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Frantzi M, Culig Z, Heidegger I, Mokou M, Latosinska A, Roesch MC, Merseburger AS, Makridakis M, Vlahou A, Blanca-Pedregosa A, Carrasco-Valiente J, Mischak H, Gomez-Gomez E. Mass Spectrometry-Based Biomarkers to Detect Prostate Cancer: A Multicentric Study Based on Non-Invasive Urine Collection without Prior Digital Rectal Examination. Cancers (Basel) 2023; 15:cancers15041166. [PMID: 36831508 PMCID: PMC9954607 DOI: 10.3390/cancers15041166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 02/02/2023] [Accepted: 02/07/2023] [Indexed: 02/17/2023] Open
Abstract
(1) Background: Prostate cancer (PCa) is the most frequently diagnosed cancer in men. Wide application of prostate specific antigen test has historically led to over-treatment, starting from excessive biopsies. Risk calculators based on molecular and clinical variables can be of value to determine the risk of PCa and as such, reduce unnecessary and invasive biopsies. Urinary molecular studies have been mostly focusing on sampling after initial intervention (digital rectal examination and/or prostate massage). (2) Methods: Building on previous proteomics studies, in this manuscript, we aimed at developing a biomarker model for PCa detection based on urine sampling without prior intervention. Capillary electrophoresis coupled to mass spectrometry was applied to acquire proteomics profiles from 970 patients from two different clinical centers. (3) Results: A case-control comparison was performed in a training set of 413 patients and 181 significant peptides were subsequently combined by a support vector machine algorithm. Independent validation was initially performed in 272 negative for PCa and 138 biopsy-confirmed PCa, resulting in an AUC of 0.81, outperforming current standards, while a second validation phase included 147 PCa patients. (4) Conclusions: This multi-dimensional biomarker model holds promise to improve the current diagnosis of PCa, by guiding invasive biopsies.
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Affiliation(s)
- Maria Frantzi
- Department of Biomarker Research, Mosaiques Diagnostics GmbH, 30659 Hannover, Germany
- Correspondence: ; Tel.: +49-511-5547-4429
| | - Zoran Culig
- Experimental Urology Department of Urology, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Isabel Heidegger
- Experimental Urology Department of Urology, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Marika Mokou
- Department of Biomarker Research, Mosaiques Diagnostics GmbH, 30659 Hannover, Germany
| | - Agnieszka Latosinska
- Department of Biomarker Research, Mosaiques Diagnostics GmbH, 30659 Hannover, Germany
| | - Marie C. Roesch
- Department of Urology, University Hospital Schleswig-Holstein, Campus Lübeck, 23538 Lübeck, Germany
| | - Axel S. Merseburger
- Department of Urology, University Hospital Schleswig-Holstein, Campus Lübeck, 23538 Lübeck, Germany
| | - Manousos Makridakis
- Systems Biology Center, Biomedical Research Foundation, Academy of Athens, 11527 Athens, Greece
| | - Antonia Vlahou
- Systems Biology Center, Biomedical Research Foundation, Academy of Athens, 11527 Athens, Greece
| | - Ana Blanca-Pedregosa
- Maimonides Biomedical Research Institute of Córdoba, Department of Urology, University of Cordoba, 14004 Cordoba, Spain
| | - Julia Carrasco-Valiente
- Maimonides Biomedical Research Institute of Córdoba, Department of Urology, University of Cordoba, 14004 Cordoba, Spain
| | - Harald Mischak
- Department of Biomarker Research, Mosaiques Diagnostics GmbH, 30659 Hannover, Germany
- Institute of Cardiovascular and Medical Science, University of Glasgow, Glasgow G12 8TA, UK
| | - Enrique Gomez-Gomez
- Maimonides Biomedical Research Institute of Córdoba, Department of Urology, University of Cordoba, 14004 Cordoba, Spain
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A Model to Detect Significant Prostate Cancer Integrating Urinary Peptide and Extracellular Vesicle RNA Data. Cancers (Basel) 2022; 14:cancers14081995. [PMID: 35454901 PMCID: PMC9027643 DOI: 10.3390/cancers14081995] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/11/2022] [Accepted: 04/12/2022] [Indexed: 12/12/2022] Open
Abstract
