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Shi Y, Wang H, Golijanin B, Amin A, Lee J, Sikov M, Hyams E, Pareek G, Carneiro BA, Mega AE, Lagos GG, Wang L, Wang Z, Cheng L. Ductal, intraductal, and cribriform carcinoma of the prostate: Molecular characteristics and clinical management. Urol Oncol 2024; 42:144-154. [PMID: 38485644 DOI: 10.1016/j.urolonc.2024.01.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 01/12/2024] [Accepted: 01/29/2024] [Indexed: 04/15/2024]
Abstract
Prostatic acinar adenocarcinoma accounts for approximately 95% of prostate cancer (CaP) cases. The remaining 5% of histologic subtypes of CaP are known to be more aggressive and have recently garnered substantial attention. These histologic subtypes - namely, prostatic ductal adenocarcinoma (PDA), intraductal carcinoma of the prostate (IDC-P), and cribriform carcinoma of the prostate (CC-P) - typically exhibit distinct growth characteristics, genomic features, and unique oncologic outcomes. For example, PTEN mutations, which cause uncontrolled cell growth, are frequently present in IDC-P and CC-P. Germline mutations in homologous DNA recombination repair (HRR) genes (e.g., BRCA1, BRCA2, ATM, PALB2, and CHEK2) are discovered in 40% of patients with IDC-P, while only 9% of patients without ductal involvement had a germline mutation. CC-P is associated with deletions in common tumor suppressor genes, including PTEN, TP53, NKX3-1, MAP3K7, RB1, and CHD1. Evidence suggests abiraterone may be superior to docetaxel as a first-line treatment for patients with IDC-P. To address these and other critical pathological attributes, this review examines the molecular pathology, genetics, treatments, and oncologic outcomes associated with CC-P, PDA, and IDC-P with the objective of creating a comprehensive resource with a centralized repository of information on PDA, IDC-P, and CC-P.
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Affiliation(s)
- Yibo Shi
- Department of Urology, The Second Hospital of Lanzhou University, Lanzhou, China
| | - Hanzhang Wang
- Department of Pathology and Laboratory Medicine, UConn Health, Farmington, CT
| | - Borivoj Golijanin
- Department of Surgery (Urology), Warren Alpert Medical School of Brown University, Minimally Invasive Urology Institute, Providence, RI, USA
| | - Ali Amin
- Department of Pathology and Laboratory Medicine, Department of Surgery (Urology), Brown University Warren Alpert Medical School, Lifespan Health, and the Legorreta Cancer Center at Brown University, Providence, RI, USA
| | - Joanne Lee
- Department of Pathology and Laboratory Medicine, Department of Surgery (Urology), Brown University Warren Alpert Medical School, Lifespan Health, and the Legorreta Cancer Center at Brown University, Providence, RI, USA
| | - Mark Sikov
- Department of Internal Medicine, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence RI
| | - Elias Hyams
- Department of Surgery (Urology), Warren Alpert Medical School of Brown University, Minimally Invasive Urology Institute, Providence, RI, USA
| | - Gyan Pareek
- Department of Surgery (Urology), Warren Alpert Medical School of Brown University, Minimally Invasive Urology Institute, Providence, RI, USA
| | - Benedito A Carneiro
- Division of Hematology and Oncology, The Legorreta Cancer Center at Brown University, Lifespan Cancer Institute, Providence, RI
| | - Anthony E Mega
- Division of Hematology and Oncology, The Legorreta Cancer Center at Brown University, Lifespan Cancer Institute, Providence, RI
| | - Galina G Lagos
- Division of Hematology and Oncology, The Legorreta Cancer Center at Brown University, Lifespan Cancer Institute, Providence, RI
| | - Lisha Wang
- Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Zhiping Wang
- Department of Urology, The Second Hospital of Lanzhou University, Lanzhou, China
| | - Liang Cheng
- Department of Pathology and Laboratory Medicine, Department of Surgery (Urology), Brown University Warren Alpert Medical School, Lifespan Health, and the Legorreta Cancer Center at Brown University, Providence, RI, USA.
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2
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Zhu L, Pan J, Mou W, Deng L, Zhu Y, Wang Y, Pareek G, Hyams E, Carneiro BA, Hadfield MJ, El-Deiry WS, Yang T, Tan T, Tong T, Ta N, Zhu Y, Gao Y, Lai Y, Cheng L, Chen R, Xue W. Harnessing artificial intelligence for prostate cancer management. Cell Rep Med 2024; 5:101506. [PMID: 38593808 PMCID: PMC11031422 DOI: 10.1016/j.xcrm.2024.101506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 01/05/2024] [Accepted: 03/19/2024] [Indexed: 04/11/2024]
Abstract
Prostate cancer (PCa) is a common malignancy in males. The pathology review of PCa is crucial for clinical decision-making, but traditional pathology review is labor intensive and subjective to some extent. Digital pathology and whole-slide imaging enable the application of artificial intelligence (AI) in pathology. This review highlights the success of AI in detecting and grading PCa, predicting patient outcomes, and identifying molecular subtypes. We propose that AI-based methods could collaborate with pathologists to reduce workload and assist clinicians in formulating treatment recommendations. We also introduce the general process and challenges in developing AI pathology models for PCa. Importantly, we summarize publicly available datasets and open-source codes to facilitate the utilization of existing data and the comparison of the performance of different models to improve future studies.
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Affiliation(s)
- Lingxuan Zhu
- Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China; Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China; Changping Laboratory, Beijing, China
| | - Jiahua Pan
- Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China
| | - Weiming Mou
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Longxin Deng
- Department of Urology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai 200433, China
| | - Yinjie Zhu
- Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China
| | - Yanqing Wang
- Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China
| | - Gyan Pareek
- Department of Surgery (Urology), Brown University Warren Alpert Medical School, Providence, RI, USA; Minimally Invasive Urology Institute, Providence, RI, USA
| | - Elias Hyams
- Department of Surgery (Urology), Brown University Warren Alpert Medical School, Providence, RI, USA; Minimally Invasive Urology Institute, Providence, RI, USA
| | - Benedito A Carneiro
- The Legorreta Cancer Center at Brown University, Lifespan Cancer Institute, Providence, RI, USA
| | - Matthew J Hadfield
- The Legorreta Cancer Center at Brown University, Lifespan Cancer Institute, Providence, RI, USA
| | - Wafik S El-Deiry
- The Legorreta Cancer Center at Brown University, Laboratory of Translational Oncology and Experimental Cancer Therapeutics, Department of Pathology & Laboratory Medicine, The Warren Alpert Medical School of Brown University, The Joint Program in Cancer Biology, Brown University and Lifespan Health System, Division of Hematology/Oncology, The Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Tao Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Tao Tan
- Faculty of Applied Sciences, Macao Polytechnic University, Address: R. de Luís Gonzaga Gomes, Macao, China
| | - Tong Tong
- College of Physics and Information Engineering, Fuzhou University, Fujian 350108, China
| | - Na Ta
- Department of Pathology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai 200433, China
| | - Yan Zhu
- Department of Pathology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai 200433, China
| | - Yisha Gao
- Department of Pathology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai 200433, China
| | - Yancheng Lai
- Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China; The First School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Liang Cheng
- Department of Surgery (Urology), Brown University Warren Alpert Medical School, Providence, RI, USA; Department of Pathology and Laboratory Medicine, Department of Surgery (Urology), Brown University Warren Alpert Medical School, Lifespan Health, and the Legorreta Cancer Center at Brown University, Providence, RI, USA.
| | - Rui Chen
- Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China.
| | - Wei Xue
- Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China.
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3
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Erak E, Oliveira LD, Mendes AA, Dairo O, Ertunc O, Kulac I, Baena-Del Valle JA, Jones T, Hicks JL, Glavaris S, Guner G, Vidal ID, Markowski M, de la Calle C, Trock BJ, Meena A, Joshi U, Kondragunta C, Bonthu S, Singhal N, De Marzo AM, Lotan TL. Predicting Prostate Cancer Molecular Subtype With Deep Learning on Histopathologic Images. Mod Pathol 2023; 36:100247. [PMID: 37307876 PMCID: PMC11225718 DOI: 10.1016/j.modpat.2023.100247] [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: 05/05/2023] [Accepted: 06/06/2023] [Indexed: 06/14/2023]
Abstract
Microscopic examination of prostate cancer has failed to reveal a reproducible association between molecular and morphologic features. However, deep-learning algorithms trained on hematoxylin and eosin (H&E)-stained whole slide images (WSI) may outperform the human eye and help to screen for clinically-relevant genomic alterations. We created deep-learning algorithms to identify prostate tumors with underlying ETS-related gene (ERG) fusions or PTEN deletions using the following 4 stages: (1) automated tumor identification, (2) feature representation learning, (3) classification, and (4) explainability map generation. A novel transformer-based hierarchical architecture was trained on a single representative WSI of the dominant tumor nodule from a radical prostatectomy (RP) cohort with known ERG/PTEN status (n = 224 and n = 205, respectively). Two distinct vision transformer-based networks were used for feature extraction, and a distinct transformer-based model was used for classification. The ERG algorithm performance was validated across 3 RP cohorts, including 64 WSI from the pretraining cohort (AUC, 0.91) and 248 and 375 WSI from 2 independent RP cohorts (AUC, 0.86 and 0.89, respectively). In addition, we tested the ERG algorithm performance in 2 needle biopsy cohorts comprised of 179 and 148 WSI (AUC, 0.78 and 0.80, respectively). Focusing on cases with homogeneous (clonal) PTEN status, PTEN algorithm performance was assessed using 50 WSI reserved from the pretraining cohort (AUC, 0.81), 201 and 337 WSI from 2 independent RP cohorts (AUC, 0.72 and 0.80, respectively), and 151 WSI from a needle biopsy cohort (AUC, 0.75). For explainability, the PTEN algorithm was also applied to 19 WSI with heterogeneous (subclonal) PTEN loss, where the percentage tumor area with predicted PTEN loss correlated with that based on immunohistochemistry (r = 0.58, P = .0097). These deep-learning algorithms to predict ERG/PTEN status prove that H&E images can be used to screen for underlying genomic alterations in prostate cancer.
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Affiliation(s)
- Eric Erak
- Department of Pathology, Johns Hopkins University School of Medicine
| | | | - Adrianna A Mendes
- Department of Pathology, Johns Hopkins University School of Medicine
| | | | - Onur Ertunc
- Department of Pathology, Suleyman Demirel University, Turkey
| | | | | | - Tracy Jones
- Department of Pathology, Johns Hopkins University School of Medicine
| | - Jessica L Hicks
- Department of Pathology, Johns Hopkins University School of Medicine
| | | | | | | | - Mark Markowski
- Department of Oncology, Johns Hopkins University School of Medicine
| | | | - Bruce J Trock
- Department of Urology, Johns Hopkins University School of Medicine
| | | | | | | | | | | | - Angelo M De Marzo
- Department of Pathology, Johns Hopkins University School of Medicine; Department of Oncology, Johns Hopkins University School of Medicine; Department of Urology, Johns Hopkins University School of Medicine
| | - Tamara L Lotan
- Department of Pathology, Johns Hopkins University School of Medicine; Department of Oncology, Johns Hopkins University School of Medicine; Department of Urology, Johns Hopkins University School of Medicine.
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4
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Feitosa PMFA, Hirth CG, Silva-Fernandes IJDL, Dornelas CA. The relevance of ERG immunoexpression intensity for prostatic adenocarcinoma in radical prostatectomy of 635 samples. APMIS 2023; 131:465-471. [PMID: 37439391 DOI: 10.1111/apm.13330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Accepted: 04/27/2023] [Indexed: 07/14/2023]
Abstract
Prostate cancer is the world's most frequently diagnosed malignancy in men. Recent work suggests that patients with high ERG expression intensity are significantly more likely to develop biochemical relapse and metastasis, and die of prostate cancer. The objective of this study was to determine the relationship between the intensity of ERG protein expression and the staging of prostate cancer and the formation of metastases in 635 samples. A retrospective cohort analysis was performed using immunohistochemistry reactions in tissue microarray samples taken from non-neoplastic and neoplastic prostate tissue from patients who underwent radical prostatectomies at a reference hospital from 2009 to 2016. For the ERG marker analysis, the samples were scored for the presence or absence of nuclear signals. Weak, moderate, or strong intensity of the nuclei of the observable tumor cells was considered to be positive markers. All told, 635 samples were evaluated, and the ERG expression was inconclusive in 9% of cases, while 30% were positive and 61% were negative. Of the samples with positive result: 25.8% were weak and focal, 53.2% were moderate, and 21% were strong. Finally, 21% of the cases with a positive ERG had a high Gleason score. Metastasis was detected in 41% of the patients who were ERG positive, and of these, the majority had moderate marking and were aged older than 60 years, although there was no statistically significant difference between the older and younger age groups. Patients with moderate to strong ERG staining had higher staging compared to the others, and no increase in metastasis was detected in patients with more intense ERG expression. More studies should be carried out to corroborate these results and to reach a consensus on the intensity and scoring of the expression levels of ERG markers.
