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Yang D, Wang Z. Chondroblastoma in 28 cases: The risk of local recurrence increases with larger tumor size. J Orthop Surg (Hong Kong) 2025; 33:10225536251328099. [PMID: 40085921 DOI: 10.1177/10225536251328099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/16/2025] Open
Abstract
Introduction: Chondroblastoma (CBL) is a rare benign bone tumor with potentially local recurrence and metastases. At present, the local recurrence risk factors are controversial. The purpose of this study is to analysis local recurrence factors in our medical center. Methodology: A retrospective analysis was conducted on 18 male and 10 female patients who presented at our hospital between 2016 and 2023. The clinical data included radiological images, histological results, treatment modalities, functional outcomes, and local recurrence rates. Surgical interventions comprised curettage, followed by bone grafting and adjunctive techniques. Furthermore, all patients were stratified into two groups based on tumor volume, with a threshold of 25 cm3, to explore the relationship between tumor volume and recurrence. Results: Among the 28 patients, with an average age of 13 years (range: 9 to 16 years) and an average follow-up duration of 33 months (range: 8 to 91 months). The mean Musculoskeletal Tumor Society (MSTS) score was 27 points (range: 14 to 30). Notably, recurrence was observed in 3 pediatric patients. A statistically significant difference in recurrence rates was found between tumors with volumes less than 25 cm3 and those greater than 25 cm3 (p < .05). Conclusion: Curettage, combined with alcohol as an adjuvant, resulted in local control and good outcomes in most pediatric patients. It was noteworthy that a larger tumor size correlated with an increased likelihood of recurrence.
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Affiliation(s)
- Di Yang
- Department of Orthopedics Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction
| | - Zhongliang Wang
- Department of Orthopedics Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction
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Zhu A, Proudfoot JA, Davicioni E, Ross AE, Petkov VI, Bonds S, Schussler N, Zaorsky NG, Jia AY, Spratt DE, Schaeffer EM, Liu Y, Strasser MO, Hu JC. Use of Decipher Prostate Biopsy Test in Patients with Favorable-risk Disease Undergoing Conservative Management or Radical Prostatectomy in the Surveillance, Epidemiology, and End Results Registry. Eur Urol Oncol 2024; 7:1504-1512. [PMID: 38972832 DOI: 10.1016/j.euo.2024.06.007] [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: 04/07/2024] [Revised: 06/01/2024] [Accepted: 06/21/2024] [Indexed: 07/09/2024]
Abstract
BACKGROUND AND OBJECTIVE The extent of prostate cancer found on biopsy, as well as prostate cancer grade and genomic tests, can affect clinical decision-making. The impact of these factors on the initial management approach and subsequent patient outcomes for men with favorable-grade prostate cancer has not yet been determined on a population level. Our objective was to explore the association of Decipher 22-gene genomic classifier (GC) biopsy testing on the initial use of conservative management versus radical prostatectomy (RP) and to determine the independent effect of GC scores on RP pathologic outcomes. METHODS A total of 87 140 patients diagnosed with grade group 1 and 2 prostate cancer between 2016 and 2018 from the Surveillance, Epidemiology, and End Results registry data were linked to GC testing results (2576 tested and 84 564 untested with a GC). The primary endpoints of interest were receipt of conservative management or RP, pathologic upgrading (pathologic grade group 3-5), upstaging (pathologic ≥T3b), and adverse pathologic features (pathologic upgrading, upstaging, or lymph node invasion). Multivariable logistic regressions quantified the association of variables with outcomes of interest. KEY FINDINGS AND LIMITATIONS GC tested patients were more likely to have grade group 2 on biopsy (51% vs 46%, p < 0.001) and lower prostate-specific antigen (6.1 vs 6.3, p = 0.016). Conservative management increased from 37% to 39% and from 22% to 24% during 2016-2018 for the GC tested and untested populations, respectively. GC testing was significantly associated with increased odds of conservative management (odds ratio [OR] 2.1, 95% confidence interval [CI] 1.9-2.4, p < 0.001). The distribution of biopsy GC risk was as follows: 45% low risk, 30% intermediate risk, and 25% high risk. In adjusted analyses, higher GC (per 0.1 increment) scores (OR 1.24, 95% CI 1.17-1.31, p < 0.001) and percent positive cores (1.07, 95% CI 1.02-1.12, p = 0.009) were significantly associated with the receipt of RP. A higher GC score was significantly associated with all adverse outcomes (pathologic upgrading [OR 1.29, 95% CI 1.12-1.49, p < 0.001], upstaging [OR 1.31, 95% CI 1.05-1.62, p = 0.020], and adverse pathology [OR 1.27, 95% CI 1.12-1.45, p < 0.001]). Limitations include observational biases associated with the retrospective study design. CONCLUSIONS AND CLINICAL IMPLICATIONS Men who underwent GC testing were more likely to undergo conservative management. GC testing at biopsy is prognostic of adverse pathologic outcomes in a large population-based registry. PATIENT SUMMARY In this population analysis of men with favorable-risk prostate cancer, those who underwent genomic testing at biopsy were more likely to undergo conservative management. Of men who initially underwent radical prostatectomy, higher genomic risk but not tumor volume was associated with adverse pathologic outcomes. The use of genomic testing at prostate biopsy improves risk stratification and may better inform treatment decisions than the use of tumor volume alone.
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Affiliation(s)
- Alec Zhu
- Department of Urology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, NY, USA
| | | | | | - Ashley E Ross
- Department of Urology, Northwestern Medicine, Chicago, IL, USA
| | - Valentina I Petkov
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Sarah Bonds
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | | | - Nicholas G Zaorsky
- Department of Radiation Oncology, UH Seidman Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Angela Y Jia
- Department of Radiation Oncology, UH Seidman Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Daniel E Spratt
- Department of Radiation Oncology, UH Seidman Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | | | - Yang Liu
- Veracyte, South San Francisco, CA, USA
| | - Mary O Strasser
- Department of Urology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, NY, USA
| | - Jim C Hu
- Department of Urology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, NY, USA.
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Zhu X, Liu Z, He J, Li Z, He W, Lu J. MRI-derived tumor volume as a predictor of biochemical recurrence and adverse pathology in patients after radical prostatectomy: a propensity score matching study. J Cancer Res Clin Oncol 2023; 149:8853-8861. [PMID: 37148292 DOI: 10.1007/s00432-023-04825-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 04/28/2023] [Indexed: 05/08/2023]
Abstract
PURPOSE To investigate the predictive value of MRI-derived tumor volume (TV) of biochemical recurrence (BCR) and adverse pathology (AP) in patients following radical prostatectomy (RP). METHODS The data of 565 patients receiving RP in a single institution between 2010 and 2021 were retrospectively analyzed. All suspicious tumor foci were delineated manually using ITK-SNAP software as the regions of interest (ROIs). The sum of the TV of all lesions was calculated automatically based on the voxel in the ROIs to acquire the final TV parameter. TV was categorized as low-volume (≤ 6.5 cm3) and high-volume (> 6.5 cm3) based on the cut-off value. Univariate and multivariate Cox and logistic regression analyses were performed to identify independent predictors of BCR and AP. The Kaplan-Meier with the log-rank test was conducted to compare the BCR-free survival (BFS) between the low and high-volume groups. RESULTS All the included patients were divided into the low-volume group (n = 337) and the high-volume group (n = 228). The TV was an independent predictor of BFS in the multivariate Cox regression analysis (Hazard Ratio (HR) [95% CI]: 1.550 [1.066-2.256], P = 0.022). The Kaplan-Meier analysis demonstrated that low volume was associated with a better BFS than high volume before propensity score matching (PSM) (P < 0.001). One hundred and fifty-eight pairs were obtained by 1:1 PSM to balance the baseline parameters between the two groups. After the PSM, low-volume remained to be associated with a better BFS than high-volume (P = 0.006). TV as a categorical variable was an independent factor of AP in multivariate logistic regression analysis (Odd ratio (OR) [95% CI]: 1.821 [1.064-3.115], P = 0.029). After balancing the potential factors influencing AP by 1:1 PSM, 162 new pairs were identified. The high-volume group had a higher AP rate than the low-volume group after PSM (75.9 vs. 64.8%, P = 0.029). CONCLUSION We adopted a novel approach to acquiring the TV on preoperative MRI. TV was significantly associated with BFS and AP of patients undergoing RP, which was further illustrated by PSM analysis. MRI-derived TV may serve as a predictive marker for assessing BFS and AP in further studies, which will facilitate clinical decision-making and patient counseling.
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Affiliation(s)
- Xuehua Zhu
- Department of Urology, Peking University Third Hospital, Beijing, China
| | - Zenan Liu
- Department of Urology, Peking University Third Hospital, Beijing, China
| | - Jide He
- Department of Urology, Peking University Third Hospital, Beijing, China
| | - Ziang Li
- Department of Urology, Peking University Third Hospital, Beijing, China
| | - Wei He
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Jian Lu
- Department of Urology, Peking University Third Hospital, Beijing, China.
