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Dahiya V, Hans S, Kumari R, Bagchi G. Prostate cancer biomarkers: from early diagnosis to precision treatment. Clin Transl Oncol 2024; 26:2444-2456. [PMID: 38744755 DOI: 10.1007/s12094-024-03508-2] [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: 02/26/2024] [Accepted: 04/26/2024] [Indexed: 05/16/2024]
Abstract
Prostate cancer (PCa) is the second most prevalent cancer in men. In 2020, approximately 1,414,259 new cases were reported that accounted for 3,75,324 deaths (Sung et al. in CA 71:209-249, 2021). PCa is often asymptomatic at early stages; hence, routine screening and monitoring based on reliable biomarkers is crucial for early detection and assessment of cancer progression. Early diagnosis of disease is key step in reducing PCa-induced mortality. Biomarkers such as PSA have played vital role in reducing recent PCa deaths. Recent research has identified many other biomarkers and also refined PSA-based tests for non-invasive diagnosis of PCa in patients. Despite progress in screening methods, an important issue that influences treatment is heterogeneity of the cancer in different individuals, necessitating personalized treatment. Currently, focus is to identify biomarkers that can accurately diagnose PCa at early stage, indicate the stage of the disease, metastatic nature and chances of survival based on individual patient profile (Fig. 1). Fig. 1 Graphical abstract.
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Affiliation(s)
- Versha Dahiya
- Amity Institute of Biotechnology, Amity University Haryana, Gurgaon, India, 122413
| | - Sanjana Hans
- Amity Institute of Biotechnology, Amity University Haryana, Gurgaon, India, 122413
| | - Ruchi Kumari
- Amity Institute of Biotechnology, Amity University Haryana, Gurgaon, India, 122413
| | - Gargi Bagchi
- Amity Institute of Biotechnology, Amity University Haryana, Gurgaon, India, 122413.
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2
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Chakroborty D, Singh AP. Prostate Cancer: Insights into Disease Progression and Therapeutic Challenges. Int J Mol Sci 2024; 25:2451. [PMID: 38473699 DOI: 10.3390/ijms25052451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 02/16/2024] [Indexed: 03/14/2024] Open
Abstract
Prostate cancer (PCa) is the second most common cancer and the fifth highest cause of cancer-related death among men in the world [...].
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Affiliation(s)
- Debanjan Chakroborty
- Department of Pathology, University of South Alabama, Mobile, AL 36617, USA
- Cancer Biology Program, Mitchell Cancer Institute, University of South Alabama, Mobile, AL 36604, USA
- Department of Biochemistry and Molecular Biology, University of South Alabama, Mobile, AL 36688, USA
| | - Ajay Pratap Singh
- Department of Pathology, University of South Alabama, Mobile, AL 36617, USA
- Cancer Biology Program, Mitchell Cancer Institute, University of South Alabama, Mobile, AL 36604, USA
- Department of Biochemistry and Molecular Biology, University of South Alabama, Mobile, AL 36688, USA
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3
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The promising role of new molecular biomarkers in prostate cancer: from coding and non-coding genes to artificial intelligence approaches. Prostate Cancer Prostatic Dis 2022; 25:431-443. [PMID: 35422101 PMCID: PMC9385485 DOI: 10.1038/s41391-022-00537-2] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 03/24/2022] [Accepted: 03/30/2022] [Indexed: 12/15/2022]
Abstract
Background Risk stratification or progression in prostate cancer is performed with the support of clinical-pathological data such as the sum of the Gleason score and serum levels PSA. For several decades, methods aimed at the early detection of prostate cancer have included the determination of PSA serum levels. The aim of this systematic review is to provide an overview about recent advances in the discovery of new molecular biomarkers through transcriptomics, genomics and artificial intelligence that are expected to improve clinical management of the prostate cancer patient. Methods An exhaustive search was conducted by Pubmed, Google Scholar and Connected Papers using keywords relating to the genetics, genomics and artificial intelligence in prostate cancer, it includes “biomarkers”, “non-coding RNAs”, “lncRNAs”, “microRNAs”, “repetitive sequence”, “prognosis”, “prediction”, “whole-genome sequencing”, “RNA-Seq”, “transcriptome”, “machine learning”, and “deep learning”. Results New advances, including the search for changes in novel biomarkers such as mRNAs, microRNAs, lncRNAs, and repetitive sequences, are expected to contribute to an earlier and accurate diagnosis for each patient in the context of precision medicine, thus improving the prognosis and quality of life of patients. We analyze several aspects that are relevant for prostate cancer including its new molecular markers associated with diagnosis, prognosis, and prediction to therapy and how bioinformatic approaches such as machine learning and deep learning can contribute to clinic. Furthermore, we also include current techniques that will allow an earlier diagnosis, such as Spatial Transcriptomics, Exome Sequencing, and Whole-Genome Sequencing. Conclusion Transcriptomic and genomic analysis have contributed to generate knowledge in the field of prostate carcinogenesis, new information about coding and non-coding genes as biomarkers has emerged. Synergies created by the implementation of artificial intelligence to analyze and understand sequencing data have allowed the development of clinical strategies that facilitate decision-making and improve personalized management in prostate cancer.
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4
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Meehan J, Gray M, Martínez-Pérez C, Kay C, McLaren D, Turnbull AK. Tissue- and Liquid-Based Biomarkers in Prostate Cancer Precision Medicine. J Pers Med 2021; 11:jpm11070664. [PMID: 34357131 PMCID: PMC8306523 DOI: 10.3390/jpm11070664] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 07/06/2021] [Accepted: 07/13/2021] [Indexed: 12/24/2022] Open
Abstract
Worldwide, prostate cancer (PC) is the second-most-frequently diagnosed male cancer and the fifth-most-common cause of all cancer-related deaths. Suspicion of PC in a patient is largely based upon clinical signs and the use of prostate-specific antigen (PSA) levels. Although PSA levels have been criticised for a lack of specificity, leading to PC over-diagnosis, it is still the most commonly used biomarker in PC management. Unfortunately, PC is extremely heterogeneous, and it can be difficult to stratify patients whose tumours are unlikely to progress from those that are aggressive and require treatment intensification. Although PC-specific biomarker research has previously focused on disease diagnosis, there is an unmet clinical need for novel prognostic, predictive and treatment response biomarkers that can be used to provide a precision medicine approach to PC management. In particular, the identification of biomarkers at the time of screening/diagnosis that can provide an indication of disease aggressiveness is perhaps the greatest current unmet clinical need in PC management. Largely through advances in genomic and proteomic techniques, exciting pre-clinical and clinical research is continuing to identify potential tissue, blood and urine-based PC-specific biomarkers that may in the future supplement or replace current standard practices. In this review, we describe how PC-specific biomarker research is progressing, including the evolution of PSA-based tests and those novel assays that have gained clinical approval. We also describe alternative diagnostic biomarkers to PSA, in addition to biomarkers that can predict PC aggressiveness and biomarkers that can predict response to certain therapies. We believe that novel biomarker research has the potential to make significant improvements to the clinical management of this disease in the near future.
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Affiliation(s)
- James Meehan
- Translational Oncology Research Group, Institute of Genetics and Cancer, Western General Hospital, University of Edinburgh, Edinburgh EH4 2XU, UK; (C.M.-P.); (C.K.); (A.K.T.)
- Correspondence:
| | - Mark Gray
- The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Midlothian EH25 9RG, UK;
| | - Carlos Martínez-Pérez
- Translational Oncology Research Group, Institute of Genetics and Cancer, Western General Hospital, University of Edinburgh, Edinburgh EH4 2XU, UK; (C.M.-P.); (C.K.); (A.K.T.)
