101
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Madan R, Deebajah M, Alanee S, Gupta NS, Carskadon S, Palanisamy N, Williamson SR. Prostate cancer with comedonecrosis is frequently, but not exclusively, intraductal carcinoma: a need for reappraisal of grading criteria. Histopathology 2019; 74:1081-1087. [DOI: 10.1111/his.13833] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 02/01/2019] [Indexed: 11/28/2022]
Affiliation(s)
- Raghav Madan
- Wayne State University School of Medicine Detroit MI USA
| | - Mustafa Deebajah
- Department of Urology Vattikuti Urology Institute Henry Ford Health System Detroit MI USA
| | - Shaheen Alanee
- Department of Urology Vattikuti Urology Institute Henry Ford Health System Detroit MI USA
| | - Nilesh S Gupta
- Department of Pathology and Laboratory Medicine Henry Ford Cancer Institute Henry Ford Health System Detroit MI USA
| | - Shannon Carskadon
- Department of Urology Vattikuti Urology Institute Henry Ford Health System Detroit MI USA
| | - Nallasivam Palanisamy
- Department of Urology Vattikuti Urology Institute Henry Ford Health System Detroit MI USA
| | - Sean R Williamson
- Department of Pathology and Laboratory Medicine Henry Ford Cancer Institute Henry Ford Health System Detroit MI USA
- Department of Pathology Wayne State University School of Medicine Detroit MI USA
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102
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Interplay Between SOX9, Wnt/β-Catenin and Androgen Receptor Signaling in Castration-Resistant Prostate Cancer. Int J Mol Sci 2019; 20:ijms20092066. [PMID: 31027362 PMCID: PMC6540097 DOI: 10.3390/ijms20092066] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 04/23/2019] [Accepted: 04/24/2019] [Indexed: 12/21/2022] Open
Abstract
Androgen receptor (AR) signaling plays a key role not only in the initiation of prostate cancer (PCa) but also in its transition to aggressive and invasive castration-resistant prostate cancer (CRPC). However, the crosstalk of AR with other signaling pathways contributes significantly to the emergence and growth of CRPC. Wnt/β-catenin signaling facilitates ductal morphogenesis in fetal prostate and its anomalous expression has been linked with PCa. β-catenin has also been reported to form complex with AR and thus augment AR signaling in PCa. The transcription factor SOX9 has been shown to be the driving force of aggressive and invasive PCa cells and regulate AR expression in PCa cells. Furthermore, SOX9 has also been shown to propel PCa by the reactivation of Wnt/β-catenin signaling. In this review, we discuss the critical role of SOX9/AR/Wnt/β-catenin signaling axis in the development and progression of CRPC. The phytochemicals like sulforaphane and curcumin that can concurrently target SOX9, AR and Wnt/β-catenin signaling pathways in PCa may thus be beneficial in the chemoprevention of PCa.
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103
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Barakzai MA. Prostatic Adenocarcinoma: A Grading from Gleason to the New Grade-Group System: A Historical and Critical Review. Asian Pac J Cancer Prev 2019; 20:661-666. [PMID: 30909661 PMCID: PMC6825755 DOI: 10.31557/apjcp.2019.20.3.661] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
The introduction of the Gleason grading system revolutionised prognostic parameters and determination of
patient treatment regiments for prostatic adenocarcinomas, and has become synonymous with prostate cancer, almost
universally applied in clinical settings to predict radical prostatectomy specimen findings, potential biochemical failure,
local recurrences, lymph nodes or distant metastases in patients not receiving any treatment as well as those receiving
treatment including radiation therapy, surgical treatment such as radical prostatectomy and other therapies etc,. However,
characterisation and classification of prostate cancer is very different compared to 40-50 years ago when Gleason scores
were first introduced. Despite this radical shift in classification, the Gleason system has remained one of the most
important prognostic factors in prostate cancer, only possible as a result of timely and appropriate modifications to
this characterisation system made in 2005 and 2014. However, even after these modifications, certain limitations of
the Gleason system remain, due to which a new prostate cancer prognostic grade group system was introduced in 2014,
which was widely accepted in the 2014 ISUP consensus conference, and incorporated into the WHO classification of
thetumor of the Urinary System and Male Genital Tract in 2016. Herein, this article will discuss how this new prognostic
grade group system, which is regarded as simpler and more accurate than the Gleason system risk stratification groups,
will be used in conjunction with the Gleason system to improve patient prognosis and treatment.
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104
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Gómez-Cebrián N, Rojas-Benedicto A, Albors-Vaquer A, López-Guerrero JA, Pineda-Lucena A, Puchades-Carrasco L. Metabolomics Contributions to the Discovery of Prostate Cancer Biomarkers. Metabolites 2019; 9:metabo9030048. [PMID: 30857149 PMCID: PMC6468766 DOI: 10.3390/metabo9030048] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 03/01/2019] [Accepted: 03/04/2019] [Indexed: 02/06/2023] Open
Abstract
Prostate cancer (PCa) is one of the most frequently diagnosed cancers and a leading cause of death among men worldwide. Despite extensive efforts in biomarker discovery during the last years, currently used clinical biomarkers are still lacking enough specificity and sensitivity for PCa early detection, patient prognosis, and monitoring. Therefore, more precise biomarkers are required to improve the clinical management of PCa patients. In this context, metabolomics has shown to be a promising and powerful tool to identify novel PCa biomarkers in biofluids. Thus, changes in polyamines, tricarboxylic acid (TCA) cycle, amino acids, and fatty acids metabolism have been reported in different studies analyzing PCa patients' biofluids. The review provides an up-to-date summary of the main metabolic alterations that have been described in biofluid-based studies of PCa patients, as well as a discussion regarding their potential to improve clinical PCa diagnosis and prognosis. Furthermore, a summary of the most significant findings reported in these studies and the connections and interactions between the different metabolic changes described has also been included, aiming to better describe the specific metabolic signature associated to PCa.
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Affiliation(s)
- Nuria Gómez-Cebrián
- Drug Discovery Unit, Instituto de Investigación Sanitaria La Fe, Valencia 46026, Spain.
- Joint Research Unit in Clinical Metabolomics, Centro de Investigación Príncipe Felipe/Instituto de Investigación Sanitaria La Fe, Valencia 46012, Spain.
- Laboratory of Molecular Biology, Fundación Instituto Valenciano de Oncología, Valencia 46009, Spain.
| | - Ayelén Rojas-Benedicto
- Drug Discovery Unit, Instituto de Investigación Sanitaria La Fe, Valencia 46026, Spain.
- Joint Research Unit in Clinical Metabolomics, Centro de Investigación Príncipe Felipe/Instituto de Investigación Sanitaria La Fe, Valencia 46012, Spain.
| | - Arturo Albors-Vaquer
- Drug Discovery Unit, Instituto de Investigación Sanitaria La Fe, Valencia 46026, Spain.
- Joint Research Unit in Clinical Metabolomics, Centro de Investigación Príncipe Felipe/Instituto de Investigación Sanitaria La Fe, Valencia 46012, Spain.
| | | | - Antonio Pineda-Lucena
- Drug Discovery Unit, Instituto de Investigación Sanitaria La Fe, Valencia 46026, Spain.
- Joint Research Unit in Clinical Metabolomics, Centro de Investigación Príncipe Felipe/Instituto de Investigación Sanitaria La Fe, Valencia 46012, Spain.
| | - Leonor Puchades-Carrasco
- Joint Research Unit in Clinical Metabolomics, Centro de Investigación Príncipe Felipe/Instituto de Investigación Sanitaria La Fe, Valencia 46012, Spain.
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105
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Fowke JH, Koyama T, Dai Q, Zheng SL, Xu J, Howard LE, Freedland SJ. Blood and dietary magnesium levels are not linked with lower prostate cancer risk in black or white men. Cancer Lett 2019; 449:99-105. [PMID: 30776477 DOI: 10.1016/j.canlet.2019.02.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 01/18/2019] [Accepted: 02/11/2019] [Indexed: 12/15/2022]
Abstract
Recent studies suggest a diet low in dietary magnesium intake or lower blood magnesium levels is linked with increased prostate cancer risk. This study investigates the race-specific link between blood magnesium and calcium levels, or dietary magnesium intake, and the diagnosis of low-grade and high-grade prostate cancer. The study included 637 prostate cancer cases and 715 biopsy-negative controls (50% black) recruited from Nashville, TN or Durham, NC. Blood was collected at the time of recruitment, and dietary intake was assessed by food frequency questionnaire. Percent genetic African ancestry was determined as a compliment to self-reported race. Blood magnesium levels and dietary magnesium intake were significantly lower in black compared to white men. However, magnesium levels or intake were not associated with risk of total prostate cancer or aggressive prostate cancer. Indeed, a higher calcium-to-magnesium diet intake was significantly protective for high-grade prostate cancer in black (OR = 0.66 (0.45, 0.96), p = 0.03) but not white (OR = 1.00 (0.79, 1.26), p = 0.99) men. In summary, there was a statistically significant difference in magnesium intake between black and white men, but the biological impact was unclear, and we did not confirm a lower prostate cancer risk associated with magnesium levels.
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Affiliation(s)
- Jay H Fowke
- Department of Preventive Medicine, University of Tennessee Health Science Center, TN, USA.
| | - Tatsuki Koyama
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA.
| | - Qi Dai
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
| | - S Lilly Zheng
- Program for Personalized Cancer Care, NorthShore University HealthSystem, Evanston, IL, USA.
| | - Jianfeng Xu
- Program for Personalized Cancer Care, NorthShore University HealthSystem, Evanston, IL, USA.
| | - Lauren E Howard
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA; Surgery Section, Durham VA Medical Center, Durham, NC, USA.
| | - Stephen J Freedland
- Surgery Section, Durham VA Medical Center, Durham, NC, USA; Department of Surgery, Division of Urology, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
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106
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Lawson P, Sholl AB, Brown JQ, Fasy BT, Wenk C. Persistent Homology for the Quantitative Evaluation of Architectural Features in Prostate Cancer Histology. Sci Rep 2019; 9:1139. [PMID: 30718811 PMCID: PMC6361896 DOI: 10.1038/s41598-018-36798-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Accepted: 11/27/2018] [Indexed: 12/20/2022] Open
Abstract
The current system for evaluating prostate cancer architecture is the Gleason grading system which divides the morphology of cancer into five distinct architectural patterns, labeled 1 to 5 in increasing levels of cancer aggressiveness, and generates a score by summing the labels of the two most dominant patterns. The Gleason score is currently the most powerful prognostic predictor of patient outcomes; however, it suffers from problems in reproducibility and consistency due to the high intra-observer and inter-observer variability amongst pathologists. In addition, the Gleason system lacks the granularity to address potentially prognostic architectural features beyond Gleason patterns. We evaluate prostate cancer for architectural subtypes using techniques from topological data analysis applied to prostate cancer glandular architecture. In this work we demonstrate the use of persistent homology to capture architectural features independently of Gleason patterns. Specifically, using persistent homology, we compute topological representations of purely graded prostate cancer histopathology images of Gleason patterns 3,4 and 5, and show that persistent homology is capable of clustering prostate cancer histology into architectural groups through a ranked persistence vector. Our results indicate the ability of persistent homology to cluster prostate cancer histopathology images into unique groups with dominant architectural patterns consistent with the continuum of Gleason patterns. In addition, of particular interest, is the sensitivity of persistent homology to identify specific sub-architectural groups within single Gleason patterns, suggesting that persistent homology could represent a robust quantification method for prostate cancer architecture with higher granularity than the existing semi-quantitative measures. The capability of these topological representations to segregate prostate cancer by architecture makes them an ideal candidate for use as inputs to future machine learning approaches with the intent of augmenting traditional approaches with topological features for improved diagnosis and prognosis.
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Affiliation(s)
- Peter Lawson
- Department of Biomedical Engineering, Tulane University, New Orleans, Louisiana, 70118, USA
| | - Andrew B Sholl
- Department of Pathology and Laboratory Medicine, Tulane University School of Medicine, New Orleans, Louisiana, 70118, USA
| | - J Quincy Brown
- Department of Biomedical Engineering, Tulane University, New Orleans, Louisiana, 70118, USA.
| | - Brittany Terese Fasy
- School of Computing and Department of Mathematical Sciences, Montana State University, Bozeman, Montana, 59717, USA.
| | - Carola Wenk
- Department of Computer Science, Tulane University, New Orleans, Louisiana, 70118, USA.
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107
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Elfandy H, Armenia J, Pederzoli F, Pullman E, Pertega-Gomes N, Schultz N, Viswanathan K, Vosoughi A, Blattner M, Stopsack KH, Zadra G, Penney KL, Mosquera JM, Tyekucheva S, Mucci LA, Barbieri C, Loda M. Genetic and Epigenetic Determinants of Aggressiveness in Cribriform Carcinoma of the Prostate. Mol Cancer Res 2019; 17:446-456. [PMID: 30333152 PMCID: PMC6359952 DOI: 10.1158/1541-7786.mcr-18-0440] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Revised: 08/24/2018] [Accepted: 10/09/2018] [Indexed: 12/22/2022]
Abstract
Among prostate cancers containing Gleason pattern 4, cribriform morphology is associated with unfavorable clinicopathologic factors, but its genetic features and association with long-term outcomes are incompletely understood. In this study, genetic, transcriptional, and epigenetic features of invasive cribriform carcinoma (ICC) tumors were compared with non-cribriform Gleason 4 (NC4) in The Cancer Genome Atlas (TCGA) cohort. ICC (n = 164) had distinctive molecular features when compared with NC4 (n = 102). These include: (i) increased somatic copy number variations (SCNV), specifically deletions at 6q, 8p and 10q, which encompassed PTEN and MAP3K7 losses and gains at 3q; (ii) increased SPOP mut and ATMmut ; (iii) enrichment for mTORC1 and MYC pathways by gene expression; and (iv) increased methylation of selected genes. In addition, when compared with the metastatic prostate cancer, ICC clustered more closely to metastatic prostate cancer than NC4. Validation in clinical cohorts and genomically annotated murine models confirmed the association with SPOPmut (n = 38) and PTENloss (n = 818). The association of ICC with lethal disease was evaluated in the Health Professionals Follow-up Study (HPFS) and Physicians' Health Study (PHS) prospective prostate cancer cohorts (median follow-up, 13.4 years; n = 818). Patients with ICC were more likely to develop lethal cancer [HR, 1.62; 95% confidence interval (CI), 1.05-2.49], independent from Gleason score (GS). IMPLICATIONS: ICC has a distinct molecular phenotype that resembles metastatic prostate cancer and is associated with progression to lethal disease.
