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Downes MR, Liu KN, Yu Y, Lajkosz K, Kroon LJ, Hollemans E, Fleshner N, Finelli A, van Leenders GJLH, Iczkowski KA, van der Kwast TH. Addition of Cribriform and Intraductal Carcinoma Presence to Prostate Biopsy Reporting Strengthens Pretreatment Risk Stratification Using CAPRA and NCCN Tools. Clin Genitourin Cancer 2024; 22:47-55. [PMID: 37558528 DOI: 10.1016/j.clgc.2023.07.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 07/25/2023] [Accepted: 07/26/2023] [Indexed: 08/11/2023]
Abstract
BACKGROUND Pretreatment stratification tools can help in clinical decision making in prostate cancer. To date, none incorporates well-established routinely reported adverse prognostic pathologic features such as intraductal carcinoma of prostate (IDC) or cribriform pattern 4 (CC). OBJECTIVE To assess the impact of addition of CC and/or IDC on the Cancer of Prostate Risk Assessment (CAPRA) and National Cancer Comprehensive Network (NCCN) tools for predicting biochemical recurrence free survival (BCR-FS) and event-free survival (EFS) across multiple patient cohorts. DESIGN, SETTING, AND PARTICIPANTS Matched prostate biopsies and radical prostatectomies from institutions in Toronto, Wisconsin and Rotterdam. The presence/absence of CC/IDC was recorded on all biopsies. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Relationship to outcome was assessed using Cox proportional hazard models, ANOVA and Harrell's concordance index. RESULTS AND LIMITATIONS We included 1326 patients (Toronto- 612, Wisconsin- 542, Rotterdam- 172) with median follow up of 4.2 years (IQR 2.9-6.4 years); 306 (23.1%) had CC/IDC on biopsy with 207 (20.9%) BCR and 154 (11.6%) events (metastases/death). Addition of CC/IDC improved stratification in CAPRA scores 3 to 5 for BCR-FS (c-index increase 0.633-0.658, P < .001) and scores 6-10 for EFS (c-index increase 0.653-0.697, P < .001). For NCCN, all risk groups apart from score 1 to 2 showed improvement in BCR-FS (c-index increase 0.599-0.636, P < 0.001) and EFS prediction (c-index increase 0.648-0.697, P < .001). Sub-analysis of grade group (GG) 2 biopsies showed similar findings. The retrospective nature and inclusion of cases only reported by genitourinary pathologists are study limitations. CONCLUSIONS The clinical benefit of the addition of CC/IDC to both CAPRA and NCCN pretreatment tools was validated in 3 cohorts, including the subset of biopsy GG2 prostate cancer patients. PATIENT SUMMARY Including additional pathologic features to existing pretreatment, clinical decision making tools improves the ability to predict prostate cancer recurrence, cancer spread and death of disease.
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Affiliation(s)
- Michelle R Downes
- Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Precision Diagnostic & Therapeutic Program, Toronto, Ontario, Canada.
| | - Kristen N Liu
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI
| | - Yanhong Yu
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Katherine Lajkosz
- Department of Biostatistics, Princess Margaret Hospital, Toronto, Ontario, Canada
| | - Lisa J Kroon
- Department of Pathology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | - Eva Hollemans
- Department of Pathology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | - Neil Fleshner
- Division of Urology, Department of Surgery, University of Toronto, Toronto, Canada
| | - Antonio Finelli
- Division of Urology, Department of Surgical Oncology, Princess Margaret Cancer Centre-University Health Network, Toronto, Canada
| | - Geert J L H van Leenders
- Department of Pathology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | | | - Theodorus H van der Kwast
- Laboratory Medicine Program, University Health Network and Princess Margaret Cancer Centre, Toronto, ON, Canada
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Porcaro AB, Bianchi A, Gallina S, Serafin E, Mazzucato G, Panunzio A, Tafuri A, Montanaro F, Marafioti Patuzzo G, Baielli A, Artoni F, Vidiri S, Cianflone F, D'Aietti D, Brunelli M, Siracusano S, Cerruto MA, Antonelli A. Positive independent association between preoperative endogenous testosterone density and tumor load density in surgical specimen of patients undergoing radical prostatectomy. Urologia 2024; 91:76-84. [PMID: 37526101 DOI: 10.1177/03915603231189623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/02/2023]
Abstract
OBJECTIVE To evaluate the influence of endogenous testosterone density (ETD) and tumor load density (TLD) in the surgical specimen of prostate cancer (PCa) patients. METHODS ETD was assessed as the ratio of endogenous testosterone (ET) to prostate volume (PV). TLD was calculated as the ratio of tumor load (TL) to prostate weight. Preoperative prostate-specific antigen relative densities (PSAD) and percentage of biopsy-positive cores (BPCD) were also assessed. The association of high TLD (above the first quartile) with clinical and pathological factors was assessed by the logistic regression model (univariate and multivariate analysis). RESULTS Between November 2014 and December 2019, ET was measured in 805 cases treated with radical prostatectomy (RP). Median (IQR) of ET and ETD was 412 (321.4-519 ng/dL) and 9.8 (6.8-14.4 ng/(dLxmL)) as well as for TL and TLD was 20 (10-30%) and 0.33 (0.17-0.58%/gr), respectively. As a result, high TLD was detected in 75% of cases. A positive independent association was found between high TLD and ETD. Accordingly, as ETD levels increased, the risk of detecting high TLD in the surgical specimen increased, regardless of PSAD and BPCD. CONCLUSIONS At diagnosis of PCa, a positive independent association was found between ETD and risk of high TLD. Subjects with increasing ETD levels were more likely to have high TLD, associated with unfavorable pathology features. The positive association between ETD and TLD in the prostate microenvironment might adversely influence PCa's natural history.