- Breast Cancer Now Edinburgh Research Team, Institute of Genetics and Cancer, Western General Hospital, University of Edinburgh, Edinburgh EH4 2XU, UK
| | - Charlene Kay
- Translational Oncology Research Group, Institute of Genetics and Cancer, Western General Hospital, University of Edinburgh, Edinburgh EH4 2XU, UK; (C.M.-P.); (C.K.); (A.K.T.)
- Breast Cancer Now Edinburgh Research Team, Institute of Genetics and Cancer, Western General Hospital, University of Edinburgh, Edinburgh EH4 2XU, UK
| | - Duncan McLaren
- Edinburgh Cancer Centre, Western General Hospital, NHS Lothian, Edinburgh EH4 2XU, UK;
| | - Arran K. Turnbull
- Translational Oncology Research Group, Institute of Genetics and Cancer, Western General Hospital, University of Edinburgh, Edinburgh EH4 2XU, UK; (C.M.-P.); (C.K.); (A.K.T.)
- Breast Cancer Now Edinburgh Research Team, Institute of Genetics and Cancer, Western General Hospital, University of Edinburgh, Edinburgh EH4 2XU, UK
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5
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Epstein JI, Amin MB, Fine SW, Algaba F, Aron M, Baydar DE, Beltran AL, Brimo F, Cheville JC, Colecchia M, Comperat E, da Cunha IW, Delprado W, DeMarzo AM, Giannico GA, Gordetsky JB, Guo CC, Hansel DE, Hirsch MS, Huang J, Humphrey PA, Jimenez RE, Khani F, Kong Q, Kryvenko ON, Kunju LP, Lal P, Latour M, Lotan T, Maclean F, Magi-Galluzzi C, Mehra R, Menon S, Miyamoto H, Montironi R, Netto GJ, Nguyen JK, Osunkoya AO, Parwani A, Robinson BD, Rubin MA, Shah RB, So JS, Takahashi H, Tavora F, Tretiakova MS, True L, Wobker SE, Yang XJ, Zhou M, Zynger DL, Trpkov K. The 2019 Genitourinary Pathology Society (GUPS) White Paper on Contemporary Grading of Prostate Cancer. Arch Pathol Lab Med 2021; 145:461-493. [PMID: 32589068 DOI: 10.5858/arpa.2020-0015-ra] [Citation(s) in RCA: 136] [Impact Index Per Article: 45.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/28/2020] [Indexed: 11/06/2022]
Abstract
CONTEXT.— Controversies and uncertainty persist in prostate cancer grading. OBJECTIVE.— To update grading recommendations. DATA SOURCES.— Critical review of the literature along with pathology and clinician surveys. CONCLUSIONS.— Percent Gleason pattern 4 (%GP4) is as follows: (1) report %GP4 in needle biopsy with Grade Groups (GrGp) 2 and 3, and in needle biopsy on other parts (jars) of lower grade in cases with at least 1 part showing Gleason score (GS) 4 + 4 = 8; and (2) report %GP4: less than 5% or less than 10% and 10% increments thereafter. Tertiary grade patterns are as follows: (1) replace "tertiary grade pattern" in radical prostatectomy (RP) with "minor tertiary pattern 5 (TP5)," and only use in RP with GrGp 2 or 3 with less than 5% Gleason pattern 5; and (2) minor TP5 is noted along with the GS, with the GrGp based on the GS. Global score and magnetic resonance imaging (MRI)-targeted biopsies are as follows: (1) when multiple undesignated cores are taken from a single MRI-targeted lesion, an overall grade for that lesion is given as if all the involved cores were one long core; and (2) if providing a global score, when different scores are found in the standard and the MRI-targeted biopsy, give a single global score (factoring both the systematic standard and the MRI-targeted positive cores). Grade Groups are as follows: (1) Grade Groups (GrGp) is the terminology adopted by major world organizations; and (2) retain GS 3 + 5 = 8 in GrGp 4. Cribriform carcinoma is as follows: (1) report the presence or absence of cribriform glands in biopsy and RP with Gleason pattern 4 carcinoma. Intraductal carcinoma (IDC-P) is as follows: (1) report IDC-P in biopsy and RP; (2) use criteria based on dense cribriform glands (>50% of the gland is composed of epithelium relative to luminal spaces) and/or solid nests and/or marked pleomorphism/necrosis; (3) it is not necessary to perform basal cell immunostains on biopsy and RP to identify IDC-P if the results would not change the overall (highest) GS/GrGp part per case; (4) do not include IDC-P in determining the final GS/GrGp on biopsy and/or RP; and (5) "atypical intraductal proliferation (AIP)" is preferred for an intraductal proliferation of prostatic secretory cells which shows a greater degree of architectural complexity and/or cytological atypia than typical high-grade prostatic intraepithelial neoplasia, yet falling short of the strict diagnostic threshold for IDC-P. Molecular testing is as follows: (1) Ki67 is not ready for routine clinical use; (2) additional studies of active surveillance cohorts are needed to establish the utility of PTEN in this setting; and (3) dedicated studies of RNA-based assays in active surveillance populations are needed to substantiate the utility of these expensive tests in this setting. Artificial intelligence and novel grading schema are as follows: (1) incorporating reactive stromal grade, percent GP4, minor tertiary GP5, and cribriform/intraductal carcinoma are not ready for adoption in current practice.
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Affiliation(s)
- Jonathan I Epstein
- From the Departments of Pathology (Epstein, DeMarzo, Lotan), McGill University Health Center, Montréal, Quebec, Canada.,Urology (Epstein), David Geffen School of Medicine at UCLA, Los Angeles, California (Huang).,and Oncology (Epstein), The Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Mahul B Amin
- Department of Pathology and Laboratory Medicine and Urology, University of Tennessee Health Science, Memphis (Amin)
| | - Samson W Fine
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York (Fine)
| | - Ferran Algaba
- Department of Pathology, Fundacio Puigvert, Barcelona, Spain (Algaba)
| | - Manju Aron
- Department of Pathology, University of Southern California, Los Angeles (Aron)
| | - Dilek E Baydar
- Department of Pathology, Faculty of Medicine, Koç University, İstanbul, Turkey (Baydar)
| | - Antonio Lopez Beltran
- Department of Pathology, Champalimaud Centre for the Unknown, Lisbon, Portugal (Beltran)
| | - Fadi Brimo
- Department of Pathology, McGill University Health Center, Montréal, Quebec, Canada (Brimo)
| | - John C Cheville
- Department of Pathology, Mayo Clinic, Rochester, Minnesota (Cheville, Jimenez)
| | - Maurizio Colecchia
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy (Colecchia)
| | - Eva Comperat
- Department of Pathology, Hôpital Tenon, Sorbonne University, Paris, France (Comperat)
| | | | | | - Angelo M DeMarzo
- From the Departments of Pathology (Epstein, DeMarzo, Lotan), McGill University Health Center, Montréal, Quebec, Canada
| | - Giovanna A Giannico
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee (Giannico, Gordetsky)
| | - Jennifer B Gordetsky
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee (Giannico, Gordetsky)
| | - Charles C Guo
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston (Guo)
| | - Donna E Hansel
- Department of Pathology, Oregon Health and Science University, Portland (Hansel)
| | - Michelle S Hirsch
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts (Hirsch)
| | - Jiaoti Huang
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California (Huang)
| | - Peter A Humphrey
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut (Humphrey)
| | - Rafael E Jimenez
- Department of Pathology, Mayo Clinic, Rochester, Minnesota (Cheville, Jimenez)
| | - Francesca Khani
- Department of Pathology and Laboratory Medicine and Urology, Weill Cornell Medicine, New York, New York (Khani, Robinson)
| | - Qingnuan Kong
- Department of Pathology, Qingdao Municipal Hospital, Qingdao, Shandong, China (Kong).,Kong is currently located at Kaiser Permanente Sacramento Medical Center, Sacramento, California
| | - Oleksandr N Kryvenko
- Departments of Pathology and Laboratory Medicine and Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida (Kryvenko)
| | - L Priya Kunju
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan (Kunju, Mehra)
| | - Priti Lal
- Perelman School of Medicine, University of Pennsylvania, Philadelphia (Lal)
| | - Mathieu Latour
- Department of Pathology, CHUM, Université de Montréal, Montréal, Quebec, Canada (Latour)
| | - Tamara Lotan