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Affiliation(s)
- Priscilla Mariana Freitas Aguiar Feitosa
- Department of Pathology and Forensic Medicine, Federal University of Ceará, Fortaleza, Brazil
- Argos Laboratory in Fortaleza, Ceará, Brazil
- Federal University of Ceará, Fortaleza, Brazil
| | - Carlos Gustavo Hirth
- Department of Pathology and Forensic Medicine, Federal University of Ceará, Fortaleza, Brazil
- Federal University of Ceará, Fortaleza, Brazil
| | | | - Conceição Aparecida Dornelas
- Department of Pathology and Forensic Medicine, Federal University of Ceará, Fortaleza, Brazil
- Federal University of Ceará, Fortaleza, Brazil
- Faculty of Medicine, Medical-Surgical Medical Sciences, Federal University of Ceará, Fortaleza, Brazil
- State University of Rio de Janeiro, Rio de janeiro, Brazil
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5
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Nero C, Boldrini L, Lenkowicz J, Giudice MT, Piermattei A, Inzani F, Pasciuto T, Minucci A, Fagotti A, Zannoni G, Valentini V, Scambia G. Deep-Learning to Predict BRCA Mutation and Survival from Digital H&E Slides of Epithelial Ovarian Cancer. Int J Mol Sci 2022; 23:ijms231911326. [PMID: 36232628 PMCID: PMC9570450 DOI: 10.3390/ijms231911326] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 09/18/2022] [Accepted: 09/22/2022] [Indexed: 11/24/2022] Open
Abstract
BRCA 1/2 genes mutation status can already determine the therapeutic algorithm of high grade serous ovarian cancer patients. Nevertheless, its assessment is not sufficient to identify all patients with genomic instability, since BRCA 1/2 mutations are only the most well-known mechanisms of homologous recombination deficiency (HR-d) pathway, and patients displaying HR-d behave similarly to BRCA mutated patients. HRd assessment can be challenging and is progressively overcoming BRCA testing not only for prognostic information but more importantly for drugs prescriptions. However, HR testing is not already integrated in clinical practice, it is quite expensive and it is not refundable in many countries. Selecting patients who are more likely to benefit from this assessment (BRCA 1/2 WT patients) at an early stage of the diagnostic process, would allow an optimization of genomic profiling resources. In this study, we sought to explore whether somatic BRCA1/2 genes status can be predicted using computational pathology from standard hematoxylin and eosin histology. In detail, we adopted a publicly available, deep-learning-based weakly supervised method that uses attention-based learning to automatically identify sub regions of high diagnostic value to accurately classify the whole slide (CLAM). The same model was also tested for progression free survival (PFS) prediction. The model was tested on a cohort of 664 (training set: n = 464, testing set: n = 132) ovarian cancer patients, of whom 233 (35.1%) had a somatic BRCA 1/2 mutation. An area under the curve of 0.7 and 0.55 was achieved in the training and testing set respectively. The model was then further refined by manually identifying areas of interest in half of the cases. 198 images were used for training (126/72) and 87 images for validation (55/32). The model reached a zero classification error on the training set, but the performance was 0.59 in terms of validation ROC AUC, with a 0.57 validation accuracy. Finally, when applied to predict PFS, the model achieved an AUC of 0.71, with a negative predictive value of 0.69, and a positive predictive value of 0.75. Based on these analyses, we have planned further steps of development such as proving a reference classification performance, exploring the hyperparameters space for training optimization, eventually tweaking the learning algorithms and the neural networks architecture for better suiting this specific task. These actions may allow the model to improve performances for all the considered outcomes.
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Affiliation(s)
- Camilla Nero
- Fondazione Policlinico Agostino Gemelli, IRCCS, Gynecology and Obstetrics, 00168 Rome, Italy
- Correspondence: ; Tel.: +39-06-30154979
| | - Luca Boldrini
- Fondazione Policlinico Agostino Gemelli, IRCCS, Radiomics Core Facility, 00168 Rome, Italy
| | - Jacopo Lenkowicz
- Fondazione Policlinico Agostino Gemelli, IRCCS, Radiomics Core Facility, 00168 Rome, Italy
| | - Maria Teresa Giudice
- Fondazione Policlinico Agostino Gemelli, IRCCS, Gynecology and Obstetrics, 00168 Rome, Italy
| | - Alessia Piermattei
- Fondazione Policlinico Agostino Gemelli, IRCCS, Pathology, 00168 Rome, Italy
| | - Frediano Inzani
- Fondazione Policlinico Agostino Gemelli, IRCCS, Pathology, 00168 Rome, Italy
| | - Tina Pasciuto
- Fondazione Policlinico Agostino Gemelli, IRCCS, Data Collection Core Facility, 00168 Rome, Italy
| | - Angelo Minucci
- Fondazione Policlinico Agostino Gemelli, IRCCS, Genomics Core Facility, 00168 Rome, Italy
| | - Anna Fagotti
- Fondazione Policlinico Agostino Gemelli, IRCCS, Gynecology and Obstetrics, 00168 Rome, Italy
| | - Gianfranco Zannoni
- Fondazione Policlinico Agostino Gemelli, IRCCS, Pathology, 00168 Rome, Italy
| | - Vincenzo Valentini
- Fondazione Policlinico Agostino Gemelli, IRCCS, Radiation Oncology, 00168 Rome, Italy
| | - Giovanni Scambia
- Fondazione Policlinico Agostino Gemelli, IRCCS, Gynecology and Obstetrics, 00168 Rome, Italy
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6
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Kidd SG, Bogaard M, Carm KT, Bakken AC, Maltau AMV, Løvf M, Lothe RA, Axcrona K, Axcrona U, Skotheim RI. In situ
expression of
ERG
protein in the context of tumor heterogeneity identifies prostate cancer patients with inferior prognosis. Mol Oncol 2022; 16:2810-2822. [PMID: 35574900 PMCID: PMC9348599 DOI: 10.1002/1878-0261.13225] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 04/29/2022] [Accepted: 05/13/2022] [Indexed: 11/12/2022] Open
Abstract
Prognostic biomarkers for prostate cancer are needed to improve prediction of disease course and guide treatment decisions. However, biomarker development is complicated by the common multifocality and heterogeneity of the disease. We aimed to determine the prognostic value of candidate biomarkers transcriptional regulator ERG and related ETS family genes, while considering tumor heterogeneity. In a multisampled, prospective, and treatment‐naïve radical prostatectomy cohort from one tertiary center (2010–2012, median follow‐up 8.1 years), we analyzed ERG protein (480 patients; 2047 tissue cores), and RNA of several ETS genes in a subcohort (165 patients; 778 fresh‐frozen tissue samples). Intra‐ and interfocal heterogeneity was identified in 29% and 33% (ERG protein) and 39% and 27% (ETS RNA) of patients, respectively. ERG protein and ETS RNA was identified exclusively in a nonindex tumor in 31% and 32% of patients, respectively. ERG protein demonstrated independent prognostic value in predicting biochemical (P = 0.04) and clinical recurrence (P = 0.004) and appeared to have greatest prognostic value for patients with Grade Groups 4–5. In conclusion, when heterogeneity is considered, ERG protein is a robust prognostic biomarker for prostate cancer.
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Affiliation(s)
- Susanne G. Kidd
- Department of Molecular Oncology, Institute for Cancer Research Oslo University Hospital–Radiumhospitalet Oslo Norway
- Institute for Clinical Medicine, Faculty of Medicine University of Oslo Oslo Norway
| | - Mari Bogaard
- Department of Molecular Oncology, Institute for Cancer Research Oslo University Hospital–Radiumhospitalet Oslo Norway
- Institute for Clinical Medicine, Faculty of Medicine University of Oslo Oslo Norway
- Department of Pathology Oslo University Hospital–Radiumhospitalet Oslo Norway
| | - Kristina T. Carm
- Department of Molecular Oncology, Institute for Cancer Research Oslo University Hospital–Radiumhospitalet Oslo Norway
| | - Anne Cathrine Bakken
- Department of Molecular Oncology, Institute for Cancer Research Oslo University Hospital–Radiumhospitalet Oslo Norway
| | - Aase M. V. Maltau
- Department of Molecular Oncology, Institute for Cancer Research Oslo University Hospital–Radiumhospitalet Oslo Norway
| | - Marthe Løvf
- Department of Molecular Oncology, Institute for Cancer Research Oslo University Hospital–Radiumhospitalet Oslo Norway
| | - Ragnhild A. Lothe
- Department of Molecular Oncology, Institute for Cancer Research Oslo University Hospital–Radiumhospitalet Oslo Norway
- Institute for Clinical Medicine, Faculty of Medicine University of Oslo Oslo Norway
| | - Karol Axcrona
- Department of Molecular Oncology, Institute for Cancer Research Oslo University Hospital–Radiumhospitalet Oslo Norway
- Department of Urology Akershus University Hospital Lørenskog Norway
| | - Ulrika Axcrona
- Department of Molecular Oncology, Institute for Cancer Research Oslo University Hospital–Radiumhospitalet Oslo Norway
- Department of Pathology Oslo University Hospital–Radiumhospitalet Oslo Norway
| | - Rolf I. Skotheim
- Department of Molecular Oncology, Institute for Cancer Research Oslo University Hospital–Radiumhospitalet Oslo Norway
- Department of Informatics, Faculty of Mathematics and Natural Sciences University of Oslo Oslo Norway
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7
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Dadhania V, Gonzalez D, Yousif M, Cheng J, Morgan TM, Spratt DE, Reichert ZR, Mannan R, Wang X, Chinnaiyan A, Cao X, Dhanasekaran SM, Chinnaiyan AM, Pantanowitz L, Mehra R. Leveraging artificial intelligence to predict ERG gene fusion status in prostate cancer. BMC Cancer 2022; 22:494. [PMID: 35513774 PMCID: PMC9069768 DOI: 10.1186/s12885-022-09559-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 04/17/2022] [Indexed: 11/30/2022] Open
Abstract
Background TMPRSS2-ERG gene rearrangement, the most common E26 transformation specific (ETS) gene fusion within prostate cancer, is known to contribute to the pathogenesis of this disease and carries diagnostic annotations for prostate cancer patients clinically. The ERG rearrangement status in prostatic adenocarcinoma currently cannot be reliably identified from histologic features on H&E-stained slides alone and hence requires ancillary studies such as immunohistochemistry (IHC), fluorescent in situ hybridization (FISH) or next generation sequencing (NGS) for identification. Methods Objective We accordingly sought to develop a deep learning-based algorithm to identify ERG rearrangement status in prostatic adenocarcinoma based on digitized slides of H&E morphology alone. Design Setting, and Participants: Whole slide images from 392 in-house and TCGA cases were employed and annotated using QuPath. Image patches of 224 × 224 pixel were exported at 10 ×, 20 ×, and 40 × for input into a deep learning model based on MobileNetV2 convolutional neural network architecture pre-trained on ImageNet. A separate model was trained for each magnification. Training and test datasets consisted of 261 cases and 131 cases, respectively. The output of the model included a prediction of ERG-positive (ERG rearranged) or ERG-negative (ERG not rearranged) status for each input patch. Outcome measurements and statistical analysis: Various accuracy measurements including area under the curve (AUC) of the receiver operating characteristic (ROC) curves were used to evaluate the deep learning model. Results and Limitations All models showed similar ROC curves with AUC results ranging between 0.82 and 0.85. The sensitivity and specificity of these models were 75.0% and 83.1% (20 × model), respectively. Conclusions A deep learning-based model can successfully predict ERG rearrangement status in the majority of prostatic adenocarcinomas utilizing only H&E-stained digital slides. Such an artificial intelligence-based model can eliminate the need for using extra tumor tissue to perform ancillary studies in order to assess for ERG gene rearrangement in prostatic adenocarcinoma.