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Erlich G, Savin Z, Fahoum I, Barnes S, Dahan E, Bar-Yosef Y, Yossepowitch O, Keren-Paz G, Mano R. The role of tumor density in predicting significant cancer on targeted biopsy of the prostate. Urol Oncol 2023; 41:323.e9-323.e15. [PMID: 37210246 DOI: 10.1016/j.urolonc.2023.03.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 03/17/2023] [Accepted: 03/20/2023] [Indexed: 05/22/2023]
Abstract
OBJECTIVE Multiparametric magnetic resonance imaging (mpMRI) is central to diagnosing prostate cancer; however, not all imaged lesions represent clinically significant tumors. We aimed to evaluate the association between the relative tumor volume on mpMRI and clinically significant prostate cancer on biopsy. MATERIALS AND METHODS We retrospectively reviewed the medical records of 340 patients who underwent combined transperineal targeted and systematic prostate biopsies between 2017 and 2021. Tumor volume was estimated based on the mpMRI diameter of suspected lesions. Relative tumor volume (tumor density) was calculated by dividing the tumor and prostate volumes. The study outcome was clinically significant cancer on biopsy. Logistic regression analyses were used to evaluate the association between tumor density and the outcome. The cutoff for tumor density was determined with ROC curves. RESULTS Median estimated prostate and peripheral zone tumor volumes were 55cm3 and 0.61cm3, respectively. Median PSA density was 0.13 and peripheral zone tumor density was 0.01. Overall, 231 patients (68%) had any cancer and 130 (38%) had clinically significant cancer. On multivariable logistic regression age, PSA, previous biopsy, maximal PI-RADS score, prostate volume, and peripheral zone tumor density were significant predictors of outcome. Using a threshold of 0.006, the sensitivity, specificity, positive and negative predictive values of peripheral zone tumor density were 0.9, 0.51, 0.57, and 0.88, respectively. CONCLUSION Peripheral zone tumor density is associated with clinically significant prostate cancer in patients with PI-RADS 4 and 5 mpMRI lesions. Future studies are required to validate our findings and evaluate the role of tumor density in avoiding unnecessary biopsies.
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Affiliation(s)
- Guy Erlich
- Department of Urology, Tel-Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel; Sackler School of Medicine, Tel-Aviv University, Tel Aviv-Yafo, Israel
| | - Ziv Savin
- Department of Urology, Tel-Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel; Sackler School of Medicine, Tel-Aviv University, Tel Aviv-Yafo, Israel
| | - Ibrahim Fahoum
- Department of Pathology, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel; Sackler School of Medicine, Tel-Aviv University, Tel Aviv-Yafo, Israel
| | - Sophie Barnes
- Department of Radiology, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel; Sackler School of Medicine, Tel-Aviv University, Tel Aviv-Yafo, Israel
| | - Eliran Dahan
- Department of Emergency Medicine, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel; Sackler School of Medicine, Tel-Aviv University, Tel Aviv-Yafo, Israel
| | - Yuval Bar-Yosef
- Department of Urology, Tel-Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel; Sackler School of Medicine, Tel-Aviv University, Tel Aviv-Yafo, Israel
| | - Ofer Yossepowitch
- Department of Urology, Tel-Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel; Sackler School of Medicine, Tel-Aviv University, Tel Aviv-Yafo, Israel
| | - Gal Keren-Paz
- Department of Urology, Tel-Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel; Sackler School of Medicine, Tel-Aviv University, Tel Aviv-Yafo, Israel
| | - Roy Mano
- Department of Urology, Tel-Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel; Sackler School of Medicine, Tel-Aviv University, Tel Aviv-Yafo, Israel.
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Ramaswamy A, Proudfoot JA, Ross AE, Davicioni E, Schaeffer EM, Hu JC. Prostate Cancer Tumor Volume and Genomic Risk. EUR UROL SUPPL 2023; 48:90-97. [PMID: 36743402 PMCID: PMC9895765 DOI: 10.1016/j.euros.2022.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/09/2022] [Indexed: 01/09/2023] Open
Abstract
Background Despite the historic association of higher prostate cancer volume with worse oncologic outcomes, little is known about the impact of tumor volume on cancer biology. Objective To characterize the relationship between tumor volume (measured by percent positive cores [PPC]) and cancer biology (measured by Decipher genomic risk classifier [GC]) in men who underwent prostate biopsy. Design setting and participants Prostate biopsies from 52 272 men profiled with Decipher captured in a population-based prospective tumor registry were collected from 2016 to 2021. Outcome measurements and statistical analysis The degree of distribution and correlation of PPC with a GC score across grade group (GG) strata were examined using the Mann-Whitney U test, Pearson correlation coefficient, and multivariable linear regression controlled for clinicopathologic characteristics. Results and limitations A total of 38 921 (74%) biopsies passed quality control (14 331 GG1, 16 159 GG2, 5661 GG3, 1775 GG4, and 995 GG5). Median PPC and GC increased with sequentially higher GG. There was an increasingly positive correlation (r) between PPC and GC in GG2-5 prostate cancer (r [95% confidence interval {CI}]: 0.07 [0.5, 0.8] in GG2, 0.15 [0.12, 0.17] in GG3, 0.20 [0.15, 0.24] in GG4, and 0.25 [0.19, 0.31] in GG5), with no correlation in GG1 disease (r = 0.01, 95% CI [-0.001, 0.03]). In multivariable linear regression, GC was significantly associated with higher PPC for GG2-5 (all p < 0.05) but was not significantly associated with PPC for GG1. Limitations include retrospective design and a lack of final pathology from radical prostatectomy specimens. Conclusions Higher tumor volume was associated with worse GC for GG2-5 prostate cancer, whereas tumor volume was not associated with worse GC for GG1 disease. The finding that tumor volume is not associated with worse cancer biology in GG1 disease encourages active surveillance for most patients irrespective of tumor volume. Patient summary We studied the relationship between prostate cancer tumor volume and cancer biology, as measured by the Decipher genomic risk score, in men who underwent prostate biopsy. We found that tumor volume was not associated with worse cancer biology for low-grade prostate cancer. Our findings reassuringly support recent guidelines to recommend active surveillance for grade group 1 prostate cancer in most patients, irrespective of tumor volume.
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Affiliation(s)
- Ashwin Ramaswamy
- Department of Urology, Weill Cornell Medicine, New York, NY, USA
| | | | - Ashley E. Ross
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Edward M. Schaeffer
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Jim C. Hu
- Department of Urology, Weill Cornell Medicine, New York, NY, USA,Corresponding author. 525 East 68th Street Starr 946, New York, NY 10065, USA. Tel. +1 (646) 962-9600; Fax: +1 (646) 962-0715.
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6
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Yuk HD, Byun SS, Hong SK, Lee H. The tumor volume after radical prostatectomy and its clinical impact on the prognosis of patients with localized prostate cancer. Sci Rep 2022; 12:6003. [PMID: 35397645 PMCID: PMC8994775 DOI: 10.1038/s41598-022-09431-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 02/28/2022] [Indexed: 11/29/2022] Open
Abstract
We evaluated the contribution of tumor volume (TV) to localized prostate cancer (PCa) patients’ prognosis. We retrospectively analyzed the data of 2394 patients who underwent radical prostatectomy (RP) for localized PCa. The effect of TV and tumor prostate ratio (TV/PV) on PCa patients' prognosis was analyzed through Kaplan–Meier and Cox-proportional analysis. The mean prostate volume for all patients was 36.5 ± 15.4 cc, and the mean TV was 5.9 ± 8.3 cc. A significant positive relationship was observed between the classification by risk group in D’ Amico risk classification and the National Comprehensive Cancer Network risk group (P < 0.001). The high TV showed significantly worse pathologic outcomes than the low TV in terms of high rates of extra-capsular extension, seminal vesicle invasion, and positive surgical margin (P < 0.05). The patients with high TV and TV/PV had significantly shorter biochemical recurrence-free survivals than those with low TV and TV/PV (P < 0.001). Finally, based on multivariate Cox-proportional analyses, TV and TV/PV was an independent predictor to predict shorter biochemical recurrence-free survival as both a TV (HR: 1.04, 95% CI 1.04–1.05, P < 0.001) and TV/PV (HR: 1.42, 95% CI 1.13–1.78, P = 0.003). TV was revealed to be an independent prognostic factor in the postoperative biochemical recurrence. Patients with a high number of positive core and longer tumor length were significantly related to higher TV.
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Affiliation(s)
- Hyeong Dong Yuk
- Department of Urology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 110-744, Korea
| | - Seok-Soo Byun
- Department of Urology, Seoul National University Bundang Hospital, 82, Gumi-ro 173 Beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do, 13620, Korea
| | - Sung Kyu Hong
- Department of Urology, Seoul National University Bundang Hospital, 82, Gumi-ro 173 Beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do, 13620, Korea
| | - Hakmin Lee
- Department of Urology, Seoul National University Bundang Hospital, 82, Gumi-ro 173 Beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do, 13620, Korea.
