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Ebrahimizadeh W, Guérard KP, Rouzbeh S, Scarlata E, Brimo F, Patel PG, Jamaspishvili T, Hamel L, Aprikian AG, Lee AY, Berman DM, Bartlett JMS, Chevalier S, Lapointe J. A DNA copy number alteration classifier as a prognostic tool for prostate cancer patients. Br J Cancer 2023; 128:2165-2174. [PMID: 37037938 PMCID: PMC10241891 DOI: 10.1038/s41416-023-02236-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 03/09/2023] [Accepted: 03/14/2023] [Indexed: 04/12/2023] Open
Abstract
BACKGROUND Distinguishing between true indolent and potentially life-threatening prostate cancer is challenging in tumours displaying clinicopathologic features associated with low or intermediate risk of relapse. Several somatic DNA copy number alterations (CNAs) have been identified as potential prognostic biomarkers, but the standard cytogenetic method to assess them has a limited multiplexing capability. METHODS Multiplex ligation-dependent probe amplification (MLPA) targeting 14 genes was optimised to survey 448 tumours of patients with low or intermediate risk (Grade Group 1-3, Gleason score ≤7) who underwent radical prostatectomy. A 6-gene CNA classifier was developed using random survival forest and Cox proportional hazard modelling to predict biochemical recurrence. RESULTS The classifier score was significantly associated with biochemical recurrence after adjusting for standard clinicopathologic variables and the known prognostic index CAPRA-S score with a hazard ratio of 2.17 and 1.80, respectively (n = 406, P < 0.01). The prognostic value of this classifier was externally validated in published CNA data from three radical prostatectomy cohorts and one radiation therapy pre-treatment biopsy cohort. CONCLUSION The 6-gene CNA classifier generated by a single MLPA assay compatible with the small quantities of DNA extracted from formalin-fixed paraffin-embedded (FFPE) tissue specimens has the potential to improve the clinical management of patients with low or intermediate risk disease.
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Affiliation(s)
- Walead Ebrahimizadeh
- Department of Surgery, Division of Urology, McGill University and the Research Institute of the McGill University Health Centre (RI MUHC), Montreal, QC, Canada
- Current affiliation: IMV Inc., Dartmouth, Canada
| | - Karl-Philippe Guérard
- Department of Surgery, Division of Urology, McGill University and the Research Institute of the McGill University Health Centre (RI MUHC), Montreal, QC, Canada
| | - Shaghayegh Rouzbeh
- Department of Surgery, Division of Urology, McGill University and the Research Institute of the McGill University Health Centre (RI MUHC), Montreal, QC, Canada
| | - Eleonora Scarlata
- Department of Surgery, Division of Urology, McGill University and the Research Institute of the McGill University Health Centre (RI MUHC), Montreal, QC, Canada
| | - Fadi Brimo
- Department of Pathology, McGill University and the Research Institute of the McGill University Health Centre (RI MUHC), Montreal, QC, Canada
| | - Palak G Patel
- Department of Pathology & Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - Tamara Jamaspishvili
- Department of Pathology & Molecular Medicine, Queen's University, Kingston, ON, Canada
- Department of Pathology & Laboratory Medicine, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Lucie Hamel
- Department of Surgery, Division of Urology, McGill University and the Research Institute of the McGill University Health Centre (RI MUHC), Montreal, QC, Canada
| | - Armen G Aprikian
- Department of Surgery, Division of Urology, McGill University and the Research Institute of the McGill University Health Centre (RI MUHC), Montreal, QC, Canada
| | - Anna Y Lee
- Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - David M Berman
- Department of Pathology & Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - John M S Bartlett
- Ontario Institute for Cancer Research, Toronto, ON, Canada
- Laboratory Medicine & Pathobiology, University of Toronto, Toronto, ON, Canada
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Simone Chevalier
- Department of Surgery, Division of Urology, McGill University and the Research Institute of the McGill University Health Centre (RI MUHC), Montreal, QC, Canada
| | - Jacques Lapointe
- Department of Surgery, Division of Urology, McGill University and the Research Institute of the McGill University Health Centre (RI MUHC), Montreal, QC, Canada.