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Affiliation(s)
- Vipulkumar Dadhania
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Daniel Gonzalez
- Department of Pathology and Laboratory Medicine, Jackson Memorial Hospital, Miami, FL, USA
| | - Mustafa Yousif
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA.,Department of Pathology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jerome Cheng
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Todd M Morgan
- Department of Urology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Daniel E Spratt
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Zachery R Reichert
- Department of Medical Oncology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Rahul Mannan
- Michigan Center for Translational Pathology, Ann Arbor, MI, USA
| | - Xiaoming Wang
- Michigan Center for Translational Pathology, Ann Arbor, MI, USA
| | - Anya Chinnaiyan
- Michigan Center for Translational Pathology, Ann Arbor, MI, USA
| | - Xuhong Cao
- Michigan Center for Translational Pathology, Ann Arbor, MI, USA
| | | | - Arul M Chinnaiyan
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA.,Department of Urology, University of Michigan Medical School, Ann Arbor, MI, USA.,Michigan Center for Translational Pathology, Ann Arbor, MI, USA.,Rogel Cancer Center, Michigan Medicine, Ann Arbor, MI, USA.,Howard Hughes Medical Institute, Ann Arbor, MI, USA
| | - Liron Pantanowitz
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA.,Rogel Cancer Center, Michigan Medicine, Ann Arbor, MI, USA
| | - Rohit Mehra
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA. .,Michigan Center for Translational Pathology, Ann Arbor, MI, USA. .,Rogel Cancer Center, Michigan Medicine, Ann Arbor, MI, USA.
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8
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Intraductal Carcinoma of the Prostate as a Cause of Prostate Cancer Metastasis: A Molecular Portrait. Cancers (Basel) 2022; 14:cancers14030820. [PMID: 35159086 PMCID: PMC8834356 DOI: 10.3390/cancers14030820] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 02/01/2022] [Accepted: 02/02/2022] [Indexed: 02/01/2023] Open
Abstract
Simple Summary Most men with prostate cancer will live as long as those who do not have prostate cancer. However, some men will die early of their disease due to a particular type of prostate cancer associated with recurrence and metastasis: intraductal carcinoma of the prostate. In this review, we discuss the associations between intraductal carcinoma of the prostate and metastasis, and the contemporary knowledge about the molecular alterations of intraductal carcinoma of the prostate. Abstract Intraductal carcinoma of the prostate (IDC-P) is one of the most aggressive types of prostate cancer (PCa). IDC-P is identified in approximately 20% of PCa patients and is associated with recurrence, metastasis, and PCa-specific death. The main feature of this histological variant is the colonization of benign glands by PCa cells. Although IDC-P is a well-recognized independent parameter for metastasis, mechanisms by which IDC-P cells can spread and colonize other tissues are not fully known. In this review, we discuss the molecular portraits of IDC-P determined by immunohistochemistry and genomic approaches and highlight the areas in which more research is needed.
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9
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Hesterberg AB, Gordetsky JB, Hurley PJ. Cribriform Prostate Cancer: Clinical Pathologic and Molecular Considerations. Urology 2021; 155:47-54. [PMID: 34058243 DOI: 10.1016/j.urology.2021.05.028] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 05/11/2021] [Indexed: 02/07/2023]
Abstract
Intraductal cribriform (IDC) and invasive cribriform morphologies are associated with worse prostate cancer outcomes. Limited retrospective studies have associated IDC and cribriform morphology with germline mutations in DNA repair genes, particularly BRCA2. These findings, which prompted the National Comprehensive Cancer Network (NCCN) Guidelines for Prostate Cancer and Genetic/Familial High- Risk Assessment to consider germline testing for individuals with IDC/cribriform histology, have been questioned in a recent prospective study. A deepened understanding of the molecular mechanisms driving disease aggressiveness in cribriform morphology is critical to provide more clarity in clinical decision making. This review summarizes the current understanding of IDC and cribriform prostate cancer, with an emphasis on clinical outcomes and molecular alterations.
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Affiliation(s)
| | - Jennifer B Gordetsky
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN; Department of Urology, Vanderbilt University Medical Center, Nashville, TN
| | - Paula J Hurley
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Department of Urology, Vanderbilt University Medical Center, Nashville, TN; Vanderbilt-Ingram Cancer Center, Nashville, TN.
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10
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Jang HJ, Lee A, Kang J, Song IH, Lee SH. Prediction of clinically actionable genetic alterations from colorectal cancer histopathology images using deep learning. World J Gastroenterol 2020; 26:6207-6223. [PMID: 33177794 PMCID: PMC7596644 DOI: 10.3748/wjg.v26.i40.6207] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Revised: 08/09/2020] [Accepted: 09/25/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Identifying genetic mutations in cancer patients have been increasingly important because distinctive mutational patterns can be very informative to determine the optimal therapeutic strategy. Recent studies have shown that deep learning-based molecular cancer subtyping can be performed directly from the standard hematoxylin and eosin (H&E) sections in diverse tumors including colorectal cancers (CRCs). Since H&E-stained tissue slides are ubiquitously available, mutation prediction with the pathology images from cancers can be a time- and cost-effective complementary method for personalized treatment. AIM To predict the frequently occurring actionable mutations from the H&E-stained CRC whole-slide images (WSIs) with deep learning-based classifiers. METHODS A total of 629 CRC patients from The Cancer Genome Atlas (TCGA-COAD and TCGA-READ) and 142 CRC patients from Seoul St. Mary Hospital (SMH) were included. Based on the mutation frequency in TCGA and SMH datasets, we chose APC, KRAS, PIK3CA, SMAD4, and TP53 genes for the study. The classifiers were trained with 360 × 360 pixel patches of tissue images. The receiver operating characteristic (ROC) curves and area under the curves (AUCs) for all the classifiers were presented. RESULTS The AUCs for ROC curves ranged from 0.693 to 0.809 for the TCGA frozen WSIs and from 0.645 to 0.783 for the TCGA formalin-fixed paraffin-embedded WSIs. The prediction performance can be enhanced with the expansion of datasets. When the classifiers were trained with both TCGA and SMH data, the prediction performance was improved. CONCLUSION APC, KRAS, PIK3CA, SMAD4, and TP53 mutations can be predicted from H&E pathology images using deep learning-based classifiers, demonstrating the potential for deep learning-based mutation prediction in the CRC tissue slides.
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Affiliation(s)
- Hyun-Jong Jang
- Department of Physiology, Department of Biomedicine and Health Sciences, Catholic Neuroscience Institute, The Catholic University of Korea, Seoul 06591, South Korea
| | - Ahwon Lee
- Department of Hospital Pathology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, South Korea
| | - J Kang
- Department of Hospital Pathology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, South Korea
| | - In Hye Song
- Department of Hospital Pathology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, South Korea
| | - Sung Hak Lee
- Department of Hospital Pathology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, South Korea
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11
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Greifenstein L, Engelbogen N, Lahnif H, Sinnes JP, Bergmann R, Bachmann M, Rösch F. Synthesis, Labeling and Preclinical Evaluation of a Squaric Acid Containing PSMA Inhibitor Labeled with 68 Ga: A Comparison with PSMA-11 and PSMA-617. ChemMedChem 2020; 15:695-704. [PMID: 32057189 DOI: 10.1002/cmdc.201900559] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 12/19/2019] [Indexed: 02/06/2023]
Abstract
The L-lysine urea-L-glutamate (KuE) represents a key motif in recent diagnostic and therapeutic radiopharmaceuticals targeting the prostate specific membrane antigen (PSMA). Using a squaric acid moiety for coupling of KuE with a radioactive label, the squaric acid as a linker in the PSMA ligand seems to mimic the aromatic structure of the naphthylalanine unit on PSMA-617. In this work, we investigate the influence of squaric acid moiety on the biological activity of the compound carrying a KuE motif and three typical chelates. The derivatives TRAM.SA.KuE, DOTAGA.SA.KuE and NODAGA.SA.KuE were all synthesized in straightforward organic reactions and purified by HPLC afterward. Different amounts of tracer were labeled at different temperatures with 68 Ga. PET examinations were performed on NMRInu/nu nude mice with an LNCaP tumor on the right hind leg including ex vivo investigations of the organs. For comparison, 68 Ga-derivatives of PSMA-11 and PSMA-617, the derivatives most commonly used in clinics, were investigated in the same animal model.
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Affiliation(s)
- Lukas Greifenstein
- Institute of Nuclear Chemistry, Johannes Gutenberg University, Fritz-Strassmann-Weg 2, 55128, Mainz, Germany
| | - Nils Engelbogen
- Institute of Nuclear Chemistry, Johannes Gutenberg University, Fritz-Strassmann-Weg 2, 55128, Mainz, Germany
| | - Hanane Lahnif
- Institute of Nuclear Chemistry, Johannes Gutenberg University, Fritz-Strassmann-Weg 2, 55128, Mainz, Germany
| | - Jean-Philippe Sinnes
- Institute of Nuclear Chemistry, Johannes Gutenberg University, Fritz-Strassmann-Weg 2, 55128, Mainz, Germany
| | - Ralf Bergmann
- Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden Rossendorf, Bautzner Landstraße 400, 01328, Dresden, Germany.,Department of Biophysics and Radiation Biology, Semmelweis University, Tűzoltó u. 37-47, 1094, Budapest, Hungary
| | - Michael Bachmann
- Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden Rossendorf, Bautzner Landstraße 400, 01328, Dresden, Germany
| | - Frank Rösch
- Institute of Nuclear Chemistry, Johannes Gutenberg University, Fritz-Strassmann-Weg 2, 55128, Mainz, Germany
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12
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Shah RB, Shore KT, Yoon J, Mendrinos S, McKenney JK, Tian W. PTEN loss in prostatic adenocarcinoma correlates with specific adverse histologic features (intraductal carcinoma, cribriform Gleason pattern 4 and stromogenic carcinoma). Prostate 2019; 79:1267-1273. [PMID: 31111513 DOI: 10.1002/pros.23831] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Revised: 03/29/2019] [Accepted: 04/24/2019] [Indexed: 12/17/2022]
Abstract
BACKGROUND The loss of PTEN tumor suppressor gene is one of the most common somatic genetic aberrations in prostate cancer (PCa) and is frequently associated with high-risk disease. Deletion or mutation of at least one PTEN allele has been reported to occur in 20% to 40% of localized PCa and up to 60% of metastases. The goal of this study was to determine if somatic alteration detected by PTEN immunohistochemical loss of expression is associated with specific histologic features. METHODS Two hundred sixty prostate core needle biopsies with PCa were assessed for PTEN loss using an analytically validated immunohistochemical assay. Blinded to PTEN status, each tumor was assessed for the Grade Group (GG) and the presence or absence of nine epithelial features. Presence of stromogenic PCa was also assessed and defined as grade 3 reactive tumor stroma as previously described: the presence of carcinoma associated stromal response with epithelial to stroma ratio of greater than 50% reactive stroma. RESULTS Eight-eight (34%) cases exhibited PTEN loss while 172 (66%) had intact PTEN. PTEN loss was significantly (P < 0.05) associated with increasing GG, poorly formed glands (74% of total cases with loss vs 49% of intact), and three well-validated unfavorable pathological features: intraductal carcinoma of the prostate (IDC-P) (69% of total cases with loss vs 12% of intact), cribriform Gleason pattern 4 (38% of total cases with loss vs 10% of intact) and stromogenic PCa (23% of total cases with loss vs 6% of intact). IDC-P had the highest relative risk (4.993, 95% confidence interval, 3.451-7.223, P < 0.001) for PTEN loss. At least one of these three unfavorable pathological features were present in 67% of PCa exhibiting PTEN loss, while only 11% of PCa exhibited PTEN loss when none of these three unfavorable pathological features were present. CONCLUSIONS PCa with PTEN loss demonstrates a strong correlation with known unfavorable histologic features, particularly IDC-P. This is the first study showing the association of PTEN loss with stromogenic PCa.