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Affiliation(s)
- Habiba Elfandy
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Pathology, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Joshua Armenia
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Eli Pullman
- George Washington University, Washington, D.C
| | - Nelma Pertega-Gomes
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | | | - Aram Vosoughi
- Department of Pathology, Weill Cornell Medicine, New York, NY, USA
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York
| | - Mirjam Blattner
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York
- Department of Urology, Weill Cornell Medicine, New York, New York
| | - Konrad H Stopsack
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Giorgia Zadra
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Kathryn L Penney
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Juan Miguel Mosquera
- Department of Pathology, Weill Cornell Medicine, New York, NY, USA
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York
| | - Svitlana Tyekucheva
- Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Biostatistics, Harvard TH Chan School of Public Health, Boston, Massachusetts
| | - Lorelei A Mucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Christopher Barbieri
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York
- Department of Urology, Weill Cornell Medicine, New York, New York
| | - Massimo Loda
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts.
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
- The Broad Institute, Cambridge, Massachusetts
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108
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A multicentric study on accurate grading of prostate cancer with systematic and MRI/US fusion targeted biopsies: comparison with final histopathology after radical prostatectomy. World J Urol 2019; 37:2109-2117. [DOI: 10.1007/s00345-019-02634-9] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2018] [Accepted: 01/09/2019] [Indexed: 01/27/2023] Open
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109
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Harryman WL, Warfel NA, Nagle RB, Cress AE. The Tumor Microenvironments of Lethal Prostate Cancer. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1210:149-170. [PMID: 31900909 DOI: 10.1007/978-3-030-32656-2_8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Localized prostate cancer (confined to the gland) generally is considered curable, with nearly a 100% 5-year-survival rate. When the tumor escapes the prostate capsule, leading to metastasis, there is a poorer prognosis and higher mortality rate, with 5-year survival dropping to less than 30%. A major research question has been to understand the transition from indolent (low risk) disease to aggressive (high risk) disease. In this chapter, we provide details of the changing tumor microenvironments during prostate cancer invasion and their role in the progression and metastasis of lethal prostate cancer. Four microenvironments covered here include the muscle stroma, perineural invasion, hypoxia, and the role of microvesicles in altering the extracellular matrix environment. The adaptability of prostate cancer to these varied microenvironments and the cues for phenotypic changes are currently understudied areas. Model systems for understanding smooth muscle invasion both in vitro and in vivo are highlighted. Invasive human needle biopsy tissue and mouse xenograft tumors both contain smooth muscle invasion. In combination, the models can be used in an iterative process to validate molecular events for smooth muscle invasion in human tissue. Understanding the complex and interacting microenvironments in the prostate holds the key to early detection of high-risk disease and preventing tumor invasion through escape from the prostate capsule.
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Affiliation(s)
| | - Noel A Warfel
- University of Arizona Cancer Center, Tucson, AZ, USA
| | - Raymond B Nagle
- Department of Pathology, University of Arizona Cancer Center, Tucson, AZ, USA
| | - Anne E Cress
- University of Arizona Cancer Center, Tucson, AZ, USA.
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110
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Stella M, Chinello C, Cazzaniga A, Smith A, Galli M, Piga I, Grasso A, Grasso M, Del Puppo M, Varallo M, Bovo G, Magni F. Histology-guided proteomic analysis to investigate the molecular profiles of clear cell Renal Cell Carcinoma grades. J Proteomics 2019; 191:38-47. [DOI: 10.1016/j.jprot.2018.04.028] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 04/10/2018] [Accepted: 04/14/2018] [Indexed: 11/24/2022]
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111
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The value of MR textural analysis in prostate cancer. Clin Radiol 2018; 74:876-885. [PMID: 30573283 DOI: 10.1016/j.crad.2018.11.007] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Accepted: 11/16/2018] [Indexed: 01/18/2023]
Abstract
Current diagnosis and treatment stratification of patients with suspected prostate cancer relies on a combination of histological and magnetic resonance imaging (MRI) findings. The aim of this article is to provide a brief overview of prostate pathological grading as well as the relevant aspects of multiparametric (MRI) mpMRI, before indicating the potential that magnetic resonance textural analysis (MRTA) offers within prostate cancer. A review of the evidence base on MRTA in prostate cancer will enable discussion of the utility of this field while also indicating recommendations to future research. Radiomic textural analysis allows the assessment of spatial inter-relationships between pixels within an image by use of mathematical methods. First-order textural analysis is better understood and may have more clinical validity than higher-order textural features. Textural features extracted from apparent diffusion coefficient maps have shown the most potential for clinical utility in MRTA of prostate cancers. Future studies should aim to integrate machine learning techniques to better represent the role of MRTA in prostate cancer clinical practice. Nomenclature should be used to reduce misidentification between first-order and second-order energy and entropy. Automated methods of segmentation should be encouraged in order to reduce problems associated with inclusion of normal tissue within regions of interest. The retrospective and small-scale nature of most published studies, make it difficult to draw meaningful conclusions. Future larger prospective studies are required to validate the textural features indicated to have potential in characterisation and/or diagnosis of prostate cancer before translation into routine clinical practice.
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112
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Nir G, Hor S, Karimi D, Fazli L, Skinnider BF, Tavassoli P, Turbin D, Villamil CF, Wang G, Wilson RS, Iczkowski KA, Lucia MS, Black PC, Abolmaesumi P, Goldenberg SL, Salcudean SE. Automatic grading of prostate cancer in digitized histopathology images: Learning from multiple experts. Med Image Anal 2018; 50:167-180. [DOI: 10.1016/j.media.2018.09.005] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Revised: 07/11/2018] [Accepted: 09/21/2018] [Indexed: 01/17/2023]
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113
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Broeke NC, Peterson J, Lee J, Martin PR, Farag A, Gomez JA, Moussa M, Gaed M, Chin J, Pautler SE, Ward A, Bauman G, Bartha R, Scholl TJ. Characterization of clinical human prostate cancer lesions using 3.0-T sodium MRI registered to Gleason-graded whole-mount histopathology. J Magn Reson Imaging 2018; 49:1409-1419. [PMID: 30430700 DOI: 10.1002/jmri.26336] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Accepted: 08/24/2018] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Overtreatment of prostate cancer (PCa) is a healthcare issue. Development of noninvasive imaging tools for improved characterization of prostate lesions might reduce overtreatment. PURPOSE To measure the distribution of tissue sodium concentration (TSC), proton T2 -weighted signal, and apparent diffusion coefficient (ADC) values in human PCa and to test the presence of a correlation between regional differences in imaging metrics and the Gleason grade of lesions determined from histopathology. STUDY TYPE Cross-sectional. SUBJECTS Ten men with biopsy-proven PCa. SEQUENCES/FIELD STRENGTH Sodium, proton T2 -weighted, and diffusion-weighted MRI data were acquired using Broad-Band 3D-Fast-Gradient-Recalled, 3D Cube (Isotropic 3D-Fast-Turbo-Spin-Echo acquisition) and 2D Spin-Echo sequences, respectively, with a 3.0T MR scanner. ASSESSMENT All imaging data were coregistered to Gleason-graded postprostatectomy histology, as the standard for prostate cancer lesion characterization. Regional TSC and T2 data were assessed using percent changes from healthy tissue of the same patient (denoted ΔTSC, ΔT2 ). STATISTICS Differences in ΔTSC, ADC, and ΔT2 as a function of Gleason score were analyzed for each imaging contrast using a one-way analysis of variance or a nonparametric t-test. Correlations between imaging data measures and Gleason score were assessed using a Spearman's ranked correlation. RESULTS Evaluation of the correlation of ΔTSC, ADC, and ΔT2 datasets with Gleason scoring revealed that only the correlation between ΔTSC and Gleason score was statistically significant (rs = 0.791, p < 0.01), whereas the correlations of ADC and ΔT2 with Gleason score were not (rs = -0.306, p = 0.079 and r s = -0.069, p = 0.699, respectively). In addition, all individual patients showed monotonically increasing ΔTSC with Gleason score. DATA CONCLUSION The results of this preliminary study suggest that changes in TSC, assessed by sodium MRI, has utility as a noninvasive imaging assay to accurately characterize PCa lesions. Sodium MRI may provide useful complementary information on mpMRI, which may assist the decision-making of men choosing either active surveillance or treatment. LEVEL OF EVIDENCE 1 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;49:1409-1419.
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Affiliation(s)
- Nolan C Broeke
- Department of Medical Biophysics, Western University, London, ON, Canada
| | - Justin Peterson
- Department of Medical Biophysics, Western University, London, ON, Canada
| | - Joseph Lee
- Department of Medical Biophysics, Western University, London, ON, Canada
| | - Peter R Martin
- Department of Medical Biophysics, Western University, London, ON, Canada
| | - Adam Farag
- Robarts Research Institute, Western University, London, ON, Canada
| | - Jose A Gomez
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Madeleine Moussa
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Mena Gaed
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Joseph Chin
- Department of Surgery, Western University, London, ON, Canada.,Department of Oncology, Western University, London, ON, Canada
| | - Stephen E Pautler
- Department of Surgery, Western University, London, ON, Canada.,Department of Oncology, Western University, London, ON, Canada
| | - Aaron Ward
- Department of Medical Biophysics, Western University, London, ON, Canada.,Department of Oncology, Western University, London, ON, Canada
| | - Glenn Bauman
- Department of Medical Biophysics, Western University, London, ON, Canada.,Department of Oncology, Western University, London, ON, Canada
| | - Robert Bartha
- Department of Medical Biophysics, Western University, London, ON, Canada.,Robarts Research Institute, Western University, London, ON, Canada.,Departments of Medical Imaging and Psychiatry, Western University, London, ON, Canada
| | - Timothy J Scholl
- Department of Medical Biophysics, Western University, London, ON, Canada.,Robarts Research Institute, Western University, London, ON, Canada.,Ontario Institute for Cancer Research, Toronto, ON, Canada
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114
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Prekovic S, van den Broeck T, Linder S, van Royen ME, Houtsmuller AB, Handle F, Joniau S, Zwart W, Claessens F. Molecular underpinnings of enzalutamide resistance. Endocr Relat Cancer 2018; 25:R545–R557. [PMID: 30306781 DOI: 10.1530/erc-17-0136] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Prostate cancer (PCa) is among the most common adult malignancies, and the second leading cause of cancer-related death in men. As PCa is hormone dependent, blockade of the androgen receptor (AR) signaling is an effective therapeutic strategy for men with advanced metastatic disease. The discovery of enzalutamide, a compound that effectively blocks the AR axis and its clinical application has led to a significant improvement in survival time. However, the effect of enzalutamide is not permanent, and resistance to treatment ultimately leads to development of lethal disease, for which there currently is no cure. This review will focus on the molecular underpinnings of enzalutamide resistance, bridging the gap between the preclinical and clinical research on novel therapeutic strategies for combating this lethal stage of prostate cancer.
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Affiliation(s)
- S Prekovic
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - T van den Broeck
- Laboratory of Molecular Endocrinology, KU Leuven, Leuven, Belgium
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | - S Linder
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - M E van Royen
- Department of Pathology, Erasmus MC, Rotterdam, The Netherlands
- Erasmus Optical Imaging Centre, Erasmus MC, Rotterdam, The Netherlands
| | - A B Houtsmuller
- Department of Pathology, Erasmus MC, Rotterdam, The Netherlands
- Erasmus Optical Imaging Centre, Erasmus MC, Rotterdam, The Netherlands
| | - F Handle
- Laboratory of Molecular Endocrinology, KU Leuven, Leuven, Belgium
| | - S Joniau
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | - W Zwart
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Biomedical Engineering, Laboratory of Chemical Biology and Institute for Complex Molecular Systems, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - F Claessens
- Laboratory of Molecular Endocrinology, KU Leuven, Leuven, Belgium
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Moreira-Barbosa C, Barros-Silva D, Costa-Pinheiro P, Torres-Ferreira J, Constâncio V, Freitas R, Oliveira J, Antunes L, Henrique R, Jerónimo C. Comparing diagnostic and prognostic performance of two-gene promoter methylation panels in tissue biopsies and urines of prostate cancer patients. Clin Epigenetics 2018; 10:132. [PMID: 30373654 PMCID: PMC6206889 DOI: 10.1186/s13148-018-0564-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2018] [Accepted: 10/10/2018] [Indexed: 12/15/2022] Open
Abstract
Background Prostate cancer (PCa) is one of the most common cancers among men worldwide. Current screening methods for PCa display limited sensitivity and specificity, not stratifying for disease aggressiveness. Hence, development and validation of new molecular markers is needed. Aberrant gene promoter methylation is common in PCa and has shown promise as clinical biomarker. Herein, we assessed and compared the diagnostic and prognostic performance of two-gene panel promoter methylation in the same sample sets. Methods Promoter methylation of panel #1 (singleplex-miR-34b/c and miR-193b) and panel #2 (multiplex-APC, GSTP1, and RARβ2) was evaluated using MethyLight methodology in two different cohorts [prostate biopsy (#1) and urine sediment (#2)]. Biomarkers’ diagnostic (validity estimates) and prognostic (disease-specific survival, disease-free survival, and progression-free survival) performance was assessed. Results Promoter methylation levels of both panels showed the highest levels in PCa samples in both cohorts. In tissue samples, methylation panel #1 and panel #2 detected PCa with AUC of 0.9775 and 1.0, respectively, whereas in urine samples, panel #2 demonstrated superior performance although a combination of miR-34b/c, miR-193b, APC, and RARβ2 disclosed the best results (AUC = 0.9817). Furthermore, higher mir-34b/c and panel #2 methylation independently predicted for shorter DSS. Furthermore, time-dependent ROC curves showed that both miR-34b/c and GSTP1 methylation levels identify with impressive performance patients that relapse up to 15 years after diagnosis (AUC = 0.751 and AUC = 0.765, respectively). Conclusions We concluded that quantitative gene panel promoter methylation might be a clinically useful tool for PCa non-invasive detection and risk stratification for disease aggressiveness in both tissue biopsies and urines. Electronic supplementary material The online version of this article (10.1186/s13148-018-0564-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Catarina Moreira-Barbosa
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Daniela Barros-Silva
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Pedro Costa-Pinheiro
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Jorge Torres-Ferreira
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Vera Constâncio
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Rui Freitas
- Department of Urology, Portuguese Oncology Institute of Porto (IPO Porto), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Jorge Oliveira
- Department of Urology, Portuguese Oncology Institute of Porto (IPO Porto), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Luís Antunes
- Department of Epidemiology, Portuguese Oncology Institute of Porto (IPO Porto), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Rui Henrique
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.,Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, Porto, Portugal
| | - Carmen Jerónimo
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal. .,Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, Porto, Portugal. .,Cancer Biology and Epigenetics Group - Research Center (LAB3), Portuguese Oncology Institute of Porto, Rua Dr. António Bernardino Almeida, 4200-072, Porto, Portugal.
