalling pathways that do not initially involve increases in gene transcription. These different patterns of action of the ER lead to the assumption that in tumors that utilize the non-genomic ER activity in order to stimulate tumorigenesis and proliferation progesterone receptor (PgR) expression would be decreased or absent. Therefore lack of PgR expression could be a surrogate marker of altered growth factor signalling. The aim of this study was to investigate if PgR expression may act as a predictive factor for response to neoadjuvant chemotherapy and long-term outcome in breast cancer patients.
Methods
5613 patients with primary breast cancer, follow-up, positive ER expression; HER2+ and HER2- from overall 10 (n=9785) German neoadjuvant trials receiving an anthracycline and taxane based chemotherapy were included. The pathologic complete response (pCR)(ypT0, ypN0), long term survival data (disease free survival (DFS), distant disease free survival (DDFS), overall survival (OS) and local recurrence free survival (LRFS)) and early relapse, defined as DFS <37 months, were compared according to their PgR expression, overall and in subgroups defined by HER2.
Results
Tumors lacking PgR expression (1172 patients) were more often of grade 3 (38.4% v 26.3%; p<0.001), tended to have an advanced clinical nodal involvement (6.8% v 4.7%; p=0.004) and were more likely to demonstrate HER2 positivity (36.2% v 22.3%; p<0.001).
pCR rates were significantly higher in PgR negative patients in the entire cohort (13.8% v 7.5%; p<0.001) as well as in the HER2 negative subgroup (11.2% v 5.8%; p<0.001) whereas there was no significant difference in the HER2 positive (22.1% v 18%; p=0.117). After adjusting for known predictive factors in the multivariable logistic regression analysis PgR negativity was an independent predictive factor for pCR overall (OR 1.76; p<0.001) and in the HER2 negative patients (OR 1.99; p<0.001).
PgR negativity was also significantly associated with an early relapse overall (32.8% v 25.7%; p<0.001) and in the subgroups defined by HER2 (HER2- 32.2% v 24.9%; p<0.001 and HER2+ 39.9%v 30.5%; p=0.002).
Patients with PgR negative disease had a significantly worse DFS, OS, DDFS and LRFS (p<0.001, respectively). Multivariable Cox regression analysis revealed that PgR was an independent prognostic factor. This was also observed in the HER2+ and- subgroups. Interestingly, in the PgR negative tumors HER2 status did not influence long-term outcome.
Conclusion
This analysis demonstrates that ER positive and PgR negative tumors represent a specific subset in primary breast cancer patients associated with higher response but also worse long term outcome after neoadjuvant chemotherapy. Interestingly, PgR negativity served as an independent predictive factor for achieving a pCR after neoadjuvant chemotherapy and therefore its status should be considered when deciding on systemic treatment.
Citation Format: van Mackelenberg M, Denkert C, Nekljudova V, Karn T, Schem C, Marme F, Stickeler E, Jackisch C, Hanusch C, Huober J, Fasching P, Blohmer J-U, Kümmel S, Müller V, Schneeweiss A, Untch M, von Minckwitz G, Weber K, Loibl S. Outcome after neoadjuvant chemotherapy in progesterone receptor negative breast cancer patients – A pooled analysis of individual patient data from ten prospectively randomized controlled neoadjuvant trials [abstract]. In: Proceedings of the 2016 San Antonio Breast Cancer Symposium; 2016 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2017;77(4 Suppl):Abstract nr P1-09-11.
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Affiliation(s)
- M van Mackelenberg
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - C Denkert
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - V Nekljudova
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - T Karn
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - C Schem
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - F Marme
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - E Stickeler
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - C Jackisch
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - C Hanusch
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - J Huober
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - P Fasching
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - J-U Blohmer
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - S Kümmel
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - V Müller
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - A Schneeweiss
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - M Untch
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - G von Minckwitz
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - K Weber
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
| | - S Loibl
- German Breast Group, Neu-Isenburg; Charite Berlin; Universitätsklinikum Frankfurt; Universitätsklinikum Schleswig-Holstein Kiel; Universitätsklinikum Heidelberg; Universitätsklinikum Aachen; Sana Klinikum Offenbach; Universitätsklinikum München; Universitätsklinikum Ulm; Universitätsklinikum Erlangen; Kliniken Essen-Mitte, Essen; Universitätsklinikum Hamburg; Helios Kliniken Berlin-Buch
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Wirtz RM, Scheffen I, Marme F, Laible M, Sclombs K, Schumacher C, Schneeweiss A, Eidt S, Sinn HP. Abstract P2-05-25: Predictive value of ultra-high ESR1 mRNA expression in early breast cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.sabcs16-p2-05-25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background
Quantitative determination of estrogen receptor mRNA expression in luminal breast tumors is predictive for benefit from adjuvant tamoxifen compared to placebo treatment as has been shown in the large randomized NSABP B-14 trial, while protein determination by IHC or LBA is not (Kim et al JCO 2011). Interestingly, the ultrahigh expression of ESR1 mRNA (above ER score 10 by Oncotype test) has been indicative for tamoxifen benefit. This predictive cut-off value of mRNA expression is significantly higher than the diagnostic cut-off (at ER score 6.5). Here we tested wether the ultrahigh expression of ESR1 mRNA determined by commercial MammaTyper® testing is predictive for survival after neoadjuvant chemotherapy treatment of advanced breast cancer.
Materials and Methods
Pretreatment core cut biopsies from n=54 patients with PBC treated within a randomized phase II trial (2) of anthracyline/taxane based NAC with available clinical follow-up information were examined. RNA was extracted from the FFPE sections and ESR1 mRNA from each section was measured by commercial assays. For technical comparison of ESR1 mRNA values by Oncotype DX versus MammaTyper® from n=113 surgical samples were analyzed by both commercial assays in a blinded fashion. Statistical analysis was performed using the SAS JMP® 9.0.0 software.
Results
Quantification of ESR1 mRNA expression after RNA extraction from separate slices of 113 primary breast tumors and determination by different commercial RT-qPCR assays resulted in high correlation of continuous expression results (Spearman r=0,85; p<0,0001). The rate of ESR1 mRNA negative cases by both methods by predefined diagnostic cut-offs was low in this cohort (1/113 and 6/113, respectively) resulting in high concordance for positive ER status by both methods.The median expression of ER score and ESR1 40-DDCq was high (10,2 and 39,8, respectively) and almost exactly at the predictive ER score cut-off. Hence, the Tamoxifen benefit cut-off of ER score 10 by Oncotype is comparable with a 40-DDCqvalue of 39,6 for ESR1 mRNA determination by MammaTyper®, which resembles an ESR1 mRNA expression 3fold above the diagnostic cut-off. In the independent chemotherapy cohort theoptimal discrimination for overall survival could be achieved by an elevated ESR1 mRNA expression exactly at 39,6 resulting in 100% overall survival for ultra-high expressors and 75 % overall survival for lower ESR1 mRNA expression after 5 years (p=0,006).
Conclusion
Previous data suggest that ultrahigh expression of ESR1 mRNA is predictive for improved overall survival and tamoxifen benefit (1). Here we show that ultrahigh expression of ESR1 mRNA is also prognostic in more advanced breast tumors after neoadjuvant chemotherapy. These findings validate the importance of quantitative determination of estrogen receptor expression and substantiate the understanding of receptor expression being a continuous determinant with indication specific cut-off values. Ultrahigh expression of ESR1 seems to identify a distinct subset of luminal breast tumors with superior prognosis and benefit from tamoxifen treatment. These findings warrant further investigation, which are currently being done in independent large breast cancer cohorts.
Citation Format: Wirtz RM, Scheffen I, Marme F, Laible M, Sclombs K, Schumacher C, Schneeweiss A, Eidt S, Sinn H-P. Predictive value of ultra-high ESR1 mRNA expression in early breast cancer [abstract]. In: Proceedings of the 2016 San Antonio Breast Cancer Symposium; 2016 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2017;77(4 Suppl):Abstract nr P2-05-25.
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Affiliation(s)
- RM Wirtz
- STRATIFYER Molecular Pathology GmbH, Cologne, Germany; St. Elisabeth-Hospital Köln-Hohenlnd, Cologne, Germany; National Center for Tumor Diseases, University-Hospital Heidelberg, Heidelberg, Germany; BioNTech Diagnostics GmbH, Mainz, Germany; Institute of Pathology at the St. Elisabeth-Hospital Köln-Hohenlind, Cologne, Germany; Unibversity Clinic Heidelberg, Heidelberg, Germany
| | - I Scheffen
- STRATIFYER Molecular Pathology GmbH, Cologne, Germany; St. Elisabeth-Hospital Köln-Hohenlnd, Cologne, Germany; National Center for Tumor Diseases, University-Hospital Heidelberg, Heidelberg, Germany; BioNTech Diagnostics GmbH, Mainz, Germany; Institute of Pathology at the St. Elisabeth-Hospital Köln-Hohenlind, Cologne, Germany; Unibversity Clinic Heidelberg, Heidelberg, Germany
| | - F Marme
- STRATIFYER Molecular Pathology GmbH, Cologne, Germany; St. Elisabeth-Hospital Köln-Hohenlnd, Cologne, Germany; National Center for Tumor Diseases, University-Hospital Heidelberg, Heidelberg, Germany; BioNTech Diagnostics GmbH, Mainz, Germany; Institute of Pathology at the St. Elisabeth-Hospital Köln-Hohenlind, Cologne, Germany; Unibversity Clinic Heidelberg, Heidelberg, Germany
| | - M Laible
- STRATIFYER Molecular Pathology GmbH, Cologne, Germany; St. Elisabeth-Hospital Köln-Hohenlnd, Cologne, Germany; National Center for Tumor Diseases, University-Hospital Heidelberg, Heidelberg, Germany; BioNTech Diagnostics GmbH, Mainz, Germany; Institute of Pathology at the St. Elisabeth-Hospital Köln-Hohenlind, Cologne, Germany; Unibversity Clinic Heidelberg, Heidelberg, Germany
| | - K Sclombs
- STRATIFYER Molecular Pathology GmbH, Cologne, Germany; St. Elisabeth-Hospital Köln-Hohenlnd, Cologne, Germany; National Center for Tumor Diseases, University-Hospital Heidelberg, Heidelberg, Germany; BioNTech Diagnostics GmbH, Mainz, Germany; Institute of Pathology at the St. Elisabeth-Hospital Köln-Hohenlind, Cologne, Germany; Unibversity Clinic Heidelberg, Heidelberg, Germany
| | - C Schumacher
- STRATIFYER Molecular Pathology GmbH, Cologne, Germany; St. Elisabeth-Hospital Köln-Hohenlnd, Cologne, Germany; National Center for Tumor Diseases, University-Hospital Heidelberg, Heidelberg, Germany; BioNTech Diagnostics GmbH, Mainz, Germany; Institute of Pathology at the St. Elisabeth-Hospital Köln-Hohenlind, Cologne, Germany; Unibversity Clinic Heidelberg, Heidelberg, Germany
| | - A Schneeweiss
- STRATIFYER Molecular Pathology GmbH, Cologne, Germany; St. Elisabeth-Hospital Köln-Hohenlnd, Cologne, Germany; National Center for Tumor Diseases, University-Hospital Heidelberg, Heidelberg, Germany; BioNTech Diagnostics GmbH, Mainz, Germany; Institute of Pathology at the St. Elisabeth-Hospital Köln-Hohenlind, Cologne, Germany; Unibversity Clinic Heidelberg, Heidelberg, Germany
| | - S Eidt
- STRATIFYER Molecular Pathology GmbH, Cologne, Germany; St. Elisabeth-Hospital Köln-Hohenlnd, Cologne, Germany; National Center for Tumor Diseases, University-Hospital Heidelberg, Heidelberg, Germany; BioNTech Diagnostics GmbH, Mainz, Germany; Institute of Pathology at the St. Elisabeth-Hospital Köln-Hohenlind, Cologne, Germany; Unibversity Clinic Heidelberg, Heidelberg, Germany
| | - H-P Sinn
- STRATIFYER Molecular Pathology GmbH, Cologne, Germany; St. Elisabeth-Hospital Köln-Hohenlnd, Cologne, Germany; National Center for Tumor Diseases, University-Hospital Heidelberg, Heidelberg, Germany; BioNTech Diagnostics GmbH, Mainz, Germany; Institute of Pathology at the St. Elisabeth-Hospital Köln-Hohenlind, Cologne, Germany; Unibversity Clinic Heidelberg, Heidelberg, Germany
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Mayer C, Schmidt M, Grischke EM, Gebauer G, Fricke HC, Lenz F, Bischofs E, Wallwiener M, Marme F, Schneeweiss A, Sohn C, Eichbaum M, Rom J. The PACOVAR-trial: A multicenter phase I trial of pazopanib (GW786034) and metronomic cyclophosphamide in patients with recurrent platinum-resistant ovarian cancer. Geburtshilfe Frauenheilkd 2016. [DOI: 10.1055/s-0036-1592664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
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10
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Hennigs A, Heil J, Gondos A, Riedel F, Marme F, Sinn HP, Schirmacher P, Kauczor HU, Debus J, Golatta M, Schtz F, Sohn C, Schneeweiss A. Abstract P1-07-12: Prognosis of clinico-pathological breast cancer subtypes in routine clinical care. Cancer Res 2016. [DOI: 10.1158/1538-7445.sabcs15-p1-07-12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background / Aim: To analyze oncological outcome of breast cancer (BC) subtypes in routine clinical care in specialized breast care units (BCU).
Patients and methods: A prospectively followed cohort of 4110 female cases with primary, non-bilateral, non-metastatic BC treated between 01.01.2003 and 31.12.2012 has been analyzed for the whole cohort and separately for the five routinely used clinico-pathological subtypes (i.e. Luminal A, Luminal B (=Her2 neg.), Luminal B (=Her2 pos.), HER-2, triple negative). The median follow-up of the cohort was 51 month. We calculated estimates for local control rate (LCR), disease-free survival (DFS), distant disease-free survival (DDFS), overall survival (OS) and relative overall survival (ROS).
5 year outcome results referred to 5 different endpoints (using Kaplan-Meier method) of all patients with primary, non-metastatic, non-bilateral breast cancer treated at Heidelberg Breast Care Unit between 01.01.2003 and 31.12.2012 All patients (including in-situ)Patients with invasive cancer (excluding in-situ) n=4102 (including 499 in-situ cases)n = 3603LCR [%] (95% CI)96.1 (95.6 ; 96.6)96.1 (95.7 ; 96.5)DFS [%] (95% CI)85.0 (84.2 ; 85.8)83.7 (82.8 ; 84.6)DDFS [%] (95% CI)86.9 (86.1 ; 87.7)85.7 (84.8 ; (86.6)OS [%] (95% CI)91.3 (90.5 ; 92.2)90.5 (89.6 ; 91.4)ROS [%] (95% CI)95.5 (94.3 ; 96.7)94.7 (93.4 ; 96.0)CI, confidence interval; LCR, local recurrence rate; DFS, disease-free survival; DDFS, distant disease-free survival; OS, observed overall survival; ROS, relative (age adjusted) overall survival
Outcome results referred to 5 different endpoints (using Kaplan-Meier method) according to clinico-pathological tumor subtype or in-situ tumor. Results in percent at 5 years (95% CI).invasive cancer (n = 34541) Lum A-likeLum B1-likeLum B2-likeHER2+Triple negativeCIS (n = 499)LCR [%] (95% CI)99.1 (98.7 ; 99.5)95.2 (-)**95.0 (86.3 ; 100)90.5 (-)89.6 (87.1 ; 92.1)96.2 (94.3 ; 98.1)DFS [%] (95% CI)92.2 (90.9 ; 93.5)80.1 (78.6 ; 81.6)79.0 (71.0 ; 86.0)77.0 (-)69.1 (66.4 ; 71.8)93.0 (91.3 ; 94.7)DDFS [%] (95% CI)92.9 (91.6 ; 94.2)82.2 (80.5 ; 83.9)82.8 (76.5 ; 89.1)83.3 (-)72.2 (70.7 ; 73.7)95.6 (94.4 ; 96.8)OS [%] (95% CI)95.1 (94.1 ; 96.1)88.7 (86.6 ; 90.8)92.5 (87.5 ; 97.5)85.6 (79.9 ; 91.3)78.5 (76.4 ; 80.6)96.9 (95.2 ; 98.6)ROS [%] (95% CI)100.0 (98.5 ; 100)93.4 (90.7 ; 96.1)96.0 (91.2 ; 100)88.8 (81.4 ; 96.2)80.1 (75.1 ; 85.1)100.0 (97.8 ; 100)
Results: LCR, DFS, DDFS, OS and ROS over 5 years for the whole cohort of invasive cases were 96.1%, 83.7%, 85.7%, 90.5% and 94.7%, respectively. Luminal A tumors were the most frequent (44.7%) and showed the best outcome with LCR, OS and ROS over 5 years at 99.1%, 95.1% and 100.0%, respectively; while triple negative tumors presented the poorest outcome with LCR, OS and ROS over 5 years at 89.6%, 78.5% and 80.1%, respectively.
Conclusions: This outcome analysis of a large cohort of patients with primary BC diagnosed, treated and prospectively followed on a routine basis at a specialized BCU in Germany confirmed general and detailed clinico-pathological subtype outcome data of clinical trials.
Citation Format: Hennigs A, Heil J, Gondos A, Riedel F, Marme F, Sinn H-P, Schirmacher P, Kauczor H-U, Debus J, Golatta M, Schtz F, Sohn C, Schneeweiss A. Prognosis of clinico-pathological breast cancer subtypes in routine clinical care. [abstract]. In: Proceedings of the Thirty-Eighth Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2015 Dec 8-12; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2016;76(4 Suppl):Abstract nr P1-07-12.
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Affiliation(s)
- A Hennigs
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany; Department of Pathology, University of Heidelberg, Heidelberg; Department of Radiology, University of Heidelberg, Heidelberg, Germany; Department of Radio-Oncology, University of Heidelberg, Heidelberg, Germany; National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - J Heil
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany; Department of Pathology, University of Heidelberg, Heidelberg; Department of Radiology, University of Heidelberg, Heidelberg, Germany; Department of Radio-Oncology, University of Heidelberg, Heidelberg, Germany; National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - A Gondos
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany; Department of Pathology, University of Heidelberg, Heidelberg; Department of Radiology, University of Heidelberg, Heidelberg, Germany; Department of Radio-Oncology, University of Heidelberg, Heidelberg, Germany; National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - F Riedel
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany; Department of Pathology, University of Heidelberg, Heidelberg; Department of Radiology, University of Heidelberg, Heidelberg, Germany; Department of Radio-Oncology, University of Heidelberg, Heidelberg, Germany; National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - F Marme
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany; Department of Pathology, University of Heidelberg, Heidelberg; Department of Radiology, University of Heidelberg, Heidelberg, Germany; Department of Radio-Oncology, University of Heidelberg, Heidelberg, Germany; National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - H-P Sinn
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany; Department of Pathology, University of Heidelberg, Heidelberg; Department of Radiology, University of Heidelberg, Heidelberg, Germany; Department of Radio-Oncology, University of Heidelberg, Heidelberg, Germany; National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - P Schirmacher
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany; Department of Pathology, University of Heidelberg, Heidelberg; Department of Radiology, University of Heidelberg, Heidelberg, Germany; Department of Radio-Oncology, University of Heidelberg, Heidelberg, Germany; National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - H-U Kauczor
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany; Department of Pathology, University of Heidelberg, Heidelberg; Department of Radiology, University of Heidelberg, Heidelberg, Germany; Department of Radio-Oncology, University of Heidelberg, Heidelberg, Germany; National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - J Debus
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany; Department of Pathology, University of Heidelberg, Heidelberg; Department of Radiology, University of Heidelberg, Heidelberg, Germany; Department of Radio-Oncology, University of Heidelberg, Heidelberg, Germany; National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - M Golatta
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany; Department of Pathology, University of Heidelberg, Heidelberg; Department of Radiology, University of Heidelberg, Heidelberg, Germany; Department of Radio-Oncology, University of Heidelberg, Heidelberg, Germany; National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - F Schtz
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany; Department of Pathology, University of Heidelberg, Heidelberg; Department of Radiology, University of Heidelberg, Heidelberg, Germany; Department of Radio-Oncology, University of Heidelberg, Heidelberg, Germany; National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - C Sohn
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany; Department of Pathology, University of Heidelberg, Heidelberg; Department of Radiology, University of Heidelberg, Heidelberg, Germany; Department of Radio-Oncology, University of Heidelberg, Heidelberg, Germany; National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - A Schneeweiss
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany; Department of Pathology, University of Heidelberg, Heidelberg; Department of Radiology, University of Heidelberg, Heidelberg, Germany; Department of Radio-Oncology, University of Heidelberg, Heidelberg, Germany; National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
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11
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Pirie A, Guo Q, Kraft P, Canisius S, Eccles DM, Rahman N, Nevanlinna H, Chen C, Khan S, Tyrer J, Bolla MK, Wang Q, Dennis J, Michailidou K, Lush M, Dunning AM, Shah M, Czene K, Darabi H, Eriksson M, Lambrechts D, Weltens C, Leunen K, van Ongeval C, Nordestgaard BG, Nielsen SF, Flyger H, Rudolph A, Seibold P, Flesch-Janys D, Blomqvist C, Aittomäki K, Fagerholm R, Muranen TA, Olsen JE, Hallberg E, Vachon C, Knight JA, Glendon G, Mulligan AM, Broeks A, Cornelissen S, Haiman CA, Henderson BE, Schumacher F, Le Marchand L, Hopper JL, Tsimiklis H, Apicella C, Southey MC, Cross SS, Reed MWR, Giles GG, Milne RL, McLean C, Winqvist R, Pylkäs K, Jukkola-Vuorinen A, Grip M, Hooning MJ, Hollestelle A, Martens JWM, van den Ouweland AMW, Marme F, Schneeweiss A, Yang R, Burwinkel B, Figueroa J, Chanock SJ, Lissowska J, Sawyer EJ, Tomlinson I, Kerin MJ, Miller N, Brenner H, Butterbach K, Holleczek B, Kataja V, Kosma VM, Hartikainen JM, Li J, Brand JS, Humphreys K, Devilee P, Tollenaar RAEM, Seynaeve C, Radice P, Peterlongo P, Manoukian S, Ficarazzi F, Beckmann MW, Hein A, Ekici AB, Balleine R, Phillips KA, Benitez J, Zamora MP, Perez JIA, Menéndez P, Jakubowska A, Lubinski J, Gronwald J, Durda K, Hamann U, Kabisch M, Ulmer HU, Rüdiger T, Margolin S, Kristensen V, Nord S, Evans DG, Abraham J, Earl H, Poole CJ, Hiller L, Dunn JA, Bowden S, Yang R, Campa D, Diver WR, Gapstur SM, Gaudet MM, Hankinson S, Hoover RN, Hüsing A, Kaaks R, Machiela MJ, Willett W, Barrdahl M, Canzian F, Chin SF, Caldas C, Hunter DJ, Lindstrom S, Garcia-Closas M, Couch FJ, Chenevix-Trench G, Mannermaa A, Andrulis IL, Hall P, Chang-Claude J, Easton DF, Bojesen SE, Cox A, Fasching PA, Pharoah PDP, Schmidt MK. Common germline polymorphisms associated with breast cancer-specific survival. Breast Cancer Res 2015; 17:58. [PMID: 25897948 PMCID: PMC4484708 DOI: 10.1186/s13058-015-0570-7] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2014] [Accepted: 04/10/2015] [Indexed: 01/23/2023] Open
Abstract
INTRODUCTION Previous studies have identified common germline variants nominally associated with breast cancer survival. These associations have not been widely replicated in further studies. The purpose of this study was to evaluate the association of previously reported SNPs with breast cancer-specific survival using data from a pooled analysis of eight breast cancer survival genome-wide association studies (GWAS) from the Breast Cancer Association Consortium. METHODS A literature review was conducted of all previously published associations between common germline variants and three survival outcomes: breast cancer-specific survival, overall survival and disease-free survival. All associations that reached the nominal significance level of P value <0.05 were included. Single nucleotide polymorphisms that had been previously reported as nominally associated with at least one survival outcome were evaluated in the pooled analysis of over 37,000 breast cancer cases for association with breast cancer-specific survival. Previous associations were evaluated using a one-sided test based on the reported direction of effect. RESULTS Fifty-six variants from 45 previous publications were evaluated in the meta-analysis. Fifty-four of these were evaluated in the full set of 37,954 breast cancer cases with 2,900 events and the two additional variants were evaluated in a reduced sample size of 30,000 samples in order to ensure independence from the previously published studies. Five variants reached nominal significance (P <0.05) in the pooled GWAS data compared to 2.8 expected under the null hypothesis. Seven additional variants were associated (P <0.05) with ER-positive disease. CONCLUSIONS Although no variants reached genome-wide significance (P <5 x 10(-8)), these results suggest that there is some evidence of association between candidate common germline variants and breast cancer prognosis. Larger studies from multinational collaborations are necessary to increase the power to detect associations, between common variants and prognosis, at more stringent significance levels.