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Affiliation(s)
- Antonio Benito Porcaro
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Alberto Bianchi
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Sebastian Gallina
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Emanuele Serafin
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Giovanni Mazzucato
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | | | | | - Francesca Montanaro
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Giulia Marafioti Patuzzo
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Alberto Baielli
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Francesco Artoni
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Stefano Vidiri
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Francesco Cianflone
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Damiano D'Aietti
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Matteo Brunelli
- Department of Pathology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Salvatore Siracusano
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Maria Angela Cerruto
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Alessandro Antonelli
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
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3
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Preoperative endogenous testosterone density predicts disease progression from localized impalpable prostate cancer presenting with PSA levels elevated up to 10 ng/mL. Int Urol Nephrol 2023; 55:85-92. [PMID: 36197572 PMCID: PMC9807534 DOI: 10.1007/s11255-022-03366-3] [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: 09/04/2022] [Accepted: 09/13/2022] [Indexed: 01/24/2023]
Abstract
OBJECTIVE To investigate endogenous testosterone density (ETD) predicting disease progression from clinically localized impalpable prostate cancer (PCa) presenting with prostate-specific antigen (PSA) levels elevated up to 10 ng/mL and treated with radical prostatectomy. MATERIALS AND METHODS In a period ranging from November 2014 to December 2019, 805 consecutive PCa patients who were not under androgen blockade had endogenous testosterone (ET, ng/dL) measured before surgery. ETD was evaluated as the ratio of ET on prostate volume (PV). Unfavorable disease was defined as including ISUP ≥ 3 and/or seminal vesicle invasion in the surgical specimen. The risk of disease progression was evaluated by statistical methods. RESULTS Overall, the study selected 433 patients, of whom 353 (81.5%) had available follow-up. Unfavorable disease occurred in 46.7% of cases and was predicted by tumor quantitation features that were positively associated with ETD. Disease progression, which occurred for 46 (13%) cases, was independently predicted only by ETD (hazard ratio, HR = 1.037; 95% CI 1.004-1.072; p = 0.030) after adjusting for unfavorable disease. According to a multivariate model, ETD above the third quartile was confirmed to be an independent predictor for PCa progression (HR = 2.479; 95% CI 1.355-4.534; p = 0.003) after adjusting for unfavorable disease. The same ETD measurements, ET mean levels were significantly lower in progressing cancers. CONCLUSIONS In this particular subset of patients, increased ETD with low ET levels, indicating androgen independence, resulted in a more aggressive disease with poorer prognosis.
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Ménard C, Young S, Zukotynski K, Hamilton RJ, Bénard F, Yip S, McCabe C, Saad F, Brundage M, Nitulescu R, Bauman G. PSMA PET/CT guided intensification of therapy in patients at risk of advanced prostate cancer (PATRON): a pragmatic phase III randomized controlled trial. BMC Cancer 2022; 22:251. [PMID: 35260100 DOI: 10.1186/s12885-022-09283-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 02/09/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Positron emission tomography targeting the prostate specific membrane antigen (PSMA PET/CT) has demonstrated unparalleled performance as a staging examination for prostate cancer resulting in substantial changes in management. However, the impact of altered management on patient outcomes is largely unknown. This study aims to assess the impact of intensified radiotherapy or surgery guided by PSMA PET/CT in patients at risk of advanced prostate cancer. METHODS This pan-Canadian phase III randomized controlled trial will enroll 776 men with either untreated high risk prostate cancer (CAPRA score 6-10 or stage cN1) or biochemically recurrent prostate cancer post radical prostatectomy (PSA > 0.1 ng/mL). Patients will be randomized 1:1 to either receive conventional imaging or conventional plus PSMA PET imaging, with intensification of radiotherapy or surgery to newly identified disease sites. The primary endpoint is failure free survival at 5 years. Secondary endpoints include rates of adverse events, time to next-line therapy, as well as impact on health-related quality of life and cost effectiveness as measured by incremental cost per Quality Adjusted Life Years gained. DISCUSSION This study will help create level 1 evidence needed to demonstrate whether or not intensification of radiotherapy or surgery based on PSMA PET findings improves outcomes of patients at risk of advanced prostate cancer in a manner that is cost-effective. TRIAL REGISTRATION This trial was prospectively registered in ClinicalTrials.gov as NCT04557501 on September 21, 2020.
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Affiliation(s)
- Cynthia Ménard
- Department of Radiation Oncology, Centre Hospitalier de l'Université de Montréal (CHUM), Montreal, Quebec, Canada.
| | - Sympascho Young
- Department of Oncology, London Health Sciences Centre, Western University, London, ON, Canada
| | - Katherine Zukotynski
- Departments of Medicine and Radiology, McMaster University, Hamilton, ON, Canada.,Department of Medical Imaging, Western University, London, ON, Canada.,Department of Radiology, University of British Columbia, Vancouver, BC, Canada
| | - Robert J Hamilton
- Department of Surgery (Urology), Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - François Bénard
- Department of Radiology, British Columbia Cancer Agency, University of British Columbia, Vancouver, BC, Canada
| | - Steven Yip
- Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, AB, Canada
| | - Christopher McCabe
- Institute for Health Economics, University of Alberta, Edmonton, AB, Canada
| | - Fred Saad
- Department of Radiation Oncology, Centre Hospitalier de l'Université de Montréal (CHUM), Montreal, Quebec, Canada
| | - Michael Brundage
- Department of Oncology, Kingston Regional Cancer Centre, Queen's University, Kingston, ON, Canada
| | - Roy Nitulescu
- Department of Radiation Oncology, Centre Hospitalier de l'Université de Montréal (CHUM), Montreal, Quebec, Canada.,CHUM Center for the Integration and Analysis of Medical Data (CITADEL), Quebec, Canada
| | - Glenn Bauman
- Department of Oncology, London Health Sciences Centre, Western University, London, ON, Canada
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5
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Eksi SE, Chitsazan A, Sayar Z, Thomas GV, Fields AJ, Kopp RP, Spellman PT, Adey AC. Epigenetic loss of heterogeneity from low to high grade localized prostate tumours. Nat Commun 2021; 12:7292. [PMID: 34911933 PMCID: PMC8674326 DOI: 10.1038/s41467-021-27615-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 11/30/2021] [Indexed: 12/13/2022] Open
Abstract
Identifying precise molecular subtypes attributable to specific stages of localized prostate cancer has proven difficult due to high levels of heterogeneity. Bulk assays represent a population-average, which mask the heterogeneity that exists at the single-cell level. In this work, we sequence the accessible chromatin regions of 14,424 single-cells from 18 flash-frozen prostate tumours. We observe shared chromatin features among low-grade prostate cancer cells are lost in high-grade tumours. Despite this loss, high-grade tumours exhibit an enrichment for FOXA1, HOXB13 and CDX2 transcription factor binding sites, indicating a shared trans-regulatory programme. We identify two unique genes encoding neuronal adhesion molecules that are highly accessible in high-grade prostate tumours. We show NRXN1 and NLGN1 expression in epithelial, endothelial, immune and neuronal cells in prostate cancer using cyclic immunofluorescence. Our results provide a deeper understanding of the active gene regulatory networks in primary prostate tumours, critical for molecular stratification of the disease.