There is a clinical need to improve assessment of biopsy-naïve patients for the presence of clinically significant prostate cancer (PCa). In this study, we investigated whether the robust integration of expression data from urinary extracellular vesicle RNA (EV-RNA) with urine proteomic metabolites can accurately predict PCa biopsy outcome. Urine samples collected within the Movember GAP1 Urine Biomarker study (n = 192) were analysed by both mass spectrometry-based urine-proteomics and NanoString gene-expression analysis (167 gene-probes). Cross-validated LASSO penalised regression and Random Forests identified a combination of clinical and urinary biomarkers for predictive modelling of significant disease (Gleason Score (Gs) ≥ 3 + 4). Four predictive models were developed: ‘MassSpec’ (CE-MS proteomics), ‘EV-RNA’, and ‘SoC’ (standard of care) clinical data models, alongside a fully integrated omics-model, deemed ‘ExoSpec’. ExoSpec (incorporating four gene transcripts, six peptides, and two clinical variables) is the best model for predicting Gs ≥ 3 + 4 at initial biopsy (AUC = 0.83, 95% CI: 0.77−0.88) and is superior to a standard of care (SoC) model utilising clinical data alone (AUC = 0.71, p < 0.001, 1000 resamples). As the ExoSpec Risk Score increases, the likelihood of higher-grade PCa on biopsy is significantly greater (OR = 2.8, 95% CI: 2.1−3.7). The decision curve analyses reveals that ExoSpec provides a net benefit over SoC and could reduce unnecessary biopsies by 30%.
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Ball RY, Cardenas R, Winterbone MS, Hanna MY, Parker C, Hurst R, Brewer DS, D’Sa L, Mills R, Cooper CS, Clark J. The Urine Biomarker PUR-4 Is Positively Associated with the Amount of Gleason 4 in Human Prostate Cancers. Life (Basel) 2021; 11:life11111172. [PMID: 34833048 PMCID: PMC8622091 DOI: 10.3390/life11111172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 10/18/2021] [Accepted: 10/20/2021] [Indexed: 11/16/2022] Open
Abstract
The Prostate Urine Risk (PUR) biomarker is a four-group classifier for predicting outcome in patients prior to biopsy and for men on active surveillance. The four categories correspond to the probabilities of the presence of normal tissue (PUR-1), D’Amico low-risk (PUR-2), intermediate-risk (PUR-3), and high-risk (PUR-4) prostate cancer. In the current study we investigate how the PUR-4 status is linked to Gleason grade, prostate volume, and tumor volume as assessed from biopsy (n = 215) and prostatectomy (n = 9) samples. For biopsy data PUR-4 status alone was linked to Gleason Grade group (GG) (Spearman’s, ρ = 0.58, p < 0.001 trend). To assess the impact of tumor volume each GG was dichotomized into Small and Large volume cancers relative to median volume. For GG1 (Gleason Pattern 3 + 3) cancers volume had no impact on PUR-4 status. In contrast for GG2 (3 + 4) and GG3 (4 + 3) cancers PUR-4 levels increased in large volume cancers with statistical significance observed for GG2 (p = 0.005; Games-Howell). These data indicated that PUR-4 status is linked to the presence of Gleason Pattern 4. To test this observation tumor burden and Gleason Pattern were assessed in nine surgically removed and sectioned prostates allowing reconstruction of 3D maps. PUR-4 was not correlated with Gleason Pattern 3 amount, total tumor volume or prostate size. A strong correlation was observed between amount of Gleason Pattern 4 tumor and PUR-4 signature (r = 0.71, p = 0.034, Pearson’s). These observations shed light on the biological significance of the PUR biomarker and support its use as a non-invasive means of assessing the presence of clinically significant prostate cancer.
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Affiliation(s)
- Richard Y. Ball
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, UK; (R.Y.B.); (L.D.); (R.M.)
| | - Ryan Cardenas
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK; (R.C.); (M.S.W.); (R.H.); (D.S.B.); (C.S.C.)
| | - Mark S. Winterbone
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK; (R.C.); (M.S.W.); (R.H.); (D.S.B.); (C.S.C.)
| | - Marcelino Y. Hanna
- Urology Department Castle Hill, Hull University Teaching Hospital, Castle Rd, Cottingham HU16 5JQ, UK;
| | - Chris Parker
- Institute of Cancer Research, Sutton SM2 5NG, UK;
- Royal Marsden Hospital, Sutton SM2 5PT, UK
| | - Rachel Hurst
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK; (R.C.); (M.S.W.); (R.H.); (D.S.B.); (C.S.C.)
| | - Daniel S. Brewer
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK; (R.C.); (M.S.W.); (R.H.); (D.S.B.); (C.S.C.)