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Affiliation(s)
- Rajal B Shah
- Division of Urologic Pathology, Inform Diagnostics, Irving, Texas
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, The Cleveland Clinic, Cleveland, Ohio
| | - Karen T Shore
- Weiss School of Natural Sciences, Rice University, Houston, Texas
| | - Jiyoon Yoon
- Division of Urologic Pathology, Inform Diagnostics, Irving, Texas
| | - Savvas Mendrinos
- Division of Urologic Pathology, Inform Diagnostics, Irving, Texas
| | - Jesse K McKenney
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, The Cleveland Clinic, Cleveland, Ohio
| | - Wei Tian
- Division of Urologic Pathology, Inform Diagnostics, Irving, Texas
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13
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Prcic A, Begic E, Hiros M. Actual Contribution of Free to Total PSA Ratio in Prostate Diseases Differentiation. Med Arch 2018; 70:288-292. [PMID: 27703291 PMCID: PMC5034994 DOI: 10.5455/medarh.2016.70.288-292] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Accepted: 05/28/2016] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVES To determine significance and sensitivity of the Free to Total prostate specific antigen (PSA) ratio (%fPSA) in diagnosis of prostate cancer and to correlate its sensitivity and specificity with diagnosis. METHODS Research included 220 patients, who had indication for biopsy (Clinic for Urology, University Clinical Center Sarajevo). RESULTS Average age of patients was 64.6 ± 8.1 years. Kruskal Wallis test indicates that there is a significant difference in age in relation to the diagnosis (KW χ2=12.508; p=0.006). The correlation between the %fPSA level and diagnosis is positive and statistically significant (r=0.211; p=0.002) in the sense that cancer patients have the lowest %fPSA. Analysis of the sensitivity at 95% specificity of %fPSA compared to particular diagnosis shows the highest sensitivity for prostate cancer - 20.61% (8.35-31.02) with statistically significant AUC p<0.05. Analysis of %fPSA test in detecting prostate cancer, at cut-off values ≤ 0.16, shows a sensitivity of 72.3% and specificity of 50.4 (at cut-off values <0.07, sensitivity is 8.4%, and specificity is 97.8%). CONCLUSION PSA is organ specific but not cancer specific marker, whose total value, as well as the %fPSA serve as a basis, with a digitorectal exam, in the detection of prostate cancer. By increasing the cut-off values sensitivity of %fPSA increases and specificity decreases. %fPSA has a relative importance in the detection of prostate cancer, and should not be used as a guideline, without prior clinical examination.
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Affiliation(s)
| | - Edin Begic
- Health Centre Maglaj, Maglaj, Bosnia and Herzegovina
| | - Mustafa Hiros
- Clinic of Urology, University Clinical Center Sarajevo, Sarajevo, Bosnia and Herzegovina
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14
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Chen HH, Fan P, Chang SW, Tsao YP, Huang HP, Chen SL. NRIP/DCAF6 stabilizes the androgen receptor protein by displacing DDB2 from the CUL4A-DDB1 E3 ligase complex in prostate cancer. Oncotarget 2017; 8:21501-21515. [PMID: 28212551 PMCID: PMC5400601 DOI: 10.18632/oncotarget.15308] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2016] [Accepted: 01/27/2017] [Indexed: 12/12/2022] Open
Abstract
Both nuclear receptor interaction protein (NRIP) and DNA damage binding protein 2 (DDB2) belong to the Cullin 4 (CUL4)-DDB1 binding protein family and are androgen receptor (AR)-interacting proteins. Here, we investigated the expression patterns of the NRIP, DDB2 and AR proteins in human prostate cancer tissues and found that the expression levels of NRIP and AR were higher, but the DDB2 level was lower, in prostate cancer tissues than in non-neoplastic controls, suggesting NRIP as a candidate tumor promoter and DDB2 as a tumor suppressor in prostate cancer. Furthermore, both NRIP and DDB2 shared the same AR binding domain; they were competitors for the AR, but not for DDB1 binding, in the AR-DDB2-DDB1-CUL4A complex. Conclusively, NRIP stabilizes the AR protein by displacing DDB2 from the AR-DDB2 complex. Consistent with our hypothesis, a specific expression pattern with high levels of NRIP and AR, together with a low level of DDB2, was found more frequently in the human prostate cancer tissues with a cribriform pattern than in non-cribriform tumors, suggesting that disruption of the balance between NRIP and DDB2 may change AR protein homeostasis and contribute to pathogenesis in certain aggressive types of prostate cancer.
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Affiliation(s)
- Hsin-Hsiung Chen
- Graduate Institute of Microbiology, College of Medicine, National Taiwan University, Taipei 100, Taiwan
| | - Ping Fan
- Graduate Institute of Microbiology, College of Medicine, National Taiwan University, Taipei 100, Taiwan
| | - Szu-Wei Chang
- Graduate Institute of Microbiology, College of Medicine, National Taiwan University, Taipei 100, Taiwan
| | - Yeou-Ping Tsao
- Department of Ophthalmology, Mackay Memorial Hospital, Taipei 104, Taiwan
| | - Hsiang-Po Huang
- Graduate Institute of Medical Genetics and Proteomics, College of Medicine, National Taiwan University, Taipei 100, Taiwan
| | - Show-Li Chen
- Graduate Institute of Microbiology, College of Medicine, National Taiwan University, Taipei 100, Taiwan
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15
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Queisser A, Hagedorn S, Wang H, Schaefer T, Konantz M, Alavi S, Deng M, Vogel W, von Mässenhausen A, Kristiansen G, Duensing S, Kirfel J, Lengerke C, Perner S. Ecotropic viral integration site 1, a novel oncogene in prostate cancer. Oncogene 2016; 36:1573-1584. [PMID: 27617580 DOI: 10.1038/onc.2016.325] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Revised: 07/08/2016] [Accepted: 07/26/2016] [Indexed: 02/07/2023]
Abstract
Prostate cancer (PCa) is the most commonly diagnosed non-cutaneous cancer in men in the western world. Mutations in tumor suppressor genes and in oncogenes are important for PCa progression, whereas the role of stem cell proteins in prostate carcinogenesis is insufficiently examined. This study investigates the role of the transcriptional regulator Ecotropic Viral Integration site 1 (EVI1), known as an essential modulator of hematopoietic and leukemic stem cell biology, in prostate carcinogenesis. We show that in healthy prostatic tissue, EVI1 expression is confined to the prostate stem cell compartment located at the basal layer, as identified by the stem cell marker CD44. Instead, in a PCa progression cohort comprising 219 samples from patients with primary PCa, lymph node and distant metastases, EVI1 protein was heterogeneously distributed within samples and high expression is associated with tumor progression (P<0.001), suggesting EVI1 induction as a driver event. Functionally, short hairpin RNA-mediated knockdown of EVI1 inhibited proliferation, cell cycle progression, migratory capacity and anchorage-independent growth of human PCa cells, while enhancing their apoptosis sensitivity. Interestingly, modulation of EVI1 expression also strongly regulated stem cell properties (including expression of the stem cell marker SOX2) and in vivo tumor initiation capacity. Further emphasizing a functional correlation between EVI1 induction and tumor progression, upregulation of EVI1 expression was noted in experimentally derived docetaxel-resistant PCa cells. Importantly, knockdown of EVI1 in these cells restored sensitivity to docetaxel, in part by downregulating anti-apoptotic BCL2. Together, these data indicate EVI1 as a novel molecular regulator of PCa progression and therapy resistance that may control prostate carcinogenesis at the stem cell level.
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Affiliation(s)
- A Queisser
- Section for Prostate Cancer Research, University Hospital of Bonn, Bonn, Germany.,Institute of Pathology, University Hospital of Bonn, Bonn, Germany.,Center for Integrated Oncology Cologne/Bonn, University Hospital of Bonn, Bonn, Germany
| | - S Hagedorn
- Section for Prostate Cancer Research, University Hospital of Bonn, Bonn, Germany.,Institute of Pathology, University Hospital of Bonn, Bonn, Germany.,Center for Integrated Oncology Cologne/Bonn, University Hospital of Bonn, Bonn, Germany
| | - H Wang
- Department of Biomedicine, University Hospital of Basel, Basel, Switzerland
| | - T Schaefer
- Department of Biomedicine, University Hospital of Basel, Basel, Switzerland
| | - M Konantz
- Department of Biomedicine, University Hospital of Basel, Basel, Switzerland
| | - S Alavi
- Section for Prostate Cancer Research, University Hospital of Bonn, Bonn, Germany.,Institute of Pathology, University Hospital of Bonn, Bonn, Germany.,Center for Integrated Oncology Cologne/Bonn, University Hospital of Bonn, Bonn, Germany
| | - M Deng
- Pathology of the University Medical Center Schleswig-Holstein, Campus Luebeck and the Research Center Borstel, Leibniz Center for Medicine and Biosciences, 23538 Luebeck and 23845 Borstel, Borstel, Germany
| | - W Vogel
- Pathology of the University Medical Center Schleswig-Holstein, Campus Luebeck and the Research Center Borstel, Leibniz Center for Medicine and Biosciences, 23538 Luebeck and 23845 Borstel, Borstel, Germany
| | - A von Mässenhausen
- Section for Prostate Cancer Research, University Hospital of Bonn, Bonn, Germany.,Institute of Pathology, University Hospital of Bonn, Bonn, Germany.,Center for Integrated Oncology Cologne/Bonn, University Hospital of Bonn, Bonn, Germany
| | - G Kristiansen
- Institute of Pathology, University Hospital of Bonn, Bonn, Germany.,Center for Integrated Oncology Cologne/Bonn, University Hospital of Bonn, Bonn, Germany
| | - S Duensing
- Section of Molecular Urooncology, Department of Urology, University of Heidelberg School of Medicine, Heidelberg, Germany
| | - J Kirfel
- Institute of Pathology, University Hospital of Bonn, Bonn, Germany.,Center for Integrated Oncology Cologne/Bonn, University Hospital of Bonn, Bonn, Germany
| | - C Lengerke
- Department of Biomedicine, University Hospital of Basel, Basel, Switzerland
| | - S Perner
- Section for Prostate Cancer Research, University Hospital of Bonn, Bonn, Germany.,Institute of Pathology, University Hospital of Bonn, Bonn, Germany.,Center for Integrated Oncology Cologne/Bonn, University Hospital of Bonn, Bonn, Germany.,Pathology of the University Medical Center Schleswig-Holstein, Campus Luebeck and the Research Center Borstel, Leibniz Center for Medicine and Biosciences, 23538 Luebeck and 23845 Borstel, Borstel, Germany
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16
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Böttcher R, Henderson DJP, Dulla K, van Strijp D, Waanders LF, Tevz G, Lehman ML, Merkle D, van Leenders GJLH, Baillie GS, Jenster G, Houslay MD, Hoffmann R. Human phosphodiesterase 4D7 (PDE4D7) expression is increased in TMPRSS2-ERG-positive primary prostate cancer and independently adds to a reduced risk of post-surgical disease progression. Br J Cancer 2016; 113:1502-11. [PMID: 26575822 PMCID: PMC4815894 DOI: 10.1038/bjc.2015.335] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Revised: 08/14/2015] [Accepted: 08/20/2015] [Indexed: 02/07/2023] Open
Abstract
Background: There is an acute need to uncover biomarkers that reflect the molecular pathologies, underpinning prostate cancer progression and poor patient outcome. We have previously demonstrated that in prostate cancer cell lines PDE4D7 is downregulated in advanced cases of the disease. To investigate further the prognostic power of PDE4D7 expression during prostate cancer progression and assess how downregulation of this PDE isoform may affect disease outcome, we have examined PDE4D7 expression in physiologically relevant primary human samples. Methods: About 1405 patient samples across 8 publically available qPCR, Affymetrix Exon 1.0 ST arrays and RNA sequencing data sets were screened for PDE4D7 expression. The TMPRSS2-ERG gene rearrangement status of patient samples was determined by transformation of the exon array and RNA seq expression data to robust z-scores followed by the application of a threshold >3 to define a positive TMPRSS2-ERG gene fusion event in a tumour sample. Results: We demonstrate that PDE4D7 expression positively correlates with primary tumour development. We also show a positive association with the highly prostate cancer-specific gene rearrangement between TMPRSS2 and the ETS transcription factor family member ERG. In addition, we find that in primary TMPRSS2-ERG-positive tumours PDE4D7 expression is significantly positively correlated with low-grade disease and a reduced likelihood of progression after primary treatment. Conversely, PDE4D7 transcript levels become significantly decreased in castration resistant prostate cancer (CRPC). Conclusions: We further characterise and add physiological relevance to PDE4D7 as a novel marker that is associated with the development and progression of prostate tumours. We propose that the assessment of PDE4D7 levels may provide a novel, independent predictor of post-surgical disease progression.