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Affiliation(s)
- Sebnem Ece Eksi
- Cancer Early Detection Advanced Research (CEDAR), Knight Cancer Institute, OHSU, Portland, OR, 97239, USA.
- Department of Biomedical Engineering, School of Medicine, OHSU, Portland, OR, 97209, USA.
| | - Alex Chitsazan
- Cancer Early Detection Advanced Research (CEDAR), Knight Cancer Institute, OHSU, Portland, OR, 97239, USA
| | - Zeynep Sayar
- Cancer Early Detection Advanced Research (CEDAR), Knight Cancer Institute, OHSU, Portland, OR, 97239, USA
- Department of Biomedical Engineering, School of Medicine, OHSU, Portland, OR, 97209, USA
| | - George V Thomas
- Cancer Early Detection Advanced Research (CEDAR), Knight Cancer Institute, OHSU, Portland, OR, 97239, USA
- Department of Pathology & Laboratory Medicine, School of Medicine, OHSU, Portland, OR, 97239, USA
| | - Andrew J Fields
- Department of Molecular and Medical Genetics, School of Medicine, OHSU, Portland, OR, 97239, USA
| | - Ryan P Kopp
- Department of Urology, School of Medicine, OHSU, Portland, OR, 97239, USA
| | - Paul T Spellman
- Cancer Early Detection Advanced Research (CEDAR), Knight Cancer Institute, OHSU, Portland, OR, 97239, USA
- Department of Molecular and Medical Genetics, School of Medicine, OHSU, Portland, OR, 97239, USA
| | - Andrew C Adey
- Cancer Early Detection Advanced Research (CEDAR), Knight Cancer Institute, OHSU, Portland, OR, 97239, USA.
- Department of Molecular and Medical Genetics, School of Medicine, OHSU, Portland, OR, 97239, USA.
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6
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Kutluhan MA, Ünal S, Özsoy E, Şahin A, Özayar A, Okulu E, Kayıgil Ö. Evaluation of four pre-operative models for prediction of biochemical recurrence after radical prostatectomy in localised prostate cancer. Int J Clin Pract 2021; 75:e14682. [PMID: 34331823 DOI: 10.1111/ijcp.14682] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 07/17/2021] [Accepted: 07/29/2021] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Biochemical recurrence (BCR) can be seen in the early or late period after radical prostatectomy (RP). Various models have been developed to predict BCR. OBJECTIVE In our study, we evaluated the accuracy of four pre-operative models (GP score, PRIX, D'Amico risk classification, CAPRA) in predicting BCR after RP in Turkish patients. METHODS Age, preoperative total prostate-specific antigen (PSA) values, clinical stages, total number of cores taken in biopsy, number of positive cores, preoperative biopsy Gleason score (GS), follow-up time and presence of BCR after RP were recorded. BCR was defined as a total PSA value >0.2 ng/dL twice consecutively after RP. Classifications or scoring was performed according to pre-operative models. The 1-, 3- and 5-year BCR-free rates of the patients were determined for each model. Also, the accuracy of four predictive models for predicting 1-, 3- and 5-year BCR was evaluated. RESULTS For all pre-operative models there was a statistically significant difference between risk groups in BCR-free rates at 1-, 3- and 5-year after RP (P < .001). The Harrell's concordance index for 1-year BCR predictions was 0.802, 0.831, 0.773 and 0.745 for the GP score, PRIX, CAPRA and D'Amico, respectively. For 3-year BCR predictions, it was 0.798, 0.791, 0.723 and 0.714 for the GP score, PRIX, CAPRA and D'Amico and respectively. Finally, The Harrell's concordance index for 5-year BCR predictions was 0.778, 0.771, 0.702 and 0.693 for the GP score, PRIX, CAPRA and D'Amico, respectively. CONCLUSION In the prediction of BCR, the accuracy of GP scoring and PRIX seems slightly higher than CAPRA and D'Amico risk classification. Surely our results should be supported by head to head comparisons within other larger cohorts.
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Affiliation(s)
- Musab Ali Kutluhan
- Department of Urology, School of Medicine, Yıldırım Beyazıt University, Ankara, Turkey
| | - Selman Ünal
- Department of Urology, School of Medicine, Yıldırım Beyazıt University, Ankara, Turkey
| | | | - Aytaç Şahin
- Department of Urology, Fatih Sultan Mehmet Training and Research Hospital, Health Sciences University, Istanbul, Turkey
| | - Asım Özayar
- Department of Urology, School of Medicine, Yıldırım Beyazıt University, Ankara, Turkey
| | - Emrah Okulu
- Department of Urology, School of Medicine, Yıldırım Beyazıt University, Ankara, Turkey
| | - Önder Kayıgil
- Department of Urology, School of Medicine, Yıldırım Beyazıt University, Ankara, Turkey
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7
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Dariane C, Taussky D, Delouya G, Wenzel M, Karakiewicz P, Saad F, Würnschimmel C. Validation of the new STAR-CAP prognostic group staging system in prostate cancer patients treated with radiation therapy. World J Urol 2021; 39:4127-4133. [PMID: 34052878 DOI: 10.1007/s00345-021-03743-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 05/20/2021] [Indexed: 10/21/2022] Open
Abstract
PURPOSE To externally validate the STAR-CAP prognostic system for prostate cancer (PCa) and compare it to the CAPRA score to predict for biochemical recurrence (BCR) after radiation therapy (RTx). METHODS We included patients treated with RTx between 2002 and 2021 for non-metastatic PCa at our institution. BCR was defined based on Phoenix criteria. The 5-year BCR-free survival was assessed by univariable Kaplan-Meier analyses and log-rank test. Multivariable Cox regression models tested the independent association of each model for BCR. Performance of both models to predict 5-year BCR-free survival was assessed using the area under the curve (AUC). RESULTS The 2768 patients included were treated with high dose rate brachytherapy (13.3%) as a boost to external beam radiation therapy (EBRT), low dose rate seed brachytherapy (50.4%) or EBRT alone (35.9%). 14.4% of patients received concomitant androgen deprivation therapy (ADT). 222 patients experienced BCR (8%), with a median follow-up of 56 months. The 5-year BCR-free survival ranged from 88 (high risk) to 96% (low risk) in the STAR-CAP classification, and from 87 (high risk) to 97% (low risk) in the CAPRA system (p < 0.0001). Multivariate analyses, adjusted for ADT and type of treatment, confirmed the intrinsic ability of risk stratifications within each system to predict BCR (p < 0.001). Finally, AUC for the 5-year BCR prediction was 0.65 for STAR-CAP and 0.68 for CAPRA. CONCLUSION Both CAPRA and STAR-CAP prognostic group staging systems provide sufficient stratification and their predictive ability for 5-year BCR-free survival is comparable, with a small advantage for CAPRA (3%).