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Yarlagadda VK, Lai WS, Gordetsky JB, Porter KK, Nix JW, Thomas JV, Rais-Bahrami S. MRI/US fusion-guided prostate biopsy allows for equivalent cancer detection with significantly fewer needle cores in biopsy-naive men. ACTA ACUST UNITED AC 2018; 24:115-120. [PMID: 29770762 DOI: 10.5152/dir.2018.17422] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
PURPOSE We aimed to investigate the efficiency and cancer detection of magnetic resonance imaging (MRI) / ultrasonography (US) fusion-guided prostate biopsy in a cohort of biopsy-naive men compared with standard-of-care systematic extended sextant transrectal ultrasonography (TRUS)-guided biopsy. METHODS From 2014 to 2016, 72 biopsy-naive men referred for initial prostate cancer evaluation who underwent MRI of the prostate were prospectively evaluated. Retrospective review was performed on 69 patients with lesions suspicious for malignancy who underwent MRI/US fusion-guided biopsy in addition to systematic extended sextant biopsy. Biometric, imaging, and pathology data from both the MRI-targeted biopsies and systematic biopsies were analyzed and compared. RESULTS There were no significant differences in overall prostate cancer detection when comparing MRI-targeted biopsies to standard systematic biopsies (P = 0.39). Furthermore, there were no significant differences in the distribution of severity of cancers based on grade groups in cases with cancer detection (P = 0.68). However, significantly fewer needle cores were taken during the MRI/US fusion-guided biopsy compared with systematic biopsy (63% less cores sampled, P < 0.001) CONCLUSION: In biopsy-naive men, MRI/US fusion-guided prostate biopsy offers equal prostate cancer detection compared with systematic TRUS-guided biopsy with significantly fewer tissue cores using the targeted technique. This approach can potentially reduce morbidity in the future if used instead of systematic biopsy without sacrificing the ability to detect prostate cancer, particularly in cases with higher grade disease.
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Affiliation(s)
- Vidhush K Yarlagadda
- Department of Urology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Win Shun Lai
- Department of Urology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Jennifer B Gordetsky
- Department of Urology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA; Department of Pathology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Kristin K Porter
- Department of Radiology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Jeffrey W Nix
- Department of Urology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - John V Thomas
- Department of Radiology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Soroush Rais-Bahrami
- Department of Urology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA; Department of Radiology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
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Sagredo AI, Sagredo EA, Pola V, Echeverría C, Andaur R, Michea L, Stutzin A, Simon F, Marcelain K, Armisén R. TRPM4 channel is involved in regulating epithelial to mesenchymal transition, migration, and invasion of prostate cancer cell lines. J Cell Physiol 2018; 234:2037-2050. [PMID: 30343491 DOI: 10.1002/jcp.27371] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Accepted: 08/17/2018] [Indexed: 12/17/2022]
Abstract
Transient Receptor Potential Melastatin 4 (TRPM4) is a Ca2+ -activated and voltage-dependent monovalent cation channel, which depolarizes the plasma cell membrane, thereby modulating Ca2+ influx across Ca2+ -permeable pathways. TRPM4 is involved in different physiological processes such as T cell activation and the migration of endothelial and certain immune cells. Overexpression of this channel has been reported in various types of tumors including prostate cancer. In this study, a significant overexpression of TRPM4 was found only in samples from cancer with a Gleason score higher than 7, which are more likely to spread. To evaluate whether TRPM4 overexpression was related to the spreading capability of tumors, TRPM4 was knockdown by using shRNAs in PC3 prostate cancer cells and the effect on cellular migration and invasion was analyzed. PC3 cells with reduced levels of TRPM4 (shTRPM4) display a decrease of the migration/invasion capability. A reduction in the expression of Snail1, a canonical epithelial to mesenchymal transition (EMT) transcription factor, was also observed. Consistently, these cells showed a significant change in the expression of key EMT markers such as MMP9, E-cadherin/N-cadherin, and vimentin, indicating a partial reversion of the EMT process. Whereas, the overexpression of TRPM4 in LnCaP cells resulted in increased levels of Snail1, reduction in the expression of E-cadherin and increase in their migration potential. This study suggests a new and indirect mechanism of regulation of migration/invasion process by TRPM4 in prostate cancer cells, by inducing the expression of Snail1 gene and consequently, increasing the EMT.
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Affiliation(s)
- Alfredo I Sagredo
- Facultad de Medicina, Centro de Investigación y Tratamiento del Cáncer, Universidad de Chile, Chile
| | - Eduardo A Sagredo
- Facultad de Medicina, Centro de Investigación y Tratamiento del Cáncer, Universidad de Chile, Chile
| | - Victor Pola
- Departamento de Oncología Básico-Clínica, Facultad de Medicina, Universidad de Chile, Chile
| | - César Echeverría
- Facultad de Medicina, Centro de Investigación y Tratamiento del Cáncer, Universidad de Chile, Chile.,Facultad de Medicina, Universidad de Atacama, Copiapo, Chile
| | - Rodrigo Andaur
- Departamento de Oncología Básico-Clínica, Facultad de Medicina, Universidad de Chile, Chile
| | - Luis Michea
- Facultad de Medicina, Instituto de Ciencias Biomédicas, Universidad de Chile, Chile.,Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Andrés Stutzin
- Facultad de Medicina, Instituto de Ciencias Biomédicas, Universidad de Chile, Chile
| | - Felipe Simon
- Departamento de Ciencias Biológicas, Facultad de Ciencias de la Vida, Universidad Andres Bello, Santiago, Chile.,Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Katherine Marcelain
- Facultad de Medicina, Centro de Investigación y Tratamiento del Cáncer, Universidad de Chile, Chile.,Departamento de Oncología Básico-Clínica, Facultad de Medicina, Universidad de Chile, Chile
| | - Ricardo Armisén
- Facultad de Medicina, Centro de Investigación y Tratamiento del Cáncer, Universidad de Chile, Chile.,Departamento de Oncología Básico-Clínica, Facultad de Medicina, Universidad de Chile, Chile
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Li S, Zhou J, Wang Y, Zhang K, Yang J, Zhang X, Wang C, Ma H, Zhou J, He E, Skog S. Serum thymidine kinase 1 is associated with Gleason score of patients with prostate carcinoma. Oncol Lett 2018; 16:6171-6180. [PMID: 30333882 DOI: 10.3892/ol.2018.9345] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Accepted: 07/03/2018] [Indexed: 12/29/2022] Open
Abstract
The aim of the present was to assess whether serum thymidine kinase 1 (STK1) concentration is a useful biomarker for the screening of benign prostatic hyperplasia (BPH) or prostate malignancy. Serum samples were collected from 123 patients with prostate carcinoma prior to surgery, biopsy or androgen deprivation therapy and at 3, 6 and 10 months following the procedure. A total of 205 patients with BPH and 266 healthy controls were also utilized. STK1 concentration and total prostate-specific antigen (PSA) were measured in patient serum by use of commercial assays. The pathological specimens (obtained from surgery or biopsy) were assessed according to Gleason scores (GS). STK1 concentration and total PSA were significantly higher in patients with prostate carcinoma compared with patients with BPH and healthy individuals. Furthermore, STK1 concentration was associated with Gleason score, while total PSA was not. However, no association was identified between STK1 concentration and total serum PSA. A receiver operating characteristic analysis was performed on STK1 concentrations among patients with prostate carcinoma. The results demonstrated that the sensitivity and specificity were high, with an area under the curve (AUC) of 0.97. Although the sensitivity and specificity of total PSA were also high, the AUC value was relatively low (0.74). The results indicated that STK1 concentration is a more reliable prognostic biomarker than total PSA in respect to the GS system. Additionally, since STK1 concentration is associated with Gleason score, the use of biopsies to determine Gleason score may be replaced to some extent by the STK1 concentration test, thus reducing the discomfort of patients from which biopsies are obtained.
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Affiliation(s)
- Shujing Li
- Department of Nephrology, Southwest Hospital, Third Military Medical University, Chongqing 400030, P.R. China
| | - Jianping Zhou
- Radioimmunity Center, Shaanxi Provincial People's Hospital, Xian, Shaanxi 710068, P.R. China
| | - Yu Wang
- Health Management Center, People's Liberation Army 180 Hospital, Quanzhou, Fujian 362000, P.R. China
| | - Keqin Zhang
- Department of Nephrology, Southwest Hospital, Third Military Medical University, Chongqing 400030, P.R. China
| | - Junjie Yang
- Department of Urology, Daping Hospital, Third Military Medical University, Chongqing 400042, P.R. China
| | - Xinling Zhang
- Radioimmunity Center, Shaanxi Provincial People's Hospital, Xian, Shaanxi 710068, P.R. China
| | - Chunmei Wang
- Radioimmunity Center, Shaanxi Provincial People's Hospital, Xian, Shaanxi 710068, P.R. China
| | - Hongbo Ma
- Department of Medicine, Sino-Swed Molecular Bio-Medicine Research Institute, Shenzhen, Guangdong 518057, P.R. China
| | - Ji Zhou
- Department of Medicine, Sino-Swed Molecular Bio-Medicine Research Institute, Shenzhen, Guangdong 518057, P.R. China
| | - Ellen He
- Department of Medicine, Sino-Swed Molecular Bio-Medicine Research Institute, Shenzhen, Guangdong 518057, P.R. China
| | - Sven Skog
- Department of Medicine, Sino-Swed Molecular Bio-Medicine Research Institute, Shenzhen, Guangdong 518057, P.R. China
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Tolbod LP, Nielsen MM, Pedersen BG, Høyer S, Harms HJ, Borre M, Borghammer P, Bouchelouche K, Frøkiær J, Sørensen J. Non-invasive quantification of tumor blood flow in prostate cancer using 15O-H 2O PET/CT. AMERICAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 2018; 8:292-302. [PMID: 30510847 PMCID: PMC6261877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 10/06/2018] [Indexed: 06/09/2023]
Abstract
Tumor blood flow (TBF) measurements in prostate cancer (PCa) provide an integrative index of tumor growth, which could be important for primary diagnosis and therapy response evaluation. 15O-water PET is the non-invasive gold standard but is technically demanding. The aim of this study was to compare the accuracy of three different non-invasive strategies with an invasively measured arterial input function (BSIF): Using image-derived input functions (IDIF) from either 1) a separate heart scan or 2) the pelvic scan or 3) a populations-based input function (PBIF). Nine patients with biopsy-verified PCa scheduled for prostatectomy were included. All patients were characterized with serum levels of PSA (s-PSA), multiparametric magnetic resonance imaging (mpMRI) and post-surgical histopathology Gleason Grade. Dynamic 15O-water was performed of the heart and the pelvic area 15 minutes apart. TBF estimated from both wash-in (K1) and wash-out (k2) constants was calculated using a one-compartmental model. Results: Mean (range) s-PSA was 12 (3-27) ng/mL, Gleason Grade Group was 2.9 (1-5), k2 was 0.44 (0.007-1.2), and K1 was 0.24 (0.07-0.55) mL/mL/min. k2 (BSIF) correlated with s-PSA (r=0.86, P<0.01) and Gleason Grade Group (rho=0.78, P=0.01). BSIF, heart-IDIF and PBIF provided near-identical k2 and K1 (r>0.95, P<0.001) with slopes near unity. The correlations of BSIF and pelvic-IDIF rate constants were good (r>0.95, P<0.001), but individual errors high. In conclusion, non-invasive protocols for 15O-water PET with IDIF or PBIF accurately measures perfusion in prostate cancer and might be useful for evaluation of tumor aggressiveness and treatment response.