- Earlham Institute, Norwich NR4 7UZ, UK
| | - Lauren D’Sa
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, UK; (R.Y.B.); (L.D.); (R.M.)
| | - Rob Mills
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, UK; (R.Y.B.); (L.D.); (R.M.)
| | - Colin S. Cooper
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK; (R.C.); (M.S.W.); (R.H.); (D.S.B.); (C.S.C.)
| | - Jeremy Clark
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK; (R.C.); (M.S.W.); (R.H.); (D.S.B.); (C.S.C.)
- Correspondence:
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4
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Chang CM, McIntosh AG, Shapiro DD, Davis JW, Ward JF, Gregg JR. Does a screening digital rectal exam provide actionable clinical utility in patients with an elevated PSA and positive MRI? BJUI COMPASS 2021; 2:188-193. [PMID: 35475129 PMCID: PMC8988521 DOI: 10.1002/bco2.69] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 12/11/2020] [Accepted: 12/14/2020] [Indexed: 01/08/2023] Open
Abstract
Objective To define the value of a digital rectal exam (DRE) in the prostate‐magnetic resonance imaging (MRI) era. Prostate MRI is increasingly used in men with elevated prostate‐specific antigen (PSA) prior to biopsy. Methods A retrospective study was performed in men with elevated PSA undergoing MRI followed by MRI fusion with systematic biopsy and men with elevated PSA/active surveillance with negative MRI followed by biopsy. Baseline clinicopathologic characteristics and DRE findings were collected. We examined performance of a positive DRE on sensitivity and specificity of diagnosing clinically significant prostate cancer (CSPC). Results A total of 339 patients had elevated PSA and positive MRI followed by MRI fusion guided with systematic biopsy. Pre‐biopsy DRE was documented in 286/339 patients, who were included in further analysis. About 81.6% positive, 78.7% questionable, and 55.8% negative DRE patients had CSPC. Positive DRE had 21.8% sensitivity and 91.3% specificity for CSPC. Positive or questionable DRE had 42.1% sensitivity and 81.5% specificity. Among 148 men with non‐CSPC (GG1)‐targeted biopsy, 28 had systematic biopsy with CSPC. About 5/28 had positive DRE and 8/28 had positive or questionable DRE. Twenty‐seven patients were included who had elevated PSA/on active surveillance with negative MRI and biopsy done within 2 years. About 77.8% had negative, 7.4% had questionable, and 14.8% men had positive DRE. About 7.4% had CSPC and all had a negative DRE. Conclusions Our study provides limited evidence for the value of a DRE. However, it does show occasional benefit in detecting GG2 or higher disease and given the lack of cost and side effects, should still be considered.
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Affiliation(s)
- Courtney M. Chang
- McGovern Medical School University of Texas Houston TX USA
- The University of Texas MD Anderson Cancer Center Houston TX USA
| | | | | | - John W. Davis
- The University of Texas MD Anderson Cancer Center Houston TX USA
| | - John F. Ward
- The University of Texas MD Anderson Cancer Center Houston TX USA
| | - Justin R. Gregg
- McGovern Medical School University of Texas Houston TX USA
- The University of Texas MD Anderson Cancer Center Houston TX USA
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5
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Asha Krishnan M, Yadav K, Roach P, Chelvam V. A targeted near-infrared nanoprobe for deep-tissue penetration and imaging of prostate cancer. Biomater Sci 2021; 9:2295-2312. [PMID: 33554988 DOI: 10.1039/d0bm01970d] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The current challenge in fluorescence guided surgery (FGS) for prostate cancer (PCa) is in the design of imaging probes with high selectivity, clear visualization of tumour margins, and minimal toxicity. This report aims to design and develop a novel NIR-nanoprobe, and evaluate its potential in the penetration of PCa tumour tissues. The PSMA receptor-targeted quantum dot (PSMA-QD655) is a NIR, deep-tissue imaging agent, which has the potential for intraoperative navigation during surgery and improved detection specificity for PCa. The probe was designed and synthesized by conjugating functionalized amino-PEG quantum dots (QDs) through a heterobifunctional linker to a DUPA targeted polypeptide construct. The nanoprobe was evaluated in vitro in PSMA+ PCa cell lines for specificity and its binding affinity was determined by flow cytometric analysis. The penetration efficacy was tested further on large PCa 3D tumour spheroids (dia ∼1200 μm, thickness ∼450 μm) by deep tissue multiphoton imaging. PSMA-QD655 was found to be an efficient deep tissue intra-operative guided surgical tool with a high affinity (KD = 15.3 nM) and penetrative capacity. The results have been demonstrated in vitro in 2D and 3D tissue models, mimicking cancer lesions in vivo. In summary, we have developed a deep-tissue imaging NIR nanoprobe targeting prostatic lesions that (i) binds to PSMA+ tumour with sub-nanomolar affinity and high specificity, (ii) shows an excellent safety profile in primary cell lines in vitro and (iii) shows high penetrative capacity in a 3D prostate tumour model (∼450 μm tissue depth).