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Affiliation(s)
- Charles Dariane
- Department of Surgery, Division of Urology, Centre hospitalier de l'Université de Montréal (CHUM), Montréal, Canada.,Department of Urology, Hôpital européen Georges-Pompidou, Paris University, Paris, France
| | - Daniel Taussky
- Department of Radiation Oncology, Centre Hospitalier de L'Université de Montréal CHUM, 1000, rue St Denis, Montreal, QC, H2X 0C1, Canada.
| | - Guila Delouya
- Department of Radiation Oncology, Centre Hospitalier de L'Université de Montréal CHUM, 1000, rue St Denis, Montreal, QC, H2X 0C1, Canada
| | - Mike Wenzel
- Department of Urology, University Hospital Frankfurt, Frankfurt, Germany.,Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Canada
| | - Pierre Karakiewicz
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Canada
| | - Fred Saad
- Department of Surgery, Division of Urology, Centre hospitalier de l'Université de Montréal (CHUM), Montréal, Canada
| | - Christoph Würnschimmel
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Canada.,Martini-Klinik Prostate Cancer Center, University Hospital Hamburg-Eppendorf, Hamburg, Germany
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8
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Ebell MH, Walsh ME, Boland F, McKay B, Fahey T. Novel approach to meta-analysis of tests and clinical prediction rules with three or more risk categories. BMJ Open 2021; 11:e036262. [PMID: 33542034 PMCID: PMC7925865 DOI: 10.1136/bmjopen-2019-036262] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
OBJECTIVE Multichotomous tests have three or more outcome or risk categories, and can provide richer information and a better fit with clinical decision-making than dichotomous tests. Our objective is to present a fully developed approach to the meta-analysis of multichotomous clinical prediction rules (CPRs) and tests, including meta-analysis of stratum specific likelihood ratios. STUDY DESIGN We have developed a novel approach to the meta-analysis of likelihood ratios for multichotomous tests that avoids the need to dichotomise outcome categories, and demonstrate its application to a sample CPR. We also review previously reported approaches to the meta-analysis of the area under the receiver operating characteristic curve (AUROCC) and meta-analysis of a measure of calibration (observed:expected) for multichotomous tests or CPRs. RESULTS Using data from 10 studies of the Cancer of the Prostate Risk Assessment (CAPRA) risk score for prostate cancer recurrence, we calculated summary estimates of the likelihood ratios for low, moderate and high risk groups of 0.40 (95% CI 0.32 to 0.49), 1.24 (95% CI 0.99 to 1.55) and 4.47 (95% CI 3.21 to 6.23), respectively. Applying the summary estimates of the likelihood ratios for each risk group to the overall prevalence of cancer recurrence in a population allows one to estimate the likelihood of recurrence for each risk group in that population. CONCLUSION An approach to meta-analysis of multichotomous tests or CPRs is presented. A spreadsheet for data preparation and code for R and Stata are provided for other researchers to download and use. Combined with summary estimates of the AUROCC and calibration, this is a comprehensive strategy for meta-analysis of multichotomous tests and CPRs.
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Affiliation(s)
- Mark H Ebell
- Epidemiology and Biostatistics, University of Georgia, Athens, Georgia, USA
| | - Mary E Walsh
- HRB Centre for Primary Care Research, Department of General Practice, Royal College of Surgeons in Ireland, Dublin, Ireland
- School of Physiotherapy, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Fiona Boland
- HRB Centre for Primary Care Research, Department of General Practice, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Brian McKay
- Epidemiology and Biostatistics, University of Georgia, Athens, Georgia, USA
| | - Tom Fahey
- HRB Centre for Primary Care Research, Department of General Practice, Royal College of Surgeons in Ireland, Dublin, Ireland
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9
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Rochow H, Jung M, Weickmann S, Ralla B, Stephan C, Elezkurtaj S, Kilic E, Zhao Z, Jung K, Fendler A, Franz A. Circular RNAs and Their Linear Transcripts as Diagnostic and Prognostic Tissue Biomarkers in Prostate Cancer after Prostatectomy in Combination with Clinicopathological Factors. Int J Mol Sci 2020; 21:ijms21217812. [PMID: 33105568 PMCID: PMC7672590 DOI: 10.3390/ijms21217812] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 10/13/2020] [Accepted: 10/20/2020] [Indexed: 12/13/2022] Open
Abstract
As new biomarkers, circular RNAs (circRNAs) have been largely unexplored in prostate cancer (PCa). Using an integrative approach, we aimed to evaluate the potential of circRNAs and their linear transcripts (linRNAs) to act as (i) diagnostic biomarkers for differentiation between normal and tumor tissue and (ii) prognostic biomarkers for the prediction of biochemical recurrence (BCR) after radical prostatectomy. In a first step, eight circRNAs (circATXN10, circCRIM1, circCSNK1G3, circGUCY1A2, circLPP, circNEAT1, circRHOBTB3, and circSTIL) were identified as differentially expressed via a genome-wide circRNA-based microarray analysis of six PCa samples. Additional bioinformatics and literature data were applied for this selection process. In total, 115 malignant PCa and 79 adjacent normal tissue samples were examined using robust RT-qPCR assays specifically established for the circRNAs and their linear counterparts. Their diagnostic and prognostic potential was evaluated using receiver operating characteristic curves, Cox regressions, decision curve analyses, and C-statistic calculations of prognostic indices. The combination of circATXN10 and linSTIL showed a high discriminative ability between malignant and adjacent normal tissue PCa. The combination of linGUCY1A2, linNEAT1, and linSTIL proved to be the best predictive RNA-signature for BCR. The combination of this RNA signature with five established reference models based on only clinicopathological factors resulted in an improved predictive accuracy for BCR in these models. This is an encouraging study for PCa to evaluate circRNAs and their linRNAs in an integrative approach, and the results showed their clinical potential in combination with standard clinicopathological variables.