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Affiliation(s)
- R Böttcher
- Department of Urology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - D J P Henderson
- Institute of Cardiovascular and Medical Science, University of Glasgow, Glasgow G12 8TA, Scotland
| | - K Dulla
- Departments of Oncology Solutions and Precision Diagnostics, Philips Research Europe, Eindhoven 5656 AE, The Netherlands
| | - D van Strijp
- Departments of Oncology Solutions and Precision Diagnostics, Philips Research Europe, Eindhoven 5656 AE, The Netherlands
| | - L F Waanders
- Departments of Oncology Solutions and Precision Diagnostics, Philips Research Europe, Eindhoven 5656 AE, The Netherlands
| | - G Tevz
- Departments of Oncology Solutions and Precision Diagnostics, Philips Research Europe, Eindhoven 5656 AE, The Netherlands.,Australian Prostate Cancer Research Centre-Institute of Health and Biomedical Innovation, University of Technology, and Translational Research Institute, Brisbane, Queensland 4102, Australia
| | - M L Lehman
- Australian Prostate Cancer Research Centre-Institute of Health and Biomedical Innovation, University of Technology, and Translational Research Institute, Brisbane, Queensland 4102, Australia
| | - D Merkle
- Departments of Oncology Solutions and Precision Diagnostics, Philips Research Europe, Eindhoven 5656 AE, The Netherlands
| | - G J L H van Leenders
- Department of Pathology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - G S Baillie
- Institute of Cardiovascular and Medical Science, University of Glasgow, Glasgow G12 8TA, Scotland
| | - G Jenster
- Department of Urology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - M D Houslay
- Institute of Pharmaceutical Science, King's College London, London WC2R 2LS, UK
| | - R Hoffmann
- Institute of Cardiovascular and Medical Science, University of Glasgow, Glasgow G12 8TA, Scotland.,Departments of Oncology Solutions and Precision Diagnostics, Philips Research Europe, Eindhoven 5656 AE, The Netherlands
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17
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Novel Research on Fusion Genes and Next-Generation Sequencing. Prostate Cancer 2016. [DOI: 10.1016/b978-0-12-800077-9.00004-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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18
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Pal RP, Kockelbergh RC, Pringle JH, Cresswell L, Hew R, Dormer JP, Cooper C, Mellon JK, Barwell JG, Hollox EJ. Immunocytochemical detection of ERG expression in exfoliated urinary cells identifies with high specificity patients with prostate cancer. BJU Int 2015; 117:686-96. [DOI: 10.1111/bju.13184] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Raj P. Pal
- Department of Cancer Studies and Molecular Medicine; University of Leicester; Leicester UK
- Department of Urology; University Hospitals of Leicester NHS Trust; Leicester UK
| | - Roger C. Kockelbergh
- Department of Urology; University Hospitals of Leicester NHS Trust; Leicester UK
| | - John Howard Pringle
- Department of Cancer Studies and Molecular Medicine; University of Leicester; Leicester UK
| | - Lara Cresswell
- Department of Cytogenetics; University Hospitals of Leicester NHS Trust; Leicester UK
| | - Roger Hew
- Department of Cellular Pathology; University Hospitals of Leicester NHS Trust; Leicester UK
| | - John P. Dormer
- Department of Cellular Pathology; University Hospitals of Leicester NHS Trust; Leicester UK
| | - Colin Cooper
- Department of Cancer Genetics; University of East Anglia; Norwich UK
| | - John Kilian Mellon
- Department of Urology; University Hospitals of Leicester NHS Trust; Leicester UK
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19
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Morphological and molecular characteristics of HER2 amplified urothelial bladder cancer. Virchows Arch 2015; 466:703-10. [PMID: 25809292 PMCID: PMC4460277 DOI: 10.1007/s00428-015-1729-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2014] [Revised: 12/18/2014] [Accepted: 01/26/2015] [Indexed: 02/06/2023]
Abstract
Several (pre-) clinical trials are currently investigating the benefit of HER2-targeted therapy in urothelial bladder cancer (UBC). Patients with HER2 amplified UBC could potentially profit from these therapies. However, little is known about histomorphology, HER2 protein expression patterns and occurrence of alterations in the HER2 gene in their tumors. Among 150 metastasizing primary UBC, 13 HER2 amplified tumors were identified. Their histopathological features were compared with 13 matched, non-amplified UBC. HER2 protein expression was determined by immunohistochemistry. The 26 tumors were screened for mutations in exons 19 and 20 of the HER2 gene. UBC with HER2 amplification presented with a broad variety of histological variants (median 2 vs. 1), frequently featured micropapillary tumor components (77 % vs. 8 %) and demonstrated a high amount of tumor associated inflammation. Immunohistochemically, 10 of 13 (77 %) HER2 amplified tumors were strongly HER2 protein positive. Three tumors (23 %) were scored as HER2 negative. One of the HER2 amplified tumors harbored a D769N mutation in exon 19 of the HER2 gene; all other tested tumors were wild type. In conclusion, HER2 amplified UBC feature specific morphological characteristics. They frequently express the HER2 protein diffusely and are, therefore, promising candidates for HER2 targeted therapies. The detection of mutations at the HER2 locus might add new aspects to molecular testing of UBC.
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20
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Allina DO, Kekeeva TV, Moskvina LV, Shikeeva AA, Andreeva YY, Zavalishina LE, Frank GA. [Diagnostic value of estimation of ERG expression in prostate adenocarcinoma and high-grade prostatic intraepithelial neoplasia]. Arkh Patol 2015; 77:36-42. [PMID: 26978019 DOI: 10.17116/patol201577536-42] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE to estimate the diagnostic and prognostic value of analyzing the abnormal overexpression of the chimeric protein ERG, encoded by the chimeric gene TMPRSS2/ERG, in prostatic neoplasias. MATERIAL AND METHODS A total of 100 prostate adenocarcinoma samples were examined. The presence of tumor and high-grade prostatic intraepithelial neoplasia (hPIN) was verified by immunohistochemical tests using anti-P504S and anti-34βE12 antibodies in serial sections; RT-PCR was employed to analyze the chimeric transcript TMPRSS2/ERG in 30 prostate adenocarcinoma samples. RESULTS ERG expression was noted in 46% of the adenocarcinomas and in 21% of hPIN. Eight (8%) patients were observed to have heterogeneous ERG expression: the marked reaction in some tumor portions was concurrent with its complete absence in others. Furthermore, there was ERG expression in all cases of intraductal (noninvasive) carcinoma (the foci of intraductal carcinoma were assessed as atypical cribriform lesions by light microscopy). The prognostic value of ERG expression could not be determined at the current stage of the investigation. CONCLUSION The relatively low rate of ERG-positive hPIN counts in favor of the limited role of this marker in the differential diagnosis of hPIN. ERG in combination with P504S and 34βE12 is an informative marker for the differential diagnosis of hPIN with intraductal carcinoma.
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Affiliation(s)
- D O Allina
- Russian Medical Academy of Postgraduate Education, Moscow
| | - T V Kekeeva
- Russian Medical Academy of Postgraduate Education, Moscow; Research Centre for Medical Genetics, Moscow
| | | | - A A Shikeeva
- Russian Medical Academy of Postgraduate Education, Moscow; Research Centre for Medical Genetics, Moscow
| | - Yu Yu Andreeva
- Russian Medical Academy of Postgraduate Education, Moscow
| | | | - G A Frank
- Russian Medical Academy of Postgraduate Education, Moscow
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Engineered microenvironments provide new insights into ovarian and prostate cancer progression and drug responses. Adv Drug Deliv Rev 2014; 79-80:193-213. [PMID: 24969478 DOI: 10.1016/j.addr.2014.06.001] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2013] [Revised: 05/30/2014] [Accepted: 06/16/2014] [Indexed: 02/06/2023]
Abstract
Tissue engineering technologies, which have originally been designed to reconstitute damaged tissue structure and function, can mimic not only tissue regeneration processes but also cancer development and progression. Bioengineered approaches allow cell biologists to develop sophisticated experimentally and physiologically relevant cancer models to recapitulate the complexity of the disease seen in patients. Tissue engineering tools enable three-dimensionality based on the design of biomaterials and scaffolds that re-create the geometry, chemistry, function and signalling milieu of the native tumour microenvironment. Three-dimensional (3D) microenvironments, including cell-derived matrices, biomaterial-based cell culture models and integrated co-cultures with engineered stromal components, are powerful tools to study dynamic processes like proteolytic functions associated with cancer progression, metastasis and resistance to therapeutics. In this review, we discuss how biomimetic strategies can reproduce a humanised niche for human cancer cells, such as peritoneal or bone-like microenvironments, addressing specific aspects of ovarian and prostate cancer progression and therapy response.
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Montironi R, Cheng L, Lopez-Beltran A, Scarpelli M, Montorsi F. A better understating of the morphological features and molecular characteristics of intraductal carcinoma helps clinicians further explain prostate cancer aggressiveness. Eur Urol 2014; 67:504-7. [PMID: 25194910 DOI: 10.1016/j.eururo.2014.08.060] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2014] [Accepted: 08/25/2014] [Indexed: 02/07/2023]
Affiliation(s)
- Rodolfo Montironi
- Section of Pathological Anatomy, Polytechnic University of the Marche Region, School of Medicine, United Hospitals, Ancona, Italy.
| | - Liang Cheng
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | | | - Marina Scarpelli
- Section of Pathological Anatomy, Polytechnic University of the Marche Region, School of Medicine, United Hospitals, Ancona, Italy
| | - Francesco Montorsi
- Department of Urology, IRCCS San Raffaele Hospital Milan, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
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Targeted radiosensitization of ETS fusion-positive prostate cancer through PARP1 inhibition. Neoplasia 2014; 15:1207-17. [PMID: 24204199 DOI: 10.1593/neo.131604] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2013] [Revised: 10/01/2013] [Accepted: 10/01/2013] [Indexed: 12/12/2022] Open
Abstract
ETS gene fusions, which result in overexpression of an ETS transcription factor, are considered driving mutations in approximately half of all prostate cancers. Dysregulation of ETS transcription factors is also known to exist in Ewing's sarcoma, breast cancer, and acute lymphoblastic leukemia. We previously discovered that ERG, the predominant ETS family member in prostate cancer, interacts with the DNA damage response protein poly (ADP-ribose) polymerase 1 (PARP1) in human prostate cancer specimens. Therefore, we hypothesized that the ERG-PARP1 interaction may confer radiation resistance by increasing DNA repair efficiency and that this radio-resistance could be reversed through PARP1 inhibition. Using lentiviral approaches, we established isogenic models of ERG overexpression in PC3 and DU145 prostate cancer cell lines. In both cell lines, ERG overexpression increased clonogenic survival following radiation by 1.25 (±0.07) fold (mean ± SEM) and also resulted in increased PARP1 activity. PARP1 inhibition with olaparib preferentially radiosensitized ERG-positive cells by a factor of 1.52 (±0.03) relative to ERG-negative cells (P < .05). Neutral and alkaline COMET assays and immunofluorescence microscopy assessing γ-H2AX foci showed increased short- and long-term efficiencies of DNA repair, respectively, following radiation that was preferentially reversed by PARP1 inhibition. These findings were verified in an in vivo xenograft model. Our findings demonstrate that ERG overexpression confers radiation resistance through increased efficiency of DNA repair following radiation that can be reversed through inhibition of PARP1. These results motivate the use of PARP1 inhibitors as radiosensitizers in patients with localized ETS fusion-positive cancers.
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Smith SC, Palanisamy N, Zuhlke KA, Johnson AM, Siddiqui J, Chinnaiyan AM, Kunju LP, Cooney KA, Tomlins SA. HOXB13 G84E-related familial prostate cancers: a clinical, histologic, and molecular survey. Am J Surg Pathol 2014; 38:615-26. [PMID: 24722062 PMCID: PMC3988475 DOI: 10.1097/pas.0000000000000090] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Recent genetic epidemiologic studies identified a germline mutation in the homeobox transcription factor, HOXB13 G84E, which is associated with markedly increased risk for prostate cancer, particularly early-onset hereditary prostate cancer. The histomorphologic and molecular features of cancers arising in such carriers have not been studied. Here, we reviewed prostatectomy specimens from 23 HOXB13 G84E mutation carriers, mapping the total cancer burden by anatomically distinct cancer focus and evaluating morphologic features. We also assessed basic molecular subtypes for all cancer foci (ERG/SPINK1 status) by dual immunohistochemistry staining on full sections. The cohort showed a median age of 58 years, a median serum PSA level of 5.7 ng/mL, and a median of 6 cancer foci (range, 1 to 14) per case. Of evaluable cases, dominant foci were Gleason score 6 in 23%, 3+4=7 in 41%, 4+3=7 in 23%, and ≥8 in 14%; biochemical recurrence was observed in 1 case over a median of 36 months follow-up. Histologic review found a high prevalence of cases showing cancers with a spectrum of features previously described with pseudohyperplastic carcinomas, with 45% of cases showing a dominant focus with such features. Molecular subtyping revealed a strikingly low prevalence of ERG cancer with increased prevalence of SPINK1 cancer (dominant focus ERG 17%, SPINK1 26%, ERG/SPINK1 52%, single ERG/SPINK1 focus 4%). One ERG/SPINK1 dominant focus showed aberrant p63 immunophenotype. In summary, HOXB13 G84E variant-related prostate cancers show frequent pseudohyperplastic-type features and markedly low prevalence of ERG cancers relative to unselected cases and, especially, to early-onset cohorts. These findings suggest that novel molecular pathways may drive disease in HOXB13 G84E carriers.