- From the Departments of Pathology (Epstein, DeMarzo, Lotan), McGill University Health Center, Montréal, Quebec, Canada
| | - Fiona Maclean
- Douglass Hanly Moir Pathology, Faculty of Medicine and Health Sciences Macquarie University, North Ryde, Australia (Maclean)
| | - Cristina Magi-Galluzzi
- Department of Pathology, The University of Alabama at Birmingham, Birmingham (Magi-Galluzzi, Netto)
| | - Rohit Mehra
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan (Kunju, Mehra)
| | - Santosh Menon
- Department of Surgical Pathology, Tata Memorial Hospital, Parel, Mumbai, India (Menon)
| | - Hiroshi Miyamoto
- Departments of Pathology and Laboratory Medicine and Urology, University of Rochester Medical Center, Rochester, New York (Miyamoto)
| | - Rodolfo Montironi
- Section of Pathological Anatomy, School of Medicine, Polytechnic University of the Marche Region, United Hospitals, Ancona, Italy (Montironi)
| | - George J Netto
- Department of Pathology, The University of Alabama at Birmingham, Birmingham (Magi-Galluzzi, Netto)
| | - Jane K Nguyen
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, Ohio (Nguyen)
| | - Adeboye O Osunkoya
- Department of Pathology, Emory University School of Medicine, Atlanta, Georgia (Osunkoya)
| | - Anil Parwani
- Department of Pathology, Ohio State University, Columbus (Parwani, Zynger)
| | - Brian D Robinson
- Department of Pathology and Laboratory Medicine and Urology, Weill Cornell Medicine, New York, New York (Khani, Robinson)
| | - Mark A Rubin
- Department for BioMedical Research, University of Bern, Bern, Switzerland (Rubin)
| | - Rajal B Shah
- Department of Pathology, The University of Texas Southwestern Medical Center, Dallas (Shah)
| | - Jeffrey S So
- Institute of Pathology, St Luke's Medical Center, Quezon City and Global City, Philippines (So)
| | - Hiroyuki Takahashi
- Department of Pathology, The Jikei University School of Medicine, Tokyo, Japan (Takahashi)
| | - Fabio Tavora
- Argos Laboratory, Federal University of Ceara, Fortaleza, Brazil (Tavora)
| | - Maria S Tretiakova
- Department of Pathology, University of Washington School of Medicine, Seattle (Tretiakova, True)
| | - Lawrence True
- Department of Pathology, University of Washington School of Medicine, Seattle (Tretiakova, True)
| | - Sara E Wobker
- Departments of Pathology and Laboratory Medicine and Urology, University of North Carolina, Chapel Hill (Wobker)
| | - Ximing J Yang
- Department of Pathology, Northwestern University, Chicago, Illinois (Yang)
| | - Ming Zhou
- Department of Pathology, Tufts Medical Center, Boston, Massachusetts (Zhou)
| | - Debra L Zynger
- Department of Pathology, Ohio State University, Columbus (Parwani, Zynger)
| | - Kiril Trpkov
- and Department of Pathology and Laboratory Medicine, University of Calgary, Calgary, Alberta, Canada (Trpkov)
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6
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Carneiro A, Barbosa ÁRG, Takemura LS, Kayano PP, Moran NKS, Chen CK, Wroclawski ML, Lemos GC, da Cunha IW, Obara MT, Tobias-Machado M, Sowalsky AG, Bianco B. The Role of Immunohistochemical Analysis as a Tool for the Diagnosis, Prognostic Evaluation and Treatment of Prostate Cancer: A Systematic Review of the Literature. Front Oncol 2018; 8:377. [PMID: 30280090 PMCID: PMC6153326 DOI: 10.3389/fonc.2018.00377] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Accepted: 08/23/2018] [Indexed: 12/12/2022] Open
Abstract
Background: Prostate cancer (PCa) is a heterogeneous disease that lends itself toward numerous therapeutic options depending on its risk stratification. One of the greatest challenges in PCa urologic practice is to select patients who should be referred for biopsy and, for those patients who are diagnosed with cancer, to differentiate between patients with indolent disease from those with an unfavorable prognosis and, to determine ideal patient management and avoid unnecessary interventions. Accordingly, there is a growing body of literature reporting immunohistochemical studies with the objective of determining a prostate cancer prognosis. Among the most frequent biomarkers studied are Ki-67, p53, PTEN, MYC, and ERG. Based on these findings, we systematically reviewed articles that assessed the role of these main prognostic markers in prostate cancer. Methods: Consistent with PRISMA guidelines, we performed a systematic literature search throughout the Web of Science and PubMed Medline databases. We considered all types of studies evaluating the role of Ki-67, p53, PTEN, MYC, and ERG immunohistochemical analysis in prostate cancer until July 2017. Results: We identified 361 articles, 44 of which were summarized in this review. Diagnostically, no single immunohistochemical marker was able to define a tumor as benign or malignant. Prognostically, Ki-67, p53, and MYC were related to the tumor grade given by Gleason score and to the tumor stage (higher levels related to higher tumor grade). Furthermore, Ki-67 was also related to higher PSA levels, shorter disease-free intervals and shorter tumor-specific survival; the latter was also related to p53. The loss of PTEN protein expression showed a higher association with biochemical recurrence and with a worse prognosis, beyond that predicted by the Gleason score and tumor stage. ERG staining also showed a strong association with biochemical recurrence. Conclusion: There are several studies relating immunohistochemical markers with clinical-laboratorial outcomes in prostate cancer, the most frequent being Ki-67, p53, ERG, PTEN, and MYC. However, none of these markers have been validated by literary consensus to be routinely applied in medical practice.
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Affiliation(s)
- Arie Carneiro
- Department of Urology, Hospital Israelita Albert Einstein, São Paulo, Brazil.,Department of Pathology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | | | | | | | | | - Carolina Ko Chen
- Department of Urology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Marcelo Langer Wroclawski
- Department of Urology, Hospital Israelita Albert Einstein, São Paulo, Brazil.,Department of Pathology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | | | | | - Marcos Takeo Obara
- Department of Pathology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | | | - Adam G Sowalsky
- Laboratory of Genitourinary Cancer Pathogenesis, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - Bianca Bianco
- Human Reproduction and Genetics Center, Faculdade de Medicina do ABC, Santo André, Brazil
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7
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Carneiro A, Priante Kayano P, Gomes Barbosa ÁR, Langer Wroclawski M, Ko Chen C, Cavlini GC, Reche GJ, Sanchez-Salas R, Tobias-Machado M, Sowalsky AG, Bianco B. Are localized prostate cancer biomarkers useful in the clinical practice? Tumour Biol 2018; 40:1010428318799255. [PMID: 30204063 PMCID: PMC6602068 DOI: 10.1177/1010428318799255] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Prostate cancer presents itself in a heterogeneous way with both aggressive and indolent forms. Despite the controversy
surrounding its use, prostate-specific antigen screening ultimately leads to a greater number of diagnosed patients. One of the
biggest challenges in clinical practice is to select the right patients for biopsy and, among diagnosed patients, to differentiate
tumors with an indolent course from those with an unfavorable prognosis, in order to determine the best therapeutic decision for
each case, avoiding unnecessary interventions. Currently, several types of biomarkers are available for clinical use in patients
with prostate cancer, which include blood-based (prostate-specific antigen, Prostate Health Index®, 4K score®);
urine sample-based (PCA3, SelectMDx®, ExoDx Prostate IntelliScore®); and biopsy, transurethral resection, or radical
prostatectomy tissue-based (ConfirmMDx®, Oncotype®, Prolaris®, Decipher®). The aim of this review is
to provide an overview of the current state of evidence and to highlight recent advances in the evaluation and diagnosis of
prostate cancer, with emphasis on biomarkers related to diagnosis and to prognostic evaluation of localized prostate cancer.