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Affiliation(s)
- Ailith Pirie
- />Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
| | - Qi Guo
- />Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
| | - Peter Kraft
- />Program in Genetic Epidemiology and Statistical Genetics, Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA 02115 USA
- />Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA 02115 USA
| | - Sander Canisius
- />Netherlands Cancer Institute, Antoni Van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
| | - Diana M Eccles
- />Faculty of Medicine, University of Southampton, Highfield Campus, Southampton, SO17 1BJ UK
| | - Nazneen Rahman
- />Division of Genetics and Epidemiology, Institute of Cancer Research, 15 Cotswold Road, Sutton, SM2 5NG Surrey, UK
| | - Heli Nevanlinna
- />Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Haartmaninkatu 8, FIN-00029 HUS Helsinki, Finland
| | - Constance Chen
- />Program in Genetic Epidemiology and Statistical Genetics, Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA 02115 USA
| | - Sofia Khan
- />Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Haartmaninkatu 8, FIN-00029 HUS Helsinki, Finland
| | - Jonathan Tyrer
- />Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
| | - Manjeet K Bolla
- />Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
| | - Qin Wang
- />Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
| | - Joe Dennis
- />Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
| | - Kyriaki Michailidou
- />Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
| | - Michael Lush
- />Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
| | - Alison M Dunning
- />Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
| | - Mitul Shah
- />Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
| | - Kamila Czene
- />Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Nobels väg 12A, Stockholm, 17177 Sweden
| | - Hatef Darabi
- />Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Nobels väg 12A, Stockholm, 17177 Sweden
| | - Mikael Eriksson
- />Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Nobels väg 12A, Stockholm, 17177 Sweden
| | - Dieter Lambrechts
- />Vesalius Research Center (VRC), Vib, Herestraat 49, 3000 Leuven, Belgium
- />Laboratory for Translational Genetics, Department of Oncology, University of Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Caroline Weltens
- />Oncology Department, University Hospital Gasthuisberg, Herestraat 49, 3000 Leuven, Belgium
| | - Karin Leunen
- />Oncology Department, University Hospital Gasthuisberg, Herestraat 49, 3000 Leuven, Belgium
| | - Chantal van Ongeval
- />Oncology Department, University Hospital Gasthuisberg, Herestraat 49, 3000 Leuven, Belgium
| | - Børge G Nordestgaard
- />Copenhagen General Population Study, Herlev Hospital, Copenhagen University Hospital, Herlev Ringvej 75, DK-2730 Herlev, Copenhagen Denmark
- />Department of Clinical Biochemistry, Herlev Hospital, Copenhagen University Hospital, Herlev Ringvej 75, DK-2730 Herlev, Copenhagen Denmark
- />Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3, DK-2220 Copenhagen, Denmark
| | - Sune F Nielsen
- />Copenhagen General Population Study, Herlev Hospital, Copenhagen University Hospital, Herlev Ringvej 75, DK-2730 Herlev, Copenhagen Denmark
- />Department of Clinical Biochemistry, Herlev Hospital, Copenhagen University Hospital, Herlev Ringvej 75, DK-2730 Herlev, Copenhagen Denmark
| | - Henrik Flyger
- />Department of Breast Surgery, Herlev Hospital, Copenhagen University Hospital, Herlev Ringvej 75, DK-2730 Herlev, Copenhagen Denmark
| | - Anja Rudolph
- />Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Petra Seibold
- />Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Dieter Flesch-Janys
- />Department of Cancer Epidemiology/Clinical Cancer Registry and Institute for Medical Biometrics and Epidemiology, University Clinic Hamburg-Eppendorf, Martinistrasse 52, 20246 Hamburg, Germany
| | - Carl Blomqvist
- />Department of Oncology, Helsinki University Central Hospital, Sairaalatie 8, 08 200 LOHJA Helsinki, Finland
| | - Kristiina Aittomäki
- />Department of Clinical Genetics, Helsinki University Central Hospital, Sairaalatie 8, 08 200 LOHJA Helsinki, Finland
| | - Rainer Fagerholm
- />Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Haartmaninkatu 8, FIN-00029 HUS Helsinki, Finland
- />Department of Oncology, Helsinki University Central Hospital, Sairaalatie 8, 08 200 LOHJA Helsinki, Finland
- />Department of Clinical Genetics, Helsinki University Central Hospital, Sairaalatie 8, 08 200 LOHJA Helsinki, Finland
| | - Taru A Muranen
- />Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Haartmaninkatu 8, FIN-00029 HUS Helsinki, Finland
| | - Janet E Olsen
- />Department of Health Sciences Research, Mayo Clinic, 200 First Street SW, Rochester, MN 55905 USA
| | - Emily Hallberg
- />Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN 55905 USA
| | - Celine Vachon
- />Department of Health Sciences Research, Mayo Clinic, 200 First Street SW, Rochester, MN 55905 USA
| | - Julia A Knight
- />Prosserman Centre for Health Research, Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, 600 University Avenue, Toronto, ON M5G 1X5 Canada
- />Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, 155 College Street, Toronto, ON M5T 3M7 Canada
| | - Gord Glendon
- />Ontario Cancer Genetics Network, Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, 600 University Avenue, Toronto, ON M5G 1X5 Canada
| | - Anna Marie Mulligan
- />Department of Laboratory Medicine and Pathobiology, University of Toronto, 1 King’s College Circle, Toronto, ON M5S 1A8 Canada
- />Laboratory Medicine Program, University Health Network, 200 Elizabeth Street, Toronto, ON M5G 2C4 Canada
| | - Annegien Broeks
- />Netherlands Cancer Institute, Antoni Van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
| | - Sten Cornelissen
- />Netherlands Cancer Institute, Antoni Van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
| | - Christopher A Haiman
- />Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Avenue, Los Angeles, CA 90033 USA
| | - Brian E Henderson
- />Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Avenue, Los Angeles, CA 90033 USA
| | - Frederick Schumacher
- />Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Avenue, Los Angeles, CA 90033 USA
| | - Loic Le Marchand
- />Cancer Research Center of Hawaii, University of Hawaii, 701 Ilalo Street, Honolulu, HI 96813 USA
| | - John L Hopper
- />Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, Melbourne School of Population Health, The University of Melbourne, 207 Bouverie Street, Melbourne, VIC 3010 Australia
| | - Helen Tsimiklis
- />Department of Pathology, The University of Melbourne, 207 Bouverie Street, Melbourne, VIC 3010 Australia
| | - Carmel Apicella
- />Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, Melbourne School of Population Health, The University of Melbourne, 207 Bouverie Street, Melbourne, VIC 3010 Australia
| | - Melissa C Southey
- />Department of Pathology, The University of Melbourne, 207 Bouverie Street, Melbourne, VIC 3010 Australia
| | - Simon S Cross
- />Academic Unit of Pathology, Department of Neuroscience, University of Sheffield, 385a Glossop Road, Sheffield, S10 2HQ UK
| | - Malcolm WR Reed
- />CRUK/YCR Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Beech Hill Road, Sheffield, S10 2RX UK
| | - Graham G Giles
- />Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, Melbourne School of Population Health, The University of Melbourne, 207 Bouverie Street, Melbourne, VIC 3010 Australia
- />Cancer Epidemiology Centre, The Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC 3004 Australia
| | - Roger L Milne
- />Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, Melbourne School of Population Health, The University of Melbourne, 207 Bouverie Street, Melbourne, VIC 3010 Australia
- />Cancer Epidemiology Centre, The Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC 3004 Australia
| | - Catriona McLean
- />Anatomical Pathology, The Alfred Hospital, Commercial Road, Melbourne, VIC 3007 Australia
| | - Robert Winqvist
- />Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Genetics and Biocenter Oulu, University of Oulu, Oulu University Hospital, Kajaanintie 50, FI-90220 Oulu, Finland
| | - Katri Pylkäs
- />Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Genetics and Biocenter Oulu, University of Oulu, Oulu University Hospital, Kajaanintie 50, FI-90220 Oulu, Finland
| | - Arja Jukkola-Vuorinen
- />Department of Oncology, Oulu University Hospital, University of Oulu, Kajaanintie 50, FI-90220 Oulu, Finland
| | - Mervi Grip
- />Department of Surgery, Oulu University Hospital, University of Oulu, Kajaanintie 50, FI-90220 Oulu, Finland
| | - Maartje J Hooning
- />Department of Medical Oncology, Family Cancer Clinic, Erasmus McCancer Institute, ’s-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands
| | - Antoinette Hollestelle
- />Department of Medical Oncology, Family Cancer Clinic, Erasmus McCancer Institute, ’s-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands
| | - John WM Martens
- />Department of Medical Oncology, Family Cancer Clinic, Erasmus McCancer Institute, ’s-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands
| | - Ans MW van den Ouweland
- />Department of Medical Oncology, Family Cancer Clinic, Erasmus McCancer Institute, ’s-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands
| | - Federick Marme
- />Department of Obstetrics and Gynecology, University of Heidelberg, Voßstrasse 9, 69115 Heidelberg, Germany
- />National Center for Tumor Diseases, University of Heidelberg, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Andreas Schneeweiss
- />Department of Obstetrics and Gynecology, University of Heidelberg, Voßstrasse 9, 69115 Heidelberg, Germany
- />National Center for Tumor Diseases, University of Heidelberg, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Rongxi Yang
- />Department of Obstetrics and Gynecology, University of Heidelberg, Voßstrasse 9, 69115 Heidelberg, Germany
| | - Barbara Burwinkel
- />Department of Obstetrics and Gynecology, University of Heidelberg, Voßstrasse 9, 69115 Heidelberg, Germany
- />Molecular Epidemiology Group, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Jonine Figueroa
- />Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9000 Rockville Pike, Bethesda, MD 20892 USA
| | - Stephen J Chanock
- />Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9000 Rockville Pike, Bethesda, MD 20892 USA
- />Core Genotyping Facility, Frederick National Laboratory for Cancer Research, 8717 Grovemont Circle, Gaithersburg, MD 20877 USA
| | - Jolanta Lissowska
- />Department of Cancer Epidemiology and Prevention, M. Sklodowska-Curie Memorial Cancer Center and Institute of Oncology, Roentena 5, 02-781 Warsaw, Poland
| | - Elinor J Sawyer
- />Division of Cancer Studies, NIHR Comprehensive Biomedical Research Centre, Guy’s and St. Thomas’ NHS Foundation Trust in Partnership with King’s College London, Guy’s Campus, SE1 1UL London, UK
| | - Ian Tomlinson
- />Wellcome Trust Centre for Human Genetics and Oxford Biomedical Research Centre, University of Oxford, Roosevelt Drive, Oxford, OX3 7BN UK
| | - Michael J Kerin
- />Clinical Science Institute, University Hospital Galway, Newcastle Road, Galway, Ireland
| | - Nicola Miller
- />Clinical Science Institute, University Hospital Galway, Newcastle Road, Galway, Ireland
| | - Hermann Brenner
- />Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany
- />German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Katja Butterbach
- />Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany
| | - Bernd Holleczek
- />Saarland Cancer Registry, Präsident Baltz Strasse 5, 66119 Saarbrücken, Germany
| | - Vesa Kataja
- />School of Medicine, Institute of Clinical Medicine, Oncology and Cancer Center, Kuopio University Hospital, Puijonlaaksontie 2, 70210 Kuopio, Finland
| | - Veli-Matti Kosma
- />School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine and Cancer Center of Eastern Finland, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland
- />Imaging Center, Department of Clinical Pathology, Kuopio University Hospital, Puijonlaaksontie 2, 70210 Kuopio, Finland
| | - Jaana M Hartikainen
- />School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine and Cancer Center of Eastern Finland, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland
- />Imaging Center, Department of Clinical Pathology, Kuopio University Hospital, Puijonlaaksontie 2, 70210 Kuopio, Finland
| | - Jingmei Li
- />Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Nobels väg 12A, Stockholm, 17177 Sweden
| | - Judith S Brand
- />Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Nobels väg 12A, Stockholm, 17177 Sweden
| | - Keith Humphreys
- />Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Nobels väg 12A, Stockholm, 17177 Sweden
| | - Peter Devilee
- />Department of Human Genetics and Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Robert AEM Tollenaar
- />Department of Surgical Oncology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Caroline Seynaeve
- />Department of Medical Oncology, Family Cancer Clinic, Erasmus McCancer Institute, ’s-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands
| | - Paolo Radice
- />Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale Dei Tumori (INT), Via Adamello 16, Milan, 20139 Italy
| | - Paolo Peterlongo
- />IFOM, Fondazione Istituto FIRC Di Oncologia Molecolare, Via Adamello 16, 20139 Milan, Italy
| | - Siranoush Manoukian
- />Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale Dei Tumori (INT), Via Adamello 16, Milan, 20139 Italy
| | - Filomena Ficarazzi
- />IFOM, Fondazione Istituto FIRC Di Oncologia Molecolare, Via Adamello 16, 20139 Milan, Italy
- />Cogentech Cancer Genetic Test Laboratory, Via Adamello 16, 20139 Milan, Italy
| | - Matthias W Beckmann
- />Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-Emn, Universitaetsstrasse 21-23, 91054 Erlangen, Germany
| | - Alexander Hein
- />Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-Emn, Universitaetsstrasse 21-23, 91054 Erlangen, Germany
| | - Arif B Ekici
- />Institute of Human Genetics; University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-Emn, Universitaetsstrasse 21-23, 91054 Erlangen, Germany
| | - Rosemary Balleine
- />Western Sydney and Nepean Blue Mountains Local Health Districts, Westmead Millennium Institute for Medical Research, University of Sydney, 176 Hawkesbury Road, Sydney, NSW 2145 Australia
| | - Kelly-Anne Phillips
- />Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, Melbourne School of Population Health, The University of Melbourne, 207 Bouverie Street, Melbourne, VIC 3010 Australia
- />Peter Maccallum Cancer Center, 2 St Andrews Place, Melbourne, VIC 3002 Australia
- />Sir Peter Maccallum Department of Oncology, University of Melbourne, 2 St Andrews Place, Melbourne, VIC 3002 Australia
| | | | - Javier Benitez
- />Human Genetics Group, Human Cancer Genetics Program, Spanish National Cancer Research Centre (CNIO), Calle de Melchor Fernández, Almagro, 3, 28029 Madrid Spain
- />Centro de Investigación En Red De Enfermedades Raras (CIBERER), Calle de Álvaro de Bazán, 10 Bajo, 46010 Valencia, Spain
| | - M Pilar Zamora
- />Servicio de Oncología Médica, Hospital Universitario La Paz, Paseo de la Castellana, 261, 28046 Madrid, Spain
| | - Jose Ignacio Arias Perez
- />Servicio de Cirugía General y Especialidades, Hospital Monte Naranco, Avenida Doctores Fernández Vega, 107, 33012 Oviedo, Spain
| | - Primitiva Menéndez
- />Servicio de Anatomía Patológica, Hospital Monte Naranco, Avenida Doctores Fernández Vega, 107, 33012 Oviedo, Spain
| | - Anna Jakubowska
- />Department of Genetics and Pathology, Pomeranian Medical University, ul. Rybacka 1, Szczecin, Poland
| | - Jan Lubinski
- />Department of Genetics and Pathology, Pomeranian Medical University, ul. Rybacka 1, Szczecin, Poland
| | - Jacek Gronwald
- />Department of Genetics and Pathology, Pomeranian Medical University, ul. Rybacka 1, Szczecin, Poland
| | - Katarzyna Durda
- />Department of Genetics and Pathology, Pomeranian Medical University, ul. Rybacka 1, Szczecin, Poland
| | - Ute Hamann
- />Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Maria Kabisch
- />Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Hans Ulrich Ulmer
- />Frauenklinik der Stadtklinik Baden-Baden, Balger Strasse 50, 76532 Baden-Baden, Germany
| | - Thomas Rüdiger
- />Institute of Pathology, Städtisches Klinikum Karlsruhe, Moltkestrasse 90, 76133 Karlsruhe, Germany
| | - Sara Margolin
- />Department of Oncology - Pathology, Karolinska Institutet, Tomtebodavägen 23b, Stockholm, 171 65 Sweden
| | - Vessela Kristensen
- />Faculty of Medicine (Faculty Division Ahus), University of Oslo (UiO), Problemveien 7, Oslo, 0313 Norway
- />Department of Genetics, Institute for Cancer Research, Oslo University Hospital, Radiumhospitalet, Montebello, 0379 Oslo Norway
| | - Siljie Nord
- />Faculty of Medicine (Faculty Division Ahus), University of Oslo (UiO), Problemveien 7, Oslo, 0313 Norway
- />Department of Genetics, Institute for Cancer Research, Oslo University Hospital, Radiumhospitalet, Montebello, 0379 Oslo Norway
| | - NBCS Investigators
- />Faculty of Medicine (Faculty Division Ahus), University of Oslo (UiO), Problemveien 7, Oslo, 0313 Norway
| | - D Gareth Evans
- />Genomic Medicine, Manchester Academic Health Science Centre, University of Manchester, Central Manchester Foundation Trust, St. Mary’s Hospital, Oxford Road, Manchester, M13 9WL UK
| | - Jean Abraham
- />Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
- />Cambridge Experimental Cancer Medicine Centre, Robinson Way, Cambridge, CB2 0RE UK
- />Cambridge Breast Unit and NIHR Cambridge Biomedical Research Centre, University of Cambridge NHS Foundation Hospitals, Hills Road, Cambridge, CB2 0QQ UK
| | - Helena Earl
- />Cambridge Experimental Cancer Medicine Centre, Robinson Way, Cambridge, CB2 0RE UK
- />Cambridge Breast Unit and NIHR Cambridge Biomedical Research Centre, University of Cambridge NHS Foundation Hospitals, Hills Road, Cambridge, CB2 0QQ UK
| | - Christopher J Poole
- />Warwick Clinical Trials Unit, University of Warwick, Gibbet Hill Campus, Coventry, CV4 7AL UK
| | - Louise Hiller
- />Warwick Clinical Trials Unit, University of Warwick, Gibbet Hill Campus, Coventry, CV4 7AL UK
| | - Janet A Dunn
- />Warwick Clinical Trials Unit, University of Warwick, Gibbet Hill Campus, Coventry, CV4 7AL UK
| | - Sarah Bowden
- />Cancer Research UK Clinical Trials Unit, Institute for Cancer Studies, the University of Birmingham, Vincent Drive, Edgbaston, Birmingham, B15 2TT UK
| | - Rose Yang
- />Early Detection Research Group, Division of Cancer Prevention National Cancer Institute, 9609 Medical Center Drive, Bethesda, MD 20892 USA
| | - Daniele Campa
- />Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
- />Department of Biology, University of Pisa, Lungarno Pacinotti 43, 56126 Pisa, Italy
| | - W Ryan Diver
- />Epidemiology Research Program, American Cancer Society, 250 Williams Street, Atlanta, GA 30303 USA
| | - Susan M Gapstur
- />Epidemiology Research Program, American Cancer Society, 250 Williams Street, Atlanta, GA 30303 USA
| | - Mia M Gaudet
- />Epidemiology Research Program, American Cancer Society, 250 Williams Street, Atlanta, GA 30303 USA
| | - Susan Hankinson
- />Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA 02115 USA
- />Division of Biostatistics and Epidemiology, University of Massachusetts-Amherst School of Public Health and Health Sciences, 715 N Pleasant Street, Amherst, MA 01002 USA
- />Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, 75 Francis Street, Boston, MA 02115 USA
| | - Robert N Hoover
- />Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9000 Rockville Pike, Bethesda, MD 20892 USA
| | - Anika Hüsing
- />Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Rudolf Kaaks
- />Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Mitchell J Machiela
- />Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9000 Rockville Pike, Bethesda, MD 20892 USA
| | - Walter Willett
- />Department of Nutrition, Harvard School of Public Health, 655 Huntington Avenue, Boston, MA 02115 USA
| | - Myrto Barrdahl
- />Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Federico Canzian
- />Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Suet-Feung Chin
- />Breast Cancer Functional Genomics Laboratory, Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, CB2 0RE UK
| | - Carlos Caldas
- />Cambridge Experimental Cancer Medicine Centre, Robinson Way, Cambridge, CB2 0RE UK
- />Cambridge Breast Unit and NIHR Cambridge Biomedical Research Centre, University of Cambridge NHS Foundation Hospitals, Hills Road, Cambridge, CB2 0QQ UK
- />Breast Cancer Functional Genomics Laboratory, Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, CB2 0RE UK
| | - David J Hunter
- />Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA 02115 USA
- />Program in Molecular and Genetic Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA 02115 USA
| | - Sara Lindstrom
- />Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA 02115 USA
- />Program in Molecular and Genetic Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA 02115 USA
| | - Montserrat Garcia-Closas
- />Division of Genetics and Epidemiology, Institute of Cancer Research, 15 Cotswold Road, Sutton, SM2 5NG Surrey, UK
- />Breakthrough Breast Cancer Research Centre, Division of Breast Cancer Research, The Institute of Cancer Research, 123 Old Brompton Road, London, SW7 3RP UK
| | - Fergus J Couch
- />Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN 55905 USA
| | - Georgia Chenevix-Trench
- />Department of Genetics, Qimr Berghofer Medical Research Institute, 300 Herston Road, Brisbane, QLD 4006 Australia
| | - Arto Mannermaa
- />School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine and Cancer Center of Eastern Finland, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland
- />Imaging Center, Department of Clinical Pathology, Kuopio University Hospital, Puijonlaaksontie 2, 70210 Kuopio, Finland
| | - Irene L Andrulis
- />Ontario Cancer Genetics Network, Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, 600 University Avenue, Toronto, ON M5G 1X5 Canada
- />Department of Molecular Genetics, University of Toronto, 1 King’s College Circle, Toronto, ON M5S 1A8 Canada
| | - Per Hall
- />Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Nobels väg 12A, Stockholm, 17177 Sweden
| | - Jenny Chang-Claude
- />Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Douglas F Easton
- />Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
- />Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
| | - Stig E Bojesen
- />Copenhagen General Population Study, Herlev Hospital, Copenhagen University Hospital, Herlev Ringvej 75, DK-2730 Herlev, Copenhagen Denmark
- />Department of Clinical Biochemistry, Herlev Hospital, Copenhagen University Hospital, Herlev Ringvej 75, DK-2730 Herlev, Copenhagen Denmark
- />Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3, DK-2220 Copenhagen, Denmark
| | - Angela Cox
- />CRUK/YCR Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Beech Hill Road, Sheffield, S10 2RX UK
| | - Peter A Fasching
- />Institute of Human Genetics; University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-Emn, Universitaetsstrasse 21-23, 91054 Erlangen, Germany
- />David Geffen School of Medicine, Department of Medicine, Division of Hematology and Oncology, University of California at Los Angeles, 10833 Le Conte Avenue, Los Angeles, CA 90095 USA
| | - Paul DP Pharoah
- />Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
- />Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Wort’s Causeway, Cambridge, CB1 8RN UK
| | - Marjanka K Schmidt
- />Netherlands Cancer Institute, Antoni Van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
