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Generali D, Buffa FM, Berruti A, Brizzi MP, Campo L, Bonardi S, Bersiga A, Allevi G, Milani M, Aguggini S, Papotti M, Dogliotti L, Bottini A, Harris AL, Fox SB. Phosphorylated ERα, HIF-1α, and MAPK Signaling As Predictors of Primary Endocrine Treatment Response and Resistance in Patients With Breast Cancer. J Clin Oncol 2009; 27:227-34. [DOI: 10.1200/jco.2007.13.7083] [Citation(s) in RCA: 99] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Purpose We aimed to identify signaling pathways involved in the response and resistance to aromatase inhibitor therapy in patients with breast cancer. Patients and Methods One hundred fourteen women with T2-4 N0-1, estrogen receptor (ER) α–positive tumors were randomly assigned to neoadjuvant letrozole or letrozole plus metronomic cyclophosphamide. Twenty-four tumor proteins involved in apoptosis, cell survival, hypoxia, angiogenesis, growth factor, and hormone signaling were assessed by immunohistochemistry in pretreatment samples (eg, caspase 3, phospho- mammalian target of rapamycin, hypoxia-inducible factor 1α [HIF-1α], vascular endothelial growth factor, mitogen-activated protein kinase [MAPK], phosphorylated epidermal growth factor receptor, phosphorylated ERα [pERα]). A multivariate generalized linear regression approach was applied using a penalized least-square minimization to perform variable selection and regularization. Ten-fold cross-validation and iterative leave-one-out were employed to validate and test the model, respectively. Tumor size, nodal status, age, tumor grade, histological type, and treatment were included in the analysis. Results Ninety-one patients (81%) attained a disease response, 48 achieved a complete clinical response (43%) whereas 22 did not respond (19%). Increased pERα and decreased p44/42 MAPK were significant factors for complete response to treatment in all leave-one-out iterations. Increased p44/42 MAPK and HIF-1α were significant factors for treatment resistance in all leave-one-out iterations. There was no significant interaction between these variables and treatment. Conclusion Activated ERα form was an independent factor for sensitivity to chemoendocrine treatment, whereas HIF-1α and p44/42 MAPK were independent factors for resistance. Although further confirmatory analyses are needed, these findings have clear potential implications for future strategies in the management of clinical trials with aromatase inhibitors in the breast cancer.
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Affiliation(s)
- Daniele Generali
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Francesca M. Buffa
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Alfredo Berruti
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Maria P. Brizzi
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Leticia Campo
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Simone Bonardi
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Alessandra Bersiga
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Giovanni Allevi
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Manuela Milani
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Sergio Aguggini
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Mauro Papotti
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Luigi Dogliotti
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Alberto Bottini
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Adrian L. Harris
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
| | - Stephen B. Fox
- From the Molecular Oncology Laboratories, Weatherall Institute of Molecular Medicine; Nuffield Department of Clinical Laboratory Sciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom; Unità di Patologia Mammaria –Breast Cancer Unit and Anatomia Patologica, Azienda Instituti Ospitalieri di Cremona, Cremona; Anatomia Patologica; Oncologia Medica, Dipartimento di Scienze Cliniche e Biologiche, Università di Torino Azienda Ospedaliera San Luigi di Orbassano, Orbassano, Italy; Peter
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