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Affiliation(s)
- Arie Carneiro
- 1 Discipline of Urology, Department of Surgery, Faculdade de Medicina do ABC, São Paulo, Brazil.,2 Discipline of Urology, Department of Surgery, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Paulo Priante Kayano
- 2 Discipline of Urology, Department of Surgery, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Álan Roger Gomes Barbosa
- 2 Discipline of Urology, Department of Surgery, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Marcelo Langer Wroclawski
- 1 Discipline of Urology, Department of Surgery, Faculdade de Medicina do ABC, São Paulo, Brazil.,2 Discipline of Urology, Department of Surgery, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Carolina Ko Chen
- 2 Discipline of Urology, Department of Surgery, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Giulio Costa Cavlini
- 1 Discipline of Urology, Department of Surgery, Faculdade de Medicina do ABC, São Paulo, Brazil
| | - Guilherme Jose Reche
- 1 Discipline of Urology, Department of Surgery, Faculdade de Medicina do ABC, São Paulo, Brazil
| | | | - Marcos Tobias-Machado
- 1 Discipline of Urology, Department of Surgery, Faculdade de Medicina do ABC, São Paulo, Brazil
| | - Adam G Sowalsky
- 4 Laboratory of Genitourinary Cancer Pathogenesis, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Bianca Bianco
- 5 Center for Human Reproduction and Genetics, Department of Collective Health, Faculdade de Medicina do ABC, São Paulo, Brazil
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8
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Jalón Monzón A, Alvarez Múgica M, Jalón Monzón M, Escaf Barmadah S. [What primary care physicians should know about new markers in prostate cancer]. Semergen 2018; 44:430-438. [PMID: 30049576 DOI: 10.1016/j.semerg.2017.12.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 11/14/2017] [Accepted: 12/14/2017] [Indexed: 11/16/2022]
Abstract
The use of prostate-specific antigen as a diagnostic tool in the screening of prostate cancer is reflected in an increase in the incidence, an increase in diagnosis at initial stages, and an increase in radical therapies, even at the expense of over-treatment in some cases. It is known from the data collected in the literature that not every patient with high prostate-specific antigen needs a biopsy, and that not every patient diagnosed with prostate cancer needs treatment. With the new emerging prostate markers, we will try to improve the specificity of prostate-specific antigen in the grey area (4-10 ng/ml) should be improved. This should avoid unnecessary biopsies. The sensitivity in the detection of significant prostate cancer with low prostate-specific antigen should also be improved in an attempt to reduce the risk of over-treatment. On the other hand, prognostic biomarkers with genomic tests will help to choose the best therapeutic option for the patient.
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Affiliation(s)
- A Jalón Monzón
- Servicio de Urología, Hospital Universitario Central de Asturias (HUCA), Oviedo (Asturias), España.
| | - M Alvarez Múgica
- Servicio de Urología, Hospital Valle del Nalón, Langreo (Asturias), España
| | | | - S Escaf Barmadah
- Servicio de Urología, Hospital Universitario Central de Asturias (HUCA), Oviedo (Asturias), España
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9
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Comparison of cell cycle progression score with two immunohistochemical markers (PTEN and Ki-67) for predicting outcome in prostate cancer after radical prostatectomy. World J Urol 2018; 36:1495-1500. [PMID: 29679140 DOI: 10.1007/s00345-018-2290-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2017] [Accepted: 04/05/2018] [Indexed: 01/29/2023] Open
Abstract
PURPOSE Previous studies of the cell cycle progression (CCP) score in surgical specimens of prostate cancer (PCa) in patients treated by radical prostatectomy (RP) demonstrated significant association with time to biochemical recurrence (BCR). In this study, we compared the ability of the CCP score and the expression of PTEN or Ki-67 to predict BCR in a cohort of patients treated by RP. Finally, we constructed the best predictive model for BCR, incorporating biomarkers and relevant clinical variables. MATERIALS AND METHODS The study population consisted of 652 PCa patients enrolled in a retrospective cohort and who had RP surgery in French urological centers from 2000 to 2007. RESULTS Among the 652 patients with CCP scores and complete clinical data, BCR events occurred in 41%, and the median time from surgery to the last follow-up among BCR-free patients was 72 months. In univariate Cox analysis, the continuous CCP score and positive Ki-67 predicted recurrence with a HR of 1.44 (95% CI 1.17-1.75; p = 5.3 × 10-4) and 1.89 (95% CI 1.38-2.57; p = 1.6 × 10-4), respectively. In contrast, PTEN expression was not associated with BCR risk. Of the three biomarkers, only the CCP score remained significantly associated in a multivariable Cox model (p = 0.026). The best model incorporated CAPRA-S and CCP scores as predictors, with HRs of 1.32 and 1.24, respectively. CONCLUSION The CCP score was superior to the two IHC markers (PTEN and Ki-67) for predicting outcome in PCa after RP.
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TARGETED PREVENTION OF THE PROSTATE CANCER: FOCUS ON THE CHEMOPREVENTION AGENT AND GROUP OF PATIENTS. WORLD OF MEDICINE AND BIOLOGY 2018. [DOI: 10.26724/2079-8334-2018-4-66-67-70] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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11
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Olkhov-Mitsel E, Siadat F, Kron K, Liu L, Savio AJ, Trachtenberg J, Fleshner N, van der Kwast T, Bapat B. Distinct DNA methylation alterations are associated with cribriform architecture and intraductal carcinoma in Gleason pattern 4 prostate tumors. Oncol Lett 2017; 14:390-396. [PMID: 28693181 DOI: 10.3892/ol.2017.6140] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2016] [Accepted: 02/23/2017] [Indexed: 12/20/2022] Open
Abstract
The aim of the present study was to explore DNA methylation aberrations in association with cribriform architecture and intraductal carcinoma (IDC) of the prostate, as there is robust evidence that these morphological features are associated with aggressive disease and have significant clinical implications. Herein, the associations of a panel of seven known prognostic DNA methylation biomarkers with cribriform and IDC features were examined in a series of 91 Gleason pattern (GP) 4 tumors derived from Gleason score 7 radical prostatectomies. Gene specific DNA methylation was compared between cribriform and/or IDC positive vs. negative cases, and in association with clinicopathological features, using Chi square and Mann-Whitney U tests. DNA methylation of the adenomatous polyposis coli, Ras association domain family member 1 and T-box 15 genes was significantly elevated in GP4 tumors with cribriform and/or IDC features compared with negative cases (P=0.045, P=0.007 and P=0.013, respectively). To the best of our knowledge, this provides the first evidence for an association between cribriform and/or IDC and methylation biomarkers, and warrants further investigation of additional DNA methylation events in association with various architectural patterns in prostate cancer.