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Milne RL, Burwinkel B, Michailidou K, Arias-Perez JI, Zamora MP, Menéndez-Rodríguez P, Hardisson D, Mendiola M, González-Neira A, Pita G, Alonso MR, Dennis J, Wang Q, Bolla MK, Swerdlow A, Ashworth A, Orr N, Schoemaker M, Ko YD, Brauch H, Hamann U, Andrulis IL, Knight JA, Glendon G, Tchatchou S, Matsuo K, Ito H, Iwata H, Tajima K, Li J, Brand JS, Brenner H, Dieffenbach AK, Arndt V, Stegmaier C, Lambrechts D, Peuteman G, Christiaens MR, Smeets A, Jakubowska A, Lubinski J, Jaworska-Bieniek K, Durda K, Hartman M, Hui M, Yen Lim W, Wan Chan C, Marme F, Yang R, Bugert P, Lindblom A, Margolin S, García-Closas M, Chanock SJ, Lissowska J, Figueroa JD, Bojesen SE, Nordestgaard BG, Flyger H, Hooning MJ, Kriege M, van den Ouweland AMW, Koppert LB, Fletcher O, Johnson N, dos-Santos-Silva I, Peto J, Zheng W, Deming-Halverson S, Shrubsole MJ, Long J, Chang-Claude J, Rudolph A, Seibold P, Flesch-Janys D, Winqvist R, Pylkäs K, Jukkola-Vuorinen A, Grip M, Cox A, Cross SS, Reed MWR, Schmidt MK, Broeks A, Cornelissen S, Braaf L, Kang D, Choi JY, Park SK, Noh DY, Simard J, Dumont M, Goldberg MS, Labrèche F, Fasching PA, Hein A, Ekici AB, Beckmann MW, Radice P, Peterlongo P, Azzollini J, Barile M, Sawyer E, Tomlinson I, Kerin M, Miller N, Hopper JL, Schmidt DF, Makalic E, Southey MC, Hwang Teo S, Har Yip C, Sivanandan K, Tay WT, Shen CY, Hsiung CN, Yu JC, Hou MF, Guénel P, Truong T, Sanchez M, Mulot C, Blot W, Cai Q, Nevanlinna H, Muranen TA, Aittomäki K, Blomqvist C, Wu AH, Tseng CC, Van Den Berg D, Stram DO, Bogdanova N, Dörk T, Muir K, Lophatananon A, Stewart-Brown S, Siriwanarangsan P, Mannermaa A, Kataja V, Kosma VM, Hartikainen JM, Shu XO, Lu W, Gao YT, Zhang B, Couch FJ, Toland AE, Yannoukakos D, Sangrajrang S, McKay J, Wang X, Olson JE, Vachon C, Purrington K, Severi G, Baglietto L, Haiman CA, Henderson BE, Schumacher F, Le Marchand L, Devilee P, Tollenaar RAEM, Seynaeve C, Czene K, Eriksson M, Humphreys K, Darabi H, Ahmed S, Shah M, Pharoah PDP, Hall P, Giles GG, Benítez J, Dunning AM, Chenevix-Trench G, Easton DF. Common non-synonymous SNPs associated with breast cancer susceptibility: findings from the Breast Cancer Association Consortium. Hum Mol Genet 2014; 23:6096-111. [PMID: 24943594 PMCID: PMC4204770 DOI: 10.1093/hmg/ddu311] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2014] [Revised: 06/01/2014] [Accepted: 06/16/2014] [Indexed: 11/14/2022] Open
Abstract
Candidate variant association studies have been largely unsuccessful in identifying common breast cancer susceptibility variants, although most studies have been underpowered to detect associations of a realistic magnitude. We assessed 41 common non-synonymous single-nucleotide polymorphisms (nsSNPs) for which evidence of association with breast cancer risk had been previously reported. Case-control data were combined from 38 studies of white European women (46 450 cases and 42 600 controls) and analyzed using unconditional logistic regression. Strong evidence of association was observed for three nsSNPs: ATXN7-K264R at 3p21 [rs1053338, per allele OR = 1.07, 95% confidence interval (CI) = 1.04-1.10, P = 2.9 × 10(-6)], AKAP9-M463I at 7q21 (rs6964587, OR = 1.05, 95% CI = 1.03-1.07, P = 1.7 × 10(-6)) and NEK10-L513S at 3p24 (rs10510592, OR = 1.10, 95% CI = 1.07-1.12, P = 5.1 × 10(-17)). The first two associations reached genome-wide statistical significance in a combined analysis of available data, including independent data from nine genome-wide association studies (GWASs): for ATXN7-K264R, OR = 1.07 (95% CI = 1.05-1.10, P = 1.0 × 10(-8)); for AKAP9-M463I, OR = 1.05 (95% CI = 1.04-1.07, P = 2.0 × 10(-10)). Further analysis of other common variants in these two regions suggested that intronic SNPs nearby are more strongly associated with disease risk. We have thus identified a novel susceptibility locus at 3p21, and confirmed previous suggestive evidence that rs6964587 at 7q21 is associated with risk. The third locus, rs10510592, is located in an established breast cancer susceptibility region; the association was substantially attenuated after adjustment for the known GWAS hit. Thus, each of the associated nsSNPs is likely to be a marker for another, non-coding, variant causally related to breast cancer risk. Further fine-mapping and functional studies are required to identify the underlying risk-modifying variants and the genes through which they act.
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Affiliation(s)
- Roger L Milne
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, Human Cancer Genetics Programme,
| | - Barbara Burwinkel
- Department of Obstetrics and Gynecology, Molecular Epidemiology Group
| | - Kyriaki Michailidou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care
| | | | - M Pilar Zamora
- Servicio de Oncología Médica, Hospital Universitario La Paz, Madrid, Spain
| | | | - David Hardisson
- Department of Pathology, Hospital Universitario La Paz, IdiPAZ (Hospital La Paz Institute for Health Research) Universidad Autonoma de Madrid, Madrid, Spain
| | - Marta Mendiola
- Laboratory of Pathology and Oncology, Research Unit, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | - Anna González-Neira
- Human Genotyping-CEGEN Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Guillermo Pita
- Human Genotyping-CEGEN Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - M Rosario Alonso
- Human Genotyping-CEGEN Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Joe Dennis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care
| | - Qin Wang
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care
| | - Manjeet K Bolla
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care
| | - Anthony Swerdlow
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, UK, Division of Breast Cancer Research
| | - Alan Ashworth
- Breakthrough Breast Cancer Research Centre, Division of Breast Cancer Research
| | - Nick Orr
- Breakthrough Breast Cancer Research Centre, Division of Breast Cancer Research
| | - Minouk Schoemaker
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, UK
| | - Yon-Dschun Ko
- Department of Internal Medicine, Evangelische Kliniken Bonn gGmbH, Johanniter Krankenhaus, Bonn, Germany
| | - Hiltrud Brauch
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany, University of Tübingen, Tübingen, Germany
| | - Ute Hamann
- Molecular Genetics of Breast Cancer, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
| | - Irene L Andrulis
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada, Department of Molecular Genetics
| | - Julia A Knight
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada, Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Gord Glendon
- Ontario Cancer Genetics Network, Lunenfeld-Tanenbaum Research Institute, Toronto, ON, Canada
| | - Sandrine Tchatchou
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | - Keitaro Matsuo
- Department of Preventive Medicine, Kyushu University Faculty of Medical Sciences, Fukuoka, Japan
| | - Hidemi Ito
- Division of Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Hiroji Iwata
- Department of Breast Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Kazuo Tajima
- Department of Public Health & Occupational Medicine, Mie University Graduate School of Medicine, Tsu, Japan
| | - Jingmei Li
- Human Genetics Division, Genome Institute of Singapore, Singapore
| | | | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Aida Karina Dieffenbach
- Division of Clinical Epidemiology and Aging Research, German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research
| | | | | | | | | | - Ann Smeets
- Multidisciplinary Breast Center, University Hospital Gasthuisberg, Leuven, Belgium
| | - Anna Jakubowska
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Jan Lubinski
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | | | - Katazyna Durda
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Mikael Hartman
- Saw Swee Hock School of Public Health, Department of Surgery, Yong Loo Lin School of Medicine
| | - Miao Hui
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | - Wei Yen Lim
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | - Ching Wan Chan
- Department of Surgery, National University Health System, Singapore, Singapore
| | - Federick Marme
- Department of Obstetrics and Gynecology, National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - Rongxi Yang
- Department of Obstetrics and Gynecology, National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - Peter Bugert
- Institute of Transfusion Medicine and Immunology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | | | - Sara Margolin
- Department of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Montserrat García-Closas
- Division of Breast Cancer Research, Breakthrough Breast Cancer Research Centre, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA, Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Jolanta Lissowska
- Department of Cancer Epidemiology and Prevention, M. Sklodowska-Curie Memorial Cancer Center & Institute of Oncology, Warsaw, Poland
| | - Jonine D Figueroa
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Stig E Bojesen
- Copenhagen General Population Study, Herlev Hospital, Department of Clinical Biochemistry, Herlev Hospital, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Børge G Nordestgaard
- Copenhagen General Population Study, Herlev Hospital, Department of Clinical Biochemistry, Herlev Hospital, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Henrik Flyger
- Department of Breast Surgery, Herlev Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | | | | | | | - Linetta B Koppert
- Department of Surgical Oncology, Family Cancer Clinic, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | | | | | | | - Julian Peto
- London School of Hygiene and Tropical Medicine, London, UK
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Sandra Deming-Halverson
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Martha J Shrubsole
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jirong Long
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anja Rudolph
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Petra Seibold
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Dieter Flesch-Janys
- Institute for Medical Biometrics and Epidemiology, Department of Cancer Epidemiology/Clinical Cancer Registry, University Clinic Hamburg-Eppendorf, Hamburg, Germany
| | - Robert Winqvist
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, Northern Finland Laboratory Centre NordLab, Oulu, Finland
| | - Katri Pylkäs
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, Northern Finland Laboratory Centre NordLab, Oulu, Finland
| | | | - Mervi Grip
- Department of Surgery, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Angela Cox
- CRUK/YCR Sheffield Cancer Research Centre, Department of Oncology
| | - Simon S Cross
- Academic Unit of Pathology, Department of Neuroscience, University of Sheffield, Sheffield, South Yorkshire, UK
| | - Malcolm W R Reed
- CRUK/YCR Sheffield Cancer Research Centre, Department of Oncology
| | - Marjanka K Schmidt
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Annegien Broeks
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Sten Cornelissen
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Linde Braaf
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Daehee Kang
- Department of Preventive Medicine, Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea, Cancer Research Institute, Seoul National University, Seoul, Korea
| | - Ji-Yeob Choi
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea, Cancer Research Institute, Seoul National University, Seoul, Korea
| | - Sue K Park
- Department of Preventive Medicine, Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea, Cancer Research Institute, Seoul National University, Seoul, Korea
| | - Dong-Young Noh
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Jacques Simard
- Genomics Center, Centre Hospitalier Universitaire de Québec Research Center and Laval University, QC, Canada
| | - Martine Dumont
- Genomics Center, Centre Hospitalier Universitaire de Québec Research Center and Laval University, QC, Canada
| | - Mark S Goldberg
- Department of Medicine, McGill University, Montreal, QC, Canada, Division of Clinical Epidemiology, McGill University Health Centre, Royal Victoria Hospital, Montreal, QC, Canada
| | - France Labrèche
- Département de médecine sociale et préventive, Département de santé environnementale et santé au travail, Université de Montréal, Montreal, QC, Canada
| | - Peter A Fasching
- University Breast Center Franconia, Department of Gynecology and Obstetrics, David Geffen School of Medicine, Department of Medicine Division of Hematology and Oncology, University of California at Los Angeles, CA, USA
| | - Alexander Hein
- University Breast Center Franconia, Department of Gynecology and Obstetrics
| | - Arif B Ekici
- Institute of Human Genetics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
| | | | - Paolo Radice
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Preventive and Predictive Medicine
| | - Paolo Peterlongo
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, Milan, Italy
| | - Jacopo Azzollini
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Monica Barile
- Division of Cancer Prevention and Genetics, Istituto Europeo di Oncologia (IEO), Milan, Italy
| | - Elinor Sawyer
- Division of Cancer Studies, NIHR Comprehensive Biomedical Research Centre, Guy's & St. Thomas' NHS Foundation Trust in partnership with King's College London, London, UK
| | - Ian Tomlinson
- Wellcome Trust Centre for Human Genetics, Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
| | - Michael Kerin
- School of Medicine, Clinical Science Institute, National University of Ireland, Galway, Ireland
| | - Nicola Miller
- School of Medicine, Clinical Science Institute, National University of Ireland, Galway, Ireland
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health
| | - Daniel F Schmidt
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health
| | - Enes Makalic
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health
| | - Melissa C Southey
- Department of Pathology, The University of Melbourne, Melbourne, Australia
| | - Soo Hwang Teo
- Cancer Research Initiatives Foundation, Sime Darby Medical Centre, Subang Jaya, Malaysia, Breast Cancer Research Unit, University Malaya Cancer Research Institute, University Malaya Medical Centre, Kuala Lumpur, Malaysia
| | - Cheng Har Yip
- Breast Cancer Research Unit, University Malaya Cancer Research Institute, University Malaya Medical Centre, Kuala Lumpur, Malaysia
| | - Kavitta Sivanandan
- Cancer Research Initiatives Foundation, Sime Darby Medical Centre, Subang Jaya, Malaysia
| | - Wan-Ting Tay
- Singapore Eye Research Institute, National University of Singapore, Singapore, Singapore
| | - Chen-Yang Shen
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan, College of Public Health, China Medical University, Taichong, Taiwan
| | - Chia-Ni Hsiung
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | | | - Ming-Feng Hou
- Cancer Center, Department of Surgery, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan
| | - Pascal Guénel
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, Villejuif, France, University Paris-Sud, UMRS 1018, Villejuif, France
| | - Therese Truong
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, Villejuif, France, University Paris-Sud, UMRS 1018, Villejuif, France
| | - Marie Sanchez
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, Villejuif, France, University Paris-Sud, UMRS 1018, Villejuif, France
| | - Claire Mulot
- Inserm (National Institute of Health and Medical Research), U775, Paris, France, Centre de Ressources Biologiques EPIGENETEC, Paris, France
| | - William Blot
- Department of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Qiuyin Cai
- Department of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Heli Nevanlinna
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Taru A Muranen
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | | | - Carl Blomqvist
- Department of Oncology, Helsinki University Central Hospital, Helsinki, Finland
| | - Anna H Wu
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Chiu-Chen Tseng
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - David Van Den Berg
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Daniel O Stram
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Natalia Bogdanova
- Department of Obstetrics and Gynaecology, Department of Radiation Oncology, Hannover Medical School, Hannover, Germany
| | - Thilo Dörk
- Department of Obstetrics and Gynaecology
| | - Kenneth Muir
- Institute of Population Health, University of Manchester, Manchester, UK, Division of Health Sciences, Warwick Medical School, Coventry, UK
| | | | | | | | - Arto Mannermaa
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, Biocenter Kuopio, Department of Clinical Pathology
| | - Vesa Kataja
- Biocenter Kuopio, School of Medicine, Institute of Clinical Medicine, Oncology, University of Eastern Finland, Kuopio, Finland, Cancer Center, Kuopio University Hospital, Kuopio, Finland
| | - Veli-Matti Kosma
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, Biocenter Kuopio, Department of Clinical Pathology
| | - Jaana M Hartikainen
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, Biocenter Kuopio, Department of Clinical Pathology
| | - Xiao-Ou Shu
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Wei Lu
- Shanghai Center for Disease Control and Prevention, Shanghai, China
| | | | - Ben Zhang
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Fergus J Couch
- Department of Laboratory Medicine and Pathology, Department of Health Sciences Research
| | - Amanda E Toland
- Department of Molecular Virology, Immunology and Medical Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Drakoulis Yannoukakos
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research 'Demokritos', Athens, Greece
| | | | - James McKay
- Genetic Susceptibility Group, International Agency for Research on Cancer, Lyon, France
| | | | | | | | | | - Gianluca Severi
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health
| | - Laura Baglietto
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Brian E Henderson
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Fredrick Schumacher
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | | | - Robert A E M Tollenaar
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Kamila Czene
- Department of Medical Epidemiology and Biostatistics
| | | | | | - Hatef Darabi
- Department of Medical Epidemiology and Biostatistics
| | - Shahana Ahmed
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Mitul Shah
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Paul D P Pharoah
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Per Hall
- Department of Medical Epidemiology and Biostatistics
| | - Graham G Giles
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health
| | - Javier Benítez
- Human Cancer Genetics Programme, Human Genotyping-CEGEN Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Alison M Dunning
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | | | - Douglas F Easton
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
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Mahner S, Hilpert F, Meier W, Sailer O, Hanker L, Canzler U, Sehouli J, Baumann K, Burges A, Gropp M, Hasenburg A, Belau A, Fehm T, Kosse J, Schmalfeldt B, Marme F, Cibula D, Richter B, Herwig U, Liebrich C, Gerber B, Potenberg J, Krabisch P, Thill M, Harter P, Kimmig R, de Gregorio N, Pfisterer J, Merger M, du Bois A. Unabhängige Analyse der AGO-OVAR 12, einer GCIG/ENGOT-Intergroup Phase III Studie mit Nintedanib in der Firstline Therapie beim Ovarialkarzinom. Geburtshilfe Frauenheilkd 2014. [DOI: 10.1055/s-0034-1388364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
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14
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Sawyer E, Roylance R, Petridis C, Brook MN, Nowinski S, Papouli E, Fletcher O, Pinder S, Hanby A, Kohut K, Gorman P, Caneppele M, Peto J, dos Santos Silva I, Johnson N, Swann R, Dwek M, Perkins KA, Gillett C, Houlston R, Ross G, De Ieso P, Southey MC, Hopper JL, Provenzano E, Apicella C, Wesseling J, Cornelissen S, Keeman R, Fasching PA, Jud SM, Ekici AB, Beckmann MW, Kerin MJ, Marme F, Schneeweiss A, Sohn C, Burwinkel B, Guénel P, Truong T, Laurent-Puig P, Kerbrat P, Bojesen SE, Nordestgaard BG, Nielsen SF, Flyger H, Milne RL, Perez JIA, Menéndez P, Benitez J, Brenner H, Dieffenbach AK, Arndt V, Stegmaier C, Meindl A, Lichtner P, Schmutzler RK, Lochmann M, Brauch H, Fischer HP, Ko YD, Nevanlinna H, Muranen TA, Aittomäki K, Blomqvist C, Bogdanova NV, Dörk T, Lindblom A, Margolin S, Mannermaa A, Kataja V, Kosma VM, Hartikainen JM, Chenevix-Trench G, Lambrechts D, Weltens C, Van Limbergen E, Hatse S, Chang-Claude J, Rudolph A, Seibold P, Flesch-Janys D, Radice P, Peterlongo P, Bonanni B, Volorio S, Giles GG, Severi G, Baglietto L, Mclean CA, Haiman CA, Henderson BE, Schumacher F, Le Marchand L, Simard J, Goldberg MS, Labrèche F, Dumont M, Kristensen V, Winqvist R, Pylkäs K, Jukkola-Vuorinen A, Kauppila S, Andrulis IL, Knight JA, Glendon G, Mulligan AM, Devillee P, Tollenaar RAEM, Seynaeve CM, Kriege M, Figueroa J, Chanock SJ, Sherman ME, Hooning MJ, Hollestelle A, van den Ouweland AMW, van Deurzen CHM, Li J, Czene K, Humphreys K, Cox A, Cross SS, Reed MWR, Shah M, Jakubowska A, Lubinski J, Jaworska-Bieniek K, Durda K, Swerdlow A, Ashworth A, Orr N, Schoemaker M, Couch FJ, Hallberg E, González-Neira A, Pita G, Alonso MR, Tessier DC, Vincent D, Bacot F, Bolla MK, Wang Q, Dennis J, Michailidou K, Dunning AM, Hall P, Easton D, Pharoah P, Schmidt MK, Tomlinson I, Garcia-Closas M. Genetic predisposition to in situ and invasive lobular carcinoma of the breast. PLoS Genet 2014; 10:e1004285. [PMID: 24743323 PMCID: PMC3990493 DOI: 10.1371/journal.pgen.1004285] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2013] [Accepted: 02/17/2014] [Indexed: 01/09/2023] Open
Abstract
Invasive lobular breast cancer (ILC) accounts for 10-15% of all invasive breast carcinomas. It is generally ER positive (ER+) and often associated with lobular carcinoma in situ (LCIS). Genome-wide association studies have identified more than 70 common polymorphisms that predispose to breast cancer, but these studies included predominantly ductal (IDC) carcinomas. To identify novel common polymorphisms that predispose to ILC and LCIS, we pooled data from 6,023 cases (5,622 ILC, 401 pure LCIS) and 34,271 controls from 36 studies genotyped using the iCOGS chip. Six novel SNPs most strongly associated with ILC/LCIS in the pooled analysis were genotyped in a further 516 lobular cases (482 ILC, 36 LCIS) and 1,467 controls. These analyses identified a lobular-specific SNP at 7q34 (rs11977670, OR (95%CI) for ILC = 1.13 (1.09-1.18), P = 6.0 × 10(-10); P-het for ILC vs IDC ER+ tumors = 1.8 × 10(-4)). Of the 75 known breast cancer polymorphisms that were genotyped, 56 were associated with ILC and 15 with LCIS at P<0.05. Two SNPs showed significantly stronger associations for ILC than LCIS (rs2981579/10q26/FGFR2, P-het = 0.04 and rs889312/5q11/MAP3K1, P-het = 0.03); and two showed stronger associations for LCIS than ILC (rs6678914/1q32/LGR6, P-het = 0.001 and rs1752911/6q14, P-het = 0.04). In addition, seven of the 75 known loci showed significant differences between ER+ tumors with IDC and ILC histology, three of these showing stronger associations for ILC (rs11249433/1p11, rs2981579/10q26/FGFR2 and rs10995190/10q21/ZNF365) and four associated only with IDC (5p12/rs10941679; rs2588809/14q24/RAD51L1, rs6472903/8q21 and rs1550623/2q31/CDCA7). In conclusion, we have identified one novel lobular breast cancer specific predisposition polymorphism at 7q34, and shown for the first time that common breast cancer polymorphisms predispose to LCIS. We have shown that many of the ER+ breast cancer predisposition loci also predispose to ILC, although there is some heterogeneity between ER+ lobular and ER+ IDC tumors. These data provide evidence for overlapping, but distinct etiological pathways within ER+ breast cancer between morphological subtypes.