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Affiliation(s)
- Steven C. Smith
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Nallasivam Palanisamy
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Michigan Center for Translational Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Comprehensive Cancer Center, University of Michigan Medical School, Ann Arbor, MI USA
| | - Kimberly A. Zuhlke
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Anna M. Johnson
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Javed Siddiqui
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Michigan Center for Translational Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Arul M. Chinnaiyan
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Michigan Center for Translational Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Comprehensive Cancer Center, University of Michigan Medical School, Ann Arbor, MI USA
- Howard Hughes Medical Institute
- Department of Urology, University of Michigan Medical School, Ann Arbor, MI USA
| | - Lakshmi P Kunju
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Michigan Center for Translational Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Comprehensive Cancer Center, University of Michigan Medical School, Ann Arbor, MI USA
| | - Kathleen A. Cooney
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
- Comprehensive Cancer Center, University of Michigan Medical School, Ann Arbor, MI USA
| | - Scott A. Tomlins
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Michigan Center for Translational Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Comprehensive Cancer Center, University of Michigan Medical School, Ann Arbor, MI USA
- Department of Urology, University of Michigan Medical School, Ann Arbor, MI USA
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Heterogeneity of ERG expression in core needle biopsies of patients with early prostate cancer. Hum Pathol 2013; 44:2727-35. [PMID: 24074533 DOI: 10.1016/j.humpath.2013.07.019] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2013] [Revised: 06/24/2013] [Accepted: 07/15/2013] [Indexed: 02/07/2023]
Abstract
Prostate cancer is a heterogeneous, frequently multifocal disease with a broad spectrum of clinical, pathologic, and molecular characteristics. The TMPRSS2-ERG gene rearrangement is highly specific for prostate cancer. We used immunohistochemistry as a surrogate marker of the TMPRSS2-ERG fusion to study the heterogeneity of ERG expression in 280 prostate core needle biopsy series from 256 patients with early prostate cancer defined as 3 or less positive cores with no more than 50% of cancer per biopsy and a Gleason score of 7 or lower (3 + 4). Among the 163 patients with 2 or 3 cancer-positive biopsies, we found a subset of 19 patients (11.7%) with heterogeneous ERG expression. Thirteen (68.4%) of these patients showed biopsies with distinct positive and negative ERG staining in separate cores. The remaining 6 patients showed a mixture of both positive and negative staining within 1 biopsy core. This was either caused by different cancer foci (n = 3) or by one single, ERG-heterogeneous cancer focus (n = 3) in 1 core. Furthermore, we observed a heterogeneous ERG staining pattern over time in 6 (2.3%) of the 256 patients, in biopsies taken at various time points. An interobserver study of 21 cases with 2 separate cancer foci revealed that heterogeneity of ERG status in different cancer foci can be suspected based on morphologic differences (κ = 0.44). We conclude that heterogeneity of ERG expression is detectable in 10% to 15% of core biopsies of early prostate cancer. Further studies are needed to explore the clinical impact of heterogeneous ERG status in this patient group.
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Abstract
PURPOSE OF REVIEW To explore several serum and genetic-based biomarkers that may prove useful in following men being managed with active surveillance for localized prostate cancer by predicting those that either have the potential to develop, or already harbor occult high grade disease. RECENT FINDINGS There is increasing evidence that serum biomarkers human Kallikrein 2, early prostate cancer antigen, urokinase-type plasminogen activator/urokinase-type plasminogen activator receptor, transforming growth factor-β1 and interleukin-6/interleukin-6 receptor and genetic biomarkers BRCA1 and BRCA2, Phosphatase and tensin homolog, cellular myelocytomatosis oncogene and NKX3.1 may predict for aggressive high grade disease and are identifiable early in prostate carcinogenesis. SUMMARY One of the barriers of widespread adoption of active surveillance for low risk, localized prostate cancer is the concern that some patients may harbor occult high-risk disease at diagnosis, or develop more aggressive/noncurable disease not detected by our current well established prognostic factors. This review examines several serum and genetic-based biomarkers that appear to be of value in localized prostate cancer, unlike the vast majority of more established prostate cancer biomarkers that have been validated in far more advanced disease. Although the biomarkers discussed show exciting promise, their clinical utility is unknown, and their role in the active surveillance scenario needs further study.
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Roberts JA, Zhou M, Park YW, Park YW, Ro JY. Intraductal carcinoma of prostate: a comprehensive and concise review. KOREAN JOURNAL OF PATHOLOGY 2013; 47:307-15. [PMID: 24009625 PMCID: PMC3759629 DOI: 10.4132/koreanjpathol.2013.47.4.307] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/24/2013] [Revised: 07/25/2013] [Accepted: 07/29/2013] [Indexed: 12/13/2022]
Abstract
Intraductal carcinoma of the prostate (IDC-P) is defined as a proliferation of prostate adenocarcinoma cells distending and spanning the lumen of pre-existing benign prostatic ducts and acini, with at least focal preservation of basal cells. Studies demonstrate that IDC-P is strongly associated with high-grade (Gleason grades 4/5), large-volume invasive prostate cancers. In addition, recent genetic studies indicate that IDC-P represents intraductal spread of invasive carcinoma, rather than a precursor lesion. Some of the architectural patterns in IDC-P exhibit architectural overlap with one of the main differential diagnoses, high-grade prostatic intraepithelial neoplasia (HGPIN). In these instances, additional diagnostic criteria for IDC-P, including marked nuclear pleomorphism, non-focal comedonecrosis (>1 duct showing comedonecrosis), markedly distended normal ducts/acini, positive nuclear staining for ERG, and cytoplasmic loss of PTEN by immunohistochemistry, can help make the distinction. This distinction between IDC-P and HGPIN is of critical importance because IDC-P has an almost constant association with invasive carcinoma and has negative clinical implications, including shorter relapse-free survival, early biochemical relapse, and metastatic failure rate after radiotherapy. Therefore, IDC-P should be reported in prostate biopsies and radical prostatectomies, regardless of the presence of an invasive component. This article will review the history, diagnostic criteria, molecular genetics, and clinical significance of IDC-P.
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Affiliation(s)
- Jordan A Roberts
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, TX, USA
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ERG Protein Expression Is of Limited Prognostic Value in Men with Localized Prostate Cancer. ISRN UROLOGY 2013; 2013:786545. [PMID: 24027643 PMCID: PMC3762160 DOI: 10.1155/2013/786545] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/04/2013] [Accepted: 06/27/2013] [Indexed: 02/08/2023]
Abstract
Background. The prognostic significance of ERG expression in prostate cancer (PCA) has generated mixed results. We sought to investigate the prognostic significance of ERG expression in a localized cohort of men with PCA. Material and Methods. We investigated ERG protein expression in a cohort of 198 men with localized PCA. ERG expression was correlated with patients' clinical outcome and several pathological parameters, including Gleason score (GS), pathological stage, surgical margin, and extra-capsular extension. Results. ERG expression was detected in 86/198 (43.4%) patients exclusively in neoplastic epithelium. Overall, ERG mean expression intensity was 1.01 ± 1.27 versus 0.37 ± 0.83 in acinar PCA compared to foamy type PCA (P < 0.001). In HGPIN, ERG intensity levels were comparable to those in foamy type PCA (0.13 ± 0.56) but significantly lower than those in acinar PCA (P < 0.001). ERG expression was significantly associated with extra-prostatic extension and higher pathological stage and showed a trend toward seminal vesicle invasion. Herein, ERG expression was documented in 50/131 (38.1%) patients with pT2 versus 30/55 (54.5%) patients with pT3 (P = 0.04). ERG association with higher pathological stage was more pronounced in patients with GS > 7. Grouping patients into those with GS ≤ 7 versus >7, there was no significant association between ERG expression and GS. Similarly, no association was present in relation to either surgical margins or postsurgical serum PSA levels. Conclusion. We report significant association between ERG protein levels and extra-prostatic extension and higher pathological stage. ERG expression is not associated with adverse clinical outcome and is of limited prognostic value in localized PCA.
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ERG expression in mucinous prostatic adenocarcinoma and prostatic adenocarcinoma with mucinous features: comparison with conventional prostatic adenocarcinoma. Hum Pathol 2013; 44:2241-6. [PMID: 23849895 DOI: 10.1016/j.humpath.2013.05.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2013] [Revised: 04/29/2013] [Accepted: 05/01/2013] [Indexed: 02/07/2023]
Abstract
TMPRSS2-ERG is the most common gene fusion in conventional prostatic adenocarcinoma (PCa), identified in about 40% to 70% of cases. Mucinous PCa and PCa with mucinous features are rare subtypes of prostate cancer, and ERG expression in these subtypes has not been well characterized in a large series. A search was made through the surgical pathology and expert consultation files of 2 major academic institutions for cases of mucinous PCa and PCa with mucinous features. The former were obtained from radical prostatectomy cases and the latter from radical prostatectomy cases, transurethral resection of the prostate, and prostate needle core biopsies. A tissue microarray composed of additional cases of mucinous PCa was also included in the study. Immunohistochemical stains for ERG were performed on all the cases. A total of 51 cases of mucinous PCa and PCa with mucinous features were identified. Twenty-five of 51 (47%) cases were positive for ERG expression, including 10/24 (42%) radical prostatectomy specimens, 7/14 (50%) biopsies, 2/4 (50%) transurethral resection of the prostate specimens, 6/9 (67%) from a tissue microarray. This is the largest study to date specifically characterizing ERG expression in mucinous PCa and PCa with mucinous features, with emphasis on comparison with adjacent conventional PCa. ERG is expressed in almost 50% of cases of mucinous PCa and PCa with mucinous features, similar to rates of expression in conventional PCa. This study strongly suggests that these rare subtypes of PCa are clonally related to conventional PCa.
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Teng LH, Wang C, Bégin LR, Dolph M, Yilmaz A, Trpkov K, Donnelly B, Bismar TA. ERG protein expression and gene rearrangements are present at lower rates in metastatic and locally advanced castration-resistant prostate cancer compared to localized disease. Urology 2013; 82:394-9. [PMID: 23746715 DOI: 10.1016/j.urology.2013.03.029] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2012] [Revised: 02/20/2013] [Accepted: 03/09/2013] [Indexed: 02/07/2023]
Abstract
OBJECTIVE To compare ERG expression and gene rearrangements rates in metastatic and castration-resistant prostate cancer (CRPC) to localized disease as ERG is the most common genetic event in early prostate cancer (PCa) with potential prognostic and therapeutic implications. METHODS We evaluated ERG protein expression in 344 patients with PCa in 3 cohorts including localized, metastatic, and castration-resistant disease using immunohistochemistry (IHC) and fluorescence in situ hybridization (FISH). RESULTS ERG protein expression was detected exclusively in the neoplastic epithelium and was found in 6.8% and 46.3% of high-grade prostatic intraepithelial neoplasia (HGPIN) and localized PCa, respectively. In metastatic and locally advanced CRPC, ERG expression was significantly lower, occurring at 36.1% and 37.2%, respectively. In PCa with foamy gland morphology, ERG protein expression was detected in only 18.6% compared with reported rates of about 42%-48% in acinar PCa. Moreover, ERG protein expression and gene rearrangements showed an overall consistency rate of 90.6% (P <.0001). The consistency rate was 100% both in benign glands and HGPIN, and 96.1% in localized PCa. However, it was significantly lower at 76.9% and 85% in node metastatic and CRPC, respectively (P <.0001). CONCLUSION ERG protein expression is restricted to neoplastic prostatic epithelium and is present at lower rates in metastatic and CRPC compared to localized PCa. IHC and FISH concordance rates were significantly lower in node metastatic and CRPC compared to localized PCa, which may suggest different biological and therapeutic implications. The lower rate of ERG protein expression in foamy gland PCa may suggest potential differences for this pattern of PCa at the molecular level.
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Affiliation(s)
- Liang-Hong Teng
- Department of Pathology and Laboratory Medicine, University of Calgary and Calgary Laboratory Services, Calgary, Alberta, Canada
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The genomic landscape of prostate cancer. Int J Mol Sci 2013; 14:10822-51. [PMID: 23708091 PMCID: PMC3709705 DOI: 10.3390/ijms140610822] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2013] [Revised: 05/06/2013] [Accepted: 05/09/2013] [Indexed: 12/12/2022] Open
Abstract
By the age of 80, approximately 80% of men will manifest some cancerous cells within their prostate, indicating that prostate cancer constitutes a major health burden. While this disease is clinically insignificant in most men, it can become lethal in others. The most challenging task for clinicians is developing a patient-tailored treatment in the knowledge that this disease is highly heterogeneous and that relatively little adequate prognostic tools are available to distinguish aggressive from indolent disease. Next-generation sequencing allows a description of the cancer at an unprecedented level of detail and at different levels, going from whole genome or exome sequencing to transcriptome analysis and methylation-specific immunoprecipitation, followed by sequencing. Integration of all these data is leading to a better understanding of the initiation, progression and metastatic processes of prostate cancer. Ultimately, these insights will result in a better and more personalized treatment of patients suffering from prostate cancer. The present review summarizes current knowledge on copy number changes, gene fusions, single nucleotide mutations and polymorphisms, methylation, microRNAs and long non-coding RNAs obtained from high-throughput studies.