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Raison N, Servian P, Patel A, Santhirasekaram A, Smith A, Yeung M, Lloyd J, Mannion E, Rockall A, Ahmed H, Winkler M. Is tumour volume an independent predictor of outcome after radical prostatectomy for high-risk prostate cancer? Prostate Cancer Prostatic Dis 2021:10.1038/s41391-021-00468-4. [PMID: 34845306 DOI: 10.1038/s41391-021-00468-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 08/21/2021] [Accepted: 10/22/2021] [Indexed: 11/09/2022]
Abstract
BACKGROUND Preoperative PSA, ISUP grade group (GG), prostate examination and multiparametric MRI (mpMRI) form the basis of prostate cancer staging. Unlike other solid organ tumours, tumour volume (TV) is not routinely used aside from crude estimates such as maximum cancer core length. The aim of this study is to assess the role of TV as a marker for oncological outcomes in high-risk non-metastatic prostate cancer. METHODS A prospectively maintained database of patients undergoing minimally invasive (laparoscopic or robot-assisted laparoscopic) radical prostatectomy at a UK centre between 2007 and 2019 were analysed. A total of 251 patients with NCCN high or very high-risk prostate cancer were identified. Primary outcome measure was time to biochemical recurrence (BCR) and the secondary outcome was time to treatment failure (TTF). TV was measured on the pathological specimen using the stacking method. Multivariable cox regression analysis was used to identify factors predicting BCR and TFF. TV as a predictor of BCR and TFF was further analysed through time-dependent receiver operating characteristic (ROC) curves. Kaplan-Meier survival estimates were used to evaluate TV cut-off scores. RESULTS Median follow up was 4.50 years. Four factors were associated with BCR and TFF on multivariable analysis (TV, pathological GG, pathological T stage, positive margin >3 mm). Area under the Curve (AUC) for TV as a predictor of BCR and TTF at 5 years was 0.71 and 0.75, respectively. Including all 4 variables in the model increased AUC to 0.84 and 0.85 for BCR and TFF. A 2.50 cm TV cut off demonstrated a significance difference in time to BCR, p < 0.001. CONCLUSIONS Pathological tumour volume is an independent predictor of oncological outcomes in high risk prostate cancer but does not add significant prognostic value when combined with established variables. However, the option of accurate TV measurement on mpMRI raises the possibility of using TV as useful marker for preoperative risk stratification.
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Affiliation(s)
- Nicholas Raison
- Imperial Urology, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, UK.,MRC Center for Transplantation, King's College London, London, UK
| | - Pol Servian
- Department of Urology, Hospital Germans Trias i Pujol, Autonomous University of Barcelona, Barcelona, Spain.,Imperial Prostate, Division of Surgery, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, UK
| | - Amit Patel
- Vattikuti Urology Institute, Henry Ford Hospital, Detroit, MI, USA
| | - Ainkaran Santhirasekaram
- Department of Surgery and Cancer, Imperial College Healthcare NHS Trust, London, UK.,Department of Computing, Imperial College London, London, UK
| | - Andrew Smith
- North West London Pathology, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, W2 1NY, UK
| | - Maidie Yeung
- North West London Pathology, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, W2 1NY, UK
| | - Josephine Lloyd
- North West London Pathology, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, W2 1NY, UK
| | - Ethna Mannion
- North West London Pathology, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, W2 1NY, UK
| | - Andrea Rockall
- Division of Cancer, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, UK
| | - Hashim Ahmed
- Imperial Urology, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, UK.,Imperial Prostate, Division of Surgery, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, UK
| | - Mathias Winkler
- Imperial Urology, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, UK. .,Imperial Prostate, Division of Surgery, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, UK.
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Bardis MD, Houshyar R, Chang PD, Ushinsky A, Glavis-Bloom J, Chahine C, Bui TL, Rupasinghe M, Filippi CG, Chow DS. Applications of Artificial Intelligence to Prostate Multiparametric MRI (mpMRI): Current and Emerging Trends. Cancers (Basel) 2020; 12:E1204. [PMID: 32403240 PMCID: PMC7281682 DOI: 10.3390/cancers12051204] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 05/02/2020] [Accepted: 05/08/2020] [Indexed: 01/13/2023] Open
Abstract
Prostate carcinoma is one of the most prevalent cancers worldwide. Multiparametric magnetic resonance imaging (mpMRI) is a non-invasive tool that can improve prostate lesion detection, classification, and volume quantification. Machine learning (ML), a branch of artificial intelligence, can rapidly and accurately analyze mpMRI images. ML could provide better standardization and consistency in identifying prostate lesions and enhance prostate carcinoma management. This review summarizes ML applications to prostate mpMRI and focuses on prostate organ segmentation, lesion detection and segmentation, and lesion characterization. A literature search was conducted to find studies that have applied ML methods to prostate mpMRI. To date, prostate organ segmentation and volume approximation have been well executed using various ML techniques. Prostate lesion detection and segmentation are much more challenging tasks for ML and were attempted in several studies. They largely remain unsolved problems due to data scarcity and the limitations of current ML algorithms. By contrast, prostate lesion characterization has been successfully completed in several studies because of better data availability. Overall, ML is well situated to become a tool that enhances radiologists' accuracy and speed.
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Affiliation(s)
- Michelle D. Bardis
- Department of Radiology, University of California, Irvine, Orange, CA 92868-3201, USA; (R.H.); (P.D.C.); (J.G.-B.); (C.C.); (T.-L.B.); (M.R.); (D.S.C.)
| | - Roozbeh Houshyar
- Department of Radiology, University of California, Irvine, Orange, CA 92868-3201, USA; (R.H.); (P.D.C.); (J.G.-B.); (C.C.); (T.-L.B.); (M.R.); (D.S.C.)
| | - Peter D. Chang
- Department of Radiology, University of California, Irvine, Orange, CA 92868-3201, USA; (R.H.); (P.D.C.); (J.G.-B.); (C.C.); (T.-L.B.); (M.R.); (D.S.C.)
| | - Alexander Ushinsky
- Mallinckrodt Institute of Radiology, Washington University Saint Louis, St. Louis, MO 63110, USA;
| | - Justin Glavis-Bloom
- Department of Radiology, University of California, Irvine, Orange, CA 92868-3201, USA; (R.H.); (P.D.C.); (J.G.-B.); (C.C.); (T.-L.B.); (M.R.); (D.S.C.)
| | - Chantal Chahine
- Department of Radiology, University of California, Irvine, Orange, CA 92868-3201, USA; (R.H.); (P.D.C.); (J.G.-B.); (C.C.); (T.-L.B.); (M.R.); (D.S.C.)
| | - Thanh-Lan Bui
- Department of Radiology, University of California, Irvine, Orange, CA 92868-3201, USA; (R.H.); (P.D.C.); (J.G.-B.); (C.C.); (T.-L.B.); (M.R.); (D.S.C.)
| | - Mark Rupasinghe
- Department of Radiology, University of California, Irvine, Orange, CA 92868-3201, USA; (R.H.); (P.D.C.); (J.G.-B.); (C.C.); (T.-L.B.); (M.R.); (D.S.C.)
| | | | - Daniel S. Chow
- Department of Radiology, University of California, Irvine, Orange, CA 92868-3201, USA; (R.H.); (P.D.C.); (J.G.-B.); (C.C.); (T.-L.B.); (M.R.); (D.S.C.)
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9
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He K, Cao ZJ, Peng LF, Lu YL, Wang X, Bi LK. The association between prostate weight and positive surgical margins in prostate cancer: A meta-analysis. Andrologia 2020; 52:e13533. [PMID: 32027043 DOI: 10.1111/and.13533] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 12/23/2019] [Accepted: 12/31/2019] [Indexed: 11/28/2022] Open
Abstract
There have been some conflicting claims whether larger prostate weight (PW) reduces the risk of positive surgical margins (PSMs). This study aims to examine the associations between PW and PSMs. PubMed, Web of Science and Cochrane library were systematically retrieved. Relative risks (RRs) and the corresponding 95% confidence intervals (CIs) were synthesised utilising random-effect models. Ultimately, 22 cohort studies met criteria were enrolled in this meta-analysis, of which 18 studies reporting the RR of the highest VS lowest category of PW yielded the combined RR of PSMs of 0.61 (95% CI 0.50-0.74). Subgroup analysis showed that geographic region and surgical modalities were considered as potential confounders of influence of PW on PSMs. The nonlinear dose-response relationship demonstrated that PSM risk decreased by 1% (RR = 0.99, 95% CI, 0.98-0.99) for every one gram increment in PW. This study suggests PW has a negative association with risk of PSMs, and having a appropriate PW is very important.