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Affiliation(s)
- Elinor Sawyer
- Research Oncology, Division of Cancer Studies, Kings College London, Guy's Hospital, London, United Kingdom
| | - Rebecca Roylance
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Christos Petridis
- Research Oncology, Division of Cancer Studies, Kings College London, Guy's Hospital, London, United Kingdom
| | - Mark N. Brook
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, United Kingdom
| | - Salpie Nowinski
- Research Oncology, Division of Cancer Studies, Kings College London, Guy's Hospital, London, United Kingdom
| | - Efterpi Papouli
- Biomedical Research Centre, King's College London, Guy's Hospital, London, United Kingdom
| | - Olivia Fletcher
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, United Kingdom
| | - Sarah Pinder
- Research Oncology, Division of Cancer Studies, Kings College London, Guy's Hospital, London, United Kingdom
| | - Andrew Hanby
- Leeds Institute of Molecular Medicine, St James's University Hospital, Leeds, United Kingdom
| | - Kelly Kohut
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Patricia Gorman
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Michele Caneppele
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Julian Peto
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | | | - Nichola Johnson
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, United Kingdom
| | - Ruth Swann
- Department of Molecular and Applied Biosciences, University of Westminster, London, United Kingdom
| | - Miriam Dwek
- Department of Molecular and Applied Biosciences, University of Westminster, London, United Kingdom
| | - Katherine-Anne Perkins
- Department of Molecular and Applied Biosciences, University of Westminster, London, United Kingdom
| | - Cheryl Gillett
- Research Oncology, Division of Cancer Studies, Kings College London, Guy's Hospital, London, United Kingdom
| | - Richard Houlston
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, United Kingdom
| | - Gillian Ross
- The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Paolo De Ieso
- The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Melissa C. Southey
- Department of Pathology, The University of Melbourne, Melbourne, Australia
| | - John L. Hopper
- Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, The University of Melbourne, Melbourne, Australia
| | - Elena Provenzano
- NIHR Cambridge Biomedical Research Centre, Addenbrookes Hospital, Cambridge, United Kingdom
| | - Carmel Apicella
- Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, The University of Melbourne, Melbourne, Australia
| | - Jelle Wesseling
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Sten Cornelissen
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Renske Keeman
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Peter A. Fasching
- David Geffen School of Medicine, Department of Medicine Division of Hematology and Oncology, University of California at Los Angeles, Los Angeles, California, United States of America
- Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
| | - Sebastian M. Jud
- Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
| | - Arif B. Ekici
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Matthias W. Beckmann
- Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
| | - Michael J. Kerin
- Surgery, Clinical Science Institute, National University of Ireland, Galway, Ireland
| | - Federick Marme
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - Andreas Schneeweiss
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - Christof Sohn
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
| | - Barbara Burwinkel
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- Molecular Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Pascal Guénel
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, Villejuif, France
- University Paris-Sud, UMRS 1018, Villejuif, France
| | - Therese Truong
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, Villejuif, France
- University Paris-Sud, UMRS 1018, Villejuif, France
| | | | - Pierre Kerbrat
- Centre Eugène Marquis, Department of Medical Oncology, Rennes, France
| | - Stig E. Bojesen
- Copenhagen General Population Study and Department of Clinical Biochemistry, Herlev Hospital, Copenhagen University Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Børge G. Nordestgaard
- Copenhagen General Population Study and Department of Clinical Biochemistry, Herlev Hospital, Copenhagen University Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Sune F. Nielsen
- Copenhagen General Population Study and Department of Clinical Biochemistry, Herlev Hospital, Copenhagen University Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Henrik Flyger
- Department of Breast Surgery, Herlev Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | - Roger L. Milne
- Genetic & Molecular Epidemiology Group, Human Cancer Genetics Program, Spanish National Cancer Research Centre [CNIO], Madrid, Spain
| | | | | | - Javier Benitez
- Human Genetics Group, Human Cancer Genetics Program, Spanish National Cancer Research Centre [CNIO], Madrid, Spain
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Aida Karina Dieffenbach
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Alfons Meindl
- Division of Gynaecology and Obstetrics, Technische Universität München, Munich, Germany
| | - Peter Lichtner
- Institute of Human Genetics, Technische Universität, Munich, Germany
| | - Rita K. Schmutzler
- Centre for Familial Breast and Ovarian Cancer and Centre for Integrated Oncology, University Hospital Cologne, Cologne, Germany
| | - Magdalena Lochmann
- Division of Gynaecology and Obstetrics, Technische Universität München, Munich, Germany
| | - Hiltrud Brauch
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Tübingen, Germany
| | - Hans-Peter Fischer
- Institute of Pathology, Medical Faculty of the University of Bonn, Bonn, Germany
| | - Yon-Dschun Ko
- Department of Internal Medicine, Evangelische Kliniken Bonn gGmbH, Johanniter Krankenhaus, Bonn, Germany
| | - The GENICA Network
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Tübingen, Germany
- Institute for Occupational Medicine and Maritime Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Molecular Genetics of Breast Cancer, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr-University Bochum (IPA), Bochum, Germany
| | - Heli Nevanlinna
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Taru A. Muranen
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Kristiina Aittomäki
- Department of Clinical Genetics, Helsinki University Central Hospital, Helsinki, Finland
| | - Carl Blomqvist
- Department of Oncology, Helsinki University Central Hospital, Helsinki, Finland
| | | | - Thilo Dörk
- Gynaecology Research Unit, Hannover Medical School, Hannover, Germany
| | - Annika Lindblom
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Sara Margolin
- Department of Oncology - Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Arto Mannermaa
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Joensuu, Finland
- Cancer Center, Kuopio University Hospital, Kuopio, Finland
| | - Vesa Kataja
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Joensuu, Finland
- Cancer Center, Kuopio University Hospital, Kuopio, Finland
| | - Veli-Matti Kosma
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Joensuu, Finland
- Cancer Center, Kuopio University Hospital, Kuopio, Finland
| | - Jaana M. Hartikainen
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Joensuu, Finland
- Cancer Center, Kuopio University Hospital, Kuopio, Finland
| | | | | | - Diether Lambrechts
- Vesalius Research Center (VRC), VIB, Leuven, Belgium
- Department of Oncology, University of Leuven, Leuven, Belgium
| | | | | | - Sigrid Hatse
- University Hospital Gashuisberg, Leuven, Belgium
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anja Rudolph
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Petra Seibold
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Dieter Flesch-Janys
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Paolo Radice
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale Tumori (INT), Milan, Italy
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, Milan, Italy
| | - Paolo Peterlongo
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, Milan, Italy
| | - Bernardo Bonanni
- Division of Cancer Prevention and Genetics, Istituto Europeo di Oncologia (IEO), Milan, Italy
| | - Sara Volorio
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare and Cogentech Cancer Genetic Test Laboratory, Milan, Italy
| | - Graham G. Giles
- Cancer Epidemiology Centre, The Cancer Council Victoria, Melbourne, Australia
- Centre for Molecular, Environmental, Genetic, and Analytic Epidemiology, The University of Melbourne, Melbourne, Australia
| | - Gianluca Severi
- Cancer Epidemiology Centre, The Cancer Council Victoria, Melbourne, Australia
- Centre for Molecular, Environmental, Genetic, and Analytic Epidemiology, The University of Melbourne, Melbourne, Australia
| | - Laura Baglietto
- Cancer Epidemiology Centre, The Cancer Council Victoria, Melbourne, Australia
- Centre for Molecular, Environmental, Genetic, and Analytic Epidemiology, The University of Melbourne, Melbourne, Australia
| | - Catriona A. Mclean
- Department of Pathology, The Alfred Hospital, Prahran, Victoria, Australia
| | - Christopher A. Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Brian E. Henderson
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Fredrick Schumacher
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Loic Le Marchand
- Epidemiology Program, Cancer Research Center, University of Hawaii, Honolulu, Hawaii, United States of America
| | - Jacques Simard
- Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Québec Research Center and Laval University, Quebec, Canada
| | - Mark S. Goldberg
- Department of Medicine, McGill University, Montreal, Quebec, Canada
- Division of Clinical Epidemiology, McGill University Health Centre, Royal Victoria Hospital, Montreal, Quebec, Canada
| | - France Labrèche
- Département de médecine sociale et préventive, Département de santé environnementale et santé au travail, Université de Montréal, Montreal, Quebec, Canada
| | - Martine Dumont
- Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Québec Research Center and Laval University, Quebec, Canada
| | - Vessela Kristensen
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital, Radiumhospitalet, Oslo, Norway
- Faculty of Medicine (Faculty Division Ahus), UiO, Oslo, Norway
| | - Robert Winqvist
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, NordLab/Oulu University Hospital, Oulu, Finland
| | - Katri Pylkäs
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, NordLab/Oulu University Hospital, Oulu, Finland
| | | | - Saila Kauppila
- Department of Oncology, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Irene L. Andrulis
- Ontario Cancer Genetics Network, Fred A. Litwin Center for Cancer Genetics, Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Julia A. Knight
- Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Gord Glendon
- Ontario Cancer Genetics Network, Fred A. Litwin Center for Cancer Genetics, Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Anna Marie Mulligan
- Laboratory Medicine Program, University Health Network, Toronto, Ontario; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Peter Devillee
- Department of Human Genetics & Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Rob A. E. M. Tollenaar
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - Caroline M. Seynaeve
- Family Cancer Clinic, Department of Medical Oncology, Erasmus MC-Daniel den Hoed Cancer Center, Rotterdam, The Netherlands
| | - Mieke Kriege
- Family Cancer Clinic, Department of Medical Oncology, Erasmus MC-Daniel den Hoed Cancer Center, Rotterdam, The Netherlands
| | - Jonine Figueroa
- Division of Cancer Prevention, National Cancer Institute, Bethesda, Maryland, United States of America
| | - Stephen J. Chanock
- Division of Cancer Prevention, National Cancer Institute, Bethesda, Maryland, United States of America
| | - Mark E. Sherman
- Division of Cancer Prevention, National Cancer Institute, Bethesda, Maryland, United States of America
| | - Maartje J. Hooning
- Department of Medical Oncology, Family Cancer Clinic, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Antoinette Hollestelle
- Department of Medical Oncology, Family Cancer Clinic, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | | | | | - Jingmei Li
- Human Genetics Division, Genome Institute of Singapore, Singapore
| | - Kamila Czene
- Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Keith Humphreys
- Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Angela Cox
- CRUK/YCR Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield, United Kingdom
| | - Simon S. Cross
- Academic Unit of Pathology, Department of Neuroscience, University of Sheffield, Sheffield, United Kingdom
| | - Malcolm W. R. Reed
- CRUK/YCR Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield, United Kingdom
| | - Mitul Shah
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, United Kingdom
| | - Anna Jakubowska
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Jan Lubinski
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Katarzyna Jaworska-Bieniek
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
- Postgraduate School of Molecular Medicine, Warsaw Medical University, Warsaw, Poland
| | - Katarzyna Durda
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Anthony Swerdlow
- Division of Genetics and Epidemiology and Division of Breast Cancer Research, The Institute of Cancer Research, Sutton, Surrey, United Kingdom
| | - Alan Ashworth
- Breakthrough Breast Cancer Research Centre, Division of Breast Cancer Research, The Institute of Cancer Research, London, United Kingdom
| | - Nicholas Orr
- Breakthrough Breast Cancer Research Centre, Division of Breast Cancer Research, The Institute of Cancer Research, London, United Kingdom
| | - Minouk Schoemaker
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, United Kingdom
| | - Fergus J. Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Emily Hallberg
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Anna González-Neira
- Human Genotyping-CEGEN Unit, Human Cancer Genetics Program, Spanish National Cancer Research Centre [CNIO], Madrid, Spain
| | - Guillermo Pita
- Human Genotyping-CEGEN Unit, Human Cancer Genetics Program, Spanish National Cancer Research Centre [CNIO], Madrid, Spain
| | - M. Rosario Alonso
- Human Genotyping-CEGEN Unit, Human Cancer Genetics Program, Spanish National Cancer Research Centre [CNIO], Madrid, Spain
| | - Daniel C. Tessier
- McGill University and Génome Québec Innovation Centre, Montréal, Québec, Canada
| | - Daniel Vincent
- McGill University and Génome Québec Innovation Centre, Montréal, Québec, Canada
| | - Francois Bacot
- McGill University and Génome Québec Innovation Centre, Montréal, Québec, Canada
| | - Manjeet K. Bolla
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Qin Wang
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Joe Dennis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Kyriaki Michailidou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Alison M. Dunning
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, United Kingdom
| | - Per Hall
- Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Doug Easton
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Paul Pharoah
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, United Kingdom
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Marjanka K. Schmidt
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Ian Tomlinson
- Wellcome Trust Centre for Human Genetics and Oxford Biomedical Research Centre, University of Oxford, Oxford, United Kingdom
| | - Montserrat Garcia-Closas
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, United Kingdom
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, United Kingdom
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Agarwal D, Pineda S, Michailidou K, Herranz J, Pita G, Moreno LT, Alonso MR, Dennis J, Wang Q, Bolla MK, Meyer KB, Menéndez-Rodríguez P, Hardisson D, Mendiola M, González-Neira A, Lindblom A, Margolin S, Swerdlow A, Ashworth A, Orr N, Jones M, Matsuo K, Ito H, Iwata H, Kondo N, Hartman M, Hui M, Lim WY, T-C Iau P, Sawyer E, Tomlinson I, Kerin M, Miller N, Kang D, Choi JY, Park SK, Noh DY, Hopper JL, Schmidt DF, Makalic E, Southey MC, Teo SH, Yip CH, Sivanandan K, Tay WT, Brauch H, Brüning T, Hamann U, Dunning AM, Shah M, Andrulis IL, Knight JA, Glendon G, Tchatchou S, Schmidt MK, Broeks A, Rosenberg EH, van't Veer LJ, Fasching PA, Renner SP, Ekici AB, Beckmann MW, Shen CY, Hsiung CN, Yu JC, Hou MF, Blot W, Cai Q, Wu AH, Tseng CC, Van Den Berg D, Stram DO, Cox A, Brock IW, Reed MWR, Muir K, Lophatananon A, Stewart-Brown S, Siriwanarangsan P, Zheng W, Deming-Halverson S, Shrubsole MJ, Long J, Shu XO, Lu W, Gao YT, Zhang B, Radice P, Peterlongo P, Manoukian S, Mariette F, Sangrajrang S, McKay J, Couch FJ, Toland AE, Yannoukakos D, Fletcher O, Johnson N, Silva IDS, Peto J, Marme F, Burwinkel B, Guénel P, Truong T, Sanchez M, Mulot C, Bojesen SE, Nordestgaard BG, Flyer H, Brenner H, Dieffenbach AK, Arndt V, Stegmaier C, Mannermaa A, Kataja V, Kosma VM, Hartikainen JM, Lambrechts D, Yesilyurt BT, Floris G, Leunen K, Chang-Claude J, Rudolph A, Seibold P, Flesch-Janys D, Wang X, Olson JE, Vachon C, Purrington K, Giles GG, Severi G, Baglietto L, Haiman CA, Henderson BE, Schumacher F, Le Marchand L, Simard J, Dumont M, Goldberg MS, Labrèche F, Winqvist R, Pylkäs K, Jukkola-Vuorinen A, Grip M, Devilee P, Tollenaar RAEM, Seynaeve C, García-Closas M, Chanock SJ, Lissowska J, Figueroa JD, Czene K, Eriksson M, Humphreys K, Darabi H, Hooning MJ, Kriege M, Collée JM, Tilanus-Linthorst M, Li J, Jakubowska A, Lubinski J, Jaworska-Bieniek K, Durda K, Nevanlinna H, Muranen TA, Aittomäki K, Blomqvist C, Bogdanova N, Dörk T, Hall P, Chenevix-Trench G, Easton DF, Pharoah PDP, Arias-Perez JI, Zamora P, Benítez J, Milne RL. FGF receptor genes and breast cancer susceptibility: results from the Breast Cancer Association Consortium. Br J Cancer 2014; 110:1088-100. [PMID: 24548884 PMCID: PMC3929867 DOI: 10.1038/bjc.2013.769] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2013] [Revised: 11/08/2013] [Accepted: 11/15/2013] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Breast cancer is one of the most common malignancies in women. Genome-wide association studies have identified FGFR2 as a breast cancer susceptibility gene. Common variation in other fibroblast growth factor (FGF) receptors might also modify risk. We tested this hypothesis by studying genotyped single-nucleotide polymorphisms (SNPs) and imputed SNPs in FGFR1, FGFR3, FGFR4 and FGFRL1 in the Breast Cancer Association Consortium. METHODS Data were combined from 49 studies, including 53 835 cases and 50 156 controls, of which 89 050 (46 450 cases and 42 600 controls) were of European ancestry, 12 893 (6269 cases and 6624 controls) of Asian and 2048 (1116 cases and 932 controls) of African ancestry. Associations with risk of breast cancer, overall and by disease sub-type, were assessed using unconditional logistic regression. RESULTS Little evidence of association with breast cancer risk was observed for SNPs in the FGF receptor genes. The strongest evidence in European women was for rs743682 in FGFR3; the estimated per-allele odds ratio was 1.05 (95% confidence interval=1.02-1.09, P=0.0020), which is substantially lower than that observed for SNPs in FGFR2. CONCLUSION Our results suggest that common variants in the other FGF receptors are not associated with risk of breast cancer to the degree observed for FGFR2.