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Affiliation(s)
- Hannah Rochow
- Department of Urology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany; (H.R.); (M.J.); (S.W.); (B.R.); (C.S.); (Z.Z.); (A.F.); (A.F.)
- Berlin Institute for Urologic Research, 10115 Berlin, Germany
| | - Monika Jung
- Department of Urology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany; (H.R.); (M.J.); (S.W.); (B.R.); (C.S.); (Z.Z.); (A.F.); (A.F.)
| | - Sabine Weickmann
- Department of Urology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany; (H.R.); (M.J.); (S.W.); (B.R.); (C.S.); (Z.Z.); (A.F.); (A.F.)
| | - Bernhard Ralla
- Department of Urology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany; (H.R.); (M.J.); (S.W.); (B.R.); (C.S.); (Z.Z.); (A.F.); (A.F.)
| | - Carsten Stephan
- Department of Urology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany; (H.R.); (M.J.); (S.W.); (B.R.); (C.S.); (Z.Z.); (A.F.); (A.F.)
- Berlin Institute for Urologic Research, 10115 Berlin, Germany
| | - Sefer Elezkurtaj
- Institute of Pathology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany; (S.E.); (E.K.)
| | - Ergin Kilic
- Institute of Pathology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany; (S.E.); (E.K.)
- Institute of Pathology, Hospital Leverkusen, 51375 Leverkusen, Germany
| | - Zhongwei Zhao
- Department of Urology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany; (H.R.); (M.J.); (S.W.); (B.R.); (C.S.); (Z.Z.); (A.F.); (A.F.)
- Department of Urology, Qilu Hospital of Shandong University, Jinan 250012, China
| | - Klaus Jung
- Department of Urology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany; (H.R.); (M.J.); (S.W.); (B.R.); (C.S.); (Z.Z.); (A.F.); (A.F.)
- Berlin Institute for Urologic Research, 10115 Berlin, Germany
- Correspondence: ; Tel.: +49-450-515041
| | - Annika Fendler
- Department of Urology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany; (H.R.); (M.J.); (S.W.); (B.R.); (C.S.); (Z.Z.); (A.F.); (A.F.)
- Max Delbrueck Center for Molecular Medicine in the Helmholtz Association, Cancer Research Program, 13125 Berlin, Germany
- Cancer Dynamics Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Antonia Franz
- Department of Urology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany; (H.R.); (M.J.); (S.W.); (B.R.); (C.S.); (Z.Z.); (A.F.); (A.F.)
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A Novel Predictor Tool of Biochemical Recurrence after Radical Prostatectomy Based on a Five-MicroRNA Tissue Signature. Cancers (Basel) 2019; 11:cancers11101603. [PMID: 31640261 PMCID: PMC6826532 DOI: 10.3390/cancers11101603] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 10/17/2019] [Indexed: 12/24/2022] Open
Abstract
Within five to ten years after radical prostatectomy (RP), approximately 15–34% of prostate cancer (PCa) patients experience biochemical recurrence (BCR), which is defined as recurrence of serum levels of prostate-specific antigen >0.2 µg/L, indicating probable cancer recurrence. Models using clinicopathological variables for predicting this risk for patients lack accuracy. There is hope that new molecular biomarkers, like microRNAs (miRNAs), could be potential candidates to improve risk prediction. Therefore, we evaluated the BCR prognostic capability of 20 miRNAs, which were selected by a systematic literature review. MiRNA expressions were measured in formalin-fixed, paraffin-embedded (FFPE) tissue RP samples of 206 PCa patients by RT-qPCR. Univariate and multivariate Cox regression analyses were performed, to assess the independent prognostic potential of miRNAs. Internal validation was performed, using bootstrapping and the split-sample method. Five miRNAs (miR-30c-5p/31-5p/141-3p/148a-3p/miR-221-3p) were finally validated as independent prognostic biomarkers. Their prognostic ability and accuracy were evaluated using C-statistics of the obtained prognostic indices in the Cox regression, time-dependent receiver-operating characteristics, and decision curve analyses. Models of miRNAs, combined with relevant clinicopathological factors, were built. The five-miRNA-panel outperformed clinically established BCR scoring systems, while their combination significantly improved predictive power, based on clinicopathological factors alone. We conclude that this miRNA-based-predictor panel will be worth to be including in future studies.
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Methylation Markers in Prostate Biopsies Are Prognosticators for Late Biochemical Recurrence and Therapy after Surgery in Prostate Cancer Patients. J Mol Diagn 2019; 22:30-39. [PMID: 31605802 DOI: 10.1016/j.jmoldx.2019.08.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 07/22/2019] [Accepted: 08/08/2019] [Indexed: 12/24/2022] Open
Abstract
After diagnosis of prostate cancer is confirmed by a positive biopsy, the tumor may be surgically removed via radical prostatectomy (RP). However, many prostate cancer patients experience biochemical recurrence after surgery and/or undergo salvage radiotherapy or hormone therapy. Timely treatment is required to prevent the spread of disease in these cases, and biopsy tissue may hold potential for disease prognostication before surgery is ever performed. We previously developed a prognostic multigene methylation panel in RP specimens, including APC, CRIP3, HOXD3, and TGFB2. In the current study, this panel was applied to a cohort of biopsy specimens (n = 86), which were assessed for DNA methylation using the real-time quantitative PCR-based multiplex MethyLight. The biopsy-based methylation panel is significantly associated with biochemical recurrence when combined with the current clinical parameter of prostate-specific antigen (PSA) levels at diagnosis and is able to prognosticate the initiation of salvage radiotherapy, where it outperforms PSA, and/or hormone therapy after RP. In addition, this methylation panel is significantly associated with late recurrence occurring within 5 and 7 years after surgery, when combined with PSA at diagnosis. Combining DNA methylation and clinicopathologic markers at the biopsy stage will not only increase their prognostic ability but will also ensure effective patient management.