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Affiliation(s)
- Ekaterina Olkhov-Mitsel
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON M5T3L9, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S1A1, Canada
| | - Farshid Siadat
- Department of Anatomical Pathology, Royal Alexandra Hospital, Edmonton, AB T5H3V9, Canada
| | - Ken Kron
- Ontario Cancer Institute, Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G0A3, Canada
| | - Liyang Liu
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON M5T3L9, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S1A1, Canada
| | - Andrea J Savio
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON M5T3L9, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S1A1, Canada
| | - John Trachtenberg
- Division of Urology, Department of Surgical Oncology, University Health Network, University of Toronto, Toronto, ON M5G2M9, Canada
| | - Neil Fleshner
- Division of Urology, Department of Surgical Oncology, University Health Network, University of Toronto, Toronto, ON M5G2M9, Canada
| | - Theodorus van der Kwast
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S1A1, Canada.,Department of Pathology, University Health Network, Toronto, ON M5G2C4, Canada
| | - Bharati Bapat
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON M5T3L9, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S1A1, Canada.,Department of Pathology, University Health Network, Toronto, ON M5G2C4, Canada
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12
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Meaburn KJ. Spatial Genome Organization and Its Emerging Role as a Potential Diagnosis Tool. Front Genet 2016; 7:134. [PMID: 27507988 PMCID: PMC4961005 DOI: 10.3389/fgene.2016.00134] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2016] [Accepted: 07/13/2016] [Indexed: 12/12/2022] Open
Abstract
In eukaryotic cells the genome is highly spatially organized. Functional relevance of higher order genome organization is implied by the fact that specific genes, and even whole chromosomes, alter spatial position in concert with functional changes within the nucleus, for example with modifications to chromatin or transcription. The exact molecular pathways that regulate spatial genome organization and the full implication to the cell of such an organization remain to be determined. However, there is a growing realization that the spatial organization of the genome can be used as a marker of disease. While global genome organization patterns remain largely conserved in disease, some genes and chromosomes occupy distinct nuclear positions in diseased cells compared to their normal counterparts, with the patterns of reorganization differing between diseases. Importantly, mapping the spatial positioning patterns of specific genomic loci can distinguish cancerous tissue from benign with high accuracy. Genome positioning is an attractive novel biomarker since additional quantitative biomarkers are urgently required in many cancer types. Current diagnostic techniques are often subjective and generally lack the ability to identify aggressive cancer from indolent, which can lead to over- or under-treatment of patients. Proof-of-principle for the use of genome positioning as a diagnostic tool has been provided based on small scale retrospective studies. Future large-scale studies are required to assess the feasibility of bringing spatial genome organization-based diagnostics to the clinical setting and to determine if the positioning patterns of specific loci can be useful biomarkers for cancer prognosis. Since spatial reorganization of the genome has been identified in multiple human diseases, it is likely that spatial genome positioning patterns as a diagnostic biomarker may be applied to many diseases.
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Affiliation(s)
- Karen J. Meaburn
- Cell Biology of Genomes Group, National Cancer Institute, National Institutes of HealthBethesda, MD, USA
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13
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Quantitative Multiparametric MRI Features and PTEN Expression of Peripheral Zone Prostate Cancer: A Pilot Study. AJR Am J Roentgenol 2016; 206:559-65. [PMID: 26901012 DOI: 10.2214/ajr.15.14967] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE The objective of our study was to investigate associations between quantitative image features of multiparametric MRI of the prostate and PTEN expression of peripheral zone prostate cancer. MATERIALS AND METHODS A total of 45 peripheral zone cancer foci from 30 patients who had undergone multiparametric prostate MRI before prostatectomy were identified by a genitourinary pathologist and a radiologist who reviewed histologic findings and MR images. Histologic sections of cancer foci underwent immunohistochemical analysis and were scored according to the percentage of tumor-positive cells expressing PTEN as negative (0-20%), mixed (20-80%), or positive (80-100%). Average and 10th percentile apparent diffusion coefficient (ADC) values, skewness of T2-weighted signal intensity histogram, and quantitative perfusion parameters (i.e., forward volume transfer constant [K(trans)], extravascular extracellular volume fraction [ve], and reverse reflux rate constant between the extracellular space and plasma [k(ep)]) from the Tofts model were calculated for each cancer focus. Associations between the quantitative image features and PTEN expression were analyzed with the Spearman rank correlation coefficient (r). RESULTS Analysis of the 45 cancer foci revealed that 21 (47%) were PTEN-positive, 12 (27%) were PTEN-negative, and 12 (27%) were mixed. There was a weak but significant negative correlation between Gleason score and PTEN expression (r = -0.30, p = 0.04) and between k(ep) and PTEN expression (r = -0.35, p = 0.02). There was no significant correlation between other multiparametric MRI features and PTEN expression. CONCLUSION This preliminary study of radiogenomics of peripheral zone prostate cancer revealed weak-but significant-associations between the quantitative dynamic contrast-enhanced MRI feature k(ep) and Gleason score with PTEN expression. These findings warrant further investigation and validation with the aim of using multiparametric MRI to improve risk assessment of patients with prostate cancer.
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14
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Tretiakova MS, Wei W, Boyer HD, Newcomb LF, Hawley S, Auman H, Vakar-Lopez F, McKenney JK, Fazli L, Simko J, Troyer DA, Hurtado-Coll A, Thompson IM, Carroll PR, Ellis WJ, Gleave ME, Nelson PS, Lin DW, True LD, Feng Z, Brooks JD. Prognostic value of Ki67 in localized prostate carcinoma: a multi-institutional study of >1000 prostatectomies. Prostate Cancer Prostatic Dis 2016; 19:264-70. [PMID: 27136741 DOI: 10.1038/pcan.2016.12] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Revised: 02/17/2016] [Accepted: 03/08/2016] [Indexed: 01/07/2023]
Abstract
BACKGROUND Expanding interest in and use of active surveillance for early state prostate cancer (PC) has increased need for prognostic biomarkers. Using a multi-institutional tissue microarray resource including over 1000 radical prostatectomy samples, we sought to correlate Ki67 expression captured by an automated image analysis system with clinicopathological features and validate its utility as a clinical grade test in predicting cancer-specific outcomes. METHODS After immunostaining, the Ki67 proliferation index (PI) of tumor areas of each core (three cancer cores/case) was analyzed using a nuclear quantification algorithm (Aperio). We assessed whether Ki67 PI was associated with clinicopathological factors and recurrence-free survival (RFS) including biochemical recurrence, metastasis or PC death (7-year median follow-up). RESULTS In 1004 PCs (∼4000 tissue cores) Ki67 PI showed significantly higher inter-tumor (0.68) than intra-tumor variation (0.39). Ki67 PI was associated with stage (P<0.0001), seminal vesicle invasion (SVI, P=0.02), extracapsular extension (ECE, P<0.0001) and Gleason score (GS, P<0.0001). Ki67 PI as a continuous variable significantly correlated with recurrence-free, overall and disease-specific survival by multivariable Cox proportional hazard model (hazards ratio (HR)=1.04-1.1, P=0.02-0.0008). High Ki67 score (defined as ⩾5%) was significantly associated with worse RFS (HR=1.47, P=0.0007) and worse overall survival (HR=2.03, P=0.03). CONCLUSIONS In localized PC treated by radical prostatectomy, higher Ki67 PI assessed using a clinical grade automated algorithm is strongly associated with a higher GS, stage, SVI and ECE and greater probability of recurrence.