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MESH Headings
- Breast Neoplasms/genetics
- Case-Control Studies
- Female
- Genetic Predisposition to Disease
- Genetic Variation
- Genome-Wide Association Study
- Genotype
- Humans
- Polymorphism, Single Nucleotide/genetics
- Receptor, Fibroblast Growth Factor, Type 1/genetics
- Receptor, Fibroblast Growth Factor, Type 2/genetics
- Receptor, Fibroblast Growth Factor, Type 3/genetics
- Receptor, Fibroblast Growth Factor, Type 4/genetics
- Receptor, Fibroblast Growth Factor, Type 5/genetics
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Affiliation(s)
- D Agarwal
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA
| | - S Pineda
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - K Michailidou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - J Herranz
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- Biostatistics Unit, IMDEA Food Institute, Madrid, Spain
| | - G Pita
- Human Genotyping-CEGEN Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - L T Moreno
- Human Genotyping-CEGEN Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - M R Alonso
- Human Genotyping-CEGEN Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - J Dennis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Q Wang
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - M K Bolla
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - K B Meyer
- CRUK Cambridge Institute, University of Cambridge, Cambridge, UK
| | | | - D Hardisson
- Department of Pathology, Hospital Universitario La Paz, IdiPAZ (Hospital La Paz Institute for Health Research) Universidad Autonoma de Madrid, Madrid, Spain
| | - M Mendiola
- Laboratory of Pathology and Oncology, Research Unit, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | - A González-Neira
- Human Genotyping-CEGEN Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - A Lindblom
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - S Margolin
- Department of Oncology—Pathology, Karolinska Institutet, Stockholm, Sweden
| | - A Swerdlow
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, UK
- Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
| | - A Ashworth
- Breakthrough Breast Cancer Research Centre, Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
| | - N Orr
- Breakthrough Breast Cancer Research Centre, Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
| | - M Jones
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, UK
| | - K Matsuo
- Department of Preventive Medicine, Kyushu University Faculty of Medical Sciences, Fukuoka, Japan
| | - H Ito
- Division of Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - H Iwata
- Department of Breast Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - N Kondo
- Department of Breast Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - kConFab Investigators18
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Biostatistics Unit, IMDEA Food Institute, Madrid, Spain
- Human Genotyping-CEGEN Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- CRUK Cambridge Institute, University of Cambridge, Cambridge, UK
- Hospital Monte Naranco, Oviedo, Spain
- Department of Pathology, Hospital Universitario La Paz, IdiPAZ (Hospital La Paz Institute for Health Research) Universidad Autonoma de Madrid, Madrid, Spain
- Laboratory of Pathology and Oncology, Research Unit, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Oncology—Pathology, Karolinska Institutet, Stockholm, Sweden
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, UK
- Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
- Breakthrough Breast Cancer Research Centre, Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
- Department of Preventive Medicine, Kyushu University Faculty of Medical Sciences, Fukuoka, Japan
- Division of Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan
- Department of Breast Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- QIMR Berghofer Institute of Medical Research, Brisbane, Queensland, Australia
- Saw Swee Hock School of Public Health, Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
- Research Oncology, Division of Cancer Studies, Kings College London Guy's Hospital, London, UK
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
- Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
- School of Medicine, Clinical Science Institute, National University of Ireland, Galway, UK
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- Department of Pathology, University of Melbourne, Melbourne, Victoria, Australia
- Cancer Research Initiatives Foundation, Sime Darby Medical Centre, Subang Jaya, Malaysia
- Breast Cancer Research Unit, University Malaya Cancer Research Institute, University Malaya Medical Centre, Kuala Lumpur, Malaysia
- Singapore Eye Research Institute, National University of Singapore, Singapore
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Germany
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr-University Bochum (IPA), Germany
- Molecular Genetics of Breast Cancer, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
- Institute for Occupational Medicine and Maritime Medicine, University Medical Center Hamburg-Eppendorf, Germany
- Institute of Pathology, Medical Faculty of the University of Bonn, Germany
- Department of Internal Medicine, Evangelische Kliniken Bonn GmbH, Johanniter Krankenhaus, Bonn, Germany
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Ontario Cancer Genetics Network, Lunenfeld-Tanenbaum Research Institute, Toronto, Ontario, Canada
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
- Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
- David Geffen School of Medicine, Department of Medicine Division of Hematology and Oncology, University of California at Los Angeles, CA, USA
- Institute of Human Genetics, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
- College of Public Health, China Medical University, Taichong, Taiwan
- Tri-Service General Hospital, Taipei, Taiwan
- Cancer Center, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan
- Department of Surgery, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan
- Department of Medicine, Vanderbilt University, Nashville, TN USA
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- CRUK/YCR Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield, UK
- Institute of Population Health, University of Manchester, Manchester, UK
- Division of Health Sciences, Warwick Medical School, Coventry, UK
- Ministry of Public Health, Bangkok, Thailand
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Shanghai Center for Disease Control and Prevention, Shanghai, China
- Shanghai Cancer Institute, Shanghai, China
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, Milan, Italy
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
- Cogentech Cancer Genetic Test Laboratory, Milan, Italy
- National Cancer Institute, Bangkok, Thailand
- Genetic Susceptibility Group, International Agency for Research on Cancer, Lyon, France
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
- Department of Molecular Virology, Immunology and Medical Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
- Mayo Clinic, Rochester, MN, USA
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research "Demokritos", Athens, Greece
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
- London School of Hygiene and Tropical Medicine, London, UK
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
- Molecular Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, Villejuif, France
- University Paris-Sud, UMRS 1018, Villejuif, France
- Inserm (National Institute of Health and Medical Research), U775 Paris, France
- Centre de Ressources Biologiques EPIGENETEC, Paris, France
- Copenhagen General Population Study, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Biochemistry, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Breast Surgery, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Saarland Cancer Registry, Saarbrücken, Germany
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland
- Biocenter Kuopio, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
- School of Medicine, Institute of Clinical Medicine, Oncology, University of Eastern Finland, Kuopio, Finland
- Cancer Center, Kuopio University Hospital, Kuopio, Finland
- Vesalius Research Center (VRC), VIB, Leuven, Belgium
- Multidisciplinary Breast Center, University Hospital Gasthuisberg, Leuven, Belgium
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Institute for Medical Biometrics and Epidemiology, University Clinic Hamburg-Eppendorf, Hamburg, Germany
- Department of Cancer Epidemiology/Clinical Cancer Registry, University Clinic Hamburg-Eppendorf, Hamburg, Germany
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia
- University of Hawaii Cancer Center, Honolulu, HI, USA
- Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Quebec Research Center and Laval University, Quebec, Canada
- Department of Medicine, McGill University, Montreal, Montreal, Quebec, Canada
- Division of Clinical Epidemiology, McGill University Health Centre, Royal Victoria Hospital, Montreal, Quebec, Canada
- Département de médecine sociale et préventive, Département de santé environnementale et santé au travail, Université de Montréal, Montreal, Quebec, Canada
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, Oulu University Hospital, Oulu, Finland
- Department of Oncology, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Surgery, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Medical Oncology, Family Cancer Clinic, Erasmus University Medical Centre, Rotterdam, The Netherlands
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Division of Genetics and Epidemiology, Institute of Cancer Research and Breakthrough Breast Cancer Research Centre, London, UK
- Department of Cancer Epidemiology and Prevention, M. Sklodowska-Curie Memorial Cancer Center & Institute of Oncology, Warsaw, Poland
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Genetics, Family Cancer Clinic, Erasmus University Medical Center, Rotterdam, The Netherlands
- Department of Surgical Oncology, Family Cancer Clinic, Erasmus University Medical Centre, Rotterdam, The Netherlands
- Human Genetics Division, Genome Institute of Singapore, Singapore, Singapore
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
- Department of Clinical Genetics, Helsinki University Central Hospital, Helsinki, Finland
- Department of Oncology, Helsinki University Central Hospital, Helsinki, Finland
- Department of Obstetrics and Gynaecology, Hannover Medical School, Hannover, Germany
- Department of Radiation Oncology, Hannover Medical School, Hannover, Germany
- Servicio de Cirugía General y Especialidades, Hospital Monte Naranco, Oviedo, Spain
- Servicio de Oncología Médica, Hospital Universitario La Paz, Madrid, Spain
| | - Australian Ovarian Cancer Study Group1819
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Biostatistics Unit, IMDEA Food Institute, Madrid, Spain
- Human Genotyping-CEGEN Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- CRUK Cambridge Institute, University of Cambridge, Cambridge, UK
- Hospital Monte Naranco, Oviedo, Spain
- Department of Pathology, Hospital Universitario La Paz, IdiPAZ (Hospital La Paz Institute for Health Research) Universidad Autonoma de Madrid, Madrid, Spain
- Laboratory of Pathology and Oncology, Research Unit, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Oncology—Pathology, Karolinska Institutet, Stockholm, Sweden
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, UK
- Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
- Breakthrough Breast Cancer Research Centre, Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
- Department of Preventive Medicine, Kyushu University Faculty of Medical Sciences, Fukuoka, Japan
- Division of Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan
- Department of Breast Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- QIMR Berghofer Institute of Medical Research, Brisbane, Queensland, Australia
- Saw Swee Hock School of Public Health, Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
- Research Oncology, Division of Cancer Studies, Kings College London Guy's Hospital, London, UK
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
- Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
- School of Medicine, Clinical Science Institute, National University of Ireland, Galway, UK
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- Department of Pathology, University of Melbourne, Melbourne, Victoria, Australia
- Cancer Research Initiatives Foundation, Sime Darby Medical Centre, Subang Jaya, Malaysia
- Breast Cancer Research Unit, University Malaya Cancer Research Institute, University Malaya Medical Centre, Kuala Lumpur, Malaysia
- Singapore Eye Research Institute, National University of Singapore, Singapore
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Germany
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr-University Bochum (IPA), Germany
- Molecular Genetics of Breast Cancer, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
- Institute for Occupational Medicine and Maritime Medicine, University Medical Center Hamburg-Eppendorf, Germany
- Institute of Pathology, Medical Faculty of the University of Bonn, Germany
- Department of Internal Medicine, Evangelische Kliniken Bonn GmbH, Johanniter Krankenhaus, Bonn, Germany
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Ontario Cancer Genetics Network, Lunenfeld-Tanenbaum Research Institute, Toronto, Ontario, Canada
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
- Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
- David Geffen School of Medicine, Department of Medicine Division of Hematology and Oncology, University of California at Los Angeles, CA, USA
- Institute of Human Genetics, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
- College of Public Health, China Medical University, Taichong, Taiwan
- Tri-Service General Hospital, Taipei, Taiwan
- Cancer Center, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan
- Department of Surgery, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan
- Department of Medicine, Vanderbilt University, Nashville, TN USA
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- CRUK/YCR Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield, UK
- Institute of Population Health, University of Manchester, Manchester, UK
- Division of Health Sciences, Warwick Medical School, Coventry, UK
- Ministry of Public Health, Bangkok, Thailand
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Shanghai Center for Disease Control and Prevention, Shanghai, China
- Shanghai Cancer Institute, Shanghai, China
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, Milan, Italy
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
- Cogentech Cancer Genetic Test Laboratory, Milan, Italy
- National Cancer Institute, Bangkok, Thailand
- Genetic Susceptibility Group, International Agency for Research on Cancer, Lyon, France
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
- Department of Molecular Virology, Immunology and Medical Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
- Mayo Clinic, Rochester, MN, USA
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research "Demokritos", Athens, Greece
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
- London School of Hygiene and Tropical Medicine, London, UK
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
- Molecular Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, Villejuif, France
- University Paris-Sud, UMRS 1018, Villejuif, France
- Inserm (National Institute of Health and Medical Research), U775 Paris, France
- Centre de Ressources Biologiques EPIGENETEC, Paris, France
- Copenhagen General Population Study, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Biochemistry, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Breast Surgery, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Saarland Cancer Registry, Saarbrücken, Germany
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland
- Biocenter Kuopio, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
- School of Medicine, Institute of Clinical Medicine, Oncology, University of Eastern Finland, Kuopio, Finland
- Cancer Center, Kuopio University Hospital, Kuopio, Finland
- Vesalius Research Center (VRC), VIB, Leuven, Belgium
- Multidisciplinary Breast Center, University Hospital Gasthuisberg, Leuven, Belgium
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Institute for Medical Biometrics and Epidemiology, University Clinic Hamburg-Eppendorf, Hamburg, Germany
- Department of Cancer Epidemiology/Clinical Cancer Registry, University Clinic Hamburg-Eppendorf, Hamburg, Germany
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia
- University of Hawaii Cancer Center, Honolulu, HI, USA
- Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Quebec Research Center and Laval University, Quebec, Canada
- Department of Medicine, McGill University, Montreal, Montreal, Quebec, Canada
- Division of Clinical Epidemiology, McGill University Health Centre, Royal Victoria Hospital, Montreal, Quebec, Canada
- Département de médecine sociale et préventive, Département de santé environnementale et santé au travail, Université de Montréal, Montreal, Quebec, Canada
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, Oulu University Hospital, Oulu, Finland
- Department of Oncology, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Surgery, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Medical Oncology, Family Cancer Clinic, Erasmus University Medical Centre, Rotterdam, The Netherlands
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Division of Genetics and Epidemiology, Institute of Cancer Research and Breakthrough Breast Cancer Research Centre, London, UK
- Department of Cancer Epidemiology and Prevention, M. Sklodowska-Curie Memorial Cancer Center & Institute of Oncology, Warsaw, Poland
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Genetics, Family Cancer Clinic, Erasmus University Medical Center, Rotterdam, The Netherlands
- Department of Surgical Oncology, Family Cancer Clinic, Erasmus University Medical Centre, Rotterdam, The Netherlands
- Human Genetics Division, Genome Institute of Singapore, Singapore, Singapore
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
- Department of Clinical Genetics, Helsinki University Central Hospital, Helsinki, Finland
- Department of Oncology, Helsinki University Central Hospital, Helsinki, Finland
- Department of Obstetrics and Gynaecology, Hannover Medical School, Hannover, Germany
- Department of Radiation Oncology, Hannover Medical School, Hannover, Germany
- Servicio de Cirugía General y Especialidades, Hospital Monte Naranco, Oviedo, Spain
- Servicio de Oncología Médica, Hospital Universitario La Paz, Madrid, Spain
| | - M Hartman
- Saw Swee Hock School of Public Health, Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
| | - M Hui
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | - W Y Lim
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | - P T-C Iau
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
| | - E Sawyer
- Research Oncology, Division of Cancer Studies, Kings College London Guy's Hospital, London, UK
| | - I Tomlinson
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
- Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
| | - M Kerin
- School of Medicine, Clinical Science Institute, National University of Ireland, Galway, UK
| | - N Miller
- School of Medicine, Clinical Science Institute, National University of Ireland, Galway, UK
| | - D Kang
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
| | - J-Y Choi
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
| | - S K Park
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
| | - D-Y Noh
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - J L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - D F Schmidt
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - E Makalic
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - M C Southey
- Department of Pathology, University of Melbourne, Melbourne, Victoria, Australia
| | - S H Teo
- Cancer Research Initiatives Foundation, Sime Darby Medical Centre, Subang Jaya, Malaysia
- Breast Cancer Research Unit, University Malaya Cancer Research Institute, University Malaya Medical Centre, Kuala Lumpur, Malaysia
| | - C H Yip
- Breast Cancer Research Unit, University Malaya Cancer Research Institute, University Malaya Medical Centre, Kuala Lumpur, Malaysia
| | - K Sivanandan
- Cancer Research Initiatives Foundation, Sime Darby Medical Centre, Subang Jaya, Malaysia
| | - W-T Tay
- Singapore Eye Research Institute, National University of Singapore, Singapore
| | - H Brauch
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Germany
| | - T Brüning
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr-University Bochum (IPA), Germany
| | - U Hamann
- Molecular Genetics of Breast Cancer, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
| | - The GENICA Network35363738394041
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Biostatistics Unit, IMDEA Food Institute, Madrid, Spain
- Human Genotyping-CEGEN Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- CRUK Cambridge Institute, University of Cambridge, Cambridge, UK
- Hospital Monte Naranco, Oviedo, Spain
- Department of Pathology, Hospital Universitario La Paz, IdiPAZ (Hospital La Paz Institute for Health Research) Universidad Autonoma de Madrid, Madrid, Spain
- Laboratory of Pathology and Oncology, Research Unit, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Oncology—Pathology, Karolinska Institutet, Stockholm, Sweden
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, UK
- Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
- Breakthrough Breast Cancer Research Centre, Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
- Department of Preventive Medicine, Kyushu University Faculty of Medical Sciences, Fukuoka, Japan
- Division of Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan
- Department of Breast Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- QIMR Berghofer Institute of Medical Research, Brisbane, Queensland, Australia
- Saw Swee Hock School of Public Health, Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
- Research Oncology, Division of Cancer Studies, Kings College London Guy's Hospital, London, UK
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
- Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
- School of Medicine, Clinical Science Institute, National University of Ireland, Galway, UK
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- Department of Pathology, University of Melbourne, Melbourne, Victoria, Australia
- Cancer Research Initiatives Foundation, Sime Darby Medical Centre, Subang Jaya, Malaysia
- Breast Cancer Research Unit, University Malaya Cancer Research Institute, University Malaya Medical Centre, Kuala Lumpur, Malaysia
- Singapore Eye Research Institute, National University of Singapore, Singapore
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Germany
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr-University Bochum (IPA), Germany
- Molecular Genetics of Breast Cancer, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
- Institute for Occupational Medicine and Maritime Medicine, University Medical Center Hamburg-Eppendorf, Germany
- Institute of Pathology, Medical Faculty of the University of Bonn, Germany
- Department of Internal Medicine, Evangelische Kliniken Bonn GmbH, Johanniter Krankenhaus, Bonn, Germany
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Ontario Cancer Genetics Network, Lunenfeld-Tanenbaum Research Institute, Toronto, Ontario, Canada
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
- Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
- David Geffen School of Medicine, Department of Medicine Division of Hematology and Oncology, University of California at Los Angeles, CA, USA
- Institute of Human Genetics, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
- College of Public Health, China Medical University, Taichong, Taiwan
- Tri-Service General Hospital, Taipei, Taiwan
- Cancer Center, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan
- Department of Surgery, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan
- Department of Medicine, Vanderbilt University, Nashville, TN USA
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- CRUK/YCR Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield, UK
- Institute of Population Health, University of Manchester, Manchester, UK
- Division of Health Sciences, Warwick Medical School, Coventry, UK
- Ministry of Public Health, Bangkok, Thailand
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Shanghai Center for Disease Control and Prevention, Shanghai, China
- Shanghai Cancer Institute, Shanghai, China
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, Milan, Italy
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
- Cogentech Cancer Genetic Test Laboratory, Milan, Italy
- National Cancer Institute, Bangkok, Thailand
- Genetic Susceptibility Group, International Agency for Research on Cancer, Lyon, France
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
- Department of Molecular Virology, Immunology and Medical Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
- Mayo Clinic, Rochester, MN, USA
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research "Demokritos", Athens, Greece
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
- London School of Hygiene and Tropical Medicine, London, UK
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
- Molecular Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, Villejuif, France
- University Paris-Sud, UMRS 1018, Villejuif, France
- Inserm (National Institute of Health and Medical Research), U775 Paris, France
- Centre de Ressources Biologiques EPIGENETEC, Paris, France
- Copenhagen General Population Study, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Biochemistry, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Breast Surgery, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Saarland Cancer Registry, Saarbrücken, Germany
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland
- Biocenter Kuopio, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
- School of Medicine, Institute of Clinical Medicine, Oncology, University of Eastern Finland, Kuopio, Finland
- Cancer Center, Kuopio University Hospital, Kuopio, Finland
- Vesalius Research Center (VRC), VIB, Leuven, Belgium
- Multidisciplinary Breast Center, University Hospital Gasthuisberg, Leuven, Belgium
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Institute for Medical Biometrics and Epidemiology, University Clinic Hamburg-Eppendorf, Hamburg, Germany
- Department of Cancer Epidemiology/Clinical Cancer Registry, University Clinic Hamburg-Eppendorf, Hamburg, Germany
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia
- University of Hawaii Cancer Center, Honolulu, HI, USA
- Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Quebec Research Center and Laval University, Quebec, Canada
- Department of Medicine, McGill University, Montreal, Montreal, Quebec, Canada
- Division of Clinical Epidemiology, McGill University Health Centre, Royal Victoria Hospital, Montreal, Quebec, Canada
- Département de médecine sociale et préventive, Département de santé environnementale et santé au travail, Université de Montréal, Montreal, Quebec, Canada
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, Oulu University Hospital, Oulu, Finland
- Department of Oncology, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Surgery, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Medical Oncology, Family Cancer Clinic, Erasmus University Medical Centre, Rotterdam, The Netherlands
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Division of Genetics and Epidemiology, Institute of Cancer Research and Breakthrough Breast Cancer Research Centre, London, UK
- Department of Cancer Epidemiology and Prevention, M. Sklodowska-Curie Memorial Cancer Center & Institute of Oncology, Warsaw, Poland
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Genetics, Family Cancer Clinic, Erasmus University Medical Center, Rotterdam, The Netherlands
- Department of Surgical Oncology, Family Cancer Clinic, Erasmus University Medical Centre, Rotterdam, The Netherlands
- Human Genetics Division, Genome Institute of Singapore, Singapore, Singapore
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
- Department of Clinical Genetics, Helsinki University Central Hospital, Helsinki, Finland
- Department of Oncology, Helsinki University Central Hospital, Helsinki, Finland
- Department of Obstetrics and Gynaecology, Hannover Medical School, Hannover, Germany
- Department of Radiation Oncology, Hannover Medical School, Hannover, Germany
- Servicio de Cirugía General y Especialidades, Hospital Monte Naranco, Oviedo, Spain
- Servicio de Oncología Médica, Hospital Universitario La Paz, Madrid, Spain
| | - A M Dunning
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - M Shah
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - I L Andrulis
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - J A Knight
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - G Glendon
- Ontario Cancer Genetics Network, Lunenfeld-Tanenbaum Research Institute, Toronto, Ontario, Canada
| | - S Tchatchou
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - M K Schmidt
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - A Broeks
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - E H Rosenberg