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Lorent M, Maalmi H, Tessier P, Supiot S, Dantan E, Foucher Y. Meta-analysis of predictive models to assess the clinical validity and utility for patient-centered medical decision making: application to the CAncer of the Prostate Risk Assessment (CAPRA). BMC Med Inform Decis Mak 2019; 19:2. [PMID: 30616621 PMCID: PMC6323757 DOI: 10.1186/s12911-018-0727-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 12/21/2018] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The Cancer of the Prostate Risk Assessment (CAPRA) score was designed and validated several times to predict the biochemical recurrence-free survival after a radical prostatectomy. Our objectives were, first, to study the clinical validity of the CAPRA score, and, second, to assess its clinical utility for stratified medicine from an original patient-centered approach. METHODS We proposed a meta-analysis based on a literature search using MEDLINE. Observed and predicted biochemical-recurrence-free survivals were compared to assess the calibration of the CAPRA score. Discriminative capacities were evaluated by estimating the summary time-dependent ROC curve. The clinical utility of the CAPRA score was evaluated according to the following stratified decisions: active monitoring for low-risk patients, prostatectomy for intermediate-risk patients, or radio-hormonal therapy for high risk patients. For this purpose, we assessed CAPRA's clinical utility in terms of its ability to maximize time-dependent utility functions (i.e. Quality-Adjusted Life-Years - QALYs). RESULTS We identified 683 manuscripts and finally retained 9 studies. We reported good discriminative capacities with an area under the SROCt curve at 0.73 [95%CI from 0.67 to 0.79], while graphical calibration seemed acceptable. Nevertheless, we also described that the CAPRA score was unable to discriminate between the three medical alternatives, i.e. it did not allow an increase in the number of life years in perfect health (QALYs) of patients with prostate cancer. CONCLUSIONS We confirmed the prognostic capacities of the CAPRA score. In contrast, we were not able to demonstrate its clinical usefulness for stratified medicine from a patient-centered perspective. Our results also highlighted the confusion between clinical validity and utility. This distinction should be better considered in order to develop predictive tools useful in practice.
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Affiliation(s)
- Marine Lorent
- SPHERE (methodS in Patient-centered outcomes & HEalth ResEarch) U1246, INSERM, Nantes University, Tours University, Nantes, France
| | - Haïfa Maalmi
- Division of Clinical Epidemiology and Aging Research, Heidelberg University, Heidelberg, Germany
| | - Philippe Tessier
- SPHERE (methodS in Patient-centered outcomes & HEalth ResEarch) U1246, INSERM, Nantes University, Tours University, Nantes, France
| | - Stéphane Supiot
- Department of Radiotherapy, Institut de Cancérologie de l’Ouest René Gauducheau, Saint Herblain, France
- INSERM UMR892, Nantes University, Nantes, France
| | - Etienne Dantan
- SPHERE (methodS in Patient-centered outcomes & HEalth ResEarch) U1246, INSERM, Nantes University, Tours University, Nantes, France
| | - Yohann Foucher
- SPHERE (methodS in Patient-centered outcomes & HEalth ResEarch) U1246, INSERM, Nantes University, Tours University, Nantes, France
- Nantes University Hospital, Nantes, France
- IRS2, SPHERE U1246, 22 boulevard Bénoni Goullin, 44200 Nantes, France
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Xu N, Wu YP, Yin HB, Xue XY, Gou X. Molecular network-based identification of competing endogenous RNAs and mRNA signatures that predict survival in prostate cancer. J Transl Med 2018; 16:274. [PMID: 30286759 PMCID: PMC6172814 DOI: 10.1186/s12967-018-1637-x] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Accepted: 09/16/2018] [Indexed: 12/31/2022] Open
Abstract
Background The aim of the study is described the regulatory mechanisms and prognostic values of differentially expressed RNAs in prostate cancer and construct an mRNA signature that predicts survival. Methods The RNA profiles of 499 prostate cancer tissues and 52 non-prostate cancer tissues from TCGA were analyzed. The differential expression of RNAs was examined using the edgeR package. Survival was analyzed by Kaplan–Meier method. microRNA (miRNA), messenger RNA (mRNA), and long non-coding RNA (lncRNA) networks from the miRcode database were constructed, based on the differentially expressed RNAs between non-prostate and prostate cancer tissues. Results A total of 773 lncRNAs, 1417 mRNAs, and 58 miRNAs were differentially expressed between non-prostate and prostate cancer samples. The newly constructed ceRNA network comprised 63 prostate cancer-specific lncRNAs, 13 miRNAs, and 18 mRNAs. Three of 63 differentially expressed lncRNAs and 1 of 18 differentially expressed mRNAs were significantly associated with overall survival in prostate cancer (P value < 0.05). After the univariate and multivariate Cox regression analyses, 4 mRNAs (HOXB5, GPC2, PGA5, and AMBN) were screened and used to establish a predictive model for the overall survival of patients. Our ROC curve analysis revealed that the 4-mRNA signature performed well. Conclusion These ceRNAs may play a critical role in the progression and metastasis of prostate cancer and are thus candidate therapeutic targets and potential prognostic biomarkers. A novel model that incorporated these candidates was established and might provide more powerful prognostic information in predicting survival in prostate cancer.
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Affiliation(s)
- Ning Xu
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Rd., Yuzhong District, Chongqing, 400016, China.,Departments of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, 350005, China
| | - Yu-Peng Wu
- Departments of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, 350005, China
| | - Hu-Bin Yin
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Rd., Yuzhong District, Chongqing, 400016, China
| | - Xue-Yi Xue
- Departments of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, 350005, China
| | - Xin Gou
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Rd., Yuzhong District, Chongqing, 400016, China.