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Affiliation(s)
- Lars P Tolbod
- Department of Nuclear Medicine and PET Centre, Aarhus University HospitalAarhus C, Denmark
| | - Maria M Nielsen
- Department of Nuclear Medicine and PET Centre, Aarhus University HospitalAarhus C, Denmark
| | - Bodil G Pedersen
- Department of Radiology, Aarhus University HospitalAarhus C, Denmark
| | - Søren Høyer
- Department of Histopathology, Aarhus University HospitalAarhus C, Denmark
| | - Hendrik J Harms
- Department of Nuclear Medicine and PET Centre, Aarhus University HospitalAarhus C, Denmark
| | - Michael Borre
- Department of Urology, Aarhus University HospitalAarhus C, Denmark
| | - Per Borghammer
- Department of Nuclear Medicine and PET Centre, Aarhus University HospitalAarhus C, Denmark
| | - Kirsten Bouchelouche
- Department of Nuclear Medicine and PET Centre, Aarhus University HospitalAarhus C, Denmark
| | - Jørgen Frøkiær
- Department of Nuclear Medicine and PET Centre, Aarhus University HospitalAarhus C, Denmark
| | - Jens Sørensen
- Department of Nuclear Medicine and PET Centre, Aarhus University HospitalAarhus C, Denmark
- Department of Surgical Sciences, Nuclear Medicine and PET, Uppsala UniversityUppsala, Sweden
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120
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Ong WL, Foroudi F, Evans S, Millar J. Androgen deprivation therapy use with post-prostatectomy radiotherapy in the Prostate Cancer Outcomes Registry Victoria. J Med Imaging Radiat Oncol 2018; 63:124-130. [PMID: 30295411 DOI: 10.1111/1754-9485.12818] [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: 05/14/2018] [Accepted: 09/04/2018] [Indexed: 11/30/2022]
Abstract
INTRODUCTION The aim of this study is to evaluate the use of androgen deprivation therapy (ADT) with post-prostatectomy radiotherapy (PPRT) in a population-based cohort of Australian men. METHODS This is a prospective cohort of men with localised prostate cancer captured in the Prostate Cancer Outcomes Registry Victoria (PCOR-Vic), who received PPRT between January 2010 and December 2015. The primary outcome was ADT use with PPRT. Multivariate logistic regressions were used to identify patient, tumour and institutional factors influencing ADT use. RESULTS 485 men were included in this study - 115 (24%) had pT2 disease, 231 (48%) pT3a, 134 (28%) pT3b and 5 (1%) pT4. Eighteen (4%) men had ISUP grade 1 disease, 139 (29%) ISUP grade 2, 170 (35%) ISUP grade 3 and 158 (33%) ISUP grade 4/5, while 267 (64%) men had positive surgical margins. Median time from prostatectomy to PPRT was 8.1 months (IQR = 5.3-13.9). Sixty-six (14%) patients had ADT with PPRT. In multivariate analyses, men who had increased age (OR = 1.06; 95% CI = 1.01-1.11), seminal vesicle involvement (OR = 3.81; 95% CI = 1.63-8.91) and underwent treatment in regional centres (OR = 2.17; 95% CI = 1.08-4.33) were more likely to have ADT with PPRT. CONCLUSION We reported that 14% of men treated with PPRT received ADT in a population-based cohort of Australian men, which was less than half of the proportion of ADT use with PPRT in the US. It will be of interest to evaluate the uptake of ADT with PPRT in the coming years following recent publications of level 1 evidence confirming overall survival benefits of ADT with PPRT.
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Affiliation(s)
- Wee Loon Ong
- Department of Radiation Oncology, Olivia Newton-John Cancer and Wellness Centre, Austin Health, Heidelberg, Victoria, Australia.,Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.,Health and Biomedical Informatics Centre, University of Melbourne, Melbourne, Victoria, Australia
| | - Farshad Foroudi
- Department of Radiation Oncology, Olivia Newton-John Cancer and Wellness Centre, Austin Health, Heidelberg, Victoria, Australia
| | - Sue Evans
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Jeremy Millar
- Alfred Health Radiation Oncology Services, Melbourne, Victoria, Australia.,Central Clinical School, Monash University, Melbourne, Victoria, Australia
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García-González R, Montans Araujo J, García-Navas R. [Pathological assessment of prostate cancer. New problems]. REVISTA ESPAÑOLA DE PATOLOGÍA : PUBLICACIÓN OFICIAL DE LA SOCIEDAD ESPAÑOLA DE ANATOMÍA PATOLÓGICA Y DE LA SOCIEDAD ESPAÑOLA DE CITOLOGÍA 2018; 51:232-238. [PMID: 30269774 DOI: 10.1016/j.patol.2018.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 02/21/2018] [Accepted: 03/26/2018] [Indexed: 10/28/2022]
Abstract
INTRODUCTION Currently, the diagnosis and treatment of prostate cancer requires the pathologist to adopt a fresh approach to the interpretation of biopsies in order to provide the data required for the new forms of therapy. DISCUSSION The new evaluation criteria of the Gleason system are explained, with the redefinition of histological patterns and degree of malignancy, the incorporation of the so-called prognostic groups and the assessment of the tumour mass. CONCLUSIONS Updating of histopathological information helps to improve patient management, especially in cases of tumour confined to the prostate, given the possibility of local therapy.
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Integrative metabolic and transcriptomic profiling of prostate cancer tissue containing reactive stroma. Sci Rep 2018; 8:14269. [PMID: 30250137 PMCID: PMC6155140 DOI: 10.1038/s41598-018-32549-1] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 09/10/2018] [Indexed: 12/20/2022] Open
Abstract
Reactive stroma is a tissue feature commonly observed in the tumor microenvironment of prostate cancer and has previously been associated with more aggressive tumors. The aim of this study was to detect differentially expressed genes and metabolites according to reactive stroma content measured on the exact same prostate cancer tissue sample. Reactive stroma was evaluated using histopathology from 108 fresh frozen prostate cancer samples gathered from 43 patients after prostatectomy (Biobank1). A subset of the samples was analyzed both for metabolic (n = 85) and transcriptomic alterations (n = 78) using high resolution magic angle spinning magnetic resonance spectroscopy (HR-MAS MRS) and RNA microarray, respectively. Recurrence-free survival was assessed in patients with clinical follow-up of minimum five years (n = 38) using biochemical recurrence (BCR) as endpoint. Multivariate metabolomics and gene expression analysis compared low (≤15%) against high reactive stroma content (≥16%). High reactive stroma content was associated with BCR in prostate cancer patients even when accounting for the influence of Grade Group (Cox hazard proportional analysis, p = 0.013). In samples with high reactive stroma content, metabolites and genes linked to immune functions and extracellular matrix (ECM) remodeling were significantly upregulated. Future validation of these findings is important to reveal novel biomarkers and drug targets connected to immune mechanisms and ECM in prostate cancer. The fact that high reactive stroma grading is connected to BCR adds further support for the clinical integration of this histopathological evaluation.
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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: 2.0] [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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Baumgartner EM, Porter KK, Nix JW, Rais-Bahrami S, Gordetsky JB. Detection of extraprostatic disease and seminal vesicle invasion in patients undergoing magnetic resonance imaging-targeted prostate biopsies. Transl Androl Urol 2018; 7:S392-S396. [PMID: 30363466 PMCID: PMC6178323 DOI: 10.21037/tau.2018.03.15] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Background Finding incidental extraprostatic extension (EPE) or seminal vesicle invasion (SVI) by prostate cancer (PCa) is rare on standard prostate biopsy. We evaluated the clinical-pathologic features associated with EPE and SVI on multiparametric magnetic resonance imaging (MRI)/ultrasound (US) fusion-guided targeted biopsy (TB). Methods A retrospective review was performed from 2014-2017, selecting patients who had undergone TB. Clinical, pathologic, and radiologic features were evaluated. Results Five out of 333 (1.5%) patients who had PCa detected on TB had EPE and/or SVI. The average age and prostate-specific antigen (PSA) was 71 years and 17 ng/mL, respectively. The average number of cores taken on TB was 4.2. Two patients had a prior negative SB and two patients had a prior positive SB, one of which underwent radiation therapy. All patients had a PIRADSv2 suspicion score of 4 or 5. Four out of five (80%) patients underwent both SB and concurrent TB, of which 3/4 (75%) had EPE identified only on TB. One out of four (25%) patients also had both EPE and SVI, identified only on TB. One patient underwent only TB for MRI suspicion of SVI, which was pathologically confirmed on TB. On TB, one patient had Grade Group 3, two patients had Grade Group 4, and two patients had Grade Group 5 PCa. Perineural invasion (PNI) was present in 4/5 (80%) patients on TB. Conclusions Based on our small series, we hypothesize that MRI/US fusion TB outperforms SB in the identification of EPE and SVI. However, given the small sample size and the overall rarity of these pathologic findings on prostate biopsy, further validation is needed.
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Affiliation(s)
- Erin M Baumgartner
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Kristin K Porter
- Department of Radiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jeffrey W Nix
- Department of Urology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Soroush Rais-Bahrami
- Department of Radiology, University of Alabama at Birmingham, Birmingham, AL, USA.,Department of Urology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jennifer B Gordetsky
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, USA.,Department of Radiology, University of Alabama at Birmingham, Birmingham, AL, USA
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125
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Meermeier NP, Turner KR, Foster BR, Várallyay C, Liu JJ, Coakley FV. Dominant intraprostatic cancer confirmed by direct MRI-guided biopsy: Concordance with histopathological findings. Clin Imaging 2018; 51:273-278. [DOI: 10.1016/j.clinimag.2018.06.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Revised: 04/29/2018] [Accepted: 06/08/2018] [Indexed: 11/26/2022]
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126
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GBX2 Methylation Is a Novel Prognostic Biomarker and Improves Prediction of Biochemical Recurrence Among Patients with Prostate Cancer Negative for Intraductal Carcinoma and Cribriform Architecture. Eur Urol Oncol 2018; 2:231-238. [PMID: 31200836 DOI: 10.1016/j.euo.2018.08.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Accepted: 08/02/2018] [Indexed: 01/06/2023]
Abstract
BACKGROUND Tumor intraductal carcinoma/cribriform architecture (IDC/C) is associated with an unfavorable prognosis and biochemical recurrence (BCR) in prostate cancer (PCa). Up to 70% of PCa patients are IDC/C-negative, but it is estimated that 20% of these cases still experience BCR. Thus, biomarkers for better detection of aggressive disease in IDC/C-negative patients are required. OBJECTIVE To investigate tumor-specific methylation of the transcription factor GBX2 as a novel prognosticator and predictor of BCR in PCa patients stratified by histopathologic features including IDC/C. DESIGN, SETTING, AND PARTICIPANTS Using genome-wide methylome profiling, we identified higher GBX2 methylation in grade group (GG) 4 tumors compared to GG1 (discovery cohort). The prognostic nature of GBX2 methylation was validated in silico using The Cancer Genome Atlas data (n=478) and a quantitative methylation assay for radical prostatectomy samples (n=254). Regulation of GBX2 methylation was investigated in prostate cells using methyl-CpG-binding domain sequencing and methylation analysis in functional knockouts of TET2, a key epigenetic player in prostate carcinogenesis. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS The association of GBX2 methylation with Gleason score (GS), pathologic stage (pT), IDC/C, and BCR was analyzed using Kruskal-Wallis and Mann-Whitney tests. Univariate and multivariate Cox regression analyses were used to predict BCR. RESULTS GBX2 methylation was associated with GS (p<0.05), pT (p<0.01), and BCR (p<0.05). GBX2 methylation (p=0.004), GS (p<0.001), pT (p=0.012), and prostate-specific antigen (p=0.005) were independent predictors of BCR. Among IDC/C-negative patients, GBX2 methylation improved prediction of BCR (p=0.002). Loss of TET2 in prostate cells resulted in greater GBX2 methylation. CONCLUSIONS We identified GBX2 methylation as a novel prognostic factor in PCa and an independent predictor of BCR. We demonstrated the additive value of GBX2 methylation in predicting BCR among IDC/C-negative patients and elucidated a novel TET2-mediated upstream epigenetic regulatory mechanism of GBX2. PATIENT SUMMARY We identified GBX2 methylation as a promising prognostic biomarker that could improve the identification of prostate cancer patients at higher risk of biochemical recurrence.
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Lemberskiy G, Fieremans E, Veraart J, Deng FM, Rosenkrantz AB, Novikov DS. Characterization of prostate microstructure using water diffusion and NMR relaxation. FRONTIERS IN PHYSICS 2018; 6:91. [PMID: 30568939 PMCID: PMC6296484 DOI: 10.3389/fphy.2018.00091] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
For many pathologies, early structural tissue changes occur at the cellular level, on the scale of micrometers or tens of micrometers. Magnetic resonance imaging (MRI) is a powerful non-invasive imaging tool used for medical diagnosis, but its clinical hardware is incapable of reaching the cellular length scale directly. In spite of this limitation, microscopic tissue changes in pathology can potentially be captured indirectly, from macroscopic imaging characteristics, by studying water diffusion. Here we focus on water diffusion and NMR relaxation in the human prostate, a highly heterogeneous organ at the cellular level. We present a physical picture of water diffusion and NMR relaxation in the prostate tissue, that is comprised of a densely-packed cellular compartment (composed of stroma and epithelium), and a luminal compartment with almost unrestricted water diffusion. Transverse NMR relaxation is used to identify fast and slow T 2 components, corresponding to these tissue compartments, and to disentangle the luminal and cellular compartment contributions to the temporal evolution of the overall water diffusion coefficient. Diffusion in the luminal compartment falls into the short-time surface-to-volume (S/V) limit, indicating that only a small fraction of water molecules has time to encounter the luminal walls of healthy tissue; from the S/V ratio, the average lumen diameter averaged over three young healthy subjects is measured to be 217.7±188.7 μm. Conversely, the diffusion in the cellular compartment is highly restricted and anisotropic, consistent with the fibrous character of the stromal tissue. Diffusion transverse to these fibers is well described by the random permeable barrier model (RPBM), as confirmed by the dynamical exponent ϑ = 1/2 for approaching the long-time limit of diffusion, and the corresponding structural exponent p = -1 in histology. The RPBM-derived fiber diameter and membrane permeability were 19.8±8.1 μm and 0.044±0.045 μm/ms, respectively, in agreement with known values from tissue histology and membrane biophysics. Lastly, we revisited 38 prostate cancer cases from a recently published study, and found the same dynamical exponent ϑ = 1/2 of diffusion in tumors and benign regions. Our results suggest that a multi-parametric MRI acquisition combined with biophysical modeling may be a powerful non-invasive complement to prostate cancer grading, potentially foregoing biopsies.