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Affiliation(s)
- Ke He
- Departmemt of Urology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Zhang-Jun Cao
- Departmemt of Urology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Long-Fei Peng
- Departmemt of Urology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - You-Lu Lu
- Departmemt of Urology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Xin Wang
- Departmemt of Urology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Liang-Kuan Bi
- Departmemt of Urology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
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10
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Index tumor volume on MRI as a predictor of clinical and pathologic outcomes following radical prostatectomy. Int Urol Nephrol 2019; 51:1349-1355. [PMID: 31098818 DOI: 10.1007/s11255-019-02168-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Accepted: 05/07/2019] [Indexed: 01/30/2023]
Abstract
PURPOSE Index tumor volume (ITV) measured on radical prostatectomy (RP) specimens has been shown to be associated with adverse pathologic and oncologic outcomes. We evaluate the value of ITV calculated from prostate multiparametric MRI (mpMRI) in predicting adverse clinical and pathologic outcomes. MATERIALS AND METHODS Data from a prospectively maintained, single-institution database were analyzed for patients who underwent mpMRI prior to RP (2007-2016). Index tumor was defined as a T2-visible lesion with the longest diameter. Adverse pathologic outcomes were extraprostatic extension (EPE), lymph node invasion (LNI), seminal vesicle invasion (SVI), and positive margins (PM). Logistic and Cox proportional hazard regression were used to assess associations with adverse pathology and biochemical recurrence (BCR), respectively. RESULTS Of the 455 patients included, EPE, LNI, SVI and PM were present in 23.5%, 6.2%, 5.5% and 15.7% patients, respectively. Patients with adverse pathologic outcomes had larger median ITV. ITV was found to be an independent predictor of EPE (OR 1.22, p = 0.010), LNI (OR 1.39, p = 0.001), and SVI (OR 1.28, p = 0.009), but not PM (OR 1.03, p = 0.522). Combination of ITV and PSA was found to have predictive ability comparable to that of modified Partin tables (EPE:ITV + PSAAUC = 0.71 vs. PartinAUC = 0.71; LNI:ITV + PSAAUC = 0.92 vs. PartinAUC = 0.90, SVI:ITV + PSAAUC = 0.78 vs. PartinAUC = 0.82). 5 year BCR-free survival (median follow-up 24.9 months) was higher for patients with ITV < 2 cc (84.1% vs. 58.5%, p = 0.001). However, ITV was not found to be an independent predictor of BCR (HR 1.69, p = 0.130). CONCLUSIONS We demonstrate that ITV measured on mpMRI is a predictor of adverse pathologic and clinical outcomes and can aid in preoperative risk assessment.
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11
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Ito Y, Udo K, Vertosick EA, Sjoberg DD, Vickers AJ, Al-Ahmadie HA, Chen YB, Gopalan A, Sirintrapun SJ, Tickoo SK, Scardino PT, Eastham JA, Reuter VE, Fine SW. Clinical Usefulness of Prostate and Tumor Volume Related Parameters following Radical Prostatectomy for Localized Prostate Cancer. J Urol 2019; 201:535-540. [PMID: 30300632 DOI: 10.1016/j.juro.2018.09.060] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
PURPOSE We evaluated whether the prediction of biochemical recurrence after radical prostatectomy is enhanced by any of 6 parameters, including prostate volume, total tumor volume, high grade total tumor volume, the ratio of high grade total tumor volume to total tumor volume, the ratio of total tumor volume to prostate volume and/or the ratio of high grade total tumor volume to prostate volume. MATERIALS AND METHODS A total of 1,261 patients who underwent radical prostatectomy during a 3-year period had tumor maps constructed with the Gleason pattern denoted as low-3 or high-4 or 5 and volumetric data generated using commercially available software. Univariate Cox regression models were used to assess whether each volume related parameter was associated with biochemical recurrence after radical prostatectomy. A multivariable Cox regression base model (age, prostate specific antigen, Gleason score/grade group, pathological stage and margin status) was compared with 6 additional models (base model plus each volume related parameter) to evaluate enhancement in predictive accuracy. Decision curve analysis was performed to determine the clinical utility of parameters that enhanced predictive accuracy. RESULTS On univariate analysis each parameter was significantly associated with biochemical recurrence except prostate volume. Predictive accuracy of the multivariable base model was high (c-index = 0.861). Adding volume related parameters marginally enhanced discrimination. Decision curve analysis failed to show added benefit even for high grade total tumor volume/total tumor volume, which was the parameter with the highest discriminative improvement. CONCLUSIONS Tumor volume related parameters are significantly associated with radical prostatectomy but do not add important discrimination to standard clinicopathological variables for radical prostatectomy prediction or provide benefit across a range of clinically relevant decision thresholds. Volume related measurement is not warranted in routine pathological evaluation and reporting.
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Affiliation(s)
- Yujiro Ito
- Urology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kazuma Udo
- Urology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Emily A Vertosick
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Daniel D Sjoberg
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andrew J Vickers
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Hikmat A Al-Ahmadie
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ying-Bei Chen
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Anuradha Gopalan
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - S Joseph Sirintrapun
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Satish K Tickoo
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Peter T Scardino
- Urology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - James A Eastham
- Urology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Victor E Reuter
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Samson W Fine
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
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12
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Athanazio DA, Souza VC. Current topics on prostate and bladder pathology. SURGICAL AND EXPERIMENTAL PATHOLOGY 2018. [DOI: 10.1186/s42047-018-0015-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
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13
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de Souza MF, de Azevedo Araujo ALC, da Silva MT, Athanazio DA. The Gleason pattern 4 in radical prostatectomy specimens in current practice - Quantification, morphology and concordance with biopsy. Ann Diagn Pathol 2017; 34:13-17. [PMID: 29661718 DOI: 10.1016/j.anndiagpath.2017.12.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2017] [Revised: 11/29/2017] [Accepted: 12/14/2017] [Indexed: 10/18/2022]
Abstract
PURPOSE The upgrading of a prostate acinar adenocarcinoma grade group 1 (GG1) between needle biopsy and prostatectomy is common. The extent of high-grade tumor and cribriform morphology are currently suggested as prognostic factors. METHODS We reviewed 159 prostatectomy specimens from a private laboratory and an academic/public institution in Salvador, Bahia. RESULTS Tumors signed as GG1 at biopsy were upgraded in 59% of all cases. These tumors showed a low frequency of non-focal extraprostatic extension (one case, 3%), extensive positive surgical margins (two cases, 6%) and seminal vesicle invasion (one case, 3%). Among GG2 and GG3 tumors at prostatectomy, the percentage of Gleason pattern 4 (Gp4) involving the gland at ≤1%, 2-5% and >5% was associated with extensive extraprostatic extension (9%, 8% and 42%, respectively) and seminal vesicle invasion (1%, 10% and 31%, respectively). The volume of Gp4 of ≤1ml, >1 to 2ml and >2ml was associated with extensive extraprostatic extension (8%, 26% and 38%, respectively), seminal vesicle invasion (2%, 21% and 33%, respectively) and non-focal positive surgical margins (12%, 26% and 29%, respectively). Some GG2 tumors (~20%) indeed showed at least one measurement of Gp4 higher than one quarter of GG3 carcinomas. Cribriform morphology showed no significant associations for other adverse pathologic prognostic factors. CONCLUSION Upgrading from GG1 to GG2 is associated with a very low frequency of morphologic features associated with poor prognosis. Routine quantification of Gp4 is feasible in radical prostatectomy products and seems to better stratify tumors regarding the association with other morphologic parameters of prognostic importance.
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Affiliation(s)
- Maiara Ferreira de Souza
- Department of Pathology, Faculty of Medicine, Largo do Terreiro de Jesus s/n, Federal University of Bahia, 40025010 Salvador, Brazil; Hospital Universitário Professor Edgard Santos, Rua Augusto Viana, sn, Canela, Salvador 40110060, Brazil
| | | | - Mariana Trindade da Silva
- Department of Pathology, Faculty of Medicine, Largo do Terreiro de Jesus s/n, Federal University of Bahia, 40025010 Salvador, Brazil
| | - Daniel Abensur Athanazio
- Department of Pathology, Faculty of Medicine, Largo do Terreiro de Jesus s/n, Federal University of Bahia, 40025010 Salvador, Brazil; Hospital Universitário Professor Edgard Santos, Rua Augusto Viana, sn, Canela, Salvador 40110060, Brazil..