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Walsh ME, Galvin R, Boland F, Williams D, Harbison JA, Murphy S, Collins R, Crowe M, McCabe DJH, Horgan F. Validation of two risk-prediction models for recurrent falls in the first year after stroke: a prospective cohort study. Age Ageing 2017; 46:642-648. [PMID: 28104593 DOI: 10.1093/ageing/afw255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Indexed: 11/12/2022] Open
Abstract
Background several multivariable models have been derived to predict post-stroke falls. These require validation before integration into clinical practice. The aim of this study was to externally validate two prediction models for recurrent falls in the first year post-stroke using an Irish prospective cohort study. Methodology stroke patients with planned home-discharges from five hospitals were recruited. Falls were recorded with monthly diaries and interviews 6 and 12 months post-discharge. Predictors for falls included in two risk-prediction models were assessed at discharge. Participants were classified into risk groups using these models. Model 1, incorporating inpatient falls history and balance, had a 6-month outcome. Model 2, incorporating inpatient near-falls history and upper limb function, had a 12-month outcome. Measures of calibration, discrimination (area under the curve (AUC)) and clinical utility (sensitivity/specificity) were calculated. Results 128 participants (mean age = 68.6 years, SD = 13.3) were recruited. The fall status of 117 and 110 participants was available at 6 and 12 months, respectively. Seventeen and 28 participants experienced recurrent falls by these respective time points. Model 1 achieved an AUC = 0.56 (95% CI 0.46-0.67), sensitivity = 18.8% and specificity = 93.6%. Model 2 achieved AUC = 0.55 (95% CI 0.44-0.66), sensitivity = 51.9% and specificity = 58.7%. Model 1 showed no significant difference between predicted and observed events (risk ratio (RR) = 0.87, 95% CI 0.16-4.62). In contrast, model 2 significantly over-predicted fall events in the validation cohort (RR = 1.61, 95% CI 1.04-2.48). Conclusions both models showed poor discrimination for predicting recurrent falls. A further large prospective cohort study would be required to derive a clinically useful falls-risk prediction model for a similar population.
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Affiliation(s)
- Mary E Walsh
- School of Physiotherapy, Royal College of Surgeons in Ireland,123 St Stephens Green, Dublin 2, Ireland
| | - Rose Galvin
- Department of Clinical Therapies, Faculty of Education and Health Sciences, University of Limerick, Health Research Institute, Limerick, Ireland
| | - Fiona Boland
- Health Research Board (HRB) Centre for Primary Care Research, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - David Williams
- School of Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
- Department of Geriatric and Stroke Medicine, Beaumont Hospital, Dublin, Ireland
| | - Joseph A Harbison
- Department of Medicine for the Elderly, St James's Hospital, Dublin, Ireland
- Discipline of Medical Gerontology, School of Medicine, University of Dublin Trinity College, Dublin, Ireland
| | - Sean Murphy
- Department of Medicine for the Older Person, Mater Misericordiae University Hospital, Dublin, Ireland
- School of Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Ronan Collins
- Discipline of Medical Gerontology, School of Medicine, University of Dublin Trinity College, Dublin, Ireland
- Department of Age-Related Healthcare, Adelaide and Meath Hospital, Tallaght, Ireland
| | - Morgan Crowe
- Department of Medicine for the Elderly, St Vincent's University Hospital, Dublin, Ireland
| | - Dominick J H McCabe
- Department of Neurology, Adelaide and Meath Hospital, Tallaght, Dublin, Ireland
- Department of Clinical Neuroscience, University College London Institute of Neurology, London, UK
- Academic Unit of Neurology, School of Medicine, University of Dublin Trinity College, Dublin, Ireland
| | - Frances Horgan
- School of Physiotherapy, Royal College of Surgeons in Ireland, Dublin, Ireland
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Limitations of the Cancer of the Prostate Risk Assessment (CAPRA) Prognostic Tool for Prediction of Metastases and Prostate Cancer-specific Mortality in Patients Treated With External Beam Radiation Therapy. Am J Clin Oncol 2016; 39:173-80. [PMID: 24487421 DOI: 10.1097/coc.0000000000000037] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To assess the performance of the Cancer of the Prostate Risk Assessment (CAPRA) prognostic tool for freedom-from-metastases (FFM) and cause-specific survival (CSS) in patients with localized prostate cancer treated with definitive external beam radiotherapy (EBRT), and to determine whether the performance of CAPRA is influenced by androgen deprivation therapy (ADT) use or the presence of Gleason pattern 5 (GP-5). MATERIALS AND METHODS A total of 612 patients from a prospective database of 718 patients treated with dose-escalated EBRT from 1998 to 2008 who met CAPRA scoring criteria were included in the study. Performance of CAPRA and association of CAPRA score, GP-5 and short-term or long-term ADT use (STAD or LTAD, respectively) with FFM and CSS were evaluated using Cox models. The impact of ADT use on accuracy of the CAPRA-based CaPSURE model for CSS was assessed. The discriminatory ability of the CAPRA model and modified models incorporating GP-5 and ADT use were compared using the C-index. RESULTS Increasing CAPRA score correlated with worse FFM and CSS, and was prognostic for FFM and CSS for the overall cohort. CAPRA showed poorer discrimination for FFM and CSS in patients treated with EBRT+LTAD than those who received EBRT alone or EBRT+STAD. The addition of GP-5 and ADT use to CAPRA score increased the predictive accuracy of the CAPRA model for both FFM (C-index 0.809 vs. 0.779, P<0.001) and CSS (C-index 0.864 vs. 0.796, P=0.003). CONCLUSIONS The CAPRA score should be modified to incorporate GP-5 and ADT use for risk adjustment and risk prediction in prostate cancer patients who receive EBRT.