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Affiliation(s)
- Gregory Lemberskiy
- Center for Biomedical Imaging, Department of Radiology, NYU School of Medicine, New York, NY, USA; Sackler Institute of Graduate Biomedical Sciences, NYU School of Medicine, New York, NY, USA
| | - Els Fieremans
- Center for Biomedical Imaging, Department of Radiology, NYU School of Medicine, New York, NY, USA,
| | - Jelle Veraart
- Center for Biomedical Imaging, Department of Radiology, NYU School of Medicine, New York, NY, USA,
| | - Fang-Ming Deng
- Department of Pathology, New York University Langone Medical Center, New York, NY New York, NY, USA;
| | - Andrew B Rosenkrantz
- Department of Radiology, New York University Langone Medical Center, New York, NY New York, NY, USA;
| | - Dmitry S Novikov
- Center for Biomedical Imaging, Department of Radiology, NYU School of Medicine, New York, NY, USA,
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128
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Arvaniti E, Fricker KS, Moret M, Rupp N, Hermanns T, Fankhauser C, Wey N, Wild PJ, Rüschoff JH, Claassen M. Automated Gleason grading of prostate cancer tissue microarrays via deep learning. Sci Rep 2018; 8:12054. [PMID: 30104757 PMCID: PMC6089889 DOI: 10.1038/s41598-018-30535-1] [Citation(s) in RCA: 229] [Impact Index Per Article: 32.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Accepted: 07/19/2018] [Indexed: 12/31/2022] Open
Abstract
The Gleason grading system remains the most powerful prognostic predictor for patients with prostate cancer since the 1960s. Its application requires highly-trained pathologists, is tedious and yet suffers from limited inter-pathologist reproducibility, especially for the intermediate Gleason score 7. Automated annotation procedures constitute a viable solution to remedy these limitations. In this study, we present a deep learning approach for automated Gleason grading of prostate cancer tissue microarrays with Hematoxylin and Eosin (H&E) staining. Our system was trained using detailed Gleason annotations on a discovery cohort of 641 patients and was then evaluated on an independent test cohort of 245 patients annotated by two pathologists. On the test cohort, the inter-annotator agreements between the model and each pathologist, quantified via Cohen’s quadratic kappa statistic, were 0.75 and 0.71 respectively, comparable with the inter-pathologist agreement (kappa = 0.71). Furthermore, the model’s Gleason score assignments achieved pathology expert-level stratification of patients into prognostically distinct groups, on the basis of disease-specific survival data available for the test cohort. Overall, our study shows promising results regarding the applicability of deep learning-based solutions towards more objective and reproducible prostate cancer grading, especially for cases with heterogeneous Gleason patterns.
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Affiliation(s)
- Eirini Arvaniti
- Institute for Molecular Systems Biology, ETH Zurich, Zurich, Switzerland.,Swiss Institute of Bioinformatics (SIB), Zurich, Switzerland
| | - Kim S Fricker
- Department of Pathology and Molecular Pathology, University of Zurich, Zurich, Switzerland
| | - Michael Moret
- Institute for Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | - Niels Rupp
- Department of Pathology and Molecular Pathology, University of Zurich, Zurich, Switzerland
| | - Thomas Hermanns
- Department of Urology, University of Zurich, Zurich, Switzerland
| | | | - Norbert Wey
- Department of Pathology and Molecular Pathology, University of Zurich, Zurich, Switzerland
| | - Peter J Wild
- Department of Pathology and Molecular Pathology, University of Zurich, Zurich, Switzerland.,Dr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Frankfurt, Germany
| | - Jan H Rüschoff
- Department of Pathology and Molecular Pathology, University of Zurich, Zurich, Switzerland.
| | - Manfred Claassen
- Institute for Molecular Systems Biology, ETH Zurich, Zurich, Switzerland. .,Swiss Institute of Bioinformatics (SIB), Zurich, Switzerland.
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129
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Jiang Y, Mei W, Gu Y, Lin X, He L, Zeng H, Wei F, Wan X, Yang H, Major P, Tang D. Construction of a set of novel and robust gene expression signatures predicting prostate cancer recurrence. Mol Oncol 2018; 12:1559-1578. [PMID: 30024105 PMCID: PMC6120243 DOI: 10.1002/1878-0261.12359] [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: 03/24/2018] [Revised: 07/06/2018] [Accepted: 07/06/2018] [Indexed: 01/06/2023] Open
Abstract
We report here numerous novel genes and multiple new signatures which robustly predict prostate cancer (PC) recurrence. We extracted 696 differentially expressed genes relative to a reported PC signature from the TCGA dataset (n = 492) and built a 15‐gene signature (SigMuc1NW) using Elastic‐net with 10‐fold cross‐validation through analyzing their expressions at 1.5 standard deviation/SD below and 2 SD above a population mean. SigMuc1NW predicts biochemical recurrence (BCR) following surgery with 56.4% sensitivity, 72.6% specificity, and 63.24 median months disease free (MMDF) (P = 1.12e‐12). The prediction accuracy is improved with the use of SigMuc1NW's cutpoint (P = 3e‐15) and is further enhanced (sensitivity 67%, specificity 75.7%, MMDF 45.2, P = 0) when all 15 genes were analyzed through their cutpoints instead of their SDs. These genes individually associate with BCR using either SD or cutpoint as the cutoff points. Eight of 15 genes are individual risk factors after adjusting for age at diagnosis, Gleason score, surgical margin, and tumor stage. Eleven of 15 genes are novel to PC. SigMuc1NW discriminates BCR with time‐dependent AUC (tAUC) values of 76.6% at 11.5 months (76.6%–11.5 m), 73.8%‐22.3 m, 78.5%‐32.1 m, and 76.4%–48.4 m. SigMuc1NW is correlated with adverse features of PC, high Gleason scores (odds ratio/OR 1.48, P < 2e‐16), and advanced tumor stages (OR 1.33, P = 4.37e‐13). SigMuc1NW remains an independent risk factor of BCR (HR 2.44, 95% CI 1.53–3.87, P = 1.62e‐4) after adjusting for age at diagnosis, Gleason score, surgical margin, and tumor stage. In an independent PC (MSKCC) cohort (n = 140), these 15 genes were altered in PC vs normal tissue, metastatic PCs vs primary PCs, and recurrent PCs vs nonrecurrent PCs. Importantly, a 10‐gene subsignature SigMuc1NW1 predicts BCR in MSKCC (P = 3.11e‐15) and TCGA (P = 3.13e‐12); SigMuc1NW1 discriminates BCR at 18.4 m with tAUC as 82.5%. Collectively, our analyses support SigMuc1NW as a novel and robust signature in predicting BCR of PC.
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Affiliation(s)
- Yanzhi Jiang
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsa, Hunan, China.,Division of Nephrology, Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Father Sean O'Sullivan Research Institute, Hamilton, Canada.,The Hamilton Center for Kidney Research, St. Joseph's Hospital, Canada
| | - Wenjuan Mei
- Division of Nephrology, Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Father Sean O'Sullivan Research Institute, Hamilton, Canada.,The Hamilton Center for Kidney Research, St. Joseph's Hospital, Canada.,Department of Nephrology, The First Affiliated Hospital of Nanchang University, Jiangxi, China
| | - Yan Gu
- Division of Nephrology, Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Father Sean O'Sullivan Research Institute, Hamilton, Canada.,The Hamilton Center for Kidney Research, St. Joseph's Hospital, Canada
| | - Xiaozeng Lin
- Division of Nephrology, Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Father Sean O'Sullivan Research Institute, Hamilton, Canada.,The Hamilton Center for Kidney Research, St. Joseph's Hospital, Canada
| | - Lizhi He
- Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - Hui Zeng
- Division of Nephrology, Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Father Sean O'Sullivan Research Institute, Hamilton, Canada.,The Hamilton Center for Kidney Research, St. Joseph's Hospital, Canada.,Department of Thoracic Surgery, Fourth Hospital of Hebei Medical University, Shijiazhuang City, China
| | - Fengxiang Wei
- The Genetics Laboratory, Longgang District Maternity and Child Healthcare Hospital, Shenzhen, Guangdong, China
| | - Xinhong Wan
- The Genetics Laboratory, Longgang District Maternity and Child Healthcare Hospital, Shenzhen, Guangdong, China
| | - Huixiang Yang
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsa, Hunan, China
| | - Pierre Major
- Division of Medical Oncology, Department of Oncology, McMaster University, Hamilton, Ontario, Canada
| | - Damu Tang
- Division of Nephrology, Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Father Sean O'Sullivan Research Institute, Hamilton, Canada.,The Hamilton Center for Kidney Research, St. Joseph's Hospital, Canada
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130
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Gu Y, Chow MJ, Kapoor A, Mei W, Jiang Y, Yan J, De Melo J, Seliman M, Yang H, Cutz JC, Bonert M, Major P, Tang D. Biphasic Alteration of Butyrylcholinesterase (BChE) During Prostate Cancer Development. Transl Oncol 2018; 11:1012-1022. [PMID: 29966864 PMCID: PMC6031255 DOI: 10.1016/j.tranon.2018.06.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 05/31/2018] [Accepted: 06/11/2018] [Indexed: 12/19/2022] Open
Abstract
Butyrylcholinesterase (BChE) is a plasma enzyme that hydrolyzes ghrelin and bioactive esters, suggesting a role in modulating metabolism. Serum BChE is reduced in cancer patients. In prostate cancer (PC), the down-regulation is associated with disease recurrence. Nonetheless, how BChE is expressed in PC and its impact on PC remain unclear. We report here the biphasic changes of BChE expression in PC. In vitro, BChE expression was decreased in more tumorigenic PC stem-like cells (PCSLCs), DU145, and PC3 cells compared to less tumorigenic non-stem PCs and LNCaP cells. On the other hand, BChE was expressed at a higher level in LNCaP cells than immortalized but non-tumorigenic prostate epithelial BPH-1 cells. In vivo, BChE expression was up-regulated in DU145 xenografts compared to LNCaP xenografts; DU145 cell-derived lung metastases displayed comparable levels of BChE as subcutaneous tumors. Furthermore, LNCaP xenografts produced in castrated mice exhibited a significant increase of BChE expression compared to xenografts generated in intact mice. In patients, BChE expression was down-regulated in PCs (n = 340) compared to prostate tissues (n = 86). In two independent PC populations MSKCC (n = 130) and TCGA Provisional (n = 490), BChE mRNA levels were reduced from World Health Organization grade group 1 (WHOGG 1) PCs to WHOGG 3 PCs, followed by a significant increase in WHOGG 5 PCs. The up-regulation was associated with a reduction in disease-free survival (P = .008). Collectively, we demonstrated for the first time a biphasic alteration of BChE, its down-regulation at early stage of PC and its up-regulation at advanced PC.
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Affiliation(s)
- Yan Gu
- Division of Nephrology, Department of Medicine, McMaster University, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Research Institute of St Joe's Hamilton, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Hamilton Center for Kidney Research, St. Joseph's Hospital, Hamilton, Ontario, Canada
| | - Mathilda Jing Chow
- Division of Nephrology, Department of Medicine, McMaster University, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Research Institute of St Joe's Hamilton, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Hamilton Center for Kidney Research, St. Joseph's Hospital, Hamilton, Ontario, Canada
| | - Anil Kapoor
- the Hamilton Center for Kidney Research, St. Joseph's Hospital, Hamilton, Ontario, Canada; Department of Surgery, McMaster University, Hamilton, Ontario, Canada
| | - Wenjuan Mei
- Division of Nephrology, Department of Medicine, McMaster University, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Research Institute of St Joe's Hamilton, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Hamilton Center for Kidney Research, St. Joseph's Hospital, Hamilton, Ontario, Canada; Department of Nephrology, the First Affiliated Hospital of Nanchang University, Jiangxi, China
| | - Yanzhi Jiang
- Division of Nephrology, Department of Medicine, McMaster University, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Research Institute of St Joe's Hamilton, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Hamilton Center for Kidney Research, St. Joseph's Hospital, Hamilton, Ontario, Canada; Department of Gastroenterology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Judy Yan
- Division of Nephrology, Department of Medicine, McMaster University, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Research Institute of St Joe's Hamilton, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Hamilton Center for Kidney Research, St. Joseph's Hospital, Hamilton, Ontario, Canada
| | - Jason De Melo
- Division of Nephrology, Department of Medicine, McMaster University, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Research Institute of St Joe's Hamilton, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Hamilton Center for Kidney Research, St. Joseph's Hospital, Hamilton, Ontario, Canada
| | - Maryam Seliman
- Division of Nephrology, Department of Medicine, McMaster University, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Research Institute of St Joe's Hamilton, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Hamilton Center for Kidney Research, St. Joseph's Hospital, Hamilton, Ontario, Canada; School of Medicine, the National University of Ireland, Galway, Ireland
| | - Huixiang Yang
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jean-Claude Cutz
- Division of Anatomical Pathology, Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Michael Bonert
- Division of Anatomical Pathology, Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Pierre Major
- Division of Medical Oncology, Department of Oncology, McMaster University, Hamilton, Ontario, Canada.
| | - Damu Tang
- Division of Nephrology, Department of Medicine, McMaster University, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Research Institute of St Joe's Hamilton, St. Joseph's Hospital, Hamilton, Ontario, Canada; the Hamilton Center for Kidney Research, St. Joseph's Hospital, Hamilton, Ontario, Canada.
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131
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Targets missed: predictors of MRI-targeted biopsy failing to accurately localize prostate cancer found on systematic biopsy. Prostate Cancer Prostatic Dis 2018; 21:549-555. [PMID: 29988101 DOI: 10.1038/s41391-018-0062-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2018] [Revised: 04/15/2018] [Accepted: 04/21/2018] [Indexed: 11/08/2022]
Abstract
BACKGROUND Magnetic resonance imaging (MRI)/ultrasound (US) fusion-guided biopsy has improved the ability to localize and detect prostate cancer (PCa) with efficiency surpassing systematic biopsy. Nevertheless, some patients have PCa missed using the MRI-targeted biopsy sampling alone. We aim to identify clinical and imaging parameters associated with cases where targeted biopsy did not detect PCa compared to systematic biopsy. METHODS We conducted a retrospective review of patients who underwent MRI/US fusion-guided biopsy in addition to concurrent systematic, extended-sextant biopsy between 2014 and 2017. For patients with PCa detected on systematic biopsy not properly localized by MRI/US fusion-guided biopsy, the sextant distance from MRI-targeted lesion to the cancer-positive sextant was calculated and parameters potentially predicting this targeting miss were evaluated. RESULTS In all, 35/127 (27.6%) patients with single-session MRI/US fusion-guided biopsy plus standard biopsy finding PCa had lesions incorrectly localized. Of these, 15/35 (42.9%) were identified as possible fusion-software misregistrations. The remainder, 12/35 (34.3%), represented targeted biopsies one sextant away from the cancer focus and 8/35 (22.9%) targeted biopsies two sextants away from the cancer focus. Only 7/35 (20.0%) patients were determined to have clinically significant PCa, which represents 7/127 (5.5%) of the overall population. Lower MRI lesion volumes (p = 0.022), lesion density (p < 0.001), and PI-RADS scores (p < 0.001) were significantly associated with targeted biopsy missing PCa detected on systematic biopsy. CONCLUSION Clinically significant PCa is rarely missed utilizing MRI/US fusion-guided biopsy. With the majority of missed tumors representing targeting misregistrations or cases of low-grade cancer in sextants immediately adjacent to MRI suspicious lesions. Lower MRI lesion volumes, lesion density, and PI-RADS are predictors of cases with targeted biopsies missing cancer, for which systematic sampling of the sextants containing MRI targets and adjacent sextants would most optimize PCa detection.