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Affiliation(s)
| | - W Wei
- MD Anderson Cancer Center, Houston, TX, USA
| | - H D Boyer
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - L F Newcomb
- University of Washington, Seattle, WA, USA.,Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - S Hawley
- Canary Foundation, Redwood City, CA, USA
| | - H Auman
- Canary Foundation, Redwood City, CA, USA
| | | | | | - L Fazli
- University of British Columbia, Vancouver, BC, Canada
| | - J Simko
- University of California at San Francisco, CA, USA
| | - D A Troyer
- Eastern Virginia Medical School, Norfolk, VA, USA
| | | | - I M Thompson
- University of Texas Health Sciences Center at San Antonio, TX, USA
| | - P R Carroll
- University of California at San Francisco, CA, USA
| | - W J Ellis
- University of Washington, Seattle, WA, USA.,Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - M E Gleave
- University of British Columbia, Vancouver, BC, Canada
| | - P S Nelson
- University of Washington, Seattle, WA, USA.,Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - D W Lin
- University of Washington, Seattle, WA, USA.,Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - L D True
- University of Washington, Seattle, WA, USA
| | - Z Feng
- MD Anderson Cancer Center, Houston, TX, USA
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15
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Bosland MC. Is There a Future for Chemoprevention of Prostate Cancer? Cancer Prev Res (Phila) 2016; 9:642-7. [PMID: 27099271 DOI: 10.1158/1940-6207.capr-16-0088] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2016] [Accepted: 04/12/2016] [Indexed: 01/08/2023]
Abstract
The outcome of the Selenium and Vitamin E Cancer Prevention Trial, demonstrating harm and no preventive activity of selenomethionine and α-tocopherol for prostate cancer, and the lack of approval by the FDA for the use of 5α-reductase inhibitors to prevent prostate cancer have cast doubt about the future of chemoprevention of prostate cancer. This article attempts to critically assess whether the notion that chemoprevention of prostate cancer has no future is warranted. Risk of prostate cancer is modifiable and chemoprevention of prostate cancer, particularly fatal/lethal cancer, is both needed and possible. However, the approach to prostate cancer-chemopreventive agent development has not followed a rational and systematic process. To make progress, the following steps are necessary: (i) identification of intermediate biomarkers predictive of fatal/lethal disease; (ii) development of a rational approach to identification of candidate agents, including high-throughput screening and generation of information on mechanism and biology of candidate agents and potential molecular targets; and (iii) systematic evaluation of the predictive value of preclinical models, phase II trials, and intermediate biomarkers for the outcome of phase III trials. New phase III trials should be based on adequate preclinical and phase II studies. Cancer Prev Res; 9(8); 642-7. ©2016 AACR.
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Affiliation(s)
- Maarten C Bosland
- Department of Pathology, University of Illinois at Chicago, Chicago, Illinois.
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16
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Prognostic value of ERG, PTEN, CRISP3 and SPINK1 in predicting biochemical recurrence in prostate cancer. Oncol Lett 2016; 11:3621-3630. [PMID: 27284364 PMCID: PMC4887942 DOI: 10.3892/ol.2016.4459] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Accepted: 03/15/2016] [Indexed: 11/18/2022] Open
Abstract
The established prognostic factors associated with prostatic adenocarcinoma are the Gleason score, pathological T staging and serum prostatic-specific antigen (PSA) level. However, these prognostic factors alone are not sufficient for predicting prognostic characteristics, including early stage or advanced prostate cancer, presence of metastasis or disease-related mortality. The purpose of the present study was to simultaneously evaluate the prognostic value and associations of four biomarkers, namely, transcriptional regulator ERG (ERG), phosphatase and tensin homolog (PTEN), cysteine-rich secretory protein 3 (CRISP3) and serine protease inhibitor Kazal type I (SPINK1), and to conduct risk stratification of prostate cancer for use in patient management. A total of 68 formalin-fixed, paraffin-embedded, prostate cancer samples from radical prostatectomies were obtained in the Kyung Hee University Hospital (Seoul, Korea) and were studied immunohistochemically for ERG, PTEN, CRISP3 and SPINK1 to determine the proportion and intensity of staining. SPINK1 expression was mutually exclusive of ERG expression (P=0.001). The loss of PTEN and high CRISP3 expression are unfavorable indicators for prostate cancer, as PTEN loss was associated with shorter biochemical recurrence (BCR) (P=0.039), and high CRISP3 expression was associated with increased BCR (P<0.001) and cancer-related mortalities (P=0.011). Using the combination of low PTEN and high CRISP3 expression enables attention to be focused on patients who exhibit a poor prognosis. Subgrouping of patients, into high-risk and low-risk categories, was correlated with BCR-free survival in prostate cancer upon multivariate analysis (P=0.030). Overall, low PTEN and high CRISP3 expression significantly characterize the subgroups of prostate cancer that have a poor prognosis for BCR.
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17
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Histopathology-derived modeling of prostate cancer tumor control probability: Implications for the dose to the tumor and the gland. Radiother Oncol 2016; 119:97-103. [DOI: 10.1016/j.radonc.2016.02.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Revised: 01/27/2016] [Accepted: 02/04/2016] [Indexed: 11/22/2022]
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18
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Wang Z, Wu L, Tong S, Hu X, Zu X, Li Y, He W, Liu L, Chen M, Qi L. Resveratrol suppresses the epithelial-to-mesenchymal transition in PC-3 cells by down-regulating the PI3K/AKT signaling pathway. Anim Cells Syst (Seoul) 2016. [DOI: 10.1080/19768354.2016.1150344] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
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19
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20
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Differentially Expressed Genes and Signature Pathways of Human Prostate Cancer. PLoS One 2015; 10:e0145322. [PMID: 26683658 PMCID: PMC4687717 DOI: 10.1371/journal.pone.0145322] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 12/02/2015] [Indexed: 11/30/2022] Open
Abstract
Genomic technologies including microarrays and next-generation sequencing have enabled the generation of molecular signatures of prostate cancer. Lists of differentially expressed genes between malignant and non-malignant states are thought to be fertile sources of putative prostate cancer biomarkers. However such lists of differentially expressed genes can be highly variable for multiple reasons. As such, looking at differential expression in the context of gene sets and pathways has been more robust. Using next-generation genome sequencing data from The Cancer Genome Atlas, differential gene expression between age- and stage- matched human prostate tumors and non-malignant samples was assessed and used to craft a pathway signature of prostate cancer. Up- and down-regulated genes were assigned to pathways composed of curated groups of related genes from multiple databases. The significance of these pathways was then evaluated according to the number of differentially expressed genes found in the pathway and their position within the pathway using Gene Set Enrichment Analysis and Signaling Pathway Impact Analysis. The “transforming growth factor-beta signaling” and “Ran regulation of mitotic spindle formation” pathways were strongly associated with prostate cancer. Several other significant pathways confirm reported findings from microarray data that suggest actin cytoskeleton regulation, cell cycle, mitogen-activated protein kinase signaling, and calcium signaling are also altered in prostate cancer. Thus we have demonstrated feasibility of pathway analysis and identified an underexplored area (Ran) for investigation in prostate cancer pathogenesis.
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21
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Prognostic relevance of proliferation markers (Ki-67, PHH3) within the cross-relation of ERG translocation and androgen receptor expression in prostate cancer. Pathology 2015; 47:629-36. [DOI: 10.1097/pat.0000000000000320] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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22
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[Analysis and prognostic factors of the specimen of radical prostatectomy in prostate cancer]. Prog Urol 2015; 25:999-1009. [PMID: 26519964 DOI: 10.1016/j.purol.2015.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2015] [Revised: 07/31/2015] [Accepted: 08/04/2015] [Indexed: 11/20/2022]
Abstract
OBJECTIVES Handling and pathologic analysis of radical prostatectomy specimens are crucial to confirm the diagnosis of prostate cancer and evaluate prognostic criteria. MATERIAL AND METHODS A systematic review of the scientific literature was performed in the Medline database (PubMed), using different associations of the following keywords: prostate cancer; prostatectomy; specimen; handling; pathology; tumor staging; Gleason score; surgical margin; prognosis; frozen section; lymph node; biomarkers. A particular search was done on specimen management and characterization of tissue prognostic factors. RESULTS Handling of both radical prostatectomy specimen and lymph node dissection is standardized according to international criteria. Although the main histoprognostic factors are still Gleason score, pathologic staging and margin status, these criteria have been refined these last 10 years, allowing to improve the prediction of relapse after surgical treatment. CONCLUSION The standardization of handling and pathology reporting of radical prostatectomy specimens will be mandatory for treatment uniformization according to risk stratification in prostate cancer and personalization of therapeutic approaches.