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - L J van't Veer
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - P A Fasching
- Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
- David Geffen School of Medicine, Department of Medicine Division of Hematology and Oncology, University of California at Los Angeles, CA, USA
| | - S P Renner
- Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
| | - A B Ekici
- Institute of Human Genetics, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - M W Beckmann
- Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
| | - C-Y Shen
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
- College of Public Health, China Medical University, Taichong, Taiwan
| | - C-N Hsiung
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - J-C Yu
- Tri-Service General Hospital, Taipei, Taiwan
| | - M-F Hou
- Cancer Center, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan
- Department of Surgery, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan
| | - W Blot
- Department of Medicine, Vanderbilt University, Nashville, TN USA
| | - Q Cai
- Department of Medicine, Vanderbilt University, Nashville, TN USA
| | - A H Wu
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - C-C Tseng
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - D Van Den Berg
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - D O Stram
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - A Cox
- CRUK/YCR Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield, UK
| | - I W Brock
- CRUK/YCR Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield, UK
| | - M W R Reed
- CRUK/YCR Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield, UK
| | - K Muir
- Institute of Population Health, University of Manchester, Manchester, UK
- Division of Health Sciences, Warwick Medical School, Coventry, UK
| | - A Lophatananon
- Division of Health Sciences, Warwick Medical School, Coventry, UK
| | - S Stewart-Brown
- Division of Health Sciences, Warwick Medical School, Coventry, UK
| | | | - W Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - S Deming-Halverson
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - M J Shrubsole
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - J Long
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - X-O Shu
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - W Lu
- Shanghai Center for Disease Control and Prevention, Shanghai, China
| | - Y-T Gao
- Shanghai Cancer Institute, Shanghai, China
| | - B Zhang
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - P Radice
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - P Peterlongo
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, Milan, Italy
| | - S Manoukian
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - F Mariette
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, Milan, Italy
- Cogentech Cancer Genetic Test Laboratory, Milan, Italy
| | | | - J McKay
- Genetic Susceptibility Group, International Agency for Research on Cancer, Lyon, France
| | - F J Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - A E Toland
- Department of Molecular Virology, Immunology and Medical Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - TNBCC73
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Biostatistics Unit, IMDEA Food Institute, Madrid, Spain
- Human Genotyping-CEGEN Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- CRUK Cambridge Institute, University of Cambridge, Cambridge, UK
- Hospital Monte Naranco, Oviedo, Spain
- Department of Pathology, Hospital Universitario La Paz, IdiPAZ (Hospital La Paz Institute for Health Research) Universidad Autonoma de Madrid, Madrid, Spain
- Laboratory of Pathology and Oncology, Research Unit, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Oncology—Pathology, Karolinska Institutet, Stockholm, Sweden
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, UK
- Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
- Breakthrough Breast Cancer Research Centre, Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
- Department of Preventive Medicine, Kyushu University Faculty of Medical Sciences, Fukuoka, Japan
- Division of Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan
- Department of Breast Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- QIMR Berghofer Institute of Medical Research, Brisbane, Queensland, Australia
- Saw Swee Hock School of Public Health, Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
- Research Oncology, Division of Cancer Studies, Kings College London Guy's Hospital, London, UK
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
- Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
- School of Medicine, Clinical Science Institute, National University of Ireland, Galway, UK
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- Department of Pathology, University of Melbourne, Melbourne, Victoria, Australia
- Cancer Research Initiatives Foundation, Sime Darby Medical Centre, Subang Jaya, Malaysia
- Breast Cancer Research Unit, University Malaya Cancer Research Institute, University Malaya Medical Centre, Kuala Lumpur, Malaysia
- Singapore Eye Research Institute, National University of Singapore, Singapore
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Germany
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr-University Bochum (IPA), Germany
- Molecular Genetics of Breast Cancer, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
- Institute for Occupational Medicine and Maritime Medicine, University Medical Center Hamburg-Eppendorf, Germany
- Institute of Pathology, Medical Faculty of the University of Bonn, Germany
- Department of Internal Medicine, Evangelische Kliniken Bonn GmbH, Johanniter Krankenhaus, Bonn, Germany
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Ontario Cancer Genetics Network, Lunenfeld-Tanenbaum Research Institute, Toronto, Ontario, Canada
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
- Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
- David Geffen School of Medicine, Department of Medicine Division of Hematology and Oncology, University of California at Los Angeles, CA, USA
- Institute of Human Genetics, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
- College of Public Health, China Medical University, Taichong, Taiwan
- Tri-Service General Hospital, Taipei, Taiwan
- Cancer Center, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan
- Department of Surgery, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan
- Department of Medicine, Vanderbilt University, Nashville, TN USA
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- CRUK/YCR Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield, UK
- Institute of Population Health, University of Manchester, Manchester, UK
- Division of Health Sciences, Warwick Medical School, Coventry, UK
- Ministry of Public Health, Bangkok, Thailand
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Shanghai Center for Disease Control and Prevention, Shanghai, China
- Shanghai Cancer Institute, Shanghai, China
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, Milan, Italy
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
- Cogentech Cancer Genetic Test Laboratory, Milan, Italy
- National Cancer Institute, Bangkok, Thailand
- Genetic Susceptibility Group, International Agency for Research on Cancer, Lyon, France
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
- Department of Molecular Virology, Immunology and Medical Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
- Mayo Clinic, Rochester, MN, USA
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research "Demokritos", Athens, Greece
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
- London School of Hygiene and Tropical Medicine, London, UK
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
- Molecular Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, Villejuif, France
- University Paris-Sud, UMRS 1018, Villejuif, France
- Inserm (National Institute of Health and Medical Research), U775 Paris, France
- Centre de Ressources Biologiques EPIGENETEC, Paris, France
- Copenhagen General Population Study, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Biochemistry, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Breast Surgery, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Saarland Cancer Registry, Saarbrücken, Germany
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland
- Biocenter Kuopio, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
- School of Medicine, Institute of Clinical Medicine, Oncology, University of Eastern Finland, Kuopio, Finland
- Cancer Center, Kuopio University Hospital, Kuopio, Finland
- Vesalius Research Center (VRC), VIB, Leuven, Belgium
- Multidisciplinary Breast Center, University Hospital Gasthuisberg, Leuven, Belgium
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Institute for Medical Biometrics and Epidemiology, University Clinic Hamburg-Eppendorf, Hamburg, Germany
- Department of Cancer Epidemiology/Clinical Cancer Registry, University Clinic Hamburg-Eppendorf, Hamburg, Germany
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia
- University of Hawaii Cancer Center, Honolulu, HI, USA
- Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Quebec Research Center and Laval University, Quebec, Canada
- Department of Medicine, McGill University, Montreal, Montreal, Quebec, Canada
- Division of Clinical Epidemiology, McGill University Health Centre, Royal Victoria Hospital, Montreal, Quebec, Canada
- Département de médecine sociale et préventive, Département de santé environnementale et santé au travail, Université de Montréal, Montreal, Quebec, Canada
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, Oulu University Hospital, Oulu, Finland
- Department of Oncology, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Surgery, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Medical Oncology, Family Cancer Clinic, Erasmus University Medical Centre, Rotterdam, The Netherlands
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Division of Genetics and Epidemiology, Institute of Cancer Research and Breakthrough Breast Cancer Research Centre, London, UK
- Department of Cancer Epidemiology and Prevention, M. Sklodowska-Curie Memorial Cancer Center & Institute of Oncology, Warsaw, Poland
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Genetics, Family Cancer Clinic, Erasmus University Medical Center, Rotterdam, The Netherlands
- Department of Surgical Oncology, Family Cancer Clinic, Erasmus University Medical Centre, Rotterdam, The Netherlands
- Human Genetics Division, Genome Institute of Singapore, Singapore, Singapore
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
- Department of Clinical Genetics, Helsinki University Central Hospital, Helsinki, Finland
- Department of Oncology, Helsinki University Central Hospital, Helsinki, Finland
- Department of Obstetrics and Gynaecology, Hannover Medical School, Hannover, Germany
- Department of Radiation Oncology, Hannover Medical School, Hannover, Germany
- Servicio de Cirugía General y Especialidades, Hospital Monte Naranco, Oviedo, Spain
- Servicio de Oncología Médica, Hospital Universitario La Paz, Madrid, Spain
| | - D Yannoukakos
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research "Demokritos", Athens, Greece
| | - O Fletcher
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
| | - N Johnson
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
| | | | - J Peto
- London School of Hygiene and Tropical Medicine, London, UK
| | - F Marme
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - B Burwinkel
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- Molecular Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - P Guénel
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, Villejuif, France
- University Paris-Sud, UMRS 1018, Villejuif, France
| | - T Truong
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, Villejuif, France
- University Paris-Sud, UMRS 1018, Villejuif, France
| | - M Sanchez
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, Villejuif, France
- University Paris-Sud, UMRS 1018, Villejuif, France
| | - C Mulot
- Inserm (National Institute of Health and Medical Research), U775 Paris, France
- Centre de Ressources Biologiques EPIGENETEC, Paris, France
| | - S E Bojesen
- Copenhagen General Population Study, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Biochemistry, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
| | - B G Nordestgaard
- Copenhagen General Population Study, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Biochemistry, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
| | - H Flyer
- Department of Breast Surgery, Herlev University Hospital, University of Copenhagen, Copenhagen, Denmark
| | - H Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - A K Dieffenbach
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - V Arndt
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - C Stegmaier
- Saarland Cancer Registry, Saarbrücken, Germany
| | - A Mannermaa
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland
- Biocenter Kuopio, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
| | - V Kataja
- Biocenter Kuopio, University of Eastern Finland, Kuopio, Finland
- School of Medicine, Institute of Clinical Medicine, Oncology, University of Eastern Finland, Kuopio, Finland
- Cancer Center, Kuopio University Hospital, Kuopio, Finland
| | - V-M Kosma
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland
- Biocenter Kuopio, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
| | - J M Hartikainen
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland
- Biocenter Kuopio, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
| | - D Lambrechts
- Vesalius Research Center (VRC), VIB, Leuven, Belgium
| | - B T Yesilyurt
- Vesalius Research Center (VRC), VIB, Leuven, Belgium
| | - G Floris
- Multidisciplinary Breast Center, University Hospital Gasthuisberg, Leuven, Belgium
| | - K Leunen
- Multidisciplinary Breast Center, University Hospital Gasthuisberg, Leuven, Belgium
| | - J Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - A Rudolph
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - P Seibold
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - D Flesch-Janys
- Institute for Medical Biometrics and Epidemiology, University Clinic Hamburg-Eppendorf, Hamburg, Germany
- Department of Cancer Epidemiology/Clinical Cancer Registry, University Clinic Hamburg-Eppendorf, Hamburg, Germany
| | - X Wang
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - J E Olson
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - C Vachon
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - K Purrington
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - G G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia
| | - G Severi
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia
| | - L Baglietto
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia
| | - C A Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - B E Henderson
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - F Schumacher
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - L Le Marchand
- University of Hawaii Cancer Center, Honolulu, HI, USA
| | - J Simard
- Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Quebec Research Center and Laval University, Quebec, Canada
| | - M Dumont
- Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Quebec Research Center and Laval University, Quebec, Canada
| | - M S Goldberg
- Department of Medicine, McGill University, Montreal, Montreal, Quebec, Canada
- Division of Clinical Epidemiology, McGill University Health Centre, Royal Victoria Hospital, Montreal, Quebec, Canada
| | - F Labrèche
- Département de médecine sociale et préventive, Département de santé environnementale et santé au travail, Université de Montréal, Montreal, Quebec, Canada
| | - R Winqvist
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, Oulu University Hospital, Oulu, Finland
| | - K Pylkäs
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, Oulu University Hospital, Oulu, Finland
| | - A Jukkola-Vuorinen
- Department of Oncology, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - M Grip
- Department of Surgery, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - P Devilee
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - R A E M Tollenaar
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - C Seynaeve
- Department of Medical Oncology, Family Cancer Clinic, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - M García-Closas
- Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Division of Genetics and Epidemiology, Institute of Cancer Research and Breakthrough Breast Cancer Research Centre, London, UK
| | - S J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - J Lissowska
- Department of Cancer Epidemiology and Prevention, M. Sklodowska-Curie Memorial Cancer Center & Institute of Oncology, Warsaw, Poland
| | - J D Figueroa
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - K Czene
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - M Eriksson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - K Humphreys
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - H Darabi
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - M J Hooning
- Department of Medical Oncology, Family Cancer Clinic, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - M Kriege
- Department of Medical Oncology, Family Cancer Clinic, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - J M Collée
- Department of Clinical Genetics, Family Cancer Clinic, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - M Tilanus-Linthorst
- Department of Surgical Oncology, Family Cancer Clinic, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - J Li
- Human Genetics Division, Genome Institute of Singapore, Singapore, Singapore
| | - A Jakubowska
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - J Lubinski
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - K Jaworska-Bieniek
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - K Durda
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - H Nevanlinna
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - T A Muranen
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - K Aittomäki
- Department of Clinical Genetics, Helsinki University Central Hospital, Helsinki, Finland
| | - C Blomqvist
- Department of Oncology, Helsinki University Central Hospital, Helsinki, Finland
| | - N Bogdanova
- Department of Obstetrics and Gynaecology, Hannover Medical School, Hannover, Germany
- Department of Radiation Oncology, Hannover Medical School, Hannover, Germany
| | - T Dörk
- Department of Obstetrics and Gynaecology, Hannover Medical School, Hannover, Germany
| | - P Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - G Chenevix-Trench
- QIMR Berghofer Institute of Medical Research, Brisbane, Queensland, Australia
| | - D F Easton
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - P D P Pharoah
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - J I Arias-Perez
- Servicio de Cirugía General y Especialidades, Hospital Monte Naranco, Oviedo, Spain
| | - P Zamora
- Servicio de Oncología Médica, Hospital Universitario La Paz, Madrid, Spain
| | - J Benítez
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- Human Genotyping-CEGEN Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - R L Milne
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia
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Wirtz RM, Aigner J, Marme F, Eidt S, Altevogt P, Sinn P, Schneeweiss A. Abstract P1-08-07: High tumor CD68 mRNA content (intratumoral macrophages) predicts response to neoadjuvant chemotherapy. Cancer Res 2013. [DOI: 10.1158/0008-5472.sabcs13-p1-08-07] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background
Immune cell infiltrates have been shown to play a prominent role with regard to prognosis of node negative breast cancer (Schmidt et al 2008). Moreover, it has been shown that B-cells and T-Cells are of particular importance for the response to chemotherapy (Schmidt et al. 2012). However, the role of macrophages remains unclear. It has been assumed, that tumor-associated macrophages play a role in promoting tumorigenesis. Still their role with regard to therapy prediction is unknown. Here we tested wether the infiltration of macrophages is associated with the response to neoadjuvant chemotherapy.
Materials and Methods
Pretreatment core cut biopsies from n = 100 patients with PBC treated within a randomized phase II trial (1) of anthracyline/taxane based NAC were examined. RNA from formalin-fixed, paraffin embedded (FFPE) routine biopsies were extracted using a bead-based extraction method (STRATIFYER XTRAKT kits). CD68 and ESR1, PGR, HER2, Ki67 as well as CALM2 as a house keeping gene were measured via a multiplex quantitative RT-PCR (RT-qPCR). Correlation analyses and partitioning tests were performed using the SAS JMP® 9.0.0 software.
Results
CD68 mRNA exhibited a normal data distribution (Median expression 40-DCT 34,66) in the core needle biopsies of advanced breast tumors. CD68 mRNA correlated strongly with Ki67 mRNA levels (Spearman r = 0,46; p<0,001), whereas there is virtually no correlation with other classical biomarkers such as ESR1, PGR and HER2. Partitioning analysis revealed that CD68 mRNA levels are superior to the previously and prospectively validated response markers ESR1 mRNA and HER2 mRNA. When using the median mRNA expression as an objective cut-off measurement no tumor having low CD68 mRNA expression did respond to chemotherapy, while 22% of the CD68 positive tumors responded by pathological complete response (ypT0ypN0). Based on molecular subtyping into Luminal, HER2 positive and Triple-Negative with predefined Cut-Off values for ESR1mRNA and HER2 mRNA levels, high CD68 were particularly informative within luminal tumors (22% pCR versus 0% pCR rate) and Triple negative tumors (38% pCR versus 0% pCR rate).
Conclusion
The presence of macrophages indicates tumors being sensitive to chemotherapy beyond the prospectively validated ESR1 and HER2 mRNA determinations (2), both in luminal and triple negative tumors. The mRNA expression levels of CD68 provide additional information beyond conventional subtyping and might therefore be useful for early assessment of non-response to chemotherapy und subsequent treatment planning.
1) Schneeweiss et al, Ann Oncol 2011
2) Denkert et al, Ann Oncol 2013.
Citation Information: Cancer Res 2013;73(24 Suppl): Abstract nr P1-08-07.
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Affiliation(s)
- RM Wirtz
- Stratifyer Molecular Pathology GmbH, Cologne, Germany; National Center for Tumor Disease (NCT), Heidelberg, Germany; Institute of Pathology at the St Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center (DKFZ), Heidelberg, Germany; Institute of Pathology of the University of Heidelberg, Heidelberg, Germany
| | - J Aigner
- Stratifyer Molecular Pathology GmbH, Cologne, Germany; National Center for Tumor Disease (NCT), Heidelberg, Germany; Institute of Pathology at the St Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center (DKFZ), Heidelberg, Germany; Institute of Pathology of the University of Heidelberg, Heidelberg, Germany
| | - F Marme
- Stratifyer Molecular Pathology GmbH, Cologne, Germany; National Center for Tumor Disease (NCT), Heidelberg, Germany; Institute of Pathology at the St Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center (DKFZ), Heidelberg, Germany; Institute of Pathology of the University of Heidelberg, Heidelberg, Germany
| | - S Eidt
- Stratifyer Molecular Pathology GmbH, Cologne, Germany; National Center for Tumor Disease (NCT), Heidelberg, Germany; Institute of Pathology at the St Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center (DKFZ), Heidelberg, Germany; Institute of Pathology of the University of Heidelberg, Heidelberg, Germany
| | - P Altevogt
- Stratifyer Molecular Pathology GmbH, Cologne, Germany; National Center for Tumor Disease (NCT), Heidelberg, Germany; Institute of Pathology at the St Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center (DKFZ), Heidelberg, Germany; Institute of Pathology of the University of Heidelberg, Heidelberg, Germany
| | - P Sinn
- Stratifyer Molecular Pathology GmbH, Cologne, Germany; National Center for Tumor Disease (NCT), Heidelberg, Germany; Institute of Pathology at the St Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center (DKFZ), Heidelberg, Germany; Institute of Pathology of the University of Heidelberg, Heidelberg, Germany
| | - A Schneeweiss
- Stratifyer Molecular Pathology GmbH, Cologne, Germany; National Center for Tumor Disease (NCT), Heidelberg, Germany; Institute of Pathology at the St Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center (DKFZ), Heidelberg, Germany; Institute of Pathology of the University of Heidelberg, Heidelberg, Germany
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Meyer KB, O'Reilly M, Michailidou K, Carlebur S, Edwards SL, French JD, Prathalingham R, Dennis J, Bolla MK, Wang Q, de Santiago I, Hopper JL, Tsimiklis H, Apicella C, Southey MC, Schmidt MK, Broeks A, Van 't Veer LJ, Hogervorst FB, Muir K, Lophatananon A, Stewart-Brown S, Siriwanarangsan P, Fasching PA, Lux MP, Ekici AB, Beckmann MW, Peto J, Dos Santos Silva I, Fletcher O, Johnson N, Sawyer EJ, Tomlinson I, Kerin MJ, Miller N, Marme F, Schneeweiss A, Sohn C, Burwinkel B, Guénel P, Truong T, Laurent-Puig P, Menegaux F, Bojesen SE, Nordestgaard BG, Nielsen SF, Flyger H, Milne RL, Zamora MP, Arias JI, Benitez J, Neuhausen S, Anton-Culver H, Ziogas A, Dur CC, Brenner H, Müller H, Arndt V, Stegmaier C, Meindl A, Schmutzler RK, Engel C, Ditsch N, Brauch H, Brüning T, Ko YD, Nevanlinna H, Muranen TA, Aittomäki K, Blomqvist C, Matsuo K, Ito H, Iwata H, Yatabe Y, Dörk T, Helbig S, Bogdanova NV, Lindblom A, Margolin S, Mannermaa A, Kataja V, Kosma VM, Hartikainen JM, Chenevix-Trench G, Wu AH, Tseng CC, Van Den Berg D, Stram DO, Lambrechts D, Thienpont B, Christiaens MR, Smeets A, Chang-Claude J, Rudolph A, Seibold P, Flesch-Janys D, Radice P, Peterlongo P, Bonanni B, Bernard L, Couch FJ, Olson JE, Wang X, Purrington K, Giles GG, Severi G, Baglietto L, McLean C, Haiman CA, Henderson BE, Schumacher F, Le Marchand L, Simard J, Goldberg MS, Labrèche F, Dumont M, Teo SH, Yip CH, Phuah SY, Kristensen V, Grenaker Alnæs G, Børresen-Dale AL, Zheng W, Deming-Halverson S, Shrubsole M, Long J, Winqvist R, Pylkäs K, Jukkola-Vuorinen A, Kauppila S, Andrulis IL, Knight JA, Glendon G, Tchatchou S, Devilee P, Tollenaar RAEM, Seynaeve CM, García-Closas M, Figueroa J, Chanock SJ, Lissowska J, Czene K, Darabi H, Eriksson K, Hooning MJ, Martens JWM, van den Ouweland AMW, van Deurzen CHM, Hall P, Li J, Liu J, Humphreys K, Shu XO, Lu W, Gao YT, Cai H, Cox A, Reed MWR, Blot W, Signorello LB, Cai Q, Pharoah PDP, Ghoussaini M, Harrington P, Tyrer J, Kang D, Choi JY, Park SK, Noh DY, Hartman M, Hui M, Lim WY, Buhari SA, Hamann U, Försti A, Rüdiger T, Ulmer HU, Jakubowska A, Lubinski J, Jaworska K, Durda K, Sangrajrang S, Gaborieau V, Brennan P, McKay J, Vachon C, Slager S, Fostira F, Pilarski R, Shen CY, Hsiung CN, Wu PE, Hou MF, Swerdlow A, Ashworth A, Orr N, Schoemaker MJ, Ponder BAJ, Dunning AM, Easton DF. Fine-scale mapping of the FGFR2 breast cancer risk locus: putative functional variants differentially bind FOXA1 and E2F1. Am J Hum Genet 2013; 93:1046-60. [PMID: 24290378 PMCID: PMC3852923 DOI: 10.1016/j.ajhg.2013.10.026] [Citation(s) in RCA: 88] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2013] [Revised: 10/15/2013] [Accepted: 10/28/2013] [Indexed: 12/19/2022] Open
Abstract
The 10q26 locus in the second intron of FGFR2 is the locus most strongly associated with estrogen-receptor-positive breast cancer in genome-wide association studies. We conducted fine-scale mapping in case-control studies genotyped with a custom chip (iCOGS), comprising 41 studies (n = 89,050) of European ancestry, 9 Asian ancestry studies (n = 13,983), and 2 African ancestry studies (n = 2,028) from the Breast Cancer Association Consortium. We identified three statistically independent risk signals within the locus. Within risk signals 1 and 3, genetic analysis identified five and two variants, respectively, highly correlated with the most strongly associated SNPs. By using a combination of genetic fine mapping, data on DNase hypersensitivity, and electrophoretic mobility shift assays to study protein-DNA binding, we identified rs35054928, rs2981578, and rs45631563 as putative functional SNPs. Chromatin immunoprecipitation showed that FOXA1 preferentially bound to the risk-associated allele (C) of rs2981578 and was able to recruit ERα to this site in an allele-specific manner, whereas E2F1 preferentially bound the risk variant of rs35054928. The risk alleles were preferentially found in open chromatin and bound by Ser5 phosphorylated RNA polymerase II, suggesting that the risk alleles are associated with changes in transcription. Chromatin conformation capture demonstrated that the risk region was able to interact with the promoter of FGFR2, the likely target gene of this risk region. A role for FOXA1 in mediating breast cancer susceptibility at this locus is consistent with the finding that the FGFR2 risk locus primarily predisposes to estrogen-receptor-positive disease.
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Affiliation(s)
- Kerstin B Meyer
- CRUK Cambridge Institute and Department of Oncology, University of Cambridge, Li Ka Shing Centre, Robinson Way, Cambridge CB2 0RE, UK.
