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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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Goto Y, Kurozumi A, Enokida H, Ichikawa T, Seki N. Functional significance of aberrantly expressed microRNAs in prostate cancer. Int J Urol 2015; 22:242-52. [DOI: 10.1111/iju.12700] [Citation(s) in RCA: 83] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2014] [Revised: 11/20/2014] [Accepted: 11/30/2014] [Indexed: 12/18/2022]
Affiliation(s)
- Yusuke Goto
- Departments of Functional Genomics; Chiba University Graduate School of Medicine; Chiba Japan
- Department of Urology; Chiba University Graduate School of Medicine; Chiba Japan
| | - Akira Kurozumi
- Departments of Functional Genomics; Chiba University Graduate School of Medicine; Chiba Japan
- Department of Urology; Chiba University Graduate School of Medicine; Chiba Japan
| | - Hideki Enokida
- Department of Urology, Graduate School of Medical and Dental Sciences; Kagoshima University; Kagoshima Japan
| | - Tomohiko Ichikawa
- Department of Urology; Chiba University Graduate School of Medicine; Chiba Japan
| | - Naohiko Seki
- Departments of Functional Genomics; Chiba University Graduate School of Medicine; Chiba Japan
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Ewing CM, Ray AM, Lange EM, Zuhlke KA, Robbins CM, Tembe WD, Wiley KE, Isaacs SD, Johng D, Wang Y, Bizon C, Yan G, Gielzak M, Partin AW, Shanmugam V, Izatt T, Sinari S, Craig DW, Zheng SL, Walsh PC, Montie JE, Xu J, Carpten JD, Isaacs WB, Cooney KA. Germline mutations in HOXB13 and prostate-cancer risk. N Engl J Med 2012; 366:141-9. [PMID: 22236224 PMCID: PMC3779870 DOI: 10.1056/nejmoa1110000] [Citation(s) in RCA: 492] [Impact Index Per Article: 37.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND Family history is a significant risk factor for prostate cancer, although the molecular basis for this association is poorly understood. Linkage studies have implicated chromosome 17q21-22 as a possible location of a prostate-cancer susceptibility gene. METHODS We screened more than 200 genes in the 17q21-22 region by sequencing germline DNA from 94 unrelated patients with prostate cancer from families selected for linkage to the candidate region. We tested family members, additional case subjects, and control subjects to characterize the frequency of the identified mutations. RESULTS Probands from four families were discovered to have a rare but recurrent mutation (G84E) in HOXB13 (rs138213197), a homeobox transcription factor gene that is important in prostate development. All 18 men with prostate cancer and available DNA in these four families carried the mutation. The carrier rate of the G84E mutation was increased by a factor of approximately 20 in 5083 unrelated subjects of European descent who had prostate cancer, with the mutation found in 72 subjects (1.4%), as compared with 1 in 1401 control subjects (0.1%) (P=8.5x10(-7)). The mutation was significantly more common in men with early-onset, familial prostate cancer (3.1%) than in those with late-onset, nonfamilial prostate cancer (0.6%) (P=2.0x10(-6)). CONCLUSIONS The novel HOXB13 G84E variant is associated with a significantly increased risk of hereditary prostate cancer. Although the variant accounts for a small fraction of all prostate cancers, this finding has implications for prostate-cancer risk assessment and may provide new mechanistic insights into this common cancer. (Funded by the National Institutes of Health and others.).
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Affiliation(s)
- Charles M Ewing
- Johns Hopkins University and the James Buchanan Brady Urological Institute, Baltimore, USA
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Watson SK, Woolcock BW, Fee JN, Bainbridge TC, Webber D, Kinahan TJ, Lam WL, Vielkind JR. Minimum altered regions in early prostate cancer progression identified by high resolution whole genome tiling path BAC array comparative hybridization. Prostate 2009; 69:961-75. [PMID: 19267368 DOI: 10.1002/pros.20949] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND Carcinoma of the prostate (CaP) is a serious health problem. The altered molecular mechanisms that lead to this disease are poorly understood. METHODS Specimens from radical prostatectomies and blood were collected from 18 CaP surgery patients. For CGH studies, 20 CaP-related samples (16 Gleason grade 3, 3 higher grades, 1 BPH sample) and 18 samples of patient-matched normal epithelial cells were obtained by laser-assisted microdissection from frozen sections of the 18 prostatectomy specimens. High resolution SMRT aCGH was used to compare genomic profiles of prostatic samples to patient-matched blood and pooled female DNA. TMPRSS2-ERG fusion transcript analysis was performed by RT-PCR in relation to alterations detected at the TMPRSS2 locus. RESULTS Our comprehensive aCGH approach allowed us to define 35 regions of recurrent alterations while excluding germline copy number polymorphisms. Novel regions identified include 2q14.2, containing INHBB, and 17q21.31. The TMPRSS2 locus at 21q22.3 may be a hotspot for rearrangements with 75% of the alterations resulting in the expression of a TMPRSS2-ERG fusion transcript. Differences in fusion expression in different areas in an individual tumor focus and expression in adjacent normal epithelium supported intrafocal heterogeneity and field cancerization, respectively. Both features challenge our efforts to develop more objective markers for diagnosis and prediction of the severity of CaP. CONCLUSION The high-density array enabled precise mapping of genomic alterations and consequently definition of minimum altered regions smaller than previously reported thus facilitating identification of those genes that contribute to the cancer transformation process.
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Affiliation(s)
- Spencer K Watson
- Department of Cancer Genetics and Developmental Biology, Vancouver, British Columbia, Canada
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