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132
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Hompland T, Hole KH, Ragnum HB, Aarnes EK, Vlatkovic L, Lie AK, Patzke S, Brennhovd B, Seierstad T, Lyng H. Combined MR Imaging of Oxygen Consumption and Supply Reveals Tumor Hypoxia and Aggressiveness in Prostate Cancer Patients. Cancer Res 2018; 78:4774-4785. [DOI: 10.1158/0008-5472.can-17-3806] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 03/14/2018] [Accepted: 06/20/2018] [Indexed: 11/16/2022]
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133
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Spatial maps of prostate cancer transcriptomes reveal an unexplored landscape of heterogeneity. Nat Commun 2018; 9:2419. [PMID: 29925878 PMCID: PMC6010471 DOI: 10.1038/s41467-018-04724-5] [Citation(s) in RCA: 335] [Impact Index Per Article: 47.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 05/18/2018] [Indexed: 02/07/2023] Open
Abstract
Intra-tumor heterogeneity is one of the biggest challenges in cancer treatment today. Here we investigate tissue-wide gene expression heterogeneity throughout a multifocal prostate cancer using the spatial transcriptomics (ST) technology. Utilizing a novel approach for deconvolution, we analyze the transcriptomes of nearly 6750 tissue regions and extract distinct expression profiles for the different tissue components, such as stroma, normal and PIN glands, immune cells and cancer. We distinguish healthy and diseased areas and thereby provide insight into gene expression changes during the progression of prostate cancer. Compared to pathologist annotations, we delineate the extent of cancer foci more accurately, interestingly without link to histological changes. We identify gene expression gradients in stroma adjacent to tumor regions that allow for re-stratification of the tumor microenvironment. The establishment of these profiles is the first step towards an unbiased view of prostate cancer and can serve as a dictionary for future studies. Heterogeneity within tumors presents a challenge to cancer treatment. Here, the authors investigate transcriptional heterogeneity in prostate cancer, examining expression profiles of different tissue components and highlighting expression gradients in the tumor microenvironment.
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134
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Defining the optimal method for reporting prostate cancer grade and tumor extent on magnetic resonance/ultrasound fusion–targeted biopsies. Hum Pathol 2018; 76:68-75. [DOI: 10.1016/j.humpath.2018.03.005] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 02/20/2018] [Accepted: 03/07/2018] [Indexed: 11/20/2022]
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135
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Helsmoortel H, Everaert C, Lumen N, Ost P, Vandesompele J. Detecting long non-coding RNA biomarkers in prostate cancer liquid biopsies: Hype or hope? Noncoding RNA Res 2018; 3:64-74. [PMID: 30159441 PMCID: PMC6096408 DOI: 10.1016/j.ncrna.2018.05.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Revised: 05/02/2018] [Accepted: 05/02/2018] [Indexed: 12/22/2022] Open
Abstract
Prostate cancer is a heterogeneous malignancy, with clinical courses widely differing between indolent and aggressive lethal disease. This heterogeneity calls for a more personalized approach towards diagnosis, prognosis, treatment decision, monitoring and follow-up of patients. In this review, we discuss the possibilities and drawbacks of detecting RNA biomarkers in biological fluids to improve disease-specific survival and quality of life. In particular, we examine literature on long non-coding RNAs in blood and urine of prostate cancer patients. We thereby specifically focus on the need for standard operation procedures on many different levels, analytical validation, clinical validation, and assessment of clinical utility. We argue that thorough multi-step validation of putative biomarkers is necessary for successful translation into clinical prostate cancer care. Our recommendations may also prove useful to biomarker research in other cancers.
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Affiliation(s)
- Hetty Helsmoortel
- Center for Medical Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
| | - Celine Everaert
- Center for Medical Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
| | - Nicolaas Lumen
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Urology, Ghent University Hospital, Ghent, Belgium
| | - Piet Ost
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Radiation Oncology and Experimental Cancer Research, Ghent University, Ghent, Belgium
| | - Jo Vandesompele
- Center for Medical Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
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Stuelten CH, Parent CA, Montell DJ. Cell motility in cancer invasion and metastasis: insights from simple model organisms. Nat Rev Cancer 2018; 18:296-312. [PMID: 29546880 PMCID: PMC6790333 DOI: 10.1038/nrc.2018.15] [Citation(s) in RCA: 332] [Impact Index Per Article: 47.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Metastasis remains the greatest challenge in the clinical management of cancer. Cell motility is a fundamental and ancient cellular behaviour that contributes to metastasis and is conserved in simple organisms. In this Review, we evaluate insights relevant to human cancer that are derived from the study of cell motility in non-mammalian model organisms. Dictyostelium discoideum, Caenorhabditis elegans, Drosophila melanogaster and Danio rerio permit direct observation of cells moving in complex native environments and lend themselves to large-scale genetic and pharmacological screening. We highlight insights derived from each of these organisms, including the detailed signalling network that governs chemotaxis towards chemokines; a novel mechanism of basement membrane invasion; the positive role of E-cadherin in collective direction-sensing; the identification and optimization of kinase inhibitors for metastatic thyroid cancer on the basis of work in flies; and the value of zebrafish for live imaging, especially of vascular remodelling and interactions between tumour cells and host tissues. While the motility of tumour cells and certain host cells promotes metastatic spread, the motility of tumour-reactive T cells likely increases their antitumour effects. Therefore, it is important to elucidate the mechanisms underlying all types of cell motility, with the ultimate goal of identifying combination therapies that will increase the motility of beneficial cells and block the spread of harmful cells.
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Affiliation(s)
- Christina H. Stuelten
- Laboratory of Cellular and Molecular Biology, Center for Cancer Research, NCI, NIH, Bethesda, MD, USA
| | - Carole A. Parent
- Laboratory of Cellular and Molecular Biology, Center for Cancer Research, NCI, NIH, Bethesda, MD, USA
- Department of Pharmacology, Michigan Medicine, Life Sciences Institute, University of Michigan, Ann Arbor, MI, USA
- ;
| | - Denise J. Montell
- Molecular, Cellular, and Developmental Biology Department, University of California, Santa Barbara, CA, USA
- ;
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Gordetsky JB, Saylor B, Bae S, Nix JW, Rais-Bahrami S. Prostate cancer management choices in patients undergoing multiparametric magnetic resonance imaging/ultrasound fusion biopsy compared to systematic biopsy. Urol Oncol 2018. [DOI: 10.1016/j.urolonc.2018.02.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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138
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The Impact of Pathologic Upgrading of Gleason Score 7 Prostate Cancer on the Risk of the Biochemical Recurrence after Radical Prostatectomy. BIOMED RESEARCH INTERNATIONAL 2018; 2018:4510149. [PMID: 29854755 PMCID: PMC5952586 DOI: 10.1155/2018/4510149] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 03/26/2018] [Indexed: 11/17/2022]
Abstract
Objective To investigate the impact of pathologic upgrading of Gleason score (GS) 7 prostate cancer on the risk of the biochemical recurrence. Materials and Methods A total of 1678 patients with postoperative GS 7 prostate cancer without lymph node metastasis were reviewed retrospectively. The patients were categorized into four groups depending on pathologic upgrading: upgraded GS 3+4, nonupgraded GS 3+4, upgraded GS 4+3, and nonupgraded GS 4+3. Kaplan-Meier multivariate model was created. Results The mean age was significantly higher in the nonupgraded GS 4+3 group than in other groups, whereas the mean prostate-specific antigen (PSA) level was lower in the upgraded GS 3+4 group. Pathologic findings, such as extracapsular extension, seminal vesical invasion, and the surgical margin rate, were different from each other. Five-year biochemical recurrence-free survival rate was 85%, 73%, 69%, and 60% in upgraded GS 3+4, nonupgraded GS 3+4, upgraded GS 4+3, and nonupgraded GS 4+3 group, respectively. There was significant difference between the nonupgraded 4+3 and upgraded 4+3 group, as well as between upgraded 3+4 and nonupgraded 3+4 group. However, the two middle patient groups, that is, the nonupgraded GS 3+4 group and the upgraded GS 4+3 group, did not show the statistical difference (Log-rank test, p value = 0.259). Conclusion The information on pathologic upgrading in the biopsy reports of patients could help to provide more detailed analysis for the biochemical recurrence of GS 7 prostate cancer.
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Gordetsky JB, Rais-Bahrami S. Editorial Comment. J Urol 2018; 200:112-113. [PMID: 29654735 DOI: 10.1016/j.juro.2018.01.099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Jennifer B Gordetsky
- Departments of Pathology and Urology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Soroush Rais-Bahrami
- Departments of Urology and Radiology, University of Alabama at Birmingham, Birmingham, Alabama
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Kamali K, Ashrafi M, Shadpour P, Ameli M, Khayyamfar A, Abolhasani M, Azizpoor A. The role of blood neutrophil count and the neutrophil-to-lymphocyte ratio as a predictive factor for prostate biopsy results. Urologia 2018; 85:158-162. [PMID: 29633657 DOI: 10.1177/0391560318766822] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND: It is apparent that prostate cancer has harmful effects on the erythrocytes, leucocytes, and platelets. In addition, it has been suggested that the toxic granules in neutrophils lead to inflammation in the cancerous tissues besides the activation of monocytes, so in this study we aimed to evaluate the blood neutrophil count besides the neutrophil-to-lymphocyte ratio as a predictive factor for prostate biopsy results and their relationship with prostate cancer grade in patients undergoing biopsy of the prostate. METHODS: For all men with irritative lower urinary tract symptoms visiting Hasheminezhad Hospital from January to July 2015, in case of having a suspicious digital rectal examination or aged above 40 years, prostate-specific antigen was requested and in case of abnormal results, they underwent prostate biopsy. In order to examine the study hypothesis, the blood neutrophil count and the neutrophil-to-lymphocyte ratio were measured and compared with the abnormal prostate-specific antigen results and suspicious digital rectal examination. RESULTS: Among the 500 referred samples for biopsy, 352 (70.4%) had a negative biopsy result, while it was positive in the other 148 (29.6). The mean neutrophil count showed no statistical difference regarding the biopsy results (p = 0.381). When measuring the neutrophil-to-lymphocyte ratio again with biopsy results, no statistically significant difference was obtained based on the biopsy results (p = 0.112). CONCLUSION: Neutrophil count and neutrophil-to-lymphocyte ratio cannot be predictive factors for positive prostate cancer biopsy.
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Affiliation(s)
- Koosha Kamali
- 1 Department of Urology, Iran University of Medical Sciences (IUMS), Tehran, Iran
| | - Mojtaba Ashrafi
- 2 Department of Urology, Zabol University of Medical Sciences, Zabol, Iran
| | - Pejman Shadpour
- 3 Hasheminejad Kidney Center (HKC), Urology Hospital Management Research Center (HMRC), Iran University of Medical Sciences (IUMS), Tehran, Iran
| | - Mojtaba Ameli
- 4 Department of Surgery, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Amirmahdi Khayyamfar
- 5 Student research committee, Faculty of medicine, Iran University of Medical Sciences (IUMS), Tehran, Iran
| | - Maryam Abolhasani
- 6 Oncopathology Research Center, Iran University of Medical Sciences (IUMS), Tehran, Iran
| | - Amin Azizpoor
- 7 Health Information Technology, Tehran University of Medical Sciences, Tehran, Iran
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Lavallée E, Bergeron M, Buteau FA, Blouin AC, Duchesnay N, Dujardin T, Tiguert R, Lacombe L, Fradet V, Makao-Nguile M, Fradet Y, Beauregard JM, Pouliot F. Increased Prostate Cancer Glucose Metabolism Detected by 18F-fluorodeoxyglucose Positron Emission Tomography/Computed Tomography in Localised Gleason 8-10 Prostate Cancers Identifies Very High-risk Patients for Early Recurrence and Resistance to Castration. Eur Urol Focus 2018; 5:998-1006. [PMID: 29609897 DOI: 10.1016/j.euf.2018.03.008] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 02/19/2018] [Accepted: 03/14/2018] [Indexed: 12/22/2022]
Abstract
BACKGROUND The accuracy of 18F-fluorodeoxyglucose positron emission tomography/computed tomography (FDG-PET/CT) to stage prostate cancer (PCa) is limited. However, Gleason 8-10 PCa and more aggressive metastatic PCa have been shown to exhibit a higher glycolytic activity. OBJECTIVE To evaluate the potential of intraprostatic FDG uptake to prognose Gleason 8-10 PCa patients prior to prostatectomy, based on tumour intrinsic biology. DESIGN, SETTING, AND PARTICIPANTS FDG-PET/CT and a bone scan were performed as a staging procedure prior to prostatectomy in 148 consecutive patients diagnosed with PCa with a Gleason sum of ≥8 at biopsy. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS The FDG-PET/CT images were blind reviewed. Lymph node (LN) metastasis and intraprostatic FDG uptake were systematically recorded, and correlated with the patients' clinicopathological characteristics. RESULTS AND LIMITATIONS FDG-PET/CT detected foci of intraprostatic FDG uptake in 66% of patients. An intraprostatic FDG uptake of maximum intraprostatic standardised uptake value (SUVmax) of ≥4.6 was statistically significantly associated with a higher pathological Gleason ≥8, extracapsular extension, seminal vesicle invasion, and pathological LN metastasis. In multivariate analysis, an intraprostatic SUVmax of ≥4.6 was associated with a two-fold increased risk of biochemical recurrence in the year following surgery. Patients with an intraprostatic SUVmax of ≥4.6 had estimated median biochemical recurrence-free survival (BFS) of 11.3mo compared with 49.5mo for those with a lower SUVmax. Finally, high intraprostatic FDG uptake was associated with shorter time to castration resistance following radical prostatectomy (RP). CONCLUSIONS Preoperative intraprostatic FDG uptake is an integrator of adverse pathological prognostic factors, predicting BFS and castration resistance following RP in patients with a Gleason score ≥8 PCa at biopsy. These results support the use of preoperative FDG-PET/CT as a tool to distinguish at diagnosis very high-risk Gleason 8-10 PCa patients in whom novel neoadjuvant or adjuvant therapies should be explored. PATIENT SUMMARY This study shows that an increased use of glucose by prostate cancer cells detected by 18F-fluorodeoxyglucose positron emission tomography molecular imaging can identify aggressive prostate cancers.