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18
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Garcia-Closas M, Couch FJ, Lindstrom S, Michailidou K, Schmidt MK, Brook MN, orr N, Rhie SK, Riboli E, Feigelson HS, Le Marchand L, Buring JE, Eccles D, Miron P, Fasching PA, Brauch H, Chang-Claude J, Carpenter J, Godwin AK, Nevanlinna H, Giles GG, Cox A, Hopper JL, Bolla MK, Wang Q, Dennis J, Dicks E, Howat WJ, Schoof N, Bojesen SE, Lambrechts D, Broeks A, Andrulis IL, Guénel P, Burwinkel B, Sawyer EJ, Hollestelle A, Fletcher O, Winqvist R, Brenner H, Mannermaa A, Hamann U, Meindl A, Lindblom A, Zheng W, Devillee P, Goldberg MS, Lubinski J, Kristensen V, Swerdlow A, Anton-Culver H, Dörk T, Muir K, Matsuo K, Wu AH, Radice P, Teo SH, Shu XO, Blot W, Kang D, Hartman M, Sangrajrang S, Shen CY, Southey MC, Park DJ, Hammet F, Stone J, Veer LJV, Rutgers EJ, Lophatananon A, Stewart-Brown S, Siriwanarangsan P, Peto J, Schrauder MG, Ekici AB, Beckmann MW, Silva IDS, Johnson N, Warren H, Tomlinson I, Kerin MJ, Miller N, Marme F, Schneeweiss A, Sohn C, Truong T, Laurent-Puig P, Kerbrat P, Nordestgaard BG, Nielsen SF, Flyger H, Milne RL, Perez JIA, Menéndez P, Müller H, Arndt V, Stegmaier C, Lichtner P, Lochmann M, Justenhoven C, Ko YD, Muranen TA, Aittomäki K, Blomqvist C, Greco D, Heikkinen T, Ito H, Iwata H, Yatabe Y, Antonenkova NN, Margolin S, Kataja V, Kosma VM, Hartikainen JM, Balleine R, Tseng CC, Van Den Berg D, Stram DO, Neven P, Dieudonné AS, Leunen K, Rudolph A, Nickels S, Flesch-Janys D, Peterlongo P, Peissel B, Bernard L, Olson JE, Wang X, Stevens K, Severi G, Baglietto L, Mclean C, Coetzee GA, Feng Y, Henderson BE, Schumacher F, Bogdanova NV, Labrèche F, Dumont M, Yip CH, Taib NAM, Cheng CY, Shrubsole M, Long J, Pylkäs K, Jukkola-Vuorinen A, Kauppila S, knight JA, Glendon G, Mulligan AM, Tollenaar RAEM, Seynaeve CM, Kriege M, Hooning MJ, Van den Ouweland AMW, Van Deurzen CHM, Lu W, Gao YT, Cai H, Balasubramanian SP, Cross SS, Reed MWR, Signorello L, Cai Q, Shah M, Miao H, Chan CW, Chia KS, Jakubowska A, Jaworska K, Durda K, Hsiung CN, Wu PE, Yu JC, Ashworth A, Jones M, Tessier DC, González-Neira A, Pita G, Alonso MR, Vincent D, Bacot F, Ambrosone CB, Bandera EV, John EM, Chen GK, Hu JJ, Rodriguez-gil JL, Bernstein L, Press MF, Ziegler RG, Millikan RM, Deming-Halverson SL, Nyante S, Ingles SA, Waisfisz Q, Tsimiklis H, Makalic E, Schmidt D, Bui M, Gibson L, Müller-Myhsok B, Schmutzler RK, Hein R, Dahmen N, Beckmann L, Aaltonen K, Czene K, Irwanto A, Liu J, Turnbull C, Rahman N, Meijers-Heijboer H, Uitterlinden AG, Rivadeneira F, Olswold C, Slager S, Pilarski R, Ademuyiwa F, Konstantopoulou I, Martin NG, Montgomery GW, Slamon DJ, Rauh C, Lux MP, Jud SM, Bruning T, Weaver J, Sharma P, Pathak H, Tapper W, Gerty S, Durcan L, Trichopoulos D, Tumino R, Peeters PH, Kaaks R, Campa D, Canzian F, Weiderpass E, Johansson M, Khaw KT, Travis R, Clavel-Chapelon F, Kolonel LN, Chen C, Beck A, Hankinson SE, Berg CD, Hoover RN, Lissowska J, Figueroa JD, Chasman DI, Gaudet MM, Diver WR, Willett WC, Hunter DJ, Simard J, Benitez J, Dunning AM, Sherman ME, Chenevix-Trench G, Chanock SJ, Hall P, Pharoah PDP, Vachon C, Easton DF, Haiman CA, Kraft P. Genome-wide association studies identify four ER negative-specific breast cancer risk loci. Nat Genet 2013; 45:392-8, 398e1-2. [PMID: 23535733 PMCID: PMC3771695 DOI: 10.1038/ng.2561] [Citation(s) in RCA: 323] [Impact Index Per Article: 29.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2012] [Accepted: 01/29/2013] [Indexed: 12/14/2022]
Abstract
Estrogen receptor (ER)-negative tumors represent 20-30% of all breast cancers, with a higher proportion occurring in younger women and women of African ancestry. The etiology and clinical behavior of ER-negative tumors are different from those of tumors expressing ER (ER positive), including differences in genetic predisposition. To identify susceptibility loci specific to ER-negative disease, we combined in a meta-analysis 3 genome-wide association studies of 4,193 ER-negative breast cancer cases and 35,194 controls with a series of 40 follow-up studies (6,514 cases and 41,455 controls), genotyped using a custom Illumina array, iCOGS, developed by the Collaborative Oncological Gene-environment Study (COGS). SNPs at four loci, 1q32.1 (MDM4, P = 2.1 × 10(-12) and LGR6, P = 1.4 × 10(-8)), 2p24.1 (P = 4.6 × 10(-8)) and 16q12.2 (FTO, P = 4.0 × 10(-8)), were associated with ER-negative but not ER-positive breast cancer (P > 0.05). These findings provide further evidence for distinct etiological pathways associated with invasive ER-positive and ER-negative breast cancers.
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Affiliation(s)
- Montserrat Garcia-Closas
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton, UK
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
| | - Fergus J Couch
- Mayo Clinic College of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Sara Lindstrom
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Kyriaki Michailidou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Marjanka K Schmidt
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Mark N Brook
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton, UK
| | - Nick orr
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
| | - Suhn Kyong Rhie
- Department of Preventive Medicine, Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Elio Riboli
- School of Public Health, Imperial College, London, UK
| | | | - Loic Le Marchand
- Epidemiology Program, Cancer Research Center, University of Hawaii, Honolulu, Hawaii, USA
| | - Julie E Buring
- Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Diana Eccles
- Faculty of Medicine, University of Southampton, Southampton, UK
| | - Penelope Miron
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Peter A Fasching
- Department of Gynecology and Obstetrics, University Breast Center Franconia, University Hospital Erlangen, Erlangen, Germany
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Hiltrud Brauch
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Tübingen, Germany
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jane Carpenter
- Australian Breast Cancer Tissue Bank, University of Sydney at the Westmead Millennium Institute, Westmead, New South Wales, Australia
| | - Andrew K Godwin
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Heli Nevanlinna
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Graham G Giles
- Cancer Epidemiology Centre, The Cancer Council Victoria, Melbourne, Victoria, Australia
- School of Population Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Angela Cox
- Cancer Research UK/Yorkshire Cancer Research Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield, UK
| | - John L Hopper
- Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Manjeet K Bolla
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Qin Wang
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Joe Dennis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Ed Dicks
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Will J Howat
- Cancer Research UK, Cambridge Research Institute, Li Ka Shing Centre, Cambridge, UK
| | - Nils Schoof
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Stig E Bojesen
- Copenhagen General Population Study, Department of Clinical Biochemistry, Herlev Hospital, Copenhagen University Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Diether Lambrechts
- Vesalius Research Center (VRC), VIB, Leuven, Belgium
- Department of Oncology, University of Leuven, Leuven, Belgium
| | - Annegien Broeks
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Irene L Andrulis
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
- Ontario Cancer Genetics Network, Fred A. Litwin Center for Cancer Genetics, Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Pascal Guénel
- University Paris–Sud, Unité Mixte de Recherche Scientifique (UMRS) 1018, Villejuif, France
- INSERM (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), Environmental Epidemiology of Cancer, Villejuif, France
| | - Barbara Burwinkel
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- Molecular Epidemiology Group, DKFZ, Heidelberg, Germany
| | - Elinor J Sawyer
- Division of Cancer Studies, National Institute for Health Research (NIHR) Comprehensive Biomedical Research Centre, Guy’s & St. Thomas’ National Health Service (NHS) Foundation Trust in partnership with King’s College London, London, UK
| | - Antoinette Hollestelle
- Department of Medical Oncology, Erasmus University Medical Center–Daniel Den Hoed Cancer Center, Rotterdam, The Netherlands
| | - Olivia Fletcher
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
| | - Robert Winqvist
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Genetics, Biocenter Oulu, University of Oulu, Oulu University Hospital, Oulu, Finland
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, DKFZ, Heidelberg, Germany
| | - Arto Mannermaa
- Imaging Center, Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
- Biocenter Kuopio, Cancer Center of Eastern Finland, University of Eastern Finland, Kuopio, Finland
| | - Ute Hamann
- Molecular Genetics of Breast Cancer, DKFZ, Heidelberg, Germany
| | - Alfons Meindl
- Division for Gynaecological Tumor Genetics, Clinic of Gynaecology and Obstetrics, Technische Universität München, Munich, Germany
- Division of Gynaecology and Obstetrics, Technische Universität München, Munich, Germany
| | - Annika Lindblom
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Wei Zheng
- Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Division of Epidemiology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Peter Devillee
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
- Department of Pathology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Mark S Goldberg
- Department of Medicine, McGill University, Montreal, Quebec, Canada
- Division of Clinical Epidemiology, McGill University Health Centre, Royal Victoria Hospital, Montreal, Quebec, Canada
| | - Jan Lubinski
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Vessela Kristensen
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital, Radiumhospitalet, Oslo, Norway
- Faculty of Medicine (Faculty Division Ahus), Universitetet i Oslo, Oslo, Norway
| | - Anthony Swerdlow
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton, UK
| | - Hoda Anton-Culver
- Department of Epidemiology, University of California–Irvine, Irvine, California, USA
| | - Thilo Dörk
- Department of Obstetrics and Gynaecology, Hannover Medical School, Hannover, Germany
| | - Kenneth Muir
- Warwick Medical School, Warwick University, Coventry, UK
- Institute of Population Health, University of Manchester, Manchester, UK
| | - Keitaro Matsuo
- Division of Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Anna H Wu
- Department of Preventive Medicine, Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Paolo Radice
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale Tumori (INT), Milan, Italy
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, Milan, Italy
| | - Soo Hwang Teo
- Cancer Research Initiatives Foundation, Sime Darby Medical Centre, Subang Jaya, University Malaya Cancer Research Institute, University Malaya, Kuala Lumpur, Malaysia
- Breast Cancer Research Unit, University Malaya Cancer Research Institute, University Malaya, Kuala Lumpur, Malaysia
| | - Xiao-Ou Shu
- Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Division of Epidemiology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - William Blot
- Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Division of Epidemiology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
- International Epidemiology Institute, Rockville, Maryland, USA
| | - Daehee Kang
- Seoul National University College of Medicine, Seoul, Korea
| | - Mikael Hartman
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | | | - Chen-Yang Shen
- Colleague of Public Health, China Medical University, Taichong, Taiwan
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Melissa C Southey
- Department of Pathology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Daniel J Park
- Department of Pathology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Fleur Hammet
- Department of Pathology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Jennifer Stone
- Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Laura J Van’t Veer
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Emiel J Rutgers
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | | | | | | | - Julian Peto
- Non-communicable Disease Epidemiology Department, London School of Hygiene and Tropical Medicine, London, UK
| | - Michael G Schrauder
- Department of Gynecology and Obstetrics, University Breast Center Franconia, University Hospital Erlangen, Erlangen, Germany
| | - Arif B Ekici
- Institute of Human Genetics, Friedrich Alexander University Erlangen-Nuremberg, Erlangen, Germany
| | - Matthias W Beckmann
- Department of Gynecology and Obstetrics, University Breast Center Franconia, University Hospital Erlangen, Erlangen, Germany
| | - Isabel dos Santos Silva
- Non-communicable Disease Epidemiology Department, London School of Hygiene and Tropical Medicine, London, UK
| | - Nichola Johnson
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
| | - Helen Warren
- Non-communicable Disease Epidemiology Department, London School of Hygiene and Tropical Medicine, London, UK
| | - Ian Tomlinson
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
- Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
| | - Michael J Kerin
- Department of Surgery, Clinical Science Institute, University Hospital and National University of Ireland, Galway, Ireland
| | - Nicola Miller
- Department of Surgery, Clinical Science Institute, University Hospital and National University of Ireland, Galway, Ireland
| | - Federick Marme
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - Andreas Schneeweiss
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - Christof Sohn
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
| | - Therese Truong
- University Paris–Sud, Unité Mixte de Recherche Scientifique (UMRS) 1018, Villejuif, France
- INSERM (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), Environmental Epidemiology of Cancer, Villejuif, France
| | | | - Pierre Kerbrat
- Centre Eugène Marquis, Department of Medical Oncology, Rennes, France
| | - Børge G Nordestgaard
- Copenhagen General Population Study, Department of Clinical Biochemistry, Herlev Hospital, Copenhagen University Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Sune F Nielsen
- Copenhagen General Population Study, Department of Clinical Biochemistry, Herlev Hospital, Copenhagen University Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Henrik Flyger
- Department of Breast Surgery, Herlev Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | - Roger L Milne
- Genetic & Molecular Epidemiology Group, Human Cancer Genetics Program, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | | | | | - Heiko Müller
- Division of Clinical Epidemiology and Aging Research, DKFZ, Heidelberg, Germany
| | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research, DKFZ, Heidelberg, Germany
| | | | - Peter Lichtner
- Institute of Human Genetics, Technische Universität München, Munich, Germany
- Institute of Human Genetics, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
| | - Magdalena Lochmann
- Division of Gynaecology and Obstetrics, Technische Universität München, Munich, Germany
| | - Christina Justenhoven
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Tübingen, Germany
| | - Yon-Dschun Ko
- Department of Internal Medicine, Evangelische Kliniken Bonn, Johanniter Krankenhaus, Bonn, Germany
| | | | - Taru A Muranen
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Kristiina Aittomäki
- Department of Clinical Genetics, Helsinki University Central Hospital, Helsinki, Finland
| | - Carl Blomqvist
- Department of Oncology, Helsinki University Central Hospital, Helsinki, Finland
| | - Dario Greco
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Tuomas Heikkinen
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Hidemi Ito
- Division of Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Hiroji Iwata
- Department of Breast Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Yasushi Yatabe
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Natalia N Antonenkova
- N.N. Alexandrov Research Institute of Oncology and Medical Radiology, Minsk, Belarus
| | - Sara Margolin
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Vesa Kataja
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, Kuopio, Finland
- Biocenter Kuopio, Cancer Center of Eastern Finland, University of Eastern Finland, Kuopio, Finland
- Cancer Center, Kuopio University Hospital, Kuopio, Finland
| | - Veli-Matti Kosma
- Imaging Center, Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
- Biocenter Kuopio, Cancer Center of Eastern Finland, University of Eastern Finland, Kuopio, Finland
| | - Jaana M Hartikainen
- Imaging Center, Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
- Biocenter Kuopio, Cancer Center of Eastern Finland, University of Eastern Finland, Kuopio, Finland
| | - Rosemary Balleine
- Western Sydney Local Health District, Westmead Millennium Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
- Nepean Blue Mountains Local Health District, Westmead Millennium Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | | | - Chiu-Chen Tseng
- Department of Preventive Medicine, Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - David Van Den Berg
- Department of Preventive Medicine, Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Daniel O Stram
- Department of Preventive Medicine, Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Patrick Neven
- Multidisciplinary Breast Center, University Hospital Gasthuisberg, Department of Oncology, University of Leuven, Leuven, Belgium
| | - Anne-Sophie Dieudonné
- Multidisciplinary Breast Center, University Hospital Gasthuisberg, Department of Oncology, University of Leuven, Leuven, Belgium
| | - Karin Leunen
- Multidisciplinary Breast Center, University Hospital Gasthuisberg, Department of Oncology, University of Leuven, Leuven, Belgium
| | - Anja Rudolph
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan Nickels
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Dieter Flesch-Janys
- Department of Cancer Epidemiology/Clinical Cancer Registry, University Clinic Hamburg-Eppendorf, Hamburg, Germany
- Institute for Medical Biometrics and Epidemiology, University Clinic Hamburg-Eppendorf, Hamburg, Germany
| | - Paolo Peterlongo
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale Tumori (INT), Milan, Italy
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, Milan, Italy
| | - Bernard Peissel
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS INT, Milan, Italy
| | - Loris Bernard
- Department of Experimental Oncology, Istituto Europeo di Oncologia, Milan, Italy
- Cogentech Cancer Genetic Test Laboratory, Milan, Italy
| | - Janet E Olson
- Mayo Clinic College of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Xianshu Wang
- Mayo Clinic College of Medicine, Mayo Clinic, Rochester, Minnesota, USA
- Department of Laboratory Medicine and Pathology, Division of Experimental Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Kristen Stevens
- Mayo Clinic College of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Gianluca Severi
- Cancer Epidemiology Centre, The Cancer Council Victoria, Melbourne, Victoria, Australia
- Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Laura Baglietto
- Cancer Epidemiology Centre, The Cancer Council Victoria, Melbourne, Victoria, Australia
- Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Catriona Mclean
- Department of Anatomical Pathology, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Gerhard A Coetzee
- Department of Preventive Medicine, Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
- Department of Urology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Ye Feng
- Department of Preventive Medicine, Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Brian E Henderson
- Department of Preventive Medicine, Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Fredrick Schumacher
- Department of Preventive Medicine, Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Natalia V Bogdanova
- Department of Obstetrics and Gynaecology, Hannover Medical School, Hannover, Germany
- Department of Radiation Oncology, Hannover Medical School, Hannover, Germany
| | - France Labrèche
- Département de Médecine Sociale et Préventive, Département de Santé Environnementale et Santé au Travail, Université de Montréal, Montreal, Quebec, Canada
| | - Martine Dumont
- Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Québec and Laval University, Quebec City, Quebec, Canada
| | - Cheng Har Yip
- Breast Cancer Research Unit, University Malaya Cancer Research Institute, University Malaya, Kuala Lumpur, Malaysia
| | - Nur Aishah Mohd Taib
- Breast Cancer Research Unit, University Malaya Cancer Research Institute, University Malaya, Kuala Lumpur, Malaysia
| | - Ching-Yu Cheng
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
- Singapore Eye Research Institute, National University of Singapore, Singapore
| | - Martha Shrubsole
- Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Division of Epidemiology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Jirong Long
- Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Division of Epidemiology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Katri Pylkäs
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Genetics, Biocenter Oulu, University of Oulu, Oulu University Hospital, Oulu, Finland
| | | | - Saila Kauppila
- Department of Pathology, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Julia A knight
- Ontario Cancer Genetics Network, Fred A. Litwin Center for Cancer Genetics, Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Gord Glendon
- Ontario Cancer Genetics Network, Fred A. Litwin Center for Cancer Genetics, Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Anna Marie Mulligan
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Department of Laboratory Medicine, Keenan Research Centre of the Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada
| | | | - Caroline M Seynaeve
- Department of Medical Oncology, Erasmus University Medical Center–Daniel Den Hoed Cancer Center, Rotterdam, The Netherlands
| | - Mieke Kriege
- Department of Medical Oncology, Erasmus University Medical Center–Daniel Den Hoed Cancer Center, Rotterdam, The Netherlands
| | - Maartje J Hooning
- Department of Medical Oncology, Erasmus University Medical Center–Daniel Den Hoed Cancer Center, Rotterdam, The Netherlands
| | | | | | - Wei Lu
- Shanghai Center for Disease Control and Prevention, Shanghai, China
| | - Yu-Tang Gao
- Department of Epidemiology, Shanghai Cancer Institute, Shanghai, China
| | - Hui Cai
- Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Division of Epidemiology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Sabapathy P Balasubramanian
- Cancer Research UK/Yorkshire Cancer Research Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield, UK
| | - Simon S Cross
- Academic Unit of Pathology, Department of Neuroscience, University of Sheffield, Sheffield, UK
| | - Malcolm W R Reed
- Cancer Research UK/Yorkshire Cancer Research Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield, UK
| | - Lisa Signorello
- Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Division of Epidemiology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Qiuyin Cai
- Division of Clinical Epidemiology, McGill University Health Centre, Royal Victoria Hospital, Montreal, Quebec, Canada
| | - Mitul Shah
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Hui Miao
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Ching Wan Chan
- Department of Surgery, National University Health System, Singapore
| | - Kee Seng Chia
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Anna Jakubowska
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Katarzyna Jaworska
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Katarzyna Durda
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Chia-Ni Hsiung
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Pei-Ei Wu
- Taiwan Biobank, Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Jyh-Cherng Yu
- Department of Surgery, Tri-Service General Hospital, Taipei, Taiwan
| | - Alan Ashworth
- Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
| | - Michael Jones
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton, UK
| | - Daniel C Tessier
- McGill University and Génome Québec Innovation Centre, Montreal, Québec, Canada
| | - Anna González-Neira
- Human Genotyping Unit–CEGEN, Human Cancer Genetics Programme, CNIO, Madrid, Spain
| | - Guillermo Pita
- Human Genotyping Unit–CEGEN, Human Cancer Genetics Programme, CNIO, Madrid, Spain
| | - M Rosario Alonso
- Human Genotyping Unit–CEGEN, Human Cancer Genetics Programme, CNIO, Madrid, Spain
| | - Daniel Vincent
- McGill University and Génome Québec Innovation Centre, Montreal, Québec, Canada