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Guzzo TJ. Preoperative Risk Assessment. Prostate Cancer 2016. [DOI: 10.1016/b978-0-12-800077-9.00026-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
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Analysis of the Cancer of the Prostate Risk Assessment to Predict for Biochemical Failure After External Beam Radiotherapy or Prostate Seed Brachytherapy. Urology 2014; 84:629-33. [DOI: 10.1016/j.urology.2014.05.032] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2014] [Revised: 05/07/2014] [Accepted: 05/21/2014] [Indexed: 11/24/2022]
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Seo WI, Kang PM, Chung JI. Predictive value of the cancer of the prostate risk assessment score for recurrence-free survival after radical prostatectomy in Korea: a single-surgeon series. Korean J Urol 2014; 55:321-6. [PMID: 24868336 PMCID: PMC4026658 DOI: 10.4111/kju.2014.55.5.321] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2013] [Accepted: 11/27/2013] [Indexed: 11/18/2022] Open
Abstract
Purpose To evaluate the validity of the cancer of the prostate risk assessment (CAPRA) score, a newly developed nomogram for preoperative prediction of recurrence after radical prostatectomy, in a single institution in Korea. Materials and Methods We retrospectively studied 115 men who had undergone radical prostatectomy as the first treatment for localized prostate cancer. The validity of the CAPRA score for the prediction of recurrence-free survival (RFS) and pathologic outcome was evaluated by using Kaplan-Meier analysis and a proportional hazards regression model. A seven-group model and a three-group model were used for the results. Results None of the variables of the CAPRA score was favorable compared with the previously reported data. The three-group model was significantly related with 3- and 5-year RFS (p<0.05), but the seven-group model was not. The concordance indices of the CAPRA score were 0.74 and 0.77. Of four components excluding the clinical T stage, three independently predicted RFS (age, Gleason sum, and percentage of positive biopsies). The CAPRA score was significantly related to the margin status, extracapsular extension, and seminal vesicle invasion in both the seven- and three-group models. In the three-group model, pathologic outcomes were more strongly related, especially a higher risk of seminal vesicle invasion. Conclusions The CAPRA score showed high accuracy for predicting RFS. In particular, the three-group model was more useful for predicting RFS and pathologic outcomes. Therefore, the CAPRA score may be a useful prediction model for risk stratification and may help clinicians to develop localized prostate cancer treatment.
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Affiliation(s)
- Won Ik Seo
- Department of Urology, Inje University Busan Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Pil Moon Kang
- Department of Urology, Inje University Busan Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Jae Il Chung
- Department of Urology, Inje University Busan Paik Hospital, Inje University College of Medicine, Busan, Korea
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Kimura K, Tsuzuki T, Kato M, Saito AM, Sassa N, Ishida R, Hirabayashi H, Yoshino Y, Hattori R, Gotoh M. Prognostic value of intraductal carcinoma of the prostate in radical prostatectomy specimens. Prostate 2014; 74:680-7. [PMID: 24481730 DOI: 10.1002/pros.22786] [Citation(s) in RCA: 123] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2013] [Accepted: 01/06/2014] [Indexed: 11/09/2022]
Abstract
BACKGROUND Intraductal carcinoma of the prostate (IDC-P) is an adverse prognostic factor for radical prostatectomy (RP). The endpoint in most IDC-P studies is increased prostate-specific antigen (PSA) levels. The aim of this study was to evaluate whether IDC-P in RP specimens is an adverse prognostic factor for progression-free survival (PFS) and cancer-specific survival (CSS). METHODS We retrospectively evaluated 206 high-risk prostate cancer patients treated with RP and analyzed data on age, serum PSA level at diagnosis, biopsy Gleason score (bGS), surgical margin (SM), clinical T stage (cT), extraprostatic extension (EPE), seminal vesicle invasion (SVI), lymph node metastasis (LN), and neoadjuvant therapy. RESULTS An IDC-P component was found in 104 cases. Forty-four patients experienced clinical failure, and 20 patients died of the disease. Patients with IDC-P showed a higher bGS and stage (including cT, EPE, SVI, and LN) than those without IDC-P. In univariate analysis, IDC-P, PSA level, bGS, SM, cT, SVI, LN, and EPE (P < 0.0001) were significantly associated with PFS. IDC-P (P = 0.0004), PSA level (P < 0.0001), SM (P = 0.0013), cT (P = 0.0019), SVI (P = 0.0012), and LN (P = 0.0002) were significantly associated with CSS. In multivariate analysis, IDC-P (P = 0.0038), and cT (P = 0.0001) were significantly associated with PFS. IDC-P (P = 0.0238) and PSA level (P = 0.0112) were significantly associated with CSS. CONCLUSIONS IDC-P in RP specimens was an independent risk factor for PFS and CSS and could predict clinical outcomes.
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Affiliation(s)
- Kyosuke Kimura
- Department of Urology, National Hospital Organization Nagoya Medical Center, Nagoya, Japan
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Vora A, Large T, Aronica J, Haynes S, Harbin A, Marchalik D, Nissim H, Lynch J, Bandi G, McGeagh K, Kowalczyk K, Ghasemian R, Venkatesan K, Verghese M, Hwang J. Predictors of Gleason score upgrading in a large African-American population. Int Urol Nephrol 2013; 45:1257-62. [PMID: 23864415 DOI: 10.1007/s11255-013-0495-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2013] [Accepted: 06/10/2013] [Indexed: 11/25/2022]
Abstract
PURPOSE Gleason score from biopsy specimens is important for prostate cancer (PCa) risk stratification and influences treatment decisions. Gleason score upgrading (GSU) between biopsy and surgical pathology specimens has been reported as high as 50 % and presents a challenge in counseling low-risk patients. While recent studies have investigated predictors of GSU, populations in these studies have been largely Caucasian. We report our analysis of predictors of GSU in a large urban African-American population. METHODS A total of 959 patients with D'Amico low-risk prostate cancer underwent radical prostatectomy at Georgetown University or Washington Hospital Center between January 2005 and July 2012. Race, age, PSA, body mass index (BMI), cancer of the prostate risk assessment (CAPRA) score, and transrectal ultrasound (TRUS) biopsy characteristics (percent of biopsy cores showing adenocarcinoma, highest percent of biopsy core involved with cancer, and measured TRUS prostate volume) were analyzed with both univariate and multivariate analyses to identify significant predictors of GSU while controlling for clinical parameters. RESULTS Of the 959 cases, 288 (30.0 %) were upgraded on final pathologic specimen with approximately 38 % (133/355) of African-American patients experiencing GSU. BMI (P = 0.02), percent positive biopsy cores (P < 0.01) and percent of core involved with cancer (P < 0.01), increasing CAPRA score, and serum PSA were independent predictors of GSU on both uni- and multivariate regression analyses. African Americans had a 73 % increase in the incidence of GSU over other races. CONCLUSION More than a quarter of low-risk prostate cancer patients were upgraded on final pathology in our series. Higher BMI, serum PSA, CAPRA score, percent of cores positive, and percent of cores involved were independent predictors of GSU. Individuals with those clinical parameters may harbor occult high-grade disease and should be carefully counseled on treatment decisions.
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Affiliation(s)
- Anup Vora
- Departments of Urology, Washington Hospital Center and Georgetown University Hospital, 3401 38th ST NW, Suite 915, Washington, DC, 20016, USA,
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