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23
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Leisser A, Pruscha K, Ubl P, Wadsak W, Mayerhöfer M, Mitterhauser M, Hacker M, Kramer G, Shariat S, Karanikas G, Hartenbach M, Haug AR. Evaluation of fatty acid synthase in prostate cancer recurrence: SUV of [(11) C]acetate PET as a prognostic marker. Prostate 2015; 75:1760-7. [PMID: 26282590 DOI: 10.1002/pros.23061] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2015] [Accepted: 07/28/2015] [Indexed: 11/12/2022]
Abstract
AIM High levels of fatty acid synthase have shown to correlate with the aggressiveness of prostate cancer. As [(11) C]acetate exhibits a close correlation with the level of fatty acid synthase, we aimed to assess whether the SUV in [(11) C]acetate PET serves as a suitable prognostic marker in patients with recurrent prostate cancer. MATERIALS AND METHODS In 123 consecutive patients, examined between 2010 and 2014, the maximum standardized uptake value (SUVmax) of local recurrences as well as lymph node and bone metastases was measured. Choosing the spleen as a standard for relatively high physiological uptake, a ratio of tumor to spleen uptake (SUVts) was calculated for standardizing the uptake, too. The corresponding initial Gleason scores (GS) and serum-PSA levels around the time of the performed PET/CT for each patient were retrospectively collected and PSA doubling together with PSA velocity were determined. For further analysis patients were divided with regard to their initial Gleason score (≤3 + 4 and ≥ 4 + 3). The median of PSA velocity was calculated to separate patients with a high and low PSA velocity and Mann-Whitney U or Student's t-test were used, testing for significant differences. For correlation Spearmen-Rho test was used. RESULTS PET was positive for recurrence in 82/123 patients. PSA was significantly higher in PET-positive than in negative patients (5.9 vs. 3.2 ng/ml; P = 0.006). Initial Gleason score did not differ in PET negative and positive patients (P = 0.3), whereas PSA velocity was markedly higher in PET positive patients (0.4 vs. 0.1 ng/ml/month; P = 0.01). Median SUVmax of PET positive patients was 5.23 (mean 5.78; range 0.9-16.8) and meadian SUVts was 0.78 (mean 0.84, range 0.14-2.50). SUVts was significantly higher in patients with high PSA velocity (SUVts 0.76 vs. 0.92; P = 0.009), whereas SUVmax failed statistical significance (5.4 vs. 6.3 ng/ml/month; P = 0.08). Patients with a high SUVmax proved to have a significantly higher median Gleason score compared to low uptake 8.0 vs. 7.0; P = 0.004). Vice versa both SUVmax (GS 6: 5.0; GS 7: 5.6; GS 8: 5.7; GS 9: 6.5; r = 0.30, P = 0.008) and SUVts (GS 6: 0.63; GS 7: 0.68; GS 8: 0.85; GS 9: 0.89; r = 0.30, P = 0.006) significantly correlated with Gleason score. Patients with a Gleason score ≤ 3 + 4 had a significantly lower SUVmax (4.8 vs. 5.7; P = 0.02) and SUVts (0.67 vs. 0.85; P = 0.02) as compared to a Gleason score ≥ 4 + 3. CONCLUSION [(11) C]acetate uptake demonstrated to correlate with initial Gleason score. Furthermore, patients with a high PSA velocity proved to have higher [(11) C]acetate uptake in tumor lesions.
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Affiliation(s)
- Asha Leisser
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - Konstatin Pruscha
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - Philipp Ubl
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - Wolfgang Wadsak
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - Marius Mayerhöfer
- Department of Biomedical Imaging and Image-guided Therapy, Division of General and Paediatric Radiology, Medical University of Vienna, Vienna, Austria
| | - Markus Mitterhauser
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - Marcus Hacker
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - Gero Kramer
- Department of Urology, Medical University of Vienna, Vienna, Austria
| | - Shahrokh Shariat
- Department of Urology, Medical University of Vienna, Vienna, Austria
| | - Georgios Karanikas
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - Markus Hartenbach
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - Alexander R Haug
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
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24
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Goodwin JF, Kothari V, Drake JM, Zhao S, Dylgjeri E, Dean JL, Schiewer MJ, McNair C, Jones JK, Aytes A, Magee MS, Snook AE, Zhu Z, Den RB, Birbe RC, Gomella LG, Graham NA, Vashisht AA, Wohlschlegel JA, Graeber TG, Karnes RJ, Takhar M, Davicioni E, Tomlins SA, Abate-Shen C, Sharifi N, Witte ON, Feng FY, Knudsen KE. DNA-PKcs-Mediated Transcriptional Regulation Drives Prostate Cancer Progression and Metastasis. Cancer Cell 2015; 28:97-113. [PMID: 26175416 PMCID: PMC4531387 DOI: 10.1016/j.ccell.2015.06.004] [Citation(s) in RCA: 140] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Revised: 04/02/2015] [Accepted: 06/12/2015] [Indexed: 01/06/2023]
Abstract
Emerging evidence demonstrates that the DNA repair kinase DNA-PKcs exerts divergent roles in transcriptional regulation of unsolved consequence. Here, in vitro and in vivo interrogation demonstrate that DNA-PKcs functions as a selective modulator of transcriptional networks that induce cell migration, invasion, and metastasis. Accordingly, suppression of DNA-PKcs inhibits tumor metastases. Clinical assessment revealed that DNA-PKcs is significantly elevated in advanced disease and independently predicts for metastases, recurrence, and reduced overall survival. Further investigation demonstrated that DNA-PKcs in advanced tumors is highly activated, independent of DNA damage indicators. Combined, these findings reveal unexpected DNA-PKcs functions, identify DNA-PKcs as a potent driver of tumor progression and metastases, and nominate DNA-PKcs as a therapeutic target for advanced malignancies.
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Affiliation(s)
- Jonathan F Goodwin
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Vishal Kothari
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Justin M Drake
- Departments of Microbiology, Immunology, & Molecular Genetics, UCLA, Los Angeles, CA 90095, USA
| | - Shuang Zhao
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Emanuela Dylgjeri
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Jeffry L Dean
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Matthew J Schiewer
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Christopher McNair
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Jennifer K Jones
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Alvaro Aytes
- Departments of Urology, Pathology & Cell Biology, Systems Biology, Institute for Cancer Genetics, Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY 10032, USA
| | - Michael S Magee
- Department of Pharmacology & Experimental Therapeutics, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Adam E Snook
- Department of Pharmacology & Experimental Therapeutics, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Ziqi Zhu
- Department of Cancer Biology, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Robert B Den
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA 19107, USA; Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Ruth C Birbe
- Department of Pathology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Leonard G Gomella
- Department of Urology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Nicholas A Graham
- Crump Institute for Molecular Imaging, UCLA, Los Angeles, CA 90095, USA; Department of Molecular & Medical Pharmacology, UCLA, Los Angeles, CA 90095, USA
| | - Ajay A Vashisht
- Department of Biological Chemistry, UCLA, Los Angeles, CA 90095, USA
| | | | - Thomas G Graeber
- Crump Institute for Molecular Imaging, UCLA, Los Angeles, CA 90095, USA; Department of Molecular & Medical Pharmacology, UCLA, Los Angeles, CA 90095, USA; Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA 90095, USA; California NanoSystems Institute, UCLA, Los Angeles, CA 90095, USA
| | | | | | | | - Scott A Tomlins
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Department of Urology, University of Michigan, Ann Arbor, MI 48109, USA; Comprehensive Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA
| | - Cory Abate-Shen
- Departments of Urology, Pathology & Cell Biology, Systems Biology, Institute for Cancer Genetics, Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY 10032, USA
| | - Nima Sharifi
- Department of Cancer Biology, Cleveland Clinic, Cleveland, OH 44195, USA; Department of Urology, Cleveland Clinic, Cleveland, OH 44195, USA; Solid Tumor Oncology, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Owen N Witte
- Departments of Microbiology, Immunology, & Molecular Genetics, UCLA, Los Angeles, CA 90095, USA; Department of Molecular & Medical Pharmacology, UCLA, Los Angeles, CA 90095, USA; Howard Hughes Medical Institute, UCLA, Los Angeles, CA 90095, USA; Eli & Edythe Broad Center of Regenerative Medicine and Stem Cell Research, UCLA, Los Angeles, CA 90095, USA
| | - Felix Y Feng
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Department of Radiation Oncology, University of Michigan, Ann Arbor, MI 48109, USA; Comprehensive Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA
| | - Karen E Knudsen
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; Department of Urology, Thomas Jefferson University, Philadelphia, PA 19107, USA; Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA 19107, USA; Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA.