| | - Francois Bacot
- McGill University and Génome Québec Innovation Centre, Montreal, Québec, Canada
| | - Christine B Ambrosone
- Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, New York, USA
| | - Elisa V Bandera
- The Cancer Institute of New Jersey, New Brunswick, New Jersey, USA
| | - Esther M John
- Cancer Prevention Institute of California, Fremont, California, USA
- Department of Health Research and Policy, Division of Epidemiology, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California, USA
| | - Gary K Chen
- Department of Preventive Medicine, Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Jennifer J Hu
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
- Department of Epidemiology and Public Health, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Jorge L Rodriguez-gil
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
- Department of Epidemiology and Public Health, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Leslie Bernstein
- Division of Cancer Etiology, Department of Population Science, Beckman Research Institute, City of Hope, Duarte, California, USA
| | - Michael F Press
- Department of Pathology, Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Regina G Ziegler
- Epidemiology and Biostatistics Program, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Robert M Millikan
- Department of Epidemiology, Gillings School of Global Public Health, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Sandra L Deming-Halverson
- Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Division of Epidemiology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Sarah Nyante
- Department of Epidemiology, Gillings School of Global Public Health, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Sue A Ingles
- Department of Preventive Medicine, Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Quinten Waisfisz
- Section of Oncogenetics, Department of Clinical Genetics, VU University Medical Center, Amsterdam, The Netherlands
| | - Helen Tsimiklis
- Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Enes Makalic
- School of Population Health, The University of Melbourne, Melbourne, Victoria, Australia
- Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Daniel Schmidt
- School of Population Health, The University of Melbourne, Melbourne, Victoria, Australia
- Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Minh Bui
- School of Population Health, The University of Melbourne, Melbourne, Victoria, Australia
- Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Lorna Gibson
- Non-communicable Disease Epidemiology Department, London School of Hygiene and Tropical Medicine, London, UK
| | - Bertram Müller-Myhsok
- Statistical Genetics Research Group, Max Planck Institute of Psychiatry, Munich, Germany
| | - Rita K Schmutzler
- Centre of Hereditary Breast and Ovarian Cancer, University Hospital, Cologne, Germany
- Centre of Integrated Oncology, University Hospital, Cologne, Germany
| | - Rebecca Hein
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- PMV (Primärmedizinische Versorgung) Research Group, Department of Child and Adolescent Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
| | - Norbert Dahmen
- Department of Psychiatry, University of Mainz, Mainz, Germany
| | - Lars Beckmann
- Institute for Quality and Efficiency in Health Care (IQWiG), Cologne, Germany
| | - Kirsimari Aaltonen
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
- Department of Clinical Genetics, Helsinki University Central Hospital, Helsinki, Finland
- Department of Oncology, Helsinki University Central Hospital, Helsinki, Finland
| | - Kamila Czene
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Astrid Irwanto
- Human Genetics Division, Genome Institute of Singapore, Singapore
| | - Jianjun Liu
- Human Genetics Division, Genome Institute of Singapore, Singapore
| | - Clare Turnbull
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton, UK
| | | | - Nazneen Rahman
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton, UK
| | - Hanne Meijers-Heijboer
- Section of Oncogenetics, Department of Clinical Genetics, VU University Medical Center, Amsterdam, The Netherlands
| | - Andre G Uitterlinden
- Department of Internal Medicine and Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Fernando Rivadeneira
- Department of Internal Medicine and Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | - Curtis Olswold
- Mayo Clinic College of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Susan Slager
- Mayo Clinic College of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Robert Pilarski
- Department of Internal Medicine, James Comprehensive Cancer Center, Ohio State University, Columbus, Ohio, USA
| | | | - Irene Konstantopoulou
- Molecular Diagnostics Laboratory, Institute of Radioisotopes and Radiodiagnostic Products (IRRP), National Centre for Scientific Research Demokritos, Aghia Paraskevi Attikis, Athens, Greece
| | - Nicholas G Martin
- QIMR GWAS Collective, Queensland Institute of Medical Research, Brisbane, Queensland, Australia
| | - Grant W Montgomery
- QIMR GWAS Collective, Queensland Institute of Medical Research, Brisbane, Queensland, Australia
| | - Dennis J Slamon
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
- Department of Medicine, Division of Hematology and Oncology, University of California, Los Angeles, Los Angeles, California, USA
| | - Claudia Rauh
- Department of Gynecology and Obstetrics, University Breast Center Franconia, University Hospital Erlangen, Erlangen, Germany
| | - Michael P Lux
- Department of Gynecology and Obstetrics, University Breast Center Franconia, University Hospital Erlangen, Erlangen, Germany
| | - Sebastian M Jud
- Department of Gynecology and Obstetrics, University Breast Center Franconia, University Hospital Erlangen, Erlangen, Germany
| | - Thomas Bruning
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance (IPA), Bochum, Germany
| | - Joellen Weaver
- Biosample Repository, Fox Chase Cancer Center, Philadelphia, Pennsylvania, USA
| | - Priyanka Sharma
- Division of Hematology and Oncology, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Harsh Pathak
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Will Tapper
- Faculty of Medicine, University of Southampton, Southampton, UK
| | - Sue Gerty
- Faculty of Medicine, University of Southampton, Southampton, UK
| | - Lorraine Durcan
- Faculty of Medicine, University of Southampton, Southampton, UK
| | - Dimitrios Trichopoulos
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA
- Bureau of Epidemiologic Research, Academy of Athens, Athens, Greece
- Hellenic Health Foundation, Athens, Greece
| | - Rosario Tumino
- Cancer Registry, Histopathology Unit Civile MPArezzo Hospital, Ragusa, Italy
| | - Petra H Peeters
- Julius Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daniele Campa
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Federico Canzian
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Elisabete Weiderpass
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Community Medicine, University of Tromsø, Tromsø, Norway
- Cancer Registry of Norway, Oslo, Norway
| | - Mattias Johansson
- Genetic Epidemiology Group, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Kay-Tee Khaw
- Clinical Gerontology Unit, University of Cambridge, Cambridge, UK
| | - Ruth Travis
- Cancer Epidemiology Unit, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Françoise Clavel-Chapelon
- University Paris–Sud, Unité Mixte de Recherche Scientifique (UMRS) 1018, Villejuif, France
- INSERM (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), Environmental Epidemiology of Cancer, Villejuif, France
| | - Laurence N Kolonel
- Département de Médecine Sociale et Préventive, Département de Santé Environnementale et Santé au Travail, Université de Montréal, Montreal, Quebec, Canada
| | - Constance Chen
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Andy Beck
- Department of Pathology, Beth Israel DeaconessMedical Center, Boston, Massachusetts, USA
- Department of Pathology, Harvard Medical School, Boston, Massachusetts, USA
| | - Susan E Hankinson
- Division of Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts, Amherst, Massachusetts, USA
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Christine D Berg
- Division of Cancer Prevention, National Cancer Institute, Bethesda, Maryland, USA
| | - Robert N Hoover
- Epidemiology and Biostatistics Program, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Jolanta Lissowska
- Department of Cancer Epidemiology and Prevention, M Sklodowska-Curie Memorial Cancer Center and Institute of Oncology, Warsaw, Poland
| | - Jonine D Figueroa
- Epidemiology and Biostatistics Program, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Daniel I Chasman
- Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Mia M Gaudet
- Epidemiology Research Program, American Cancer Society, Atlanta, Georgia, USA
| | - W Ryan Diver
- Epidemiology Research Program, American Cancer Society, Atlanta, Georgia, USA
| | - Walter C Willett
- Department of Nutrition, Harvard School of Public Health, Boston, Massachusetts, USA
| | - David J Hunter
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Jacques Simard
- Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Québec and Laval University, Quebec City, Quebec, Canada
| | - Javier Benitez
- Human Genotyping Unit–CEGEN, Human Cancer Genetics Programme, CNIO, Madrid, Spain
- Human Genetics Group, CNIO, Madrid, Spain
- Centro de Investigacion en Red de Enfermedades Raras (CIBERER), Madrid, Spain
| | - Alison M Dunning
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Mark E Sherman
- Epidemiology and Biostatistics Program, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Georgia Chenevix-Trench
- Department of Genetics, Queensland Institute of Medical Research, Brisbane, Queensland, Australia
| | - Stephen J Chanock
- Epidemiology and Biostatistics Program, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Per Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Paul D P Pharoah
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Celine Vachon
- Mayo Clinic College of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Douglas F Easton
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Peter Kraft
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA
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Marme F, Schneeweiss A, Aigner J, Eidt S, Altevogt P, Sinn P, Wirtz RM. Abstract P3-06-08: Ki-67 mRNA as a predictor for response to neoadjuvant chemotherapy in primary breast cancer. Cancer Res 2012. [DOI: 10.1158/0008-5472.sabcs12-p3-06-08] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Pathologic complete response (pCR, ypT0/is) is one of the strongest prognostic factors for primary breast cancer (PBC) in the setting of neoadjuvant chemotherapy (NAC). Factors predictive for response to NAC can help to stratify for an individualized therapy. As chemotherapeutic agents are most active in highly proliferative tumors, it was the aim of the present study to evaluate the potential of Ki-67 as a single proliferation marker, quantitatively measured on the mRNA or protein level, to predict response of PBC to NAC.
Material and methods: Pretreatment core cut biopsies from n=72 patients with PBC treated within a randomized phase II trial (1) of anthracylin/taxane based NAC were examined. Immunohistochemistry was performed for the Ki67 antigen on an automated IHC platform (Dako Techmate 500). Ki-67 were assessed either by visual scoring (vIHC) or by quantitative image analysis (qIHC). For quantitative IHC analysis tumor proliferation was analyzed after tumor stroma segmentation using the Aperio Image Analysis toolbox. RNA was extracted from formalin-fixed, paraffin embedded (FFPE) routine biopsies using a bead-based extraction method (STRATIFYER XTRAKT kits). Ki-67, TOP2A and RACGAP1 as well as CALM2 as a house keeping gene were measured via a multiplex quantitative RT-PCR (qPCR). Kaplan-Meier survival estimates, patitioning test and correlation analyses were performed using the SAS JMP® 9.0.0 software.
Results: There was only a moderate correlation between Ki-67 mRNA or Ki-67 measured by immunohistochemistry (IHC) and histologic grade (Spearman r = 0.52 p < 0.0001; r = 0.23 p = 0.033, respectively). Conventional visual scoring and qIHC correlated well (r = 0,78 p < 0,0001), while qPCR and qIHC correlated moderately (r = 0,50 p < 0,0001). For Ki-67 determined by visual scoring of standard IHC there was an optimal discrimination at a cut-off of 20% stained nuclei with regard to chemotherapy response. Yet, the difference between pCR-rates for high and low Ki-67 on IHC was non-significant, with 16.3% and 12.5% pCRs in the IHC Ki-67 high and low group, respectively. For Ki-67 IHC analysed by quantitative image analysis there was optimal cut-off at 35% stained nuclei resulting in 37,5% versus 8,7% pCR rate and 54% of pCRs classified correctly. For qPCR determination, high Ki-67 mRNA expression was associated with a high pCR-rate of 36.4% as opposed to 5.8% in tumors with low Ki-67 mRNA levels and 82% classified correctly.
Conclusion: High Ki-67 mRNA expression measured by RT-qPCR was predictive for the achievement of pCR to NAC and in this respect was superior to Ki-67 determined by vIHC or qIHC. This is consistent with data on Ki-67 IHC as a predictor of pCR on larger neoadjuvant cohorts (1). RT-qPCR based measurements of Ki-67 mRNA ensures an objective and highly reproducible quantification of proliferative activity from FFPE tissue from routine core cut biopsies. As such it seems to be more robust and meaningful compared to protein-based determination of Ki-67 by IHC, both by visual scoring or quantitative image analysis.
1) Schneeweiss et al, Ann Oncol 2011 2) Fasching et al., BMC Cancer 2011
Citation Information: Cancer Res 2012;72(24 Suppl):Abstract nr P3-06-08.
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Affiliation(s)
- F Marme
- National Center for Tumor Diseases, University-Hospital Heidelberg, Germany; Institut of Pathologie at the St.-Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center, Heidelberg, Germany; University of Heidelberg, Germany; STRATIFYER MolecularPathology GmbH, Cologne, Germany
| | - A Schneeweiss
- National Center for Tumor Diseases, University-Hospital Heidelberg, Germany; Institut of Pathologie at the St.-Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center, Heidelberg, Germany; University of Heidelberg, Germany; STRATIFYER MolecularPathology GmbH, Cologne, Germany
| | - J Aigner
- National Center for Tumor Diseases, University-Hospital Heidelberg, Germany; Institut of Pathologie at the St.-Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center, Heidelberg, Germany; University of Heidelberg, Germany; STRATIFYER MolecularPathology GmbH, Cologne, Germany
| | - S Eidt
- National Center for Tumor Diseases, University-Hospital Heidelberg, Germany; Institut of Pathologie at the St.-Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center, Heidelberg, Germany; University of Heidelberg, Germany; STRATIFYER MolecularPathology GmbH, Cologne, Germany
| | - P Altevogt
- National Center for Tumor Diseases, University-Hospital Heidelberg, Germany; Institut of Pathologie at the St.-Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center, Heidelberg, Germany; University of Heidelberg, Germany; STRATIFYER MolecularPathology GmbH, Cologne, Germany
| | - P Sinn
- National Center for Tumor Diseases, University-Hospital Heidelberg, Germany; Institut of Pathologie at the St.-Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center, Heidelberg, Germany; University of Heidelberg, Germany; STRATIFYER MolecularPathology GmbH, Cologne, Germany
| | - RM Wirtz
- National Center for Tumor Diseases, University-Hospital Heidelberg, Germany; Institut of Pathologie at the St.-Elisabeth-Hospital, Cologne, Germany; German Cancer Research Center, Heidelberg, Germany; University of Heidelberg, Germany; STRATIFYER MolecularPathology GmbH, Cologne, Germany
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Peterlongo P, Caleca L, Cattaneo E, Ravagnani F, Bianchi T, Galastri L, Bernard L, Ficarazzi F, Dall'olio V, Marme F, Langheinz A, Sohn C, Burwinkel B, Giles GG, Baglietto L, Severi G, Odefrey FA, Southey MC, Osorio A, Fernandez F, Alonso MR, Benitez J, Barile M, Peissel B, Manoukian S, Radice P. The rs12975333 variant in the miR-125a and breast cancer risk in Germany, Italy, Australia and Spain. J Med Genet 2011; 48:703-4. [DOI: 10.1136/jmedgenet-2011-100103] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Marme F, Werft W, Benner A, Burwinkel B, Sinn H, Sohn C, Lichter P, Hahn M, Altevogt P, Schneeweiss A. Predictive value of CD24 ala/val polymorphism for pathologic complete response to sequential anthracycline- and taxane-based neoadjuvant chemotherapy for primary breast cancer. J Clin Oncol 2010. [DOI: 10.1200/jco.2010.28.15_suppl.543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Schneeweiss A, Schumacher C, Gluz O, Zuna I, Eidt S, Marme F, Nitz U, Sohn C, Rom J. Association of HER2 overexpression and prognosis in small primary breast cancer. J Clin Oncol 2010. [DOI: 10.1200/jco.2010.28.15_suppl.e11024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Marme F, Sohn C, Burwinkel B, Sinn P, Hahn M, Lichter P, Benner A, Schneeweiss A. Association of the fibroblast growth factor receptor-4 (FGFR4) Gly388Arg polymorphism with clinical and pathological response to primary systemic therapy (PST) for early breast cancer (EBC). J Clin Oncol 2009. [DOI: 10.1200/jco.2009.27.15_suppl.525] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
525 Background: The FGFR4 Arg388 genotype has recently been shown to be associated with decreased disease free survival after adjuvant systemic therapy for EBC and thus therapy resistance (Harbeck et al, J Clin Oncol. 2006). Primary systemic therapy (PST) for EBC allows in-vivo chemosensitivity testing. Pathological complete response (pCR) in the breast following PST is associated with improved survival. We evaluated the FGFR4 Gly388Arg polymorphism as a predictive factor for response to PST for EBC in the setting of a prospective, randomized phase 2 trial. Methods: Patients (pts, n = 257) with T2–4/N0–2/M0 EBC were randomized to 4 cycles (cy) A 60 mg/m2 + C 600 mg/m2 day (d) 1 every three weeks (q3w) followed by 4 cy D 100 mg/m2 d1 q3w, or 4 cy A 60 mg/m2 + P 500 mg/m2 on d1 q3w followed by 4 cy D 100 mg/m2 d1 q3w, stratified by hormone receptor (HR) status. Surgery was performed after last chemotherapy. Genotyping was performed using a Taqman Genotyping assay. The genotype was confirmed by RFLP-PCR for 50% of samples with 100% congruence. Results: Genotype was available for 252 of 257 pts enrolled into this study. Using Fisher´s Exact Test there was no correlation between genotype and clinical tumour size (cT), HR status, HER2neu status, grading, menopausal status or triple negative phenotype. The G/G genotype correlates significantly with clinically positive axillary lymph nodes before chemotherapy (p = 0.03). Considering all pts the G/G genotype (vs G/A + A/A) is associated with a significantly lower overall response rate (ORR)(OR 0,47; 65% vs 80%; p = 0.03). Separate analysis of treatment arms showed a significant correlation between the G/G genotype (vs other genotypes) and a lower pCR rate (OR 0.33; 12.5% vs 30.4%; p = 0.04), clinical complete response (p = 0.02) and ORR (OR 0.25; p = 0.01) in the AC-D arm, whereas there was no correlation for pts treated with AP-D. Conclusions: This study provides important evidence that the FGFR4 genotype might serve as a valuable predicitve marker for response to PST with AC-D for EBC. No significant financial relationships to disclose.
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Affiliation(s)
- F. Marme
- University Hospital University of Heidelberg, Heidelberg, Germany; University of Heidelberg, Heidelberg, Germany; German Cancer Research Center, Heidelberg, Germany
| | - C. Sohn
- University Hospital University of Heidelberg, Heidelberg, Germany; University of Heidelberg, Heidelberg, Germany; German Cancer Research Center, Heidelberg, Germany
| | - B. Burwinkel
- University Hospital University of Heidelberg, Heidelberg, Germany; University of Heidelberg, Heidelberg, Germany; German Cancer Research Center, Heidelberg, Germany
| | - P. Sinn
- University Hospital University of Heidelberg, Heidelberg, Germany; University of Heidelberg, Heidelberg, Germany; German Cancer Research Center, Heidelberg, Germany
| | - M. Hahn
- University Hospital University of Heidelberg, Heidelberg, Germany; University of Heidelberg, Heidelberg, Germany; German Cancer Research Center, Heidelberg, Germany
| | - P. Lichter
- University Hospital University of Heidelberg, Heidelberg, Germany; University of Heidelberg, Heidelberg, Germany; German Cancer Research Center, Heidelberg, Germany
| | - A. Benner
- University Hospital University of Heidelberg, Heidelberg, Germany; University of Heidelberg, Heidelberg, Germany; German Cancer Research Center, Heidelberg, Germany
| | - A. Schneeweiss
- University Hospital University of Heidelberg, Heidelberg, Germany; University of Heidelberg, Heidelberg, Germany; German Cancer Research Center, Heidelberg, Germany
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Rom J, von Minckwitz G, Marme F, Sievert M, Kozian D, Schuetz F, Scharf A, Kaufmann M, Sohn C, Schneeweiss A. Phase I study of apoptosis gene modulation with oblimersen within preoperative chemotherapy in patients with primary breast cancer. J Clin Oncol 2009. [DOI: 10.1200/jco.2009.27.15_suppl.e11576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e11576 Background: The expression of the Bcl-2 protein confers resistance to chemotherapy mediated apoptotic signals in patients with breast cancer. The development of chemo sensitizing drugs may result in new treatment options. We investigated the effects of Bcl-2 down-regulation by the Bcl-2 antisense oligodeoxynucleotide oblimersen in breast tumor biopsies. Oblimersen targets Bcl-2 mRNA, thereby down regulates Bcl-2 protein translation, and enhances the antitumor effects of sub therapeutic doses of docetaxel. Methods: Within a phase I trial we administered escalating doses of oblimersen (3/5/7mg/kg/day) as continuous infusion on day 1–7 in combination with standard dosed docetaxel, doxorubicin, cyclophosphamide (TAC) on day 5 as preoperative chemotherapy in 28 patients with T2–4 breast cancers. Effects of oblimersen were evaluated in tumor biopsies and peripheral blood mononuclear cells (PBMCs) 4 days after start of oblimersen continuous infusion and before TAC treatment by quantitative microfluidic real-time polymerase chain reaction (RT-PCR). Read-outs consisted in measurement of Bcl-2 mRNA modulations and of 18 other putative predictive markers. Results: Two out of 13 patients showed a diminution of Bcl-2 transcripts after 4 days of treatment with oblimersen 5 mg/kg/day. PBMCs could not be evaluated as a surrogate tissue, because no qualified RNA could be isolated. Conclusions: Nevertheless, we demonstrated the feasibility to process clinical samples and to obtain good quality RNA from tumor biopsies, and indicated the potential of oblimersen to lower Bcl-2 mRNA in breast cancer. No significant financial relationships to disclose.
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Affiliation(s)
- J. Rom
- University Women's Hospital of Heidelberg, Heidelberg, Germany; University of Frankfurt, Frankfurt, Germany; Sanofi-Aventis GmbH, Berllin, Germany
| | - G. von Minckwitz
- University Women's Hospital of Heidelberg, Heidelberg, Germany; University of Frankfurt, Frankfurt, Germany; Sanofi-Aventis GmbH, Berllin, Germany
| | - F. Marme
- University Women's Hospital of Heidelberg, Heidelberg, Germany; University of Frankfurt, Frankfurt, Germany; Sanofi-Aventis GmbH, Berllin, Germany
| | - M. Sievert
- University Women's Hospital of Heidelberg, Heidelberg, Germany; University of Frankfurt, Frankfurt, Germany; Sanofi-Aventis GmbH, Berllin, Germany
| | - D. Kozian
- University Women's Hospital of Heidelberg, Heidelberg, Germany; University of Frankfurt, Frankfurt, Germany; Sanofi-Aventis GmbH, Berllin, Germany
| | - F. Schuetz
- University Women's Hospital of Heidelberg, Heidelberg, Germany; University of Frankfurt, Frankfurt, Germany; Sanofi-Aventis GmbH, Berllin, Germany
| | - A. Scharf
- University Women's Hospital of Heidelberg, Heidelberg, Germany; University of Frankfurt, Frankfurt, Germany; Sanofi-Aventis GmbH, Berllin, Germany
| | - M. Kaufmann
- University Women's Hospital of Heidelberg, Heidelberg, Germany; University of Frankfurt, Frankfurt, Germany; Sanofi-Aventis GmbH, Berllin, Germany
| | - C. Sohn
- University Women's Hospital of Heidelberg, Heidelberg, Germany; University of Frankfurt, Frankfurt, Germany; Sanofi-Aventis GmbH, Berllin, Germany
| | - A. Schneeweiss
- University Women's Hospital of Heidelberg, Heidelberg, Germany; University of Frankfurt, Frankfurt, Germany; Sanofi-Aventis GmbH, Berllin, Germany
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