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Papadaki C, Stratigos M, Markakis G, Spiliotaki M, Mastrostamatis G, Nikolaou C, Mavroudis D, Agelaki S. Circulating microRNAs in the early prediction of disease recurrence in primary breast cancer. Breast Cancer Res 2018; 20:72. [PMID: 29996899 PMCID: PMC6042266 DOI: 10.1186/s13058-018-1001-3] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Accepted: 06/04/2018] [Indexed: 01/04/2023] Open
Abstract
Background In primary breast cancer metastases frequently arise from a state of dormancy that may persist for extended periods of time. We investigated the efficacy of plasma micro-RNA (miR)-21, miR-23b, miR-190, miR-200b and miR-200c, related to dormancy and metastasis, to predict the outcome of patients with early breast cancer. Methods miRNAs were evaluated by RT-qPCR in plasma obtained before adjuvant chemotherapy. miRNA expression, classified as high or low according to median values, correlated with relapse and survival. Receiver operating characteristic (ROC) curves were constructed to determine miRNA sensitivity and specificity. Results miR-21 (p < 0.001), miR-23b (p = 0.028) and miR-200c (p < 0.001) expression were higher and miR-190 was lower (p = 0.013) in relapsed (n = 49), compared to non-relapsed patients (n = 84). Interestingly, miR-190 was lower (p = 0.0032) in patients with early relapse (at < 3 years; n = 23) compared to those without early relapse (n = 110). On the other hand, miR-21 and miR-200c were higher (p = 0.015 and p < 0.001, respectively) in patients with late relapse (relapse at ≥ 5 years; n = 20) as compared to non-relapsed patients. High miR-200c was associated with shorter disease-free survival (DFS) (p = 0.005) and high miR-21 with both shorter DFS and overall survival (OS) (p < 0.001 and p = 0.033, respectively) compared to low expression. ROC curve analysis revealed that miR-21, miR-23b, miR-190 and miR-200c discriminated relapsed from non-relapsed patients. A combination of of miR-21, miR-23b and miR-190 showed higher sensitivity and specificity in ROC analyses compared to each miRNA alone; accuracy was further improved by adding lymph node infiltration and tumor grade to the panel of three miRs (AUC 0.873). Furthermore, the combination of miR-200c, lymph node infiltration, tumor grade and estrogen receptor predicted late relapse (AUC 0.890). Conclusions Circulating miRNAs are differentially expressed among relapsed and non-relapsed patients with early breast cancer and predict recurrence many years before its clinical detection. Our results suggest that miRNAs represent potential circulating biomarkers in early breast cancer. Electronic supplementary material The online version of this article (10.1186/s13058-018-1001-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Chara Papadaki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, 71003, Heraklion, Crete, Greece
| | - Michalis Stratigos
- Department of Medical Oncology, University General Hospital of Heraklion, 1352 PO BOX, 711 10, Heraklion, Crete, Greece
| | - Georgios Markakis
- Department of Agricultural, Technological Education Institute of Heraklion, 72100, Heraklion, Crete, Greece
| | - Maria Spiliotaki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, 71003, Heraklion, Crete, Greece
| | - Georgios Mastrostamatis
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, 71003, Heraklion, Crete, Greece
| | - Christoforos Nikolaou
- Computational Genomics Group, Department of Biology, University of Crete, 70013, Heraklion, Greece.,Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology, 70013, Heraklion, Crete, Greece
| | - Dimitrios Mavroudis
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, 71003, Heraklion, Crete, Greece.,Department of Medical Oncology, University General Hospital of Heraklion, 1352 PO BOX, 711 10, Heraklion, Crete, Greece
| | - Sofia Agelaki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, 71003, Heraklion, Crete, Greece. .,Department of Medical Oncology, University General Hospital of Heraklion, 1352 PO BOX, 711 10, Heraklion, Crete, Greece.