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Affiliation(s)
- Mena Asha Krishnan
- Department of Biosciences and Biomedical Engineering, Indian Institute of Technology Indore, Indore 453 552, India.
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6
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Kulkarni P, Sikander S, Biswas P, Laha S, Cornnell H, Burt JR, Bagci U, Song SE. Development of a Device-to-Image Registration Free Needle Guide for Magnetic Resonance Imaging-Guided Targeted Prostate Biopsy. J Med Device 2020. [DOI: 10.1115/1.4047874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Abstract
Significant research has been done in the past decade for the development of magnetic resonance imaging (MRI) guided needle guide (NG) systems for prostate intervention. Most of these systems have been restricted to application in the lab environment with lack of progress toward clinical application. Bulky and complex designs can be attributed to this practice. These systems also demand complex technical setup and usage procedures, which require extra technical personnel during the intervention in addition to specialized training for physicians. Moreover, “device-to-image” registration, essential for accurate and precise targeting, further complicates the overall process while increasing total time for intervention. In order to address these limitations, a simplified, MRI-guided, transperineal prostate biopsy NG system was designed and developed for rapid adoption into the clinical environment. The system consists of a NG device and a software toolkit. It does not require any special intraprocedural technical expertise or dedicated training. Also, to simplify and shorten total procedure time, the device uses the unique concept of “fixed coordinate device” eliminating the need for any device-to-image registration making it clinically friendly. To verify the NG design along with the registration free feature, image quality tests and agar phantom-based targeting experiments were performed under the guidance of 3T MRI scanner. The imaging tests resulted in a distortion of less than 1% in presence of the device and an average change of 1.3% in signal-to-noise ratio. For targeting experiments, maximum in-plane error distance of 3.8 mm with a mean of 2.2 mm and standard deviation of 0.8 mm was observed. The results show that an MRI-compatible simplified intervention device without the need of device-to-image registration is technically feasible.
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Affiliation(s)
- Pankaj Kulkarni
- Department of Mechanical and Aerospace Engineering, University of Central Florida, 12760 Pegasus Drive Engineering 1, Room 307, Orlando, FL 32816
| | - Sakura Sikander
- Department of Mechanical and Aerospace Engineering, University of Central Florida, 12760 Pegasus Drive Engineering 1, Room 307, Orlando, FL 32816
| | - Pradipta Biswas
- Department of Mechanical and Aerospace Engineering, University of Central Florida, 12760 Pegasus Drive Engineering 1, Room 307, Orlando, FL 32816
| | - Sumit Laha
- Department of Computer Science, University of Central Florida, 4328 Scorpius Street Building 116, Room 346, Orlando, FL 32816
| | | | - Jeremy R. Burt
- Department of Radiology, Medical University of South Carolina, Ashley River Tower, 25 Courtenay Drive; MSC 226, Charleston, SC 29425
| | - Ulas Bagci
- Department of Computer Science, University of Central Florida, 4328 Scorpius Street Building 116, Room 346, Orlando, FL 32816
| | - Sang-Eun Song
- Department of Mechanical and Aerospace Engineering, University of Central Florida, 12760 Pegasus Drive Engineering 1, Room 307, Orlando, FL 32816
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Ankerst DP, Gelfond J, Goros M, Herrera J, Strobl A, Thompson IM, Hernandez J, Leach RJ. Serial Percent Free Prostate Specific Antigen in Combination with Prostate Specific Antigen for Population Based Early Detection of Prostate Cancer. J Urol 2016; 196:355-60. [PMID: 26979652 PMCID: PMC4969186 DOI: 10.1016/j.juro.2016.03.011] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/06/2016] [Indexed: 11/28/2022]
Abstract
PURPOSE We characterized the diagnostic properties of serial percent free prostate specific antigen in relation to prostate specific antigen in a multiethnic, multiracial cohort of healthy men. MATERIALS AND METHODS A total of 6,982 percent free prostate specific antigen and prostate specific antigen measurements were obtained from participants in a greater than 12-year Texas screening study comprising 1,625 men who never underwent biopsy, 497 who underwent 1 or more biopsies negative for prostate cancer and 61 diagnosed with prostate cancer. We evaluated the ROC AUC of percent free prostate specific antigen and the proportion of patients with fluctuating values across multiple visits determined according to 2 thresholds (less than 15% vs 25%). The proportion of cancer cases in which percent free prostate specific antigen indicated a positive test before prostate specific antigen greater than 4 ng/ml did and the number of negative biopsies that would have been spared by negative percent free prostate specific antigen test results were calculated. RESULTS Percent free prostate specific antigen fluctuated around its threshold of less than 25% (less than 15%) in 38.3% (78.1%), 42.2% (20.9%), and 11.4% (25.7%) of patients never biopsied, and with negative and positive biopsies, respectively. At the same thresholds, percent free prostate specific antigen tested positive earlier than prostate specific antigen in 71.4% and 34.2% of cancer cases, respectively. Among men with multiple negative biopsies and PSA greater than 4 ng/ml, percent free PSA would have tested negative in 31.6% and 65.8%, respectively. CONCLUSIONS Percent free prostate specific antigen should accompany prostate specific antigen testing to potentially spare unnecessary biopsies or detect cancer earlier. When near the threshold, both tests should be repeated due to commonly observed fluctuation.