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Murphy L, Prencipe M, Gallagher WM, Watson RW. Commercialized biomarkers: new horizons in prostate cancer diagnostics. Expert Rev Mol Diagn 2015; 15:491-503. [DOI: 10.1586/14737159.2015.1011622] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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Tolkach Y, Imkamp F, Godin K, Van Poppel H. Clinically relevant genetic characterization of prostate tumors: how close are we to the goal? Korean J Urol 2015; 56:90-8. [PMID: 25685295 PMCID: PMC4325124 DOI: 10.4111/kju.2015.56.2.90] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Accepted: 12/23/2014] [Indexed: 11/18/2022] Open
Abstract
Substantial efforts are being made in research on the molecular genetic characterization of prostate cancer. The number of fundamental research programs in prostate cancer molecular biology and genetics is overwhelming. However, a significant gap appears to exist between the huge number of studies on the genetic characterization of prostate cancer, which often have limited translation into clinical practice or simply were not conceived to be so translated, and clinical practice. From a clinical point of view, this balance should be urgently shifted towards rapid translation into urological practice. However, prostate cancer is characterized by prominent genetic heterogeneity, which could be a very difficult barrier to overcome. In this review, we discuss the possible clinical applications of scientific data from fundamental studies of prostate cancer genetics, the main problems with the translation of these data to clinics, and future perspectives.
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Affiliation(s)
- Yuri Tolkach
- Urology and Urologic Oncology Clinic, Hannover Medical School, Hannover, Germany
| | - Florian Imkamp
- Urology and Urologic Oncology Clinic, Hannover Medical School, Hannover, Germany
| | | | - Hendrik Van Poppel
- Department of Urology, University Hospitals of Catholic University of Leuven, Leuven, Belgium
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27
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Verdone JE, Parsana P, Veltri RW, Pienta KJ. Epithelial-mesenchymal transition in prostate cancer is associated with quantifiable changes in nuclear structure. Prostate 2015; 75:218-24. [PMID: 25327565 PMCID: PMC4270929 DOI: 10.1002/pros.22908] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Accepted: 08/27/2014] [Indexed: 11/06/2022]
Abstract
BACKGROUND Prostate cancer progression is concomitant with quantifiable nuclear structure and texture changes as compared to non-cancer tissue. Malignant progression is associated with an epithelial-mesenchymal transition (EMT) program whereby epithelial cancer cells take on a mesenchymal phenotype and dissociate from a tumor mass, invade, and disseminate to distant metastatic sites. The objective of this study was to determine if epithelial and mesenchymal prostate cancer cells have different nuclear morphology. METHODS Murine tibia injections of epithelial PC3 (PC3-Epi) and mesenchymal PC3 (PC3-EMT) prostate cancer cells were processed and stained with H&E. Cancer cell nuclear image data was obtained using commercially available image-processing software. Univariate and multivariate statistical analysis were used to compare the two phenotypes. Several non-parametric classifiers were constructed and permutation-tested at various training set fractions to ensure robustness of classification between PC3-Epi and PC3-EMT cells in vivo. RESULTS PC3-Epi and PC3-EMT prostate cancer cells were separable at the single cell level in murine tibia injections on the basis of nuclear structure and texture remodeling associated with an EMT. Support vector machine and multinomial logistic regression models based on nuclear architecture features yielded AUC-ROC curves of 0.95 and 0.96, respectively, in separating PC3-Epi and PC3-EMT prostate cancer cells in vivo. CONCLUSIONS Prostate cancer cells that have undergone an EMT demonstrated an altered nuclear structure. The association of nuclear changes and a mesenchymal phenotype demonstrates quantitative morphometric image analysis may be used to detect cancer cells that have undergone EMT. This morphometric measurement could provide valuable prognostic information in patients regarding the likelihood of [future] metastatic disease.
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Affiliation(s)
- James E. Verdone
- The James Buchanan Brady Urological Institute, Department of Urology, The Johns Hopkins School of Medicine
| | - Princy Parsana
- The James Buchanan Brady Urological Institute, Department of Urology, The Johns Hopkins School of Medicine
- Computer Science, Johns Hopkins University, Baltimore, MD, USA
| | - Robert W. Veltri
- The James Buchanan Brady Urological Institute, Department of Urology, The Johns Hopkins School of Medicine
| | - Kenneth J. Pienta
- The James Buchanan Brady Urological Institute, Department of Urology, The Johns Hopkins School of Medicine
- Department of Oncology, The Johns Hopkins School of Medicine
- Department of Pharmacology and Molecular Sciences, The Johns Hopkins School of Medicine
- Departments of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, USA
- Computer Science, Johns Hopkins University, Baltimore, MD, USA
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28
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Rodrigues Â, Freitas R, Nogueira-Silva P, Jerónimo C, Henrique R. Biopsy sampling and histopathological markers for diagnosis of prostate cancer. Expert Rev Anticancer Ther 2014; 14:1323-36. [PMID: 25278357 DOI: 10.1586/14737140.2014.965688] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Prostate cancer is one of the most common malignant tumors and a leading cause of cancer-related morbidity and mortality. Irrespective of the method that allows for risk stratification of prostate cancer suspects, diagnosis relies on tissue sampling through prostate biopsy and subsequent histopathological evaluation. This provides critical information about disease aggressiveness, which is required for adequate patient management. Prostate biopsy methods have significantly evolved over the years, including the definition of indications, sampling schemes and use of imaging techniques (ultrasound and MRI) that allow for more accurate tissue sampling. In response to the challenges emerging from more precise collection of minute prostate tissue samples for analysis, histopathological assessment should include not only the observation of routinely stained sections, but also, and increasingly so, a series of ancillary techniques, especially immunohistochemistry, which increment the accuracy of prostate cancer diagnosis and may provide relevant information to guide patient management.
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Affiliation(s)
- Ângelo Rodrigues
- Department of Pathology, Portuguese Oncology Institute, Rua Dr. António Bernardino Almeida, 4200-072 - Porto, Portugal
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29
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Bosman FT, True LD. Prognostic biomarkers: an introduction. Virchows Arch 2014; 464:253-6. [PMID: 24562304 DOI: 10.1007/s00428-014-1553-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2014] [Accepted: 02/06/2014] [Indexed: 12/11/2022]
Affiliation(s)
- Fred T Bosman
- Institute of Pathology, University of Lausanne Medical Center, 1011, Lausanne, Switzerland,
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