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14
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Castiglione F, Dell'Oglio P, Tosco L, Everaerts W, Albersen M, Hakim L, Van den Broeck T, Moris L, Claessens F, Briganti A, Montorsi F, Van Poppel H, Joniau S. Tumor Volume and Clinical Failure in High-Risk Prostate Cancer Patients Treated With Radical Prostatectomy. Prostate 2017; 77:3-9. [PMID: 27527377 DOI: 10.1002/pros.23242] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2016] [Accepted: 07/21/2016] [Indexed: 11/11/2022]
Abstract
INTRODUCTION To identify the most significant cut-off of tumor volume (TV) for prediction of clinical failure (CF) among high-risk prostate cancer (hPCa) patients. METHODS Within a multi-institutional cohort, 262 patients treated with radical prostatectomy (RP) for hPCa were identified. CF was defined as local recurrence or distant metastases. A time dependent ROC curve was used to evaluate the area under the curve (AUC) using TV as single marker to predict clinical failure at 10 years. We searched for the TV cut off value with the highest combined sensitivity and specificity predicting CF. Three multivariable Cox regression analyses (MVA) tested the predictors of CF after RP. Predictors of the model 1 were pre-operative PSA, pathologic stage (PT), pathologic Gleason sum (GS), surgical margin status, and lymph node invasion. Predictors of the models 2 and 3 were the same of model 1 plus TV as a continuous or dichotomous variable using the defined cutoff, respectively. Validation (leave-one-out-cross-validation-LOOCV) of each model was performed. RESULTS Overall, 46 (17.6%) patients experienced CF. The TV value was 6.29 ml. In MVA of models 2 and 3, PT and GS remained independent predictors of CF. Moreover, in model 2 TV (HR:1.07,) and in model 3 TV >6.29 ml (HR:2.99,) were independently associated with CF. In LOOCV, the C-index of models 1-3 were 65.53%, 71.75%, and 70.26%, respectively. CONCLUSIONS TV is an independent predictor of CF in hPCa patients. Patients with a TV exceeding the cut-off of 6.29 ml are more likely to develop CF. Prostate 77:3-9, 2017. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Fabio Castiglione
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
- Division of Oncology/Unit of Urology, Urological Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Paolo Dell'Oglio
- Division of Oncology/Unit of Urology, Urological Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Lorenzo Tosco
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | - Wouter Everaerts
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | - Maarten Albersen
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | - Lukman Hakim
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
- Department of Urology, Airlangga University/Dr. Soetomo General Hospital, Surabaya, Indonesia
| | | | - Lisa Moris
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | - Frank Claessens
- Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Alberto Briganti
- Division of Oncology/Unit of Urology, Urological Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Francesco Montorsi
- Division of Oncology/Unit of Urology, Urological Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Hein Van Poppel
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | - Steven Joniau
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
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Cho SY, Choi YD. The Effect of Tumor-Prostate Ratio on Biochemical Recurrence after Radical Prostatectomy. World J Mens Health 2016; 34:123-8. [PMID: 27574595 PMCID: PMC4999485 DOI: 10.5534/wjmh.2016.34.2.123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Revised: 07/07/2015] [Accepted: 07/07/2015] [Indexed: 12/04/2022] Open
Abstract
Purpose Prostate tumor volume calculated after surgery using pathologic tissue has been shown to be an independent risk factor for biochemical recurrence. Nonetheless, prostate size varies among individuals, regardless of the presence or absence of cancer. We assumed to be lower margin positive rate in the surgical operation, when the prostate volume is larger and the tumor lesion is same. Thus, we defined the tumor-prostate ratio in the ratio of tumor volume to prostate volume. In order to compensate the prostate tumor volume, the effect of tumor-prostate ratio on biochemical recurrence was examined. Materials and Methods This study included 251 patients who underwent open retropubic radical prostatectomy for prostate cancer in a single hospital. We analyzed the effects of tumor volume and tumor-prostate ratio, as well as the effects of known risk factors for biochemical recurrence, on the duration of disease-free survival. Results In the univariate analysis, the risk factors that significantly impacted disease-free survival time were found to be a prostate-specific antigen level ≥10 ng/mL, a tumor volume ≥5 mL, tumor-prostate ratio ≥10%, tumor capsular invasion, lymph node invasion, positive surgical margins, and seminal vesicle invasion. In the multivariate analysis performed to evaluate the risk factors found to be significant in the univariate analysis, positive surgical margins (hazard ratio=3.066) and a tumor density ≥10% (hazard ratio=1.991) were shown to be significant risk factors for biochemical recurrence. Conclusions Tumor-prostate ratio, rather than tumor volume, should be regarded as a significant risk factor for biochemical recurrence.
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Affiliation(s)
- Sung Yong Cho
- Department of Urology, Inje University College of Medicine, Busan, Korea
| | - Young Deuk Choi
- Department of Urology, Yonsei University College of Medicine, Seoul, Korea
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16
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Total intraglandular and index tumor volumes predict biochemical recurrence in prostate cancer. Virchows Arch 2016; 469:305-12. [DOI: 10.1007/s00428-016-1971-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Revised: 03/23/2016] [Accepted: 05/11/2016] [Indexed: 10/21/2022]
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17
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Tumor volume improves the long-term prediction of biochemical recurrence-free survival after radical prostatectomy for localized prostate cancer with positive surgical margins. World J Urol 2016; 35:199-206. [PMID: 27260503 DOI: 10.1007/s00345-016-1861-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Accepted: 05/18/2016] [Indexed: 10/21/2022] Open
Abstract
PURPOSE To develop a novel application evaluating the effect of tumor volume (TV) and percentage of high-grade tumor volume (%HGTV) on long-term biochemical recurrence-free survival rate (BCRFS) after radical prostatectomy (RP) in patients with pT2 PCa. METHODS Retrospective analysis of 903 men with pT2 PCa between 1992 and 2004 at a single European tertiary care center was performed. Cox regression models identified risk factors for BCR. A nomogram was developed to predict the BCRFS at 5, 10 and 15 years after RP. Decision curve analyses were performed to identify the net increase in cases identified by the full model. RESULTS BCR-free survival rates at 5, 10 and 15 years were 94, 90 and 86 %. In Cox regression analyses, TV, %HGTV and positive surgical margin status (SM) were independent predictors of BCR. Predictive accuracies (PA) at 5, 10 and 15 years of the base model (PSA, Gleason score, SM) were 76.8 % (95 % CI 67.9-78.2 %), 70.5 % (95 % CI 64.9-75.0 %) and 68.1 % (95 % CI 60.6-73.5 %). The full model, including TV and %HGTV, achieved 76.9, 72.4 and 70.7 %. These PA differences were statistically significant at 10 and 15 years (p < 0.001). CONCLUSIONS TV and %HGTV could potentially serve as valuable measures to stratify patients at high risk of BCR. The use of our nomogram should be considered to counsel patients with pT2 disease and SM and to design appropriate follow-up or treatment regimens.
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18
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Gundara JS, Gill AJ, Samra JS. Efficacy of primary tumour volume as a predictor of survival compared with size alone in pancreatic ductal adenocarcinoma. Oncol Lett 2015; 10:744-748. [PMID: 26622563 DOI: 10.3892/ol.2015.3254] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Accepted: 04/14/2015] [Indexed: 11/06/2022] Open
Abstract
Tumour size (TSize) predicts outcome in pancreatic ductal adenocarcinoma (PDAC), but little is known regarding three-dimensional tumour volume (TVol) associations. We hypothesised that TVol would more accurately predict outcome following pancreatoduodenectomy (PD) for PDAC. Clinicopathological and outcome data was reviewed for all PDs performed in the Royal North Shore Hospital (St. Leonards, NSW, Australia), between April 2004 and November 2010, in patients whose three tumour dimensions were recorded (n=103). TVol was quantified using the ellipsoidal volume formula, 4/3π(r1×r2×r3), and was correlated with clinicopathological indices/outcome. Over a median follow-up time of 20.5 months, TVol failed to significantly predict post-resection mortality [odds ratio (OR), 1.0; 95% confidence interval (CI), 0.99-1.00; P=0.438)]. Neural invasion remained an overall independent predictor of mortality following multivariate analysis (OR, 3.94; 95% CI, 1.36-11.40; P=0.011). Patients with higher TVol were more likely to require a vascular resection (P=0.007), had longer surgical times (P<0.001), larger intraoperative blood losses (P=0.007) and a trend toward worse survival (P=0.068). TVol inclusion in a multivariate model resulted in a small improvement in mortality prediction versus TSize (14.9 vs. 14.7%). A higher TVol results in a more complex perioperative course. Although TVol improved the mortality prediction beyond simple TSize alone, this difference was not significant. Studies normalising TVol for body composition are required.
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Affiliation(s)
- Justin S Gundara
- Upper Gastrointestinal Surgical Unit, Royal North Shore Hospital, University of Sydney, St. Leonards, NSW 2065, Australia
| | - Anthony J Gill
- Department of Anatomical Pathology, Royal North Shore Hospital, University of Sydney, St. Leonards, NSW 2065, Australia
| | - Jaswinder S Samra
- Upper Gastrointestinal Surgical Unit, Royal North Shore Hospital, University of Sydney, St. Leonards, NSW 2065, Australia
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Deng FM, Donin NM, Pe Benito R, Melamed J, Le Nobin J, Zhou M, Ma S, Wang J, Lepor H. Size-adjusted Quantitative Gleason Score as a Predictor of Biochemical Recurrence after Radical Prostatectomy. Eur Urol 2015; 70:248-53. [PMID: 26525839 DOI: 10.1016/j.eururo.2015.10.026] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2014] [Accepted: 10/08/2015] [Indexed: 11/18/2022]
Abstract
BACKGROUND The risk of biochemical recurrence (BCR) following radical prostatectomy for pathologic Gleason 7 prostate cancer varies according to the proportion of Gleason 4 component. OBJECTIVE We sought to explore the value of several novel quantitative metrics of Gleason 4 disease for the prediction of BCR in men with Gleason 7 disease. DESIGN, SETTING, AND PARTICIPANTS We analyzed a cohort of 2630 radical prostatectomy cases from 1990-2007. All pathologic Gleason 7 cases were identified and assessed for quantity of Gleason pattern 4. Three methods were used to quantify the extent of Gleason 4: a quantitative Gleason score (qGS) based on the proportion of tumor composed of Gleason pattern 4, a size-weighted score (swGS) incorporating the overall quantity of Gleason 4, and a size index (siGS) incorporating the quantity of Gleason 4 based on the index lesion. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Associations between the above metrics and BCR were evaluated using Cox proportional hazards regression analysis. RESULTS AND LIMITATIONS qGS, swGS, and siGS were significantly associated with BCR on multivariate analysis when adjusted for traditional Gleason score, age, prostate specific antigen, surgical margin, and stage. Using Harrell's c-index to compare the scoring systems, qGS (0.83), swGS (0.84), and siGS (0.84) all performed better than the traditional Gleason score (0.82). CONCLUSIONS Quantitative measures of Gleason pattern 4 predict BCR better than the traditional Gleason score. PATIENT SUMMARY In men with Gleason 7 prostate cancer, quantitative analysis of the proportion of Gleason pattern 4 (quantitative Gleason score), as well as size-weighted measurement of Gleason 4 (size-weighted Gleason score), and a size-weighted measurement of Gleason 4 based on the largest tumor nodule significantly improve the predicted risk of biochemical recurrence compared with the traditional Gleason score.