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Bonkhoff H, Wheeler TM, van der Kwast TH, Magi-Galluzzi C, Montironi R, Cohen RJ. Intraductal carcinoma of the prostate: precursor or aggressive phenotype of prostate cancer? Prostate 2013; 73:442-8. [PMID: 22949099 DOI: 10.1002/pros.22579] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2012] [Accepted: 08/06/2012] [Indexed: 12/17/2022]
Abstract
BACKGROUND Although the term "intraductal carcinoma of the prostate" (IDC-P) was introduced almost 40 years ago, there is still the lack of appreciation that this entity represents a clinically aggressive disease that continues to be misreported under the diagnostic category of high grade prostatic intraepithelial neoplasia (HGPIN). METHODS Recent data obtained from histological, molecular, and clinical studies were reviewed to demonstrate that IDC-P significantly differs from HGPIN, and has a major impact in terms of diagnosis, prognosis and therapy of prostate cancer (PCa). RESULTS HGPIN is the only accepted precursor of PCa. Its diagnosis in prostate biopsies has no prognostic implications, and does not dictate therapeutic decisions. By contrast, IDC-P correlates with a worse pathological and clinical outcome. IDC-P differs from HGPIN by distinct histological and molecular features. Recent clinical studies report that IDC-P is associated with neoadjuvant androgen deprivation therapy (ADT) and, chemotherapy (CT) failure as well as early disease recurrence after external beam radiation. Finally, IDC-P is associated with TMPRSS2-ERG gene fusion, which was reported to be regulated by estrogens and their receptors. CONCLUSIONS IDC-P is an aggressive phenotype of prostate cancer and predicts poor response to ADT, CT, and external beam radiation. IDC-P should be separated from HGPIN and should be reported in prostate biopsies and prostatectomy specimens.
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Abstract
Recurrent gene fusions have been thought to play a central role in leukemias, lymphomas, and sarcomas, but they have been neglected in carcinomas, largely because of technical limitations of cytogenetics. In the past few years, an increasing number of recurrent gene fusions have been recognized in epithelial cancers. The majority of prostate cancers, for example, have an androgen-regulated fusion of one of the ETS transcription factor gene family. Notably, the fusion genes can often serve as specific diagnostic markers, criteria of molecular classification and therefore potential therapeutic targets. Recent studies have focused on investigations of morphologic features (phenotype) of recurrent gene fusions (genotype) in malignancies. In this review, we will summarize the histologic features of known recurrent genomic rearrangements in carcinomas, especially focusing on TMPRSS2-ERG fusion in prostate cancer, EML4-ALK in lung cancer, ETV6-NTRK3 in secretory breast cancer, RET/PTC and PAX8/PPARγ1 rearrangements in thyroid cancer. In addition, we will describe how these features could potentially be used to alert the pathologists of the diagnosis of fusion-positive tumor. A combination of histologic validation with other screening strategies (eg, immunohistochemistry) for recognition of recurrent gene fusions is also highlighted.
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Suh JH, Park JW, Lee C, Moon KC. ERG immunohistochemistry and clinicopathologic characteristics in Korean prostate adenocarcinoma patients. KOREAN JOURNAL OF PATHOLOGY 2012; 46:423-8. [PMID: 23136568 PMCID: PMC3490118 DOI: 10.4132/koreanjpathol.2012.46.5.423] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/29/2012] [Revised: 07/20/2012] [Accepted: 08/01/2012] [Indexed: 12/13/2022]
Abstract
Background Transmembrane protease serine 2-ETS related gene (TMPRSS2-ERG) gene fusion, the most common genetic alternation in prostate cancer, is associated with protein expression of the oncogene ERG. Recently, an immunohistochemical staining method using an anti-ERG antibody was shown to have a strong correlation with altered ERG protein expression. Methods We analyzed a total of 303 radical prostatectomy specimens (obtained from Korean prostate cancer cases) using a constructed tissue microarray and ERG immunohistochemical staining. Thereafter, we evaluated the association between ERG expression and clinicopathological factors. Results The ERG-positive rate was 24.4% (74/303) and significantly higher ERG expression was observed in the subgroup with a lower Gleason score (p=0.004). Analysis of the histologic pattern of prostate adenocarcinomas revealed that tumors with discrete glandular units (Gleason pattern 3) displayed higher frequency of ERG expression (p=0.016). The ERG-positive rate was lower than that found (approximately 50%) in studies involving western populations. Other factors including age, tumor volume, initial protein-specific antigen level, a pathological stage and margin status were not significantly related with the ERG expression. Conclusions ERG immunohistochemical staining is significantly higher in tumors with well-formed glands and is associated with a lower Gleason score.
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Affiliation(s)
- Ja Hee Suh
- Department of Pathology, Seoul National University College of Medicine, Seoul, Korea
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35
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Genomic Signatures Associated with the Development, Progression, and Outcome of Prostate Cancer. Mol Diagn Ther 2012; 11:345-54. [DOI: 10.1007/bf03256258] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Updated results from the European Randomized Study of Prostate-Specific Antigen (PSA) Screening for Prostate Cancer: are Asian countries encouraged to promote PSA screening? Asian J Androl 2012; 14:522-4. [PMID: 22751444 DOI: 10.1038/aja.2012.50] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
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Kakehi Y. Active surveillance as a practical strategy to differentiate lethal and non-lethal prostate cancer subtypes. Asian J Androl 2012; 14:361-4. [PMID: 22504873 DOI: 10.1038/aja.2011.151] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Differentiation between lethal and non-lethal prostate cancer subtypes has become a very important issue in avoiding excessive treatment in an era when prostate-specific antigen (PSA) screening has reduced the rate of prostate cancer deaths by more than 20%. However, it is difficult to determine the patients who may or may not benefit from immediate treatment interventions at the time of the initial diagnosis. The selection of candidate patients who can postpone immediate treatment and undergo follow-ups with a specific surveillance program, or 'active surveillance,' is a practical way to minimize overtreatment. In this review, the benefits and risks of active surveillance are discussed. Future perspectives, including imaging and new biomarkers for improving the outcomes of active surveillance programs, are also discussed.
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Affiliation(s)
- Yoshiyuki Kakehi
- Department of Urology, Kagawa University Faculty of Medicine, Kagawa, Japan.
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St John J, Powell K, Conley-Lacomb MK, Chinni SR. TMPRSS2-ERG Fusion Gene Expression in Prostate Tumor Cells and Its Clinical and Biological Significance in Prostate Cancer Progression. ACTA ACUST UNITED AC 2012; 4:94-101. [PMID: 23264855 DOI: 10.4172/1948-5956.1000119] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
TMPRSS2-Ets gene fusions were identified in prostate cancers where the promoter of transmembrane protease, serine 2 (TMPRSS2) fused with coding sequence of the erythroblastosis virus E26 (Ets) gene family members. TMPRSS2 is an androgen responsive transmembrane serine protease. Ets family members are oncogenic transcription factors that contain a highly conserved Ets DNA binding domain and an N-terminal regulatory domain.Fusion of these gene results in androgen dependent transcription of Ets factor in prostate tumor cells. The ERG is the most common fusion partner with TMPRSS2 promoter in prostate cancer patients. The high prevalence of these gene fusions, in particular TMPRSS2-ERG, makes them attractive as potential diagnostic and prognostic indicators, as well as making them a potential target for tailored therapies.This review focuses on the clinical and biological significance of TMPRSS2-ERG fusions and their role in PC development and progression.
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Affiliation(s)
- Jason St John
- Departments of Urology and Pathology, Wayne State University School of Medicine and The Barbara Ann Karmanos Cancer Institute, Detroit, MI 48201, USA
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39
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TMPRSS2-ERG -specific transcriptional modulation is associated with prostate cancer biomarkers and TGF-β signaling. BMC Cancer 2011; 11:507. [PMID: 22142399 PMCID: PMC3259213 DOI: 10.1186/1471-2407-11-507] [Citation(s) in RCA: 123] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2011] [Accepted: 12/05/2011] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND TMPRSS2-ERG gene fusions occur in about 50% of all prostate cancer cases and represent promising markers for molecular subtyping. Although TMPRSS2-ERG fusion seems to be a critical event in prostate cancer, the precise functional role in cancer development and progression is still unclear. METHODS We studied large-scale gene expression profiles in 47 prostate tumor tissue samples and in 48 normal prostate tissue samples taken from the non-suspect area of clinical low-risk tumors using Affymetrix GeneChip Exon 1.0 ST microarrays. RESULTS Comparison of gene expression levels among TMPRSS2-ERG fusion-positive and negative tumors as well as benign samples demonstrated a distinct transcriptional program induced by the gene fusion event. Well-known biomarkers for prostate cancer detection like CRISP3 were found to be associated with the gene fusion status. WNT and TGF-β/BMP signaling pathways were significantly associated with genes upregulated in TMPRSS2-ERG fusion-positive tumors. CONCLUSIONS The TMPRSS2-ERG gene fusion results in the modulation of transcriptional patterns and cellular pathways with potential consequences for prostate cancer progression. Well-known biomarkers for prostate cancer detection were found to be associated with the gene fusion. Our results suggest that the fusion status should be considered in retrospective and future studies to assess biomarkers for prostate cancer detection, progression and targeted therapy.
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van Leenders GJLH, Boormans JL, Vissers CJ, Hoogland AM, Bressers AAJWM, Furusato B, Trapman J. Antibody EPR3864 is specific for ERG genomic fusions in prostate cancer: implications for pathological practice. Mod Pathol 2011; 24:1128-38. [PMID: 21499236 DOI: 10.1038/modpathol.2011.65] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Genomic rearrangements involving genes encoding erythroblast transformation-specific transcription factors are commonly present in prostate cancer. The TMPRSS2-ERG gene fusion that leads to ERG overexpression occurs in ~70% of prostate cancers. Implementation of fusion gene detection in pathological practice, however, has been hampered by the lack of reliable ERG antibodies. The objective of this study was first to compare ERG immunohistochemistry using the recently described antibody EPR3864 with ERG mRNA by quantitative PCR and, second, to investigate ERG immunohistochemistry in diagnostic prostate cancer needle biopsies. We analyzed 41 primary prostate adenocarcinomas obtained by radical prostatectomy and 83 consecutive prostate cancer needle biopsies. In the prostatectomy specimens, immunohistochemical ERG expression was highly concordant with the ERG mRNA overexpression (sensitivity 100% and specificity 85%). ERG overexpression was due to TMPRSS2-ERG gene fusion in all cases. ERG protein expression was identified in 51/83 adenocarcinomas (61%) on needle biopsies. ERG expression was more frequent in tumors infiltrating ≥2 needle biopsies (P<0.001) or occupying ≥50% of a single biopsy (P=0.018). Expression of ERG also occurred in 11/21 (52%) high-grade prostate intraepithelial neoplasia lesions. In 5/87 (6%) needle biopsies containing benign secretory glands, weak ERG staining was focally observed. In all of these cases, respective glands were adjacent to adenocarcinomas. In conclusion, immunohistochemistry for ERG strongly correlated with ERG mRNA overexpression and was specific for prostate cancer on needle biopsies. Therefore, ERG immunohistochemistry is an important adjunctive tool for pathophysiological studies on ERG gene fusions, and might support the pathological diagnosis of adenocarcinoma in a subset of prostate needle biopsies.
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Affiliation(s)
- Geert J L H van Leenders
- Department of Pathology, Josephine Nefkens Institute, Erasmus Medical Center, Rotterdam, The Netherlands.