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Affiliation(s)
- Donna Pauler Ankerst
- Department of Epidemiology and Biostatistics, University of Texas Health Science Center at San Antonio, San Antonio, Texas; Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas; Department of Mathematics, Technische Universitaet Muenchen, Munich, Germany.
| | - Jonathan Gelfond
- Department of Epidemiology and Biostatistics, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Martin Goros
- Department of Epidemiology and Biostatistics, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Jesus Herrera
- Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Andreas Strobl
- Department of Mathematics, Technische Universitaet Muenchen, Munich, Germany
| | - Ian M Thompson
- Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Javier Hernandez
- Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Robin J Leach
- Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
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8
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Gelfond J, Choate K, Ankerst DP, Hernandez J, Leach RJ, Thompson IM. Intermediate-Term Risk of Prostate Cancer is Directly Related to Baseline Prostate Specific Antigen: Implications for Reducing the Burden of Prostate Specific Antigen Screening. J Urol 2015; 194:46-51. [DOI: 10.1016/j.juro.2015.02.043] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/10/2015] [Indexed: 10/24/2022]
Affiliation(s)
- Jonathan Gelfond
- Department of Biostatistics and Epidemiology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
- Department of Cancer Therapy and Research Center, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Kara Choate
- Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Donna P. Ankerst
- Department of Biostatistics and Epidemiology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
- Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
- Department of Cancer Therapy and Research Center, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Javier Hernandez
- Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
- Department of Cancer Therapy and Research Center, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Robin J. Leach
- Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
- Department of Cellular and Structural Biology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
- Department of Cancer Therapy and Research Center, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Ian M. Thompson
- Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
- Department of Cancer Therapy and Research Center, University of Texas Health Science Center at San Antonio, San Antonio, Texas
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9
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Ankerst DP, Boeck A, Freedland SJ, Jones JS, Cronin AM, Roobol MJ, Hugosson J, Kattan MW, Klein EA, Hamdy F, Neal D, Donovan J, Parekh DJ, Klocker H, Horninger W, Benchikh A, Salama G, Villers A, Moreira DM, Schröder FH, Lilja H, Vickers AJ, Thompson IM. Evaluating the Prostate Cancer Prevention Trial High Grade Prostate Cancer Risk Calculator in 10 international biopsy cohorts: results from the Prostate Biopsy Collaborative Group. World J Urol 2012; 32:185-91. [PMID: 22527674 DOI: 10.1007/s00345-012-0869-2] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2012] [Accepted: 04/02/2012] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVES To assess the applicability of the Prostate Cancer Prevention Trial High Grade (Gleason grade ≥ 7) Risk Calculator (PCPTHG) in ten international cohorts, representing a range of populations. METHODS A total of 25,512 biopsies from 10 cohorts (6 European, 1 UK and 3 US) were included; 4 implemented 6-core biopsies, and the remaining had 10 or higher schemes; 8 were screening cohorts, and 2 were clinical. PCPTHG risks were calculated using prostate-specific antigen, digital rectal examination, age, African origin and history of prior biopsy and evaluated in terms of calibration plots, areas underneath the receiver operating characteristic curve (AUC) and net benefit curves. RESULTS The median AUC of the PCPTHG for high-grade disease detection in the 10- and higher-core cohorts was 73.5% (range, 63.9-76.7%) compared with a median of 78.1% (range, 72.0-87.6%) among the four 6-core cohorts. Only the 10-core Cleveland Clinic cohort showed clear evidence of under-prediction by the PCPTHG, and this was restricted to risk ranges less than 15%. The PCPTHG demonstrated higher clinical net benefit in higher-core compared with 6-core biopsy cohorts, and among the former, there were no notable differences observed between clinical and screening cohorts, nor between European and US cohorts. CONCLUSIONS The PCPTHG requires minimal patient information and can be applied across a range of populations. PCPTHG risk thresholds ranging from 5 to 20%, depending on patient risk averseness, are recommended for clinical prostate biopsy decision-making.