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Affiliation(s)
- Etienne Lavallée
- Division of Urology, Department of Surgery and Cancer Research Center, Université Laval, Québec City, Canada; Division of Urology, Department of Surgery and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine and Cancer Research Center, Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Medical Imaging and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada
| | - Michelle Bergeron
- Division of Urology, Department of Surgery and Cancer Research Center, Université Laval, Québec City, Canada; Division of Urology, Department of Surgery and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine and Cancer Research Center, Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Medical Imaging and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada
| | - François-Alexandre Buteau
- Division of Urology, Department of Surgery and Cancer Research Center, Université Laval, Québec City, Canada; Division of Urology, Department of Surgery and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine and Cancer Research Center, Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Medical Imaging and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada
| | - Annie-Claude Blouin
- Division of Urology, Department of Surgery and Cancer Research Center, Université Laval, Québec City, Canada; Division of Urology, Department of Surgery and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine and Cancer Research Center, Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Medical Imaging and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada
| | - Nicolas Duchesnay
- Division of Urology, Department of Surgery and Cancer Research Center, Université Laval, Québec City, Canada; Division of Urology, Department of Surgery and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine and Cancer Research Center, Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Medical Imaging and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada
| | - Thierry Dujardin
- Division of Urology, Department of Surgery and Cancer Research Center, Université Laval, Québec City, Canada; Division of Urology, Department of Surgery and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine and Cancer Research Center, Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Medical Imaging and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada
| | - Rabi Tiguert
- Division of Urology, Department of Surgery and Cancer Research Center, Université Laval, Québec City, Canada; Division of Urology, Department of Surgery and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine and Cancer Research Center, Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Medical Imaging and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada
| | - Louis Lacombe
- Division of Urology, Department of Surgery and Cancer Research Center, Université Laval, Québec City, Canada; Division of Urology, Department of Surgery and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine and Cancer Research Center, Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Medical Imaging and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada
| | - Vincent Fradet
- Division of Urology, Department of Surgery and Cancer Research Center, Université Laval, Québec City, Canada; Division of Urology, Department of Surgery and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine and Cancer Research Center, Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Medical Imaging and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada
| | - Molière Makao-Nguile
- Division of Urology, Department of Surgery and Cancer Research Center, Université Laval, Québec City, Canada; Division of Urology, Department of Surgery and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine and Cancer Research Center, Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Medical Imaging and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada
| | - Yves Fradet
- Division of Urology, Department of Surgery and Cancer Research Center, Université Laval, Québec City, Canada; Division of Urology, Department of Surgery and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine and Cancer Research Center, Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Medical Imaging and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada
| | - Jean-Mathieu Beauregard
- Division of Urology, Department of Surgery and Cancer Research Center, Université Laval, Québec City, Canada; Division of Urology, Department of Surgery and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine and Cancer Research Center, Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Medical Imaging and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada
| | - Frédéric Pouliot
- Division of Urology, Department of Surgery and Cancer Research Center, Université Laval, Québec City, Canada; Division of Urology, Department of Surgery and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine and Cancer Research Center, Université Laval, Québec City, Canada; Division of Nuclear Medicine, Department of Medical Imaging and Oncology Axis of CHU de Québec Research Center, CHU de Québec-Université Laval, Québec City, Canada.
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Oliveira AI, Xavier-Magalhães A, Moreira-Barbosa C, Magalhães H, Henrique R, Jerónimo C, Costa BM. Influence of HOTAIR rs920778 and rs12826786 genetic variants on prostate cancer risk and progression-free survival. Biomark Med 2018; 12:257-264. [DOI: 10.2217/bmm-2017-0258] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
Aim: Evaluate the impact of the single nucleotide polymorphisms rs920778 and rs12826786 in the long noncoding RNA HOTAIR in the susceptibility and prognosis of prostate cancer (PCa) patients. Patients & methods: HOTAIR single nucleotide polymorphisms were genotyped by restriction fragment length polymorphism in 151 PCa cases and 180 cancer-free controls. Odds ratio, 95% CIs and prognostic significance were calculated. Results: Our data showed no statistically significant associations between HOTAIR polymorphic variants in rs920778 and rs12826786 and PCa susceptibility. However, the CC genotype in rs12826786 was significantly associated with shorter biochemical recurrence-free survival in pT3-stage PCa patients. Conclusion: Our results indicate that HOTAIR rs12826786 CC genotype may be an independent prognostic biomarker in a particular subset of PCa tumors.
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Affiliation(s)
- Ana Isabel Oliveira
- Life & Health Sciences Research Institute (ICVS), School of Medicine, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
- ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
| | - Ana Xavier-Magalhães
- Life & Health Sciences Research Institute (ICVS), School of Medicine, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
- ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
| | - Catarina Moreira-Barbosa
- Cancer Biology & Epigenetics Group – Research Center CI-IPOP, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Hugo Magalhães
- Life & Health Sciences Research Institute (ICVS), School of Medicine, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
- ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
| | - Rui Henrique
- Cancer Biology & Epigenetics Group – Research Center CI-IPOP, Portuguese Oncology Institute of Porto, Porto, Portugal
- Department of Pathology & Molecular Immunology, Institute of Biomedical Sciences Abel Salazar – University of Porto (ICBAS-UP), Porto, Portugal
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Carmen Jerónimo
- Cancer Biology & Epigenetics Group – Research Center CI-IPOP, Portuguese Oncology Institute of Porto, Porto, Portugal
- Department of Pathology & Molecular Immunology, Institute of Biomedical Sciences Abel Salazar – University of Porto (ICBAS-UP), Porto, Portugal
| | - Bruno M Costa
- Life & Health Sciences Research Institute (ICVS), School of Medicine, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
- ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
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Miller ET, Salmasi A, Reiter RE. Anatomic and Molecular Imaging in Prostate Cancer. Cold Spring Harb Perspect Med 2018; 8:cshperspect.a030619. [PMID: 28710256 DOI: 10.1101/cshperspect.a030619] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Prostate cancer is characterized by a complex set of heterogeneous disease states. This review aims to describe how imaging has been studied within each specific state. As physicians transition into an era of precision medicine, multiparametric magnetic resonance imaging (mpMRI) is proving to be a powerful tool leading the way for a paradigm shift in the diagnosis and management of localized prostate cancer. With further research and development, molecular imaging modalities will likely change the way we approach recurrent and metastatic disease. Given the range of possible oncological progression patterns, a thorough understanding of the underlying carcinogenesis, as it relates to imaging, is a requisite if we are to appropriately manage prostate cancer in future decades.
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Affiliation(s)
- Eric T Miller
- Department of Urology, David Geffen School of Medicine at UCLA, Los Angeles, California 90095
| | - Amirali Salmasi
- Department of Urology, David Geffen School of Medicine at UCLA, Los Angeles, California 90095
| | - Robert E Reiter
- Department of Urology, David Geffen School of Medicine at UCLA, Los Angeles, California 90095.,Jonsson Comprehensive Cancer Center, David Geffen School of Medicine at UCLA, Los Angeles, California 90095
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144
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Patel R, Khalifa AO, Isali I, Shukla S. Prostate cancer susceptibility and growth linked to Y chromosome genes. Front Biosci (Elite Ed) 2018; 10:423-436. [PMID: 29293466 PMCID: PMC6152832 DOI: 10.2741/e830] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
The role of Y chromosome in prostate cancer progression and incidence is not well known. Among the 46 chromosomes, Y chromosome determines the male gender. The Y chromosome is smaller than the X chromosome and contains only 458 genes compared to over 2000 genes found in the X chromosome. The Y chromosome is prone to high mutation rates, created exclusively in sperm cells due to the highly oxidative environment of the testis. Y chromosome harbors epigenetic information, which affects the expression of genes associated with the incidence and progression of prostate cancer. In this review, we focus on Y chromosome related genetic abnormalities, likely to be involved in the development and progression of prostate cancer.
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Affiliation(s)
- Riddhi Patel
- Department of Urology, Case Western Reserve University, 11100 Euclid Avenue, Cleveland, OH, USA
| | - Ahmad O Khalifa
- Urology Dept. Case Western Reserve University, Cleveland, Ohio and Menofia University, Shebin Al kom, Egpt
| | - Ilaha Isali
- Department of Urology, Case Western Reserve University, 11100 Euclid Avenue, Cleveland, OH, USA
| | - Sanjeev Shukla
- Department of Urology, Case Western Reserve University, 11100 Euclid Avenue, Cleveland, OH, USA,
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de Souza MF, de Azevedo Araujo ALC, da Silva MT, Athanazio DA. The Gleason pattern 4 in radical prostatectomy specimens in current practice - Quantification, morphology and concordance with biopsy. Ann Diagn Pathol 2017; 34:13-17. [PMID: 29661718 DOI: 10.1016/j.anndiagpath.2017.12.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2017] [Revised: 11/29/2017] [Accepted: 12/14/2017] [Indexed: 10/18/2022]
Abstract
PURPOSE The upgrading of a prostate acinar adenocarcinoma grade group 1 (GG1) between needle biopsy and prostatectomy is common. The extent of high-grade tumor and cribriform morphology are currently suggested as prognostic factors. METHODS We reviewed 159 prostatectomy specimens from a private laboratory and an academic/public institution in Salvador, Bahia. RESULTS Tumors signed as GG1 at biopsy were upgraded in 59% of all cases. These tumors showed a low frequency of non-focal extraprostatic extension (one case, 3%), extensive positive surgical margins (two cases, 6%) and seminal vesicle invasion (one case, 3%). Among GG2 and GG3 tumors at prostatectomy, the percentage of Gleason pattern 4 (Gp4) involving the gland at ≤1%, 2-5% and >5% was associated with extensive extraprostatic extension (9%, 8% and 42%, respectively) and seminal vesicle invasion (1%, 10% and 31%, respectively). The volume of Gp4 of ≤1ml, >1 to 2ml and >2ml was associated with extensive extraprostatic extension (8%, 26% and 38%, respectively), seminal vesicle invasion (2%, 21% and 33%, respectively) and non-focal positive surgical margins (12%, 26% and 29%, respectively). Some GG2 tumors (~20%) indeed showed at least one measurement of Gp4 higher than one quarter of GG3 carcinomas. Cribriform morphology showed no significant associations for other adverse pathologic prognostic factors. CONCLUSION Upgrading from GG1 to GG2 is associated with a very low frequency of morphologic features associated with poor prognosis. Routine quantification of Gp4 is feasible in radical prostatectomy products and seems to better stratify tumors regarding the association with other morphologic parameters of prognostic importance.
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Affiliation(s)
- Maiara Ferreira de Souza
- Department of Pathology, Faculty of Medicine, Largo do Terreiro de Jesus s/n, Federal University of Bahia, 40025010 Salvador, Brazil; Hospital Universitário Professor Edgard Santos, Rua Augusto Viana, sn, Canela, Salvador 40110060, Brazil
| | | | - Mariana Trindade da Silva
- Department of Pathology, Faculty of Medicine, Largo do Terreiro de Jesus s/n, Federal University of Bahia, 40025010 Salvador, Brazil
| | - Daniel Abensur Athanazio
- Department of Pathology, Faculty of Medicine, Largo do Terreiro de Jesus s/n, Federal University of Bahia, 40025010 Salvador, Brazil; Hospital Universitário Professor Edgard Santos, Rua Augusto Viana, sn, Canela, Salvador 40110060, Brazil..
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146
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Braadland PR, Giskeødegård G, Sandsmark E, Bertilsson H, Euceda LR, Hansen AF, Guldvik IJ, Selnæs KM, Grytli HH, Katz B, Svindland A, Bathen TF, Eri LM, Nygård S, Berge V, Taskén KA, Tessem MB. Ex vivo metabolic fingerprinting identifies biomarkers predictive of prostate cancer recurrence following radical prostatectomy. Br J Cancer 2017; 117:1656-1664. [PMID: 28972967 PMCID: PMC5729443 DOI: 10.1038/bjc.2017.346] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Revised: 08/18/2017] [Accepted: 09/01/2017] [Indexed: 12/21/2022] Open
Abstract
Background: Robust biomarkers that identify prostate cancer patients with high risk of recurrence will improve personalised cancer care. In this study, we investigated whether tissue metabolites detectable by high-resolution magic angle spinning magnetic resonance spectroscopy (HR-MAS MRS) were associated with recurrence following radical prostatectomy. Methods: We performed a retrospective ex vivo study using HR-MAS MRS on tissue samples from 110 radical prostatectomy specimens obtained from three different Norwegian cohorts collected between 2002 and 2010. At the time of analysis, 50 patients had experienced prostate cancer recurrence. Associations between metabolites, clinicopathological variables, and recurrence-free survival were evaluated using Cox proportional hazards regression modelling, Kaplan–Meier survival analyses and concordance index (C-index). Results: High intratumoural spermine and citrate concentrations were associated with longer recurrence-free survival, whereas high (total-choline+creatine)/spermine (tChoCre/Spm) and higher (total-choline+creatine)/citrate (tChoCre/Cit) ratios were associated with shorter time to recurrence. Spermine concentration and tChoCre/Spm were independently associated with recurrence in multivariate Cox proportional hazards modelling after adjusting for clinically relevant risk factors (C-index: 0.769; HR: 0.72; P=0.016 and C-index: 0.765; HR: 1.43; P=0.014, respectively). Conclusions: Spermine concentration and tChoCre/Spm ratio in prostatectomy specimens were independent prognostic markers of recurrence. These metabolites can be noninvasively measured in vivo and may thus offer predictive value to establish preoperative risk assessment nomograms.