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Fatty acid oxidation enzyme Δ3, Δ2-enoyl-CoA isomerase 1 (ECI1) drives aggressive tumor phenotype and predicts poor clinical outcome in prostate cancer patients. Oncogene 2022; 41:2798-2810. [DOI: 10.1038/s41388-022-02276-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 02/14/2022] [Accepted: 03/11/2022] [Indexed: 11/08/2022]
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Beyer K, Moris L, Lardas M, Haire A, Barletta F, Scuderi S, Molnar M, Herrera R, Rauf A, Campi R, Greco I, Shiranov K, Dabestani S, van den Broeck T, Arun S, Gacci M, Gandaglia G, Omar MI, MacLennan S, Roobol MJ, Farahmand B, Vradi E, Devecseri Z, Asiimwe A, Zong J, Maclennan SJ, Collette L, NDow J, Briganti A, Bjartell A, Van Hemelrijck M. Diagnostic and prognostic factors in patients with prostate cancer: a systematic review. BMJ Open 2022; 12:e058267. [PMID: 35379637 PMCID: PMC8981333 DOI: 10.1136/bmjopen-2021-058267] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVES As part of the PIONEER Consortium objectives, we have explored which diagnostic and prognostic factors (DPFs) are available in relation to our previously defined clinician and patient-reported outcomes for prostate cancer (PCa). DESIGN We performed a systematic review to identify validated and non-validated studies. DATA SOURCES MEDLINE, Embase and the Cochrane Library were searched on 21 January 2020. ELIGIBILITY CRITERIA Only quantitative studies were included. Single studies with fewer than 50 participants, published before 2014 and looking at outcomes which are not prioritised in the PIONEER core outcome set were excluded. DATA EXTRACTION AND SYNTHESIS After initial screening, we extracted data following the Checklist for Critical Appraisal and Data Extraction for Systematic Reviews of prognostic factor studies (CHARMS-PF) criteria and discussed the identified factors with a multidisciplinary expert group. The quality of the included papers was scored for applicability and risk of bias using validated tools such as PROBAST, Quality in Prognostic Studies and Quality Assessment of Diagnostic Accuracy Studies 2. RESULTS The search identified 6604 studies, from which 489 DPFs were included. Sixty-four of those were internally or externally validated. However, only three studies on diagnostic and seven studies on prognostic factors had a low risk of bias and a low risk concerning applicability. CONCLUSION Most of the DPFs identified require additional evaluation and validation in properly designed studies before they can be recommended for use in clinical practice. The PIONEER online search tool for DPFs for PCa will enable researchers to understand the quality of the current research and help them design future studies. ETHICS AND DISSEMINATION There are no ethical implications.
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Affiliation(s)
- Katharina Beyer
- Translational and Oncology Research (TOUR), King's College London, Faculty of Life Sciences and Medicine, London, UK
| | - Lisa Moris
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | - Michael Lardas
- Department of Urology, Metropolitan Hospital, Athens, Greece
| | - Anna Haire
- Translational and Oncology Research (TOUR), King's College London, Faculty of Life Sciences and Medicine, London, UK
| | - Francesco Barletta
- Unit of Urology/Division of Oncology, URI, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Simone Scuderi
- Unit of Urology/Division of Oncology, URI, IRCCS Ospedale San Raffaele, Milan, Italy
| | | | | | - Abdul Rauf
- Department of Urology, Mid Cheshire Hospitals, NHS Foundation Trust, Crewe, UK
| | - Riccardo Campi
- Department of Minimally Invasive and Robotic Urologic Surgery and Kidney Transplantation, University of Florence, Florence, Italy
| | - Isabella Greco
- Department of Minimally Invasive and Robotic Urologic Surgery and Kidney Transplantation, University of Florence, Florence, Italy
| | | | - Saeed Dabestani
- Dept. of Translational Medicine, Division of Urological Cancers, Lund University, Kristianstad Central Hospital, Malmo, Sweden
| | | | | | - Mauro Gacci
- Department of Minimally Invasive and Robotic Urologic Surgery and Kidney Transplantation, University of Florence, Florence, Italy
| | - Giorgio Gandaglia
- Unit of Urology/Division of Oncology, URI, IRCCS Ospedale San Raffaele, Milan, Italy
| | | | | | - Monique J Roobol
- Department of Urology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | | | | | | | | | - Jihong Zong
- Global Medical Affairs Oncology, Real World Evidence, Bayer HealthCare Pharmaceuticals Inc, Whippany, New Jersey, USA
| | | | | | - James NDow
- Department of Urology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Alberto Briganti