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Affiliation(s)
- Donna P Ankerst
- Department of Urology, University of Texas Health Science Center at San Antonio (UTHSCSA), 7703 Floyd Curl Dr., San Antonio, TX, 78229, USA,
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10
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Shariat SF, Semjonow A, Lilja H, Savage C, Vickers AJ, Bjartell A. Tumor markers in prostate cancer I: blood-based markers. Acta Oncol 2011; 50 Suppl 1:61-75. [PMID: 21604943 PMCID: PMC3571678 DOI: 10.3109/0284186x.2010.542174] [Citation(s) in RCA: 113] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
UNLABELLED The introduction of total prostate specific antigen (total PSA) testing in blood has revolutionized the detection and management of men with prostate cancer (PCa). The objective of this review was to discuss the challenges of PCa biomarker research, definition of the type of PCa biomarkers, the statistical considerations for biomarker discovery and validation, and to review the literature regarding total PSA velocity and novel blood-based biomarkers. METHODS An English-language literature review of the Medline database (1990 to August 2010) of published data on blood-based biomarkers and PCa was undertaken. RESULTS The inherent biological variability of total PSA levels affects the interpretation of any single result. Men who will eventually develop PCa have increased total PSA levels years or decades before the cancer is diagnosed. Total PSA velocity improves predictiveness of total PSA only marginally, limiting its value for PCa screening and prognostication. The combination of PSA molecular forms and other biomarkers improve PCa detection substantially. Several novel blood-based biomarkers such as human glandular kallikrein 2 (hK2), urokinase plasminogen activator (uPA) and its receptor (uPAR), transforming growth factor-beta 1 (TGF-β1); interleukin-6 (IL-6) and its receptor (IL-6R) may help PCa diagnosis, staging, prognostication, and monitoring. Panels of biomarkers that capture the biologic potential of PCa are in the process of being validated for PCa prognostication. CONCLUSIONS PSA is a strong prognostic marker for long-term risk of clinically relevant cancer. However, there is a need for novel biomarkers that aid clinical decision making about biopsy and initial treatment. There is no doubt that progress will continue based on the integrated collaboration of researchers, clinicians and biomedical firms.
