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Moore KM, Thomas GJ, Duffy SW, Warwick J, Gabe R, Chou P, Ellis IO, Green AR, Haider S, Brouilette K, Saha A, Vallath S, Bowen R, Chelala C, Eccles D, Tapper WJ, Thompson AM, Quinlan P, Jordan L, Gillett C, Brentnall A, Violette S, Weinreb PH, Kendrew J, Barry ST, Hart IR, Jones JL, Marshall JF. Therapeutic targeting of integrin αvβ6 in breast cancer. J Natl Cancer Inst 2014; 106:dju169. [PMID: 24974129 PMCID: PMC4151855 DOI: 10.1093/jnci/dju169] [Citation(s) in RCA: 95] [Impact Index Per Article: 9.5] [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: 06/06/2013] [Revised: 05/06/2014] [Accepted: 05/13/2014] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Integrin αvβ6 promotes migration, invasion, and survival of cancer cells; however, the relevance and role of αvβ6 has yet to be elucidated in breast cancer. METHODS Protein expression of integrin subunit beta6 (β6) was measured in breast cancers by immunohistochemistry (n > 2000) and ITGB6 mRNA expression measured in the Molecular Taxonomy of Breast Cancer International Consortium dataset. Overall survival was assessed using Kaplan Meier curves, and bioinformatics statistical analyses were performed (Cox proportional hazards model, Wald test, and Chi-square test of association). Using antibody (264RAD) blockade and siRNA knockdown of β6 in breast cell lines, the role of αvβ6 in Human Epidermal Growth Factor Receptor 2 (HER2) biology (expression, proliferation, invasion, growth in vivo) was assessed by flow cytometry, MTT, Transwell invasion, proximity ligation assay, and xenografts (n ≥ 3), respectively. A student's t-test was used for two variables; three-plus variables used one-way analysis of variance with Bonferroni's Multiple Comparison Test. Xenograft growth was analyzed using linear mixed model analysis, followed by Wald testing and survival, analyzed using the Log-Rank test. All statistical tests were two sided. RESULTS High expression of either the mRNA or protein for the integrin subunit β6 was associated with very poor survival (HR = 1.60, 95% CI = 1.19 to 2.15, P = .002) and increased metastases to distant sites. Co-expression of β6 and HER2 was associated with worse prognosis (HR = 1.97, 95% CI = 1.16 to 3.35, P = .01). Monotherapy with 264RAD or trastuzumab slowed growth of MCF-7/HER2-18 and BT-474 xenografts similarly (P < .001), but combining 264RAD with trastuzumab effectively stopped tumor growth, even in trastuzumab-resistant MCF-7/HER2-18 xenografts. CONCLUSIONS Targeting αvβ6 with 264RAD alone or in combination with trastuzumab may provide a novel therapy for treating high-risk and trastuzumab-resistant breast cancer patients.
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Affiliation(s)
- Kate M Moore
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Gareth J Thomas
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Stephen W Duffy
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Jane Warwick
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Rhian Gabe
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Patrick Chou
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Ian O Ellis
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Andrew R Green
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Syed Haider
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Kellie Brouilette
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Antonio Saha
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Sabari Vallath
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Rebecca Bowen
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Claude Chelala
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Diana Eccles
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - William J Tapper
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Alastair M Thompson
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Phillip Quinlan
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Lee Jordan
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Cheryl Gillett
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Adam Brentnall
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Shelia Violette
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Paul H Weinreb
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Jane Kendrew
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Simon T Barry
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - Ian R Hart
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - J Louise Jones
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB)
| | - John F Marshall
- Affiliations of authors: Centre for Tumour Biology (KMM, GJT, KB, AS, SV, RB, IRH, JLJ, JFM), Cancer Screening Evaluation Group (SWD, JW, RG, PC), and Molecular Oncology and Imaging (SH, CC), John Vane Science Centre, Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Histopathology, Molecular Medical Sciences, Nottingham City Hospital NHS Trust, Nottingham, UK (IOE, ARG); Cancer Sciences Division, Southampton General Hospital, Southampton, UK (GJT, DE, WJT); Department of Surgery (AMT, PQ) and Department of Pathology (LJ), Ninewells Hospital and Medical School, Dundee, UK; Hedley Atkins Breast Pathology Laboratory, Guy's Hospital, London, UK (CG); Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK (AB); Biogen Idec, Cambridge, MA (SV, PHW); Oncology iMED, AstraZeneca, Macclesfield, UK (JK, STB).
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