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Affiliation(s)
- Fang-Ming Deng
- Department of Pathology, New York University School of Medicine, New York, NY, USA
| | - Nicholas M Donin
- Department of Urology, Institute of Urologic Oncology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.
| | - Ruth Pe Benito
- Department of Pathology, New York University School of Medicine, New York, NY, USA
| | - Jonathan Melamed
- Department of Pathology, New York University School of Medicine, New York, NY, USA
| | - Julien Le Nobin
- Department of Urology, New York University School of Medicine, New York, NY, USA
| | - Ming Zhou
- Department of Pathology, New York University School of Medicine, New York, NY, USA; Department of Urology, New York University School of Medicine, New York, NY, USA
| | - Sisi Ma
- Center for Health Informatics and Bioinformatics, New York University School of Medicine, New York, NY, USA
| | - Jinhua Wang
- Center for Health Informatics and Bioinformatics, New York University School of Medicine, New York, NY, USA; NYU Cancer Institute, New York University School of Medicine, New York, NY, USA
| | - Herbert Lepor
- Department of Urology, New York University School of Medicine, New York, NY, USA
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20
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Müller G, Rieken M, Bonkat G, Gsponer JR, Vlajnic T, Wetterauer C, Gasser TC, Wyler SF, Bachmann A, Bubendorf L. Maximum tumor diameter adjusted to the risk profile predicts biochemical recurrence after radical prostatectomy. Virchows Arch 2014; 465:429-37. [PMID: 25129371 DOI: 10.1007/s00428-014-1643-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2014] [Revised: 06/29/2014] [Accepted: 08/08/2014] [Indexed: 11/27/2022]
Abstract
Currently, no consensus exists on the best method for tumor quantification in prostate cancer (PCA), and its prognostic value remains controversial. We evaluated how a newly defined maximum tumor diameter (MTD) might contribute to the prediction of biochemical recurrence (BCR) in a consecutive series of PCA patients treated with radical prostatectomy (RP). Patients with PCA who underwent RP without neoadjuvant therapy at a single center were included for analysis. MTD was defined as the largest diameter of all identified tumors in all three dimensions (i.e., length, width, or depth) of the prostate ("Basel technique"). Cox regression models addressed the association of MTD with BCR in three risk groups (low risk-prostate-specific antigen (PSA) < 10 ng/ml, pT2, and Gleason score (GS) ≤ 6; intermediate risk-PSA ≥ 10 and <20 ng/ml and/or pT2 and GS = 7; high risk-PSA > 20 ng/ml or pT3 or GS ≥ 8) and whole cohort. Within a median follow-up of 44 months (interquartile range (IQR) 23-66), 48 patients (9.4 %) in the intermediate-risk and high-risk groups experienced BCR. In multivariate Cox regression analysis, PSA, pathological stage (pT stage), GS, positive surgical margins (PSMs), and MTD > 19.5 mm were independent predictors for BCR (p < 0.05). In subgroup analysis, MTD as a nominal variable (<24.5 and >24.5 mm) was the only independent predictor of BCR in the intermediate-risk group (hazard ratio (HR) 9.933, 95 % confidence interval (CI) 2.070-47.665; p < 0.05). MTD is an independent risk factor of BCR in PC patients after RP. The combination of the MTD with other well-known prognostic factors after RP may improve decision-making concerning follow-up intensity or adjuvant treatment.
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Affiliation(s)
- Georg Müller
- Department of Urology, University Hospital Basel, Spitalstrasse 21, 4031, Basel, Switzerland,
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Predictors of Unfavorable Disease after Radical Prostatectomy in Patients at Low Risk by D'Amico Criteria: Role of Multiparametric Magnetic Resonance Imaging. J Urol 2014; 192:402-8. [DOI: 10.1016/j.juro.2014.02.2568] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/28/2014] [Indexed: 11/19/2022]
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Reinhardt D, Helfand BT, Cooper PR, Roehl KA, Catalona WJ, Loeb S. Prostate cancer risk alleles are associated with prostate cancer volume and prostate size. J Urol 2014; 191:1733-6. [PMID: 24345439 PMCID: PMC4107200 DOI: 10.1016/j.juro.2013.12.030] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/09/2013] [Indexed: 11/17/2022]
Abstract
PURPOSE Genome-wide association studies have identified an increasing number of single nucleotide polymorphisms associated with prostate cancer risk. Some of these genetic variants are also associated with serum prostate specific antigen levels and lower urinary tract symptoms, raising the question of whether they are truly prostate cancer biomarkers or simply lead to detection bias. Therefore, we determined whether single nucleotide polymorphisms associated with prostate cancer risk are more strongly associated with tumor or prostate volume. MATERIALS AND METHODS The genotypes of 38 validated prostate cancer risk single nucleotide polymorphisms were determined in 1,321 white men who underwent radical prostatectomy. Univariate and multivariate analyses were performed to compare the relationship of single nucleotide polymorphism frequency with total prostate and tumor volumes. RESULTS On multivariate analysis 2 single nucleotide polymorphisms on chromosome 8q24, rs16901979 (A) and rs6983267 (G), were significantly associated with increased tumor volume (p=0.01 and 0.02, respectively). In contrast, rs17632542 (T) near the PSA gene on 19q13 was associated with significantly lower tumor volume and rs10788160 (A) on 10q26 was associated with significantly larger prostate volume (p=0.02 and 0.01, respectively). CONCLUSIONS Analysis of 38 single nucleotide polymorphisms associated with prostate cancer risk revealed a significant association between several on chromosome 8q24 and increased tumor volume but not prostate volume. This suggests that they are bona fide markers of prostate cancer susceptibility and possibly more aggressive disease. Other prostate cancer risk alleles are associated with prostate specific antigen and increased prostate or decreased tumor volume, suggesting detection bias due to their phenotypic influence.
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Affiliation(s)
- Daniel Reinhardt
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Brian T Helfand
- Division of Urology, NorthShore University Healthcare System, Evanston, Illinois
| | - Phillip R Cooper
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Kimberly A Roehl
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - William J Catalona
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Stacy Loeb
- Department of Urology and Population Health, New York University and Manhattan Veterans Affairs, New York, New York.
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Adamis S, Varkarakis IM. Defining prostate cancer risk after radical prostatectomy. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2014; 40:496-504. [PMID: 24613741 DOI: 10.1016/j.ejso.2014.02.221] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2013] [Revised: 01/25/2014] [Accepted: 02/02/2014] [Indexed: 11/25/2022]
Abstract
Prostate cancer encompasses a wide spectrum of tumor phenotypes with differing prognoses and a part of these patients are at risk of experiencing tumor recurrence after initial treatment. This review discusses the parameters that determine PCa risk for failure after radical prostatectomy and also focuses on the ability of currently available post-treatment nomograms to predict treatment outcomes, and probability of treatment failure. The use of predictive nomograms may be therefore helpful in the complex decision making process.
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Affiliation(s)
- S Adamis
- 2nd Department of Urology, University of Athens, Medical School, Sismanoglion Hospital, Athens, Greece.
| | - I M Varkarakis
- 2nd Department of Urology, University of Athens, Medical School, Sismanoglion Hospital, Athens, Greece
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24
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The association of tumor volume with mortality following radical prostatectomy. Prostate Cancer Prostatic Dis 2014; 17:144-8. [DOI: 10.1038/pcan.2013.61] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2013] [Revised: 11/21/2013] [Accepted: 12/17/2013] [Indexed: 11/08/2022]
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Hansen J, Bianchi M, Sun M, Rink M, Castiglione F, Abdollah F, Steuber T, Ahyai SA, Steurer S, Göbel C, Freschi M, Montorsi F, Shariat SF, Fisch M, Graefen M, Karakiewicz PI, Briganti A, Chun FKH. Percentage of high-grade tumour volume does not meaningfully improve prediction of early biochemical recurrence after radical prostatectomy compared with Gleason score. BJU Int 2013; 113:399-407. [PMID: 24053339 DOI: 10.1111/bju.12424] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE To examine whether percentage of tumour volume (%TV) and percentage of high-grade tumour volume (%HGTV) help to better identify men at higher risk of early biochemical recurrence (BCR) after radical prostatectomy (RP) for non-metastatic high-risk prostate cancer, as early BCR after RP might be associated with higher risk of metastases and cancer-specific mortality. PATIENTS AND METHODS We examined the data of 595 men treated with RP for non-metastatic high-risk prostate cancer between 1992 and 2011 at two European tertiary care centres. Kaplan-Meier analyses were used to graphically depict 2-year BCR-free survival. Multivariable Cox regression models addressed early BCR. We tested whether addition of %TV and %HGTV to a multivariable Cox regression model helps to increase a model's predictive accuracy (PA) for prediction of early BCR. RESULTS In all, 32 men (10%) with specimen-confined prostate cancer (pT2-pT3a, negative surgical margin, pN0) and 67 men (24%) with non-specimen-confined prostate cancer had early BCR. After stratification according to %HGTV (%HGTV threshold: ≤33.33 vs >33.33%), the 2-year BCR-free survival rates were respectively 93 vs 60% (log-rank P < 0.001). In multivariable Cox regression models %HGTV emerged as an independent predictor of early BCR (P < 0.001), whereas %TV did not (P > 0.05). However, adding %HGTV (regardless of its coding) to other covariates in multivariable Cox regression analysis did not increase the model's PA in a meaningful fashion compared with the use of the detailed Gleason grading system (6 vs 7a vs 7b vs 8 vs 9-10). CONCLUSIONS In a large cohort of patients with high-risk prostate cancer, %HGTV and %TV did not improve prediction of early BCR after RP substantially, although %HGTV was an independent predictor of early BCR. Therefore, sophisticated TV/HGTV measurements do not seem to have additional benefit for early BCR prediction relative to the use of Gleason grading. However, these results need to be confirmed in larger, prospective studies.