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Affiliation(s)
- Shahrokh F. Shariat
- Department of Urology and Medical Oncology, Weill Cornell Medical Center, New York, NY, USA
| | - Axel Semjonow
- Department of Urology, Prostate Center, University Hospital Muenster, Muenster, Germany
| | - Hans Lilja
- Department of Surgery (Urology Service), Clinical Laboratories, and Medicine (Genito-Urinary Oncology Service), Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Caroline Savage
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Andrew J. Vickers
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Anders Bjartell
- Department of Urology Malmö-Lund, Skåne University Hospital, Lund University, Sweden
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11
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Ankerst DP, Pollock BH, Liang Y, Dizdarevic N, Kyrylenko S, Boeck A, Thompson IM, Leach R. Trends and co-trends of prostate-specific antigen and body mass index in a screened population. Urology 2011; 78:10-6. [PMID: 21550639 DOI: 10.1016/j.urology.2011.01.069] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2010] [Revised: 01/04/2011] [Accepted: 01/11/2011] [Indexed: 11/26/2022]
Abstract
OBJECTIVES This report investigated whether annual changes in body mass index (BMI) are associated with the opposite changes in prostate-specific antigen (PSA). Previous studies have confirmed lower PSA levels among men with higher BMI. METHODS Normal linear mixed models were used to characterize annual PSA, BMI and the ratio of PSA to BMI profiles for 2641 men undergoing prostate cancer screening for up to 8 years as part of a San Antonio screening study. RESULTS Among the 1898 participants (71.9%) who never received a prostate biopsy during the study and the 585 participants (22.1%) who had one or more biopsies, all negative for prostate cancer, BMI was higher for Hispanics than other racial groups, lower for older men at study entry, and increased every year during the study; and PSA and PSA/BMI ratios were higher for older men at study entry and increased each year on study (all P values<.05). Among the 158 men (6.0%) eventually diagnosed with prostate cancer, no trends in BMI were statistically significant, but PSA and PSA/BMI ratios were higher on average for older men at study entry and increased each year on study (both P values<.05). Correlations between BMI and PSA changes per year were negative but not statistically significantly different from zero. CONCLUSIONS The individual man scrutinizing his PSA and weight year to year can expect a slight annual increase in both, but changes in PSA from one year to the next cannot be attributed to weight gain or loss.
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Affiliation(s)
- Donna P Ankerst
- Department of Urology, University of Texas, Health Science Center at San Antonio, San Antonio, TX 78229, USA.
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Zeliadt SB, Hoffman RM, Etzioni R, Ginger VAT, Lin DW. What happens after an elevated PSA test: the experience of 13,591 veterans. J Gen Intern Med 2010; 25:1205-10. [PMID: 20697965 PMCID: PMC2947635 DOI: 10.1007/s11606-010-1468-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2009] [Revised: 03/30/2010] [Accepted: 07/16/2010] [Indexed: 10/19/2022]
Abstract
BACKGROUND The occurrence and timing of prostate biopsy following an elevated prostate-specific antigen (PSA) test varied considerably in randomized screening trials. OBJECTIVE Examine practice patterns in routine clinical care in response to an elevated PSA test (≥4 ng/μl) and determine whether time to biopsy was associated with cancer stage at diagnosis. DESIGN Retrospective cohort study. PARTICIPANTS All veterans (n=13,591) in the Pacific Northwest VA Network with a PSA ≥4 ng/μl between 1998 and 2006 and no previous elevated PSA tests or prostate biopsy. MAIN MEASURES We assessed follow-up care including additional PSA testing, urology consults, and biopsies. We compared stage at diagnosis for men who were biopsied within 24 months vs. those men biopsied and diagnosed>24 months after the elevated PSA test. KEY RESULTS Two-thirds of patients received follow-up evaluation within 24 months of the elevated PSA test: 32.8% of men underwent a biopsy, 15.5% attended a urology visit but were not biopsied, and 18.8% had a subsequent normal PSA test. Younger age, higher PSA levels, more prior PSA tests, no co-payment requirements, existing urologic conditions, low body mass index, and low comorbidity scores were associated with more complete follow-up. Among men who underwent radical prostatectomy, a delayed diagnosis was not significantly associated with having a pathologically advanced-stage cancer (T3/T4), although we found an increased likelihood of presenting with stage T2C relative to stage T2A or T2B cancer. CONCLUSIONS Follow-up after an elevated PSA test is highly variable with more than a third of men receiving care that could be considered incomplete. A delayed diagnosis was not associated with poorer prognosis.
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Affiliation(s)
- Steven B Zeliadt
- VA Health Services Research & Development Service, Department of Veterans Affairs Medical Center, Seattle, WA 98101, USA.
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Sandhu JS. Management of elevated prostate-specific antigen in men with nonbacterial chronic prostatitis. Curr Urol Rep 2009; 10:302-6. [PMID: 19570492 DOI: 10.1007/s11934-009-0049-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Elevated serum prostate-specific antigen (PSA) in the setting of acute or chronic bacterial prostatitis is common. Serum PSA, however, is much more variable in the setting of chronic nonbacterial prostatitis. Because elevated serum PSA is associated with prostate cancer and is used in screening programs for prostate cancer, patients with benign causes for elevation of serum PSA present a challenge. This article reviews the management of patients with elevated serum PSA and a diagnosis of chronic nonbacterial prostatitis.
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