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Affiliation(s)
- Peder R Braadland
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, PO Box 4953 Nydalen, Oslo 0424, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo 0313, Norway
| | - Guro Giskeødegård
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, NTNU - Norwegian University of Science and Technology, Postboks 8905, Trondheim 7491, Norway
| | - Elise Sandsmark
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, NTNU - Norwegian University of Science and Technology, Postboks 8905, Trondheim 7491, Norway
| | - Helena Bertilsson
- St Olavs Hospital, Trondheim University Hospital, Trondheim 7030, Norway.,Department of Cancer Research and Molecular Medicine, Faculty of Medicine, NTNU - Norwegian University of Science and Technology, Trondheim 7491, Norway
| | - Leslie R Euceda
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, NTNU - Norwegian University of Science and Technology, Postboks 8905, Trondheim 7491, Norway
| | - Ailin F Hansen
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, NTNU - Norwegian University of Science and Technology, Postboks 8905, Trondheim 7491, Norway
| | - Ingrid J Guldvik
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, PO Box 4953 Nydalen, Oslo 0424, Norway
| | - Kirsten M Selnæs
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, NTNU - Norwegian University of Science and Technology, Postboks 8905, Trondheim 7491, Norway
| | - Helene H Grytli
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, PO Box 4953 Nydalen, Oslo 0424, Norway
| | - Betina Katz
- Department of Pathology, Oslo University Hospital, Oslo 0424, Norway
| | - Aud Svindland
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo 0313, Norway.,Department of Pathology, Oslo University Hospital, Oslo 0424, Norway
| | - Tone F Bathen
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, NTNU - Norwegian University of Science and Technology, Postboks 8905, Trondheim 7491, Norway
| | - Lars M Eri
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo 0313, Norway.,Department of Urology, Oslo University Hospital, Oslo 0424, Norway
| | - Ståle Nygård
- Bioinformatics Core Facility, Institute for Medical Informatics, Oslo University Hospital, Oslo 0424, Norway
| | - Viktor Berge
- Department of Urology, Oslo University Hospital, Oslo 0424, Norway
| | - Kristin A Taskén
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, PO Box 4953 Nydalen, Oslo 0424, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo 0313, Norway
| | - May-Britt Tessem
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, NTNU - Norwegian University of Science and Technology, Postboks 8905, Trondheim 7491, Norway
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147
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Offermann A, Hohensteiner S, Kuempers C, Ribbat-Idel J, Schneider F, Becker F, Hupe MC, Duensing S, Merseburger AS, Kirfel J, Reischl M, Lubczyk V, Kuefer R, Perner S. Prognostic Value of the New Prostate Cancer International Society of Urological Pathology Grade Groups. Front Med (Lausanne) 2017; 4:157. [PMID: 29034236 PMCID: PMC5626925 DOI: 10.3389/fmed.2017.00157] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2017] [Accepted: 09/12/2017] [Indexed: 11/29/2022] Open
Abstract
Gleason grading is the best independent predictor for prostate cancer (PCa) progression. Recently, a new PCa grading system has been introduced by the International Society of Urological Pathology (ISUP) and is recommended by the World Health Organization (WHO). Following studies observed more accurate and simplified grade stratification of the new system. Aim of this study was to compare the prognostic value of the new grade groups compared to the former Gleason Grading and to determine whether re-definition of Gleason Pattern 4 might reduce upgrading from prostate biopsy to radical prostatectomy (RP) specimen. A cohort of men undergoing RP from 2002 to 2015 at the Hospital of Goeppingen (Goeppingen, Germany) was used for this study. In total, 339 pre-operative prostatic biopsies and corresponding RP specimens, as well as additional 203 RP specimens were re-reviewed for Grade Groups according to the ISUP. Biochemical recurrence-free survival (BFS) after surgery was used as endpoint to analyze prognostic significance. Other clinicopathological data included TNM-stage and pre-operative PSA level. Kaplan–Meier analysis revealed risk stratification of patients based on both former Gleason Grading and ISUP Grade Groups, and was statistically significant using the log-rank test (p < 0.001). Both grading systems significantly correlated with TNM-stage and pre-operative PSA level (p < 0.001). Higher tumor grade in RP specimen compared to corresponding pre-operative biopsy was observed in 44 and 34.5% of cases considering former Gleason Grading and ISUP Grade Groups, respectively. Both, former Gleason Grading and ISUP Grade Groups predict survival when applied on tumors in prostatic biopsies as well as RP specimens. This is the first validation study on a large representative German community-based cohort to compare the former Gleason Grading with the recently introduced ISUP Grade Groups. Our data indicate that the ISUP Grade Groups do not improve predictive value of PCa grading and might be less sensitive in deciphering tumors with 3 + 4 and 4 + 3 pattern on RP specimen. However, the Grade Group system results less frequently in an upgrading from biopsy to the corresponding RP specimens, indicating a lower risk to miss potentially aggressive tumors not represented on biopsies.
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Affiliation(s)
- Anne Offermann
- Pathology of the University Hospital Schleswig-Holstein, Campus Luebeck and Research Center Borstel, Leibniz Center for Medicine and Biosciences, Luebeck, Germany
| | - Silke Hohensteiner
- Department of Pathology, Klinik am Eichert Alb Fils Kliniken, Goeppingen, Germany
| | - Christiane Kuempers
- Pathology of the University Hospital Schleswig-Holstein, Campus Luebeck and Research Center Borstel, Leibniz Center for Medicine and Biosciences, Luebeck, Germany
| | - Julika Ribbat-Idel
- Pathology of the University Hospital Schleswig-Holstein, Campus Luebeck and Research Center Borstel, Leibniz Center for Medicine and Biosciences, Luebeck, Germany
| | - Felix Schneider
- Department of Urology, Klinik am Eichert Alb Fils Kliniken, Goeppingen, Germany
| | - Finn Becker
- Pathology of the University Hospital Schleswig-Holstein, Campus Luebeck and Research Center Borstel, Leibniz Center for Medicine and Biosciences, Luebeck, Germany
| | | | - Stefan Duensing
- Department of Urology, Section of Molecular Urooncology, University Hospital Heidelberg, Heidelberg, Germany
| | - Axel S Merseburger
- Department of Urology, University Hospital Schleswig-Holstein, Luebeck, Germany
| | - Jutta Kirfel
- Institute of Pathology and Center for Integrated Oncology Cologne Bonn, University Hospital of Bonn, Bonn, Germany
| | - Markus Reischl
- Institute for Applied Computer Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Verena Lubczyk
- Department of Pathology, Klinik am Eichert Alb Fils Kliniken, Goeppingen, Germany
| | - Rainer Kuefer
- Department of Urology, Klinik am Eichert Alb Fils Kliniken, Goeppingen, Germany
| | - Sven Perner
- Pathology of the University Hospital Schleswig-Holstein, Campus Luebeck and Research Center Borstel, Leibniz Center for Medicine and Biosciences, Luebeck, Germany
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148
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Schmidt JA, Fensom GK, Rinaldi S, Scalbert A, Appleby PN, Achaintre D, Gicquiau A, Gunter MJ, Ferrari P, Kaaks R, Kühn T, Floegel A, Boeing H, Trichopoulou A, Lagiou P, Anifantis E, Agnoli C, Palli D, Trevisan M, Tumino R, Bueno-de-Mesquita HB, Agudo A, Larrañaga N, Redondo-Sánchez D, Barricarte A, Huerta JM, Quirós JR, Wareham N, Khaw KT, Perez-Cornago A, Johansson M, Cross AJ, Tsilidis KK, Riboli E, Key TJ, Travis RC. Pre-diagnostic metabolite concentrations and prostate cancer risk in 1077 cases and 1077 matched controls in the European Prospective Investigation into Cancer and Nutrition. BMC Med 2017; 15:122. [PMID: 28676103 PMCID: PMC5497352 DOI: 10.1186/s12916-017-0885-6] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Accepted: 05/26/2017] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Little is known about how pre-diagnostic metabolites in blood relate to risk of prostate cancer. We aimed to investigate the prospective association between plasma metabolite concentrations and risk of prostate cancer overall, and by time to diagnosis and tumour characteristics, and risk of death from prostate cancer. METHODS In a case-control study nested in the European Prospective Investigation into Cancer and Nutrition, pre-diagnostic plasma concentrations of 122 metabolites (including acylcarnitines, amino acids, biogenic amines, glycerophospholipids, hexose and sphingolipids) were measured using targeted mass spectrometry (AbsoluteIDQ p180 Kit) and compared between 1077 prostate cancer cases and 1077 matched controls. Risk of prostate cancer associated with metabolite concentrations was estimated by multi-variable conditional logistic regression, and multiple testing was accounted for by using a false discovery rate controlling procedure. RESULTS Seven metabolite concentrations, i.e. acylcarnitine C18:1, amino acids citrulline and trans-4-hydroxyproline, glycerophospholipids PC aa C28:1, PC ae C30:0 and PC ae C30:2, and sphingolipid SM (OH) C14:1, were associated with prostate cancer (p < 0.05), but none of the associations were statistically significant after controlling for multiple testing. Citrulline was associated with a decreased risk of prostate cancer (odds ratio (OR1SD) = 0.73; 95% confidence interval (CI) 0.62-0.86; p trend = 0.0002) in the first 5 years of follow-up after taking multiple testing into account, but not after longer follow-up; results for other metabolites did not vary by time to diagnosis. After controlling for multiple testing, 12 glycerophospholipids were inversely associated with advanced stage disease, with risk reduction up to 46% per standard deviation increase in concentration (OR1SD = 0.54; 95% CI 0.40-0.72; p trend = 0.00004 for PC aa C40:3). Death from prostate cancer was associated with higher concentrations of acylcarnitine C3, amino acids methionine and trans-4-hydroxyproline, biogenic amine ADMA, hexose and sphingolipid SM (OH) C14:1 and lower concentration of glycerophospholipid PC aa C42:4. CONCLUSIONS Several metabolites, i.e. C18:1, citrulline, trans-4-hydroxyproline, three glycerophospholipids and SM (OH) C14:1, might be related to prostate cancer. Analyses by time to diagnosis indicated that citrulline may be a marker of subclinical prostate cancer, while other metabolites might be related to aetiology. Several glycerophospholipids were inversely related to advanced stage disease. More prospective data are needed to confirm these associations.
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Affiliation(s)
- Julie A. Schmidt
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF UK
| | - Georgina K. Fensom
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF UK
| | - Sabina Rinaldi
- International Agency for Research on Cancer, 69372 Lyon, CEDEX 08 France
| | - Augustin Scalbert
- International Agency for Research on Cancer, 69372 Lyon, CEDEX 08 France
| | - Paul N. Appleby
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF UK
| | - David Achaintre
- International Agency for Research on Cancer, 69372 Lyon, CEDEX 08 France
| | - Audrey Gicquiau
- International Agency for Research on Cancer, 69372 Lyon, CEDEX 08 France
| | - Marc J. Gunter
- International Agency for Research on Cancer, 69372 Lyon, CEDEX 08 France
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, W2 1PG UK
| | - Pietro Ferrari
- International Agency for Research on Cancer, 69372 Lyon, CEDEX 08 France
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Foundation under Public Law, DE-69120 Heidelberg, Germany
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Foundation under Public Law, DE-69120 Heidelberg, Germany
| | - Anna Floegel
- Department of Epidemiology, German Institute of Human Nutrition (DIfE) Potsdam-Rehbrücke, DE-14558 Nuthetal, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition (DIfE) Potsdam-Rehbrücke, DE-14558 Nuthetal, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation, GR-11527 Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, GR-11527 Athens, Greece
| | - Pagona Lagiou
- Hellenic Health Foundation, GR-11527 Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, GR-11527 Athens, Greece
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, 02115 Boston, Massachusetts USA
| | | | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian, 1, 20133 Milano, Italy
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute – ISPO, 50134 Florence, Italy
| | - Morena Trevisan
- Cancer Epidemiology Unit-CERMS, Department of Medical Sciences, University of Turin, 10126 Turin, Italy
- CPO-Piemonte, 10126 Turin, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, “Civic-M.P.Arezzo” Hospital, ASP 97100 Ragusa, Italy
| | - H. Bas Bueno-de-Mesquita
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, W2 1PG UK
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), 3720 BA Bilthoven, The Netherlands
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL, 08908 L’Hospitalet de Llobregat Barcelona, Spain
| | - Nerea Larrañaga
- Public Health Division of Gipuzkoa, Regional Government of the Basque Country, 20014 Donostia-San Sebastián, Spain
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Daniel Redondo-Sánchez
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs.GRANADA, Hospitales Universitarios de Granada/Universidad de Granada, 18012 Granada, Spain
| | - Aurelio Barricarte
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, 31003 Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA) Pamplona, Pamplona, Spain
| | - José Maria Huerta
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, 30003 Murcia, Spain
| | | | - Nick Wareham
- MRC Epidemiology Unit, University of Cambridge, CB2 0SR Cambridge, UK
| | - Kay-Tee Khaw
- School of Clinical Medicine, University of Cambridge, CB2 2QQ Cambridge, UK
| | - Aurora Perez-Cornago
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF UK
| | - Mattias Johansson
- International Agency for Research on Cancer, 69372 Lyon, CEDEX 08 France
| | - Amanda J. Cross
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, W2 1PG UK
| | - Konstantinos K. Tsilidis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, W2 1PG UK
- Department of Hygiene and Epidemiology, School of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, W2 1PG UK
| | - Timothy J. Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF UK
| | - Ruth C. Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF UK
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149
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Granja M, Pedraza C, Flórez D, Romero J, Palau M, Aguirre D. Predicting extracapsular involvement in prostate cancer through the tumor contact length and the apparent diffusion coefficient. RADIOLOGIA 2017. [DOI: 10.1016/j.rxeng.2017.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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150
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Granja M, Pedraza C, Flórez D, Romero J, Palau M, Aguirre D. Predicción de la extensión extracapsular en el cáncer de próstata mediante la longitud del contacto tumoral y el coeficiente de difusión aparente. RADIOLOGIA 2017; 59:313-320. [DOI: 10.1016/j.rx.2017.03.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Revised: 02/23/2017] [Accepted: 03/19/2017] [Indexed: 11/28/2022]
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