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Affiliation(s)
- Jens Hansen
- Department of Urology, University Hospital Hamburg-Eppendorf, Hamburg, Germany; Martini Clinic, Prostate Cancer Center Hamburg-Eppendorf, Hamburg, Germany
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26
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Kim KH, Lim SK, Shin TY, Kang DR, Han WK, Chung BH, Rha KH, Hong SJ. Tumor volume adds prognostic value in patients with organ-confined prostate cancer. Ann Surg Oncol 2013; 20:3133-9. [PMID: 23720069 DOI: 10.1245/s10434-013-3016-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2012] [Indexed: 12/22/2022]
Abstract
PURPOSE This study was designed to assess the independent prognostic value of tumor volume (TV) and whether adding TV provides additional prognostic information for predicting biochemical recurrence (BCR) after radical prostatectomy. METHODS We reviewed the medical records of 1,129 patients who underwent radical prostatectomy between July 2005 and July 2011. TV was categorized as minimal (≤1.0 ml), moderate (1.1-5.0 ml), or extensive (>5.0 ml). Cox regression analysis was performed to identify independent predictors of BCR. The predictive accuracies of Cox's proportional hazard regression models with and without TV were quantified and compared using time-dependent receiver operating characteristic curve analysis. RESULTS Increasing TV was associated with higher prostate specific antigen, pathological Gleason score, and pathologic tumor stage. TV was an independent predictor of BCR in multivariate analysis (p<0.001). When patients were stratified by organ-confined and nonorgan-confined tumor groups, TV remained an independent predictor of BCR in organ-confined tumors (p<0.001). In the nonorgan-confined tumor group, a significant difference was found only between extensive versus minimal TV (p=0.023). The predictive accuracy of the Cox regression model increased significantly by adding TV in organ-confined tumor group (0.748 vs. 0.704, p<0.05) but not in nonorgan-confined group (0.742 vs. 0.734, p>0.05). CONCLUSIONS TV was an independent prognostic predictor of BCR in organ-confined prostate cancers and provided additional prognostic information with increased predictive accuracy. In contrast, TV did not increase the predictive accuracy in nonorgan-confined tumor. TV should be considered as a prognosticator in organ-confined tumors.
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Affiliation(s)
- Kwang Hyun Kim
- Department of Urology, Urological Science Institute, Yonsei University College of Medicine, Seoul, Korea
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Katz B, Srougi M, Camara-Lopes LH, Antunes AA, Nesrallah L, Nesrallah A, Dall'Oglio M, Leite KRM. The accuracy of pathological data for the prediction of insignificant prostate cancer. Int Braz J Urol 2012; 38:760-8. [DOI: 10.1590/1677-553820133806760] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/14/2012] [Indexed: 02/27/2023] Open
Affiliation(s)
- Betina Katz
- University of São Paulo Medical School (BK, MS, AAA, LN, AN, MD, KRML)
| | - Miguel Srougi
- University of São Paulo Medical School (BK, MS, AAA, LN, AN, MD, KRML)
| | | | | | - Luciano Nesrallah
- University of São Paulo Medical School (BK, MS, AAA, LN, AN, MD, KRML)
| | - Adriano Nesrallah
- University of São Paulo Medical School (BK, MS, AAA, LN, AN, MD, KRML)
| | - Marcos Dall'Oglio
- University of São Paulo Medical School (BK, MS, AAA, LN, AN, MD, KRML)
| | - Katia R. M. Leite
- University of São Paulo Medical School (BK, MS, AAA, LN, AN, MD, KRML)
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Lavallée LT, Breau RH, Preston MA, Raju G, Morash C, Doucette S, Gerridzen RG, Eastham J, Cagiannos I. The association between tumour density and prostate cancer recurrence following radical prostatectomy. Can Urol Assoc J 2012; 5:397-401. [PMID: 22154633 DOI: 10.5489/cuaj.11061] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
PURPOSE Tumour density (TD) may be an independent prognostic factor in men with prostate cancer. The purpose of this study was to evaluate the association between prostate cancer TD and recurrence following radical prostatectomy. MATERIALS AND METHODS Between 1995 and 2007, 645 patients from The Ottawa Hospital or Memorial Sloan-Kettering Cancer Center who had cancer and prostate volumes measured from radical prostatectomy specimens. Tumour density was defined as the relative tumour to prostate volume (tumour volume/prostate volume) and recurrence was defined as a prostate-specific antigen (PSA) >0.2 ng/mL and rising, or postoperative use of radiation or hormonal therapy. Associations between TD and recurrence are adjusted for preoperative PSA, prostatectomy Gleason sum, tumour stage and margin status. RESULTS Median follow-up was 40.8 months. Tumour density was associated with preoperative PSA, Gleason sum, tumour stage and surgical margin status (all p < 0.0001). As a continuous variable, TD predicted recurrence-free survival (adjusted HR 1.34 per 10% increase in TD; p = 0.04). As a categorical variable, the group of patients with a TD of >10% had a 2.7 times greater hazard of recurrence compared to patients with a TD <5% (95%CI 1.41, 5.19; p = 0.003). Despite the independent association between TD and recurrence, the clinical value of TD remains in question as the discriminative performance (area under the curve) of predictive models only improved from 0.865 to 0.876. CONCLUSIONS Prostate cancer TD is associated with known prognostic factors and is also independently predictive of recurrence following radical prostatectomy.
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Affiliation(s)
- Luke T Lavallée
- Division of Urology, Department of Surgery, The Ottawa Hospital, University of Ottawa, Ottawa, ON
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Lee SH, Chung MS, Kim JH, Oh YT, Rha KH, Chung BH. Magnetic Resonance Imaging Targeted Biopsy in Men with Previously Negative Prostate Biopsy Results. J Endourol 2012; 26:787-91. [DOI: 10.1089/end.2011.0393] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Seung Hwan Lee
- Department of Urology, Yonsei University Health System, Seoul, Korea
| | - Mun Su Chung
- Department of Urology, Yonsei University Health System, Seoul, Korea
| | - Joo Hee Kim
- Department of Radiology, Yonsei University Health System, Seoul, Korea
| | - Young Taik Oh
- Department of Radiology, Yonsei University Health System, Seoul, Korea
| | - Koon Ho Rha
- Department of Radiology, Yonsei University Health System, Seoul, Korea
| | - Byung Ha Chung
- Department of Urology, Yonsei University Health System, Seoul, Korea
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Calculated tumor volume is an independent predictor of biochemical recurrence in patients who underwent retropubic radical prostatectomy. Adv Urol 2012; 2012:204215. [PMID: 22654901 PMCID: PMC3359669 DOI: 10.1155/2012/204215] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2011] [Revised: 02/23/2012] [Accepted: 03/05/2012] [Indexed: 11/17/2022] Open
Abstract
Purpose. The purpose of this study is to investigate whether the clinicopathological biopsy findings can predict the oncological outcome in patients who undergo radical prostatectomy. Materials and Methods. Between January 1997 and March 2006, 255 patients with clinically localized adenocarcinoma of the prostate (clinical T1-3N0M0) who had undergone retropubic radical prostatectomy were enrolled in this study. None of the patients received neoadjuvant or adjuvant therapy. Clinicopathological parameters were assessed to determine a predictive parameter of biochemical recurrence. Results. Of the total 255 patients, 77 showed biochemical recurrence during the follow-up period. The estimated 5-year overall survival, 5-year cause-specific survival, and 5-year biochemical recurrence-free survival rates were 97.7%, 99.5%, and 67.3%, respectively. Multivariate analysis using the Cox proportional hazards model showed that calculated cancer volume was an independent predictor among the preoperative clinicopathological parameters (P < 0.05). SVI and PSM were independent predictors among the postoperative parameters (SVI; P < 0.001, PSM; P = 0.049). Among the significant preoperative and postoperative parameters, calculated cancer volume remained an independent predictive parameter in multivariate analysis (P < 0.01). Conclusions. Tumor volume, as calculated by preoperative parameters, is an independent predictor of biochemical recurrence in patients who had undergone radical prostatectomy.