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Doyen J, Alix-Panabières C, Hofman P, Parks SK, Chamorey E, Naman H, Hannoun-Lévi JM. Circulating tumor cells in prostate cancer: a potential surrogate marker of survival. Crit Rev Oncol Hematol 2011; 81:241-56. [PMID: 21680196 DOI: 10.1016/j.critrevonc.2011.05.004] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2010] [Revised: 03/23/2011] [Accepted: 05/18/2011] [Indexed: 02/07/2023] Open
Abstract
Prostate-specific antigen (PSA) levels in blood are widely used in prostate cancer (PCa) for the management of this disease at every stage of progression. Currently, PSA levels combined with clinical stage and Gleason score provide the best predictor of survival and the main element to monitor treatment efficiency. However, these areas could be improved by utilizing emerging biomarkers. Recently, circulating tumor cells (CTCs) and disseminating tumor cells (DTCs) have been detected in PCa and may be a new surrogate candidate. Here we provide a systematic review of the literature in order to describe the current evidence of CTC/DTC surrogacy regarding outcome of prostate cancer patients. We also discuss several markers that could be used to increase the sensitivity and specificity of CTC/DTC detection. CTC/DTC detection is performed using a wide variety of techniques. Initially, reverse transcriptase polymerase chain reaction (RT-PCR) based methods were utilized with weak correlation between their positive detection and patients' outcome. More recent immunological techniques have indicated a reproducible correlation with outcome. Such surrogate markers may enable clinicians to provide early detection for inefficient treatments and patients with poor prognosis that are candidates for treatment intensification. Dissecting the micrometastasis phenomenon in CTCs/DTCs is a key point to increase surrogacy of this biomarker.
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Affiliation(s)
- Jérôme Doyen
- Department of Radiation Oncology, Antoine-Lacassagne Cancer Center, Nice, France.
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43
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[The progress of TMPRSS2-ETS gene fusions and their mechanism in prostate cancer]. YI CHUAN = HEREDITAS 2011; 33:117-22. [PMID: 21377967 DOI: 10.3724/sp.j.1005.2011.00117] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The gene fusions between transmembrane protease serine 2 (TMPRSS2) and E26 (ETS) transcription factors are present in over 50% of patients with prostate cancer. TMPRSS2-ERG is the most common gene fusion type. The ERG overexpression induced by TMPRSS2-ERG gene fusion contributes to the development of prostate cancer. Both androgen receptor binding and genotoxic stress induce chromosomal proximity and TMPRSS2-ETS gene fusions. TMPRSS2-ERG gene fusion functions as a biomarker for prostate cancer, which can be easily detected in urine. This review focuses on the characteristics, oncogenic and rearranged mechanism, and clinical application of TMPRSS2-ETS gene fusions.
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Koochekpour S. Genetic and epigenetic changes in human prostate cancer. IRANIAN RED CRESCENT MEDICAL JOURNAL 2011; 13:80-98. [PMID: 22737441 PMCID: PMC3371912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2010] [Revised: 01/03/2011] [Accepted: 01/10/2011] [Indexed: 11/29/2022]
Abstract
Acquired or inherited genetic alterations either alone or in combination with epigenetic alterations are associated with prostate carcinogenesis and its progression toward advance metastatic or castration-resistant disease. A major objective of translational cancer research in post-genome era is to discover the repertoire of genetic and epigenetic variations associated with prostate cancer. Genome-wide association studies have been at least partially successful in identifying potential germline polymorphisms and allelic imbalances such as microsatellite instability and loss of heterozygosity associated with prostate cancer susceptibility. Epigenetic mechanisms such as DNA hyper- or hypomethylation and histone modifications are reversible genetic alterations which allow stable inheritance of cellular phenotypes without any changes in the DNA sequence or quantity. Epigenetic modifications can potentially be used for the molecular classification, detection, and risk assessment in prostate cancer. Chemical inhibitors of DNA methyltransferases and histone deacetylases have been used in different clinical trials and hold promise as novel chemotherapeutics to be effective alone or in combination with other therapeutic interventions in prostate cancer.
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Affiliation(s)
- S Koochekpour
- Department of Urology and Stanley S. Scott Cancer Center, School of Medicine, Louisiana State University, Health Sciences Center, New Orleans, USA
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45
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Single Focus Prostate Cancer: Pathological Features and ERG Fusion Status. J Urol 2011; 185:489-94. [DOI: 10.1016/j.juro.2010.09.093] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2010] [Indexed: 02/07/2023]
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46
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Shen MM, Abate-Shen C. Molecular genetics of prostate cancer: new prospects for old challenges. Genes Dev 2010; 24:1967-2000. [PMID: 20844012 DOI: 10.1101/gad.1965810] [Citation(s) in RCA: 693] [Impact Index Per Article: 49.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Despite much recent progress, prostate cancer continues to represent a major cause of cancer-related mortality and morbidity in men. Since early studies on the role of the androgen receptor that led to the advent of androgen deprivation therapy in the 1940s, there has long been intensive interest in the basic mechanisms underlying prostate cancer initiation and progression, as well as the potential to target these processes for therapeutic intervention. Here, we present an overview of major themes in prostate cancer research, focusing on current knowledge of principal events in cancer initiation and progression. We discuss recent advances, including new insights into the mechanisms of castration resistance, identification of stem cells and tumor-initiating cells, and development of mouse models for preclinical evaluation of novel therapuetics. Overall, we highlight the tremendous research progress made in recent years, and underscore the challenges that lie ahead.
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Affiliation(s)
- Michael M Shen
- Department of Medicine, Columbia University Medical Center, New York, New York 10032, USA.
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Abstract
A majority of prostate cancers exhibit a recurrent gene rearrangement involving chromosome 21. In approximately 90% of cases, the rearrangement is characterized by fusion of the androgen-regulated gene TMPRSS2 with the oncogene ERG. A recent study suggested that TMPRSS2-ERG gene fusion is lacking in cancers arising from the transition zone of the prostate. A dominant transition zone cancer was detected in 62/397 (16%) patients who underwent radical prostatectomy at our institution and were reviewed and mapped by a single pathologist. In 46/62 specimens, a secondary tumor was identified in the peripheral zone of the prostate. A tissue microarray containing both transition and peripheral zone tumors was constructed and evaluated for gene fusion analysis. TMPRSS2-ERG fusion status was determined using a multicolor interphase fluorescence in situ hybridization assay for ERG break-apart. The median age of the patients was 59 years. Prostatectomy Gleason score was 6 in 21, 7 in 34, and ≥8 in 7 cases. Median tumor volume was 200 mm(2). TMPRSS2-ERG gene fusion was present in 7/59 (12%) transition zone, and in 12/35 (34%) peripheral zone tumors. Transition zone fusion-positive cases were larger than their negative counterparts. No significant correlation was found between fusion status and Gleason score or pathologic stage. Gene fusion through deletion occurred in 4/7 transition zone and 7/12 peripheral zone tumors. Transition zone prostate cancers are considered biologically and genetically different from peripheral zone tumors. Although ERG rearrangement is more common in peripheral zone tumors, we have detected TMPRSS2-ERG fusion in a subset of transition zone cancers (12%). The lower frequency of gene fusion in transition zone prostate cancer may suggest distinct molecular alterations from peripheral zone tumors and the association with a high tumor volume may indicate a growth advantage for transition zone tumors harboring the gene fusion. Further studies are necessary to confirm this hypothesis.
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Lee K, Chae JY, Kwak C, Ku JH, Moon KC. TMPRSS2-ERG Gene Fusion and Clinicopathologic Characteristics of Korean Prostate Cancer Patients. Urology 2010; 76:1268.e7-13. [DOI: 10.1016/j.urology.2010.06.010] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2009] [Revised: 05/19/2010] [Accepted: 06/04/2010] [Indexed: 02/07/2023]
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ETS family-associated gene fusions in Japanese prostate cancer: analysis of 194 radical prostatectomy samples. Mod Pathol 2010; 23:1492-8. [PMID: 20693979 DOI: 10.1038/modpathol.2010.149] [Citation(s) in RCA: 66] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The incidence and clinical significance of the TMPRSS2:ERG gene fusion in prostate cancer has been investigated with contradictory results. It is now common knowledge that significant variability in gene alterations exists according to ethnic background in various kinds of cancer. In this study, we evaluated gene fusions involving the ETS gene family in Japanese prostate cancer. Total RNA from 194 formalin-fixed and paraffin-embedded prostate cancer samples obtained by radical prostatectomy was subjected to reverse-transcriptase polymerase chain reaction to detect the common TMPRSS2:ERG T1-E4 and T1-E5 fusion transcripts and five other non-TMPRSS2:ERG fusion transcripts. We identified 54 TMPRSS2:ERG-positive cases (54/194, 28%) and two HNRPA2B1:ETV1-positive cases (2/194, 1%). The SLC45A3-ELK4 transcript, a fusion transcript without structural gene rearrangement, was detectable in five cases (5/194, 3%). The frequencies of both TMPRSS2:ERG- and non-TMPRSS2:ERG-positive cases were lower than those reported for European, North American or Brazilian patients. Internodular heterogeneity of TMPRSS2:ERG was observed in 5 out of 11 multifocal cases (45%); a frequency similar to that found in European and North American cases. We found a positive correlation between the TMPRSS2:ERG fusion and a Gleason score of ≤7 and patient age, but found no relationship with pT stage or plasma prostate-specific antigen concentration. To exclude the possibility that Japanese prostate cancer displays novel TMPRSS2:ERG transcript variants or has unique 5' fusion partners for the ETS genes, we performed 5' RACE using fresh-frozen prostate cancer samples. We identified only the normal 5' cDNA ends for ERG, ETV1 and ETV5 in fusion-negative cases. Because we identified a relatively low frequency of TMPRSS2:ERG and other fusions, further evaluation is required before this promising molecular marker should be introduced into the management of Japanese prostate cancer patients.
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Fine SW, Gopalan A, Leversha MA, Al-Ahmadie HA, Tickoo SK, Zhou Q, Satagopan JM, Scardino PT, Gerald WL, Reuter VE. TMPRSS2-ERG gene fusion is associated with low Gleason scores and not with high-grade morphological features. Mod Pathol 2010; 23:1325-33. [PMID: 20562851 PMCID: PMC3413944 DOI: 10.1038/modpathol.2010.120] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
TMPRSS2-ERG gene rearrangement is seen in about half of clinically localized prostate cancers, yet controversy exists with regard to its prognostic implications. Similarly, the relationship of TMPRSS2-ERG fusion to Gleason score and morphology remains uncertain. We assigned Gleason scores and recorded morphological features for 521 clinically localized prostate cancers sampled in triplicate and arrayed in eight tissue microarray blocks. Fluorescence in situ hybridization was performed to delineate TMPRSS2-ERG aberrations. Using maximum Gleason score, based on three core evaluation, and overall Gleason score, based on prostatectomy sections, Fisher's exact test was performed for tumors with TMPRSS2-ERG translocation/deletion, copy number increase (≥ 3) of the TMPRSS2-ERG region without translocation/deletion, and copy number increase and concomitant translocation/deletion. In all, 217 (42%) translocation/deletion and 30 (5.9%) copy number increase-alone cases were detected. Among 217 translocation/deletion cases, 32 had translocation/deletion with copy number increase. In all, 237, 200, and 75 cancers had maximum core-specific Gleason score of 6, 7, and 8-10, respectively. Tumors with translocation/deletion tended toward lower Gleason scores than those without (P=0.002) with similar results for overall Gleason score (P=0.02); copy number increase cases tended toward higher Gleason scores than those without (P<0.001). Gleason score of 8-10 tumors demonstrated lower odds of translocation/deletion (odds ratio (OR) 0.38; 95% CI 0.21-0.68) and higher odds of copy number increase alone (OR 7.33; 95% CI 2.65-20.31) or copy number increase+translocation/deletion (OR 3.03; 95% CI 1.12-8.15) relative to Gleason score of <7 tumors. No significant difference in TMPRSS2-ERG incidence was observed between patients with and without cribriform glands, glomerulations, signet-ring cells, or intraductal cancer (P=0.821, 0.095, 0.132, 0.375). TMPRSS2-ERG gene fusion is associated with lower core-specific and overall Gleason scores and not with high-grade morphologies. Conversely, TMPRSS2-ERG copy number increase, with or without rearrangement, is associated with higher Gleason score. These findings indicate that translocation/deletion of TMPRSS2-ERG is not associated with histological features of aggressive prostate cancer.
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Affiliation(s)
- Samson W. Fine
- Departments of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY
| | - Anuradha Gopalan
- Departments of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY
| | - Margaret A. Leversha
- Departments of Molecular Cytogenetics, Memorial Sloan-Kettering Cancer Center, New York, NY
| | | | - Satish K. Tickoo
- Departments of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY
| | - Qin Zhou
- Departments of Epidemiology & Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY
| | - Jaya M. Satagopan
- Departments of Epidemiology & Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY
| | - Peter T. Scardino
- Departments of Surgery, Memorial Sloan-Kettering Cancer Center, New York, NY
| | - William L. Gerald
- Departments of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY
| | - Victor E. Reuter
- Departments of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY
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