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Nelson L, McKeen HD, Marshall A, Mulrane L, Starczynski J, Storr SJ, Lanigan F, Byrne C, Arthur K, Hegarty S, Ali AA, Furlong F, McCarthy HO, Ellis IO, Green AR, Rakha E, Young L, Kunkler I, Thomas J, Jack W, Cameron D, Jirström K, Yakkundi A, McClements L, Martin SG, Gallagher WM, Dunn J, Bartlett J, O'Connor D, Robson T. FKBPL: a marker of good prognosis in breast cancer. Oncotarget 2016; 6:12209-23. [PMID: 25906750 PMCID: PMC4494933 DOI: 10.18632/oncotarget.3528] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Accepted: 03/09/2015] [Indexed: 12/30/2022] Open
Abstract
FK506-binding protein-like (FKBPL) has established roles as an anti-tumor protein, with a therapeutic peptide based on this protein, ALM201, shortly entering phase I/II clinical trials. Here, we evaluated FKBPL's prognostic ability in primary breast cancer tissue, represented on tissue microarrays (TMA) from 3277 women recruited into five independent retrospective studies, using immunohistochemistry (IHC). In a meta-analysis, FKBPL levels were a significant predictor of BCSS; low FKBPL levels indicated poorer breast cancer specific survival (BCSS) (hazard ratio (HR) = 1.30, 95% confidence interval (CI) 1.14–1.49, p < 0.001). The prognostic impact of FKBPL remained significant after adjusting for other known prognostic factors (HR = 1.25, 95% CI 1.07–1.45, p = 0.004). For the sub-groups of 2365 estrogen receptor (ER) positive patients and 1649 tamoxifen treated patients, FKBPL was significantly associated with BCSS (HR = 1.34, 95% CI 1.13–1.58, p < 0.001, and HR = 1.25, 95% CI 1.04–1.49, p = 0.02, respectively). A univariate analysis revealed that FKBPL was also a significant predictor of relapse free interval (RFI) within the ER positive patient group, but it was only borderline significant within the smaller tamoxifen treated patient group (HR = 1.32 95% CI 1.05–1.65, p = 0.02 and HR = 1.23 95% CI 0.99–1.54, p = 0.06, respectively). The data suggests a role for FKBPL as a prognostic factor for BCSS, with the potential to be routinely evaluated within the clinic.
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Affiliation(s)
- Laura Nelson
- School of Pharmacy, Queen's University Belfast, Belfast, United Kingdom
| | - Hayley D McKeen
- School of Pharmacy, Queen's University Belfast, Belfast, United Kingdom
| | - Andrea Marshall
- Warwick Clinical Trials Unit, University of Warwick, Coventry, United Kingdom
| | | | | | - Sarah J Storr
- Division of Cancer and Stem Cells, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Fiona Lanigan
- Conway Institute, University College Dublin, Dublin, Ireland
| | | | - Ken Arthur
- Northern Ireland Molecular Pathology Laboratory, CCRCB, Queens University Belfast, Belfast, United Kingdom
| | - Shauna Hegarty
- Department of Pathology, Royal Group of Hospitals, Grosvenor Road, Belfast, United Kingdom
| | | | - Fiona Furlong
- School of Pharmacy, Queen's University Belfast, Belfast, United Kingdom
| | - Helen O McCarthy
- School of Pharmacy, Queen's University Belfast, Belfast, United Kingdom
| | - Ian O Ellis
- Division of Cancer and Stem Cells, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Andrew R Green
- Division of Cancer and Stem Cells, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Emad Rakha
- Division of Cancer and Stem Cells, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Leonie Young
- Royal College of Surgeons Ireland, Dublin, Ireland
| | - Ian Kunkler
- Edinburgh Breast Unit, The University of Edinburgh, Edinburgh, United Kingdom
| | - Jeremy Thomas
- Edinburgh Breast Unit, The University of Edinburgh, Edinburgh, United Kingdom
| | - Wilma Jack
- Edinburgh Breast Unit, The University of Edinburgh, Edinburgh, United Kingdom
| | - David Cameron
- Edinburgh Breast Unit, The University of Edinburgh, Edinburgh, United Kingdom
| | - Karin Jirström
- Department of Clinical Sciences, Lund University, Sweden
| | - Anita Yakkundi
- School of Pharmacy, Queen's University Belfast, Belfast, United Kingdom
| | - Lana McClements
- School of Pharmacy, Queen's University Belfast, Belfast, United Kingdom
| | - Stewart G Martin
- Division of Cancer and Stem Cells, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | | | - Janet Dunn
- Warwick Clinical Trials Unit, University of Warwick, Coventry, United Kingdom
| | - John Bartlett
- Ontario Institute for Cancer Research, Toronto, Canada.,Edinburgh Cancer Research Centre, The University of Edinburgh, Edinburgh, United Kingdom
| | - Darran O'Connor
- Conway Institute, University College Dublin, Dublin, Ireland
| | - Tracy Robson
- School of Pharmacy, Queen's University Belfast, Belfast, United Kingdom
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