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Abstract
PURPOSE We aimed to determine whether 12 core-extended biopsies of the prostate could predict insignificant prostate cancer (IPCa) in Koreans reliably enough to recommend active surveillance. MATERIALS AND METHODS Two hundred and ninety-seven patients who underwent radical prostatectomy after 12 core-extended prostate biopsies were retrospectively reviewed. 38 cases (12.8%) were shown to be IPCa. RESULTS The average age was 65.2 years, serum PSA was 5.49 ng/dL, and the PSA density was 0.11. The Gleason scores (GS) were 6 (3+3) in 31, 5 (3+2) in 4, and 4 (2+2) in 3. After radical prostatectomy, higher GS was given in 16 (42.1%), whereas lower GS was given in 1 case (2.6%), as compared with the GS obtained from biopsy. 11 (28.9%) had GS of 7 (3+4) and 5 (13.2%) had GS of 7 (4+3). 6 in GS 7 (4+3) and 1 in GS 7 (3+4) showed prostate capsule invasion and 1 in GS 7 (4+3) had seminal vesicle invasion. Prostate capsule invasion was observed in 1 with GS 6 (3+3). The rate of inaccuracy of the contemporary Epstein criteria was 42.1%. Only PSA density was a reliable indicator of clinically IPCa (odds ratio=1.384, 95% CI, 1.103 to 2.091). CONCLUSION Diagnosis of IPCa from a prostate biopsy underestimated the true nature of prostate cancer in as many as 42.1% of Koreans.
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Affiliation(s)
- Chan Dong Yeom
- Department of Urology, Yonsei University College of Medicine, Gangnam Severance Hospital, Seoul, Korea
| | - Seung Hwan Lee
- Department of Urology, Yonsei University College of Medicine, Gangnam Severance Hospital, Seoul, Korea
| | - Kyung Kgi Park
- Department of Urology, Yonsei University College of Medicine, Yongin Severance Hospital, Yongin, Korea
| | - Sang Un Park
- Department of Urology, Yonsei University College of Medicine, Gangnam Severance Hospital, Seoul, Korea
| | - Byung Ha Chung
- Department of Urology, Yonsei University College of Medicine, Gangnam Severance Hospital, Seoul, Korea
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The prognostic significance of percentage of tumour involvement according to disease risk group in men treated with radical prostatectomy. Asian J Androl 2011; 13:828-32. [PMID: 21946230 DOI: 10.1038/aja.2011.111] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
We investigated the prognostic significance of percentage of tumour involvement (PTI) according to the clinicopathological features of prostate cancer among patients who underwent radical prostatectomy (RP). A retrospective study of 534 patients who underwent RP between September 2003 and March 2008 without any neoadjuvant or adjuvant therapy was performed. The associations of PTI with various clinicopathological features and biochemical recurrence-free survival were examined via uni- and multivariate analyses. The predictive accuracy of the multivariate model was assessed with a receiver operating characteristics-derived area under the curve. PTI was demonstrated to be significantly associated with preoperative prostate-specific antigen (PSA) level (P=0.001), pathological Gleason score (P<0.001), extraprostatic tumour extension (P<0.001), seminal vesicle invasion (P<0.001) and positive surgical margin (P<0.001) in univariate analyses. When patients were stratified into disease risk groups, PTI was an independent predictor of biochemical recurrence-free survival in multivariate analysis only among the low-risk group (P=0.033) but not the intermediate- (P=0.287) or the high-risk groups (P=0.828). The addition of the PTI did not significantly increase the accuracy of the multivariate model devised for the prediction of biochemical recurrence-free survival among both total patients (P=0.459) and the low-risk group (P=0.268), respectively. In conclusion, although PTI appeared to be a more significant prognostic factor among patients with low-risk disease than among those with higher risk diseases, overall, the PTI may not provide additional prognostic information beyond what can already be obtained via established prognostic factors.
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33
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Percent tumor volume predicts biochemical recurrence after radical prostatectomy: multi-institutional data analysis. Int J Clin Oncol 2011; 17:355-60. [DOI: 10.1007/s10147-011-0295-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2011] [Accepted: 07/19/2011] [Indexed: 10/18/2022]
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Epstein JI. Prognostic significance of tumor volume in radical prostatectomy and needle biopsy specimens. J Urol 2011; 186:790-7. [PMID: 21788055 DOI: 10.1016/j.juro.2011.02.2695] [Citation(s) in RCA: 67] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2010] [Indexed: 02/07/2023]
Abstract
PURPOSE This review addresses the controversies that persist relating to the prognosis and reporting of tumor volume in adenocarcinoma of the prostate. MATERIALS AND METHODS A search was performed using the MEDLINE database and referenced lists of relevant studies to obtain articles addressing the quantification of cancer on radical prostatectomy and needle biopsy. RESULTS In the 2010 TNM classification system T2 tumor at radical prostatectomy is subdivided into pT2a (unilateral tumor occupying less than ½ a lobe), pT2b (unilateral tumor greater than ½ a lobe) and pT2c (bilateral tumor). This pathological substaging of T2 disease fails on several accounts. In most studies pT2b disease almost does not exist. By the time a tumor is so large that it microscopically occupies more than ½ a lobe, in the majority of cases there is bilateral (pT2c) tumor. An even greater flaw of the substaging system for stage pT2 disease is the lack of prognostic significance. In reporting pathologically organ confined cancer, it should be merely noted as pT2 without further subclassification. The data are conflicting as to the independent prognostic significance of objective measurements of tumor volume in radical prostatectomy specimens. The most likely explanation for the discordant results lies in the strong correlation of tumor volume with other prognostic markers such as extraprostatic extension and positive margins. In studies where it is statistically significant on multivariate analysis, it is unlikely that knowing tumor volume improves prediction of prognosis beyond routinely reported parameters to the degree that it would be clinically useful for an individual patient. An alternative is to record tumor volume as minimal, moderate or extensive, which gives some indication to the urologist as to the extent of disease. Not only does providing an objective measurement not add useful prognostic information beyond what is otherwise routinely reported by the pathologist, but many objective measurements done in routine practice will likely not be an accurate indicator of the true tumor volume. There is also a lack of consensus regarding the best method of measuring tumor length when there are multiple foci in a single core separated by benign intervening prostatic stroma. Some pathologists, this author included, consider discontinuous foci of cancer as if it was 1 uninterrupted focus, the rationale being that these discontinuous foci are undoubtedly the same cancer going in and out of the plane of section. Measuring the cancer from where it starts to where it ends on the core gives the minimal length of cancer in the prostate. Others measure each focus individually, and the sum of these measurements is considered the cancer length on the core. Quantifying cancer with an ocular micrometer to record the total length or percent length of cancer is time-consuming, and the data are conflicting whether this is superior to other, simpler methods and whether any potential differences in predictive accuracy would translate into changes in clinical management. It is recommended that at a minimum the number of positive cores be recorded, unless fragmented involved cores preclude evaluation, along with at least 1 other more detailed measurement such as the percent of core involvement or length of cancer. CONCLUSIONS Consensus has been reached on some of the issues relating to quantifying tumor volume in prostate cancer, such as the lack of utility of substaging pT2 disease. Other questions such as whether to include or subtract intervening benign prostate tissue on prostate needle cores will require additional studies. Finally, matters such as the need to quantify cancer at radical prostatectomy or which method of quantifying cancer on needle biopsy is superior will likely remain contentious due to the close interrelationship and redundancy of prognostic variables.
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Affiliation(s)
- Jonathan I Epstein
- Department of Pathology, The Johns Hopkins Hospital, Baltimore, Maryland 21231, USA.
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Prostate tumour volume is an independent predictor of early biochemical recurrence in a high risk radical prostatectomy subgroup. Pathology 2011; 43:138-42. [DOI: 10.1097/pat.0b013e3283420155] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Schlomm T, Chun FK, Erbersdobler A. From gene to clinic: TMA-based clinical validation of molecular markers in prostate cancer. Methods Mol Biol 2010; 664:177-89. [PMID: 20690063 DOI: 10.1007/978-1-60761-806-5_17] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
Abstract
Current high-throughput screening techniques using DNA arrays have identified hundreds of new candidate biomarkers for diagnosis and risk prediction of prostate cancer. Large-scale analysis of clinical prostate cancer specimens is a key prerequisite for the validation of these genes. We have constructed a tissue microarray from more than 2,500 prostate cancers with full histo-pathological and clinical long-term follow-up data and analyzed expression and gene copy number patterns of 16 different candidate markers for their ability to predict prostate cancer progression and patient prognosis. The best candidates were used to extend established clinical prediction tools (nomograms) that were based on nonmolecular data only, such as prostate-specific antigene (PSA), clinical stage, and histological grading (Gleason grade). Using this approach, we could identify ANXA3 as an independent marker, which was capable of increasing the accuracy of the clinical nomogram, thereby fulfilling the criteria of a novel prognostic prostate cancer marker. This approach of integrating large-scale clinical and molecular variables may provide a new paradigm for the use of molecular profiling to predict the clinical outcome in prostate cancer.
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Affiliation(s)
- Thorsten Schlomm
- Martini-Clinic, Prostate Cancer Center, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
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Tumor volume as a predictor of adverse