- Unit of Urology/Division of Oncology, URI, IRCCS Ospedale San Raffaele, Milan, Italy
- Department of Urology, University Vita e Salute-San Raffaele, Milan, Italy
| | - Anders Bjartell
- Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Mieke Van Hemelrijck
- Translational and Oncology Research (TOUR), King's College London, Faculty of Life Sciences and Medicine, London, UK
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Ebrahimizadeh W, Guérard KP, Rouzbeh S, Bramhecha YM, Scarlata E, Brimo F, Patel PG, Jamaspishvili T, Aprikian AG, Berman D, Bartlett JMS, Chevalier S, Lapointe J. Design and Development of a Fully Synthetic Multiplex Ligation-Dependent Probe Amplification-Based Probe Mix for Detection of Copy Number Alterations in Prostate Cancer Formalin-Fixed, Paraffin-Embedded Tissue Samples. J Mol Diagn 2020; 22:1246-1263. [PMID: 32763409 DOI: 10.1016/j.jmoldx.2020.07.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 06/24/2020] [Accepted: 07/15/2020] [Indexed: 12/12/2022] Open
Abstract
DNA copy number alterations (CNAs) are promising biomarkers to predict prostate cancer (PCa) outcome. However, fluorescence in situ hybridization (FISH) cannot assess complex CNA signatures because of low multiplexing capabilities. Multiplex ligation-dependent probe amplification (MLPA) can detect multiple CNAs in a single PCR assay, but PCa-specific probe mixes available commercially are lacking. Synthetic MLPA probes were designed to target 10 CNAs relevant to PCa: 5q15-21.1 (CHD1), 6q15 (MAP3K7), 8p21.2 (NKX3-1), 8q24.21 (MYC), 10q23.31 (PTEN), 12p13.1 (CDKN1B), 13q14.2 (RB1), 16p13.3 (PDPK1), 16q23.1 (GABARAPL2), and 17p13.1 (TP53), with 9 control probes. In cell lines, CNAs were detected when the cancer genome was as low as 30%. Compared with FISH in radical prostatectomy formalin-fixed, paraffin-embedded samples (n = 18: 15 cancers and 3 matched benign), the MLPA assay showed median sensitivity and specificity of 80% and 93%, respectively, across all CNAs assessed. In the validation set (n = 40: 20 tumors sampled in two areas), the respective sensitivity and specificity of MLPA compared advantageously with FISH and TaqMan droplet digital PCR (ddPCR) when assessing PTEN deletion (FISH: 85% and 100%; ddPCR: 100% and 83%) and PDPK1 gain (FISH: 100% and 92%; ddPCR: 93% and 100%). This new PCa probe mix accurately identifies CNAs by MLPA across multiple genes using low quality and quantities (50 ng) of DNA extracted from clinical formalin-fixed, paraffin-embedded samples.
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Affiliation(s)
- Walead Ebrahimizadeh
- Division of Urology, Department of Surgery, McGill University and the Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Karl-Philippe Guérard
- Division of Urology, Department of Surgery, McGill University and the Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Shaghayegh Rouzbeh
- Division of Urology, Department of Surgery, McGill University and the Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Yogesh M Bramhecha
- Division of Urology, Department of Surgery, McGill University and the Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Eleonora Scarlata
- Division of Urology, Department of Surgery, McGill University and the Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Fadi Brimo
- Department of Pathology, McGill University and the Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Palak G Patel
- Department of Pathology, Queen's University, Kingston, Ontario, Canada
| | | | - Armen G Aprikian
- Division of Urology, Department of Surgery, McGill University and the Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - David Berman
- Department of Pathology, Queen's University, Kingston, Ontario, Canada
| | - John M S Bartlett
- Diagnostic Development, Ontario Institute for Cancer Research, Toronto, Ontario, Canada; Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada; Edinburgh Cancer Research Centre, University of Edinburgh, Edinburgh, United Kingdom
| | - Simone Chevalier
- Division of Urology, Department of Surgery, McGill University and the Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Jacques Lapointe
- Division of Urology, Department of Surgery, McGill University and the Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada.
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Liu R, Zhou J, Xia S, Li T. The impact of PTEN deletion and ERG rearrangement on recurrence after treatment for prostate cancer: a systematic review and meta-analysis. Clin Transl Oncol 2019; 22:694-702. [DOI: 10.1007/s12094-019-02170-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 06/28/2019] [Indexed: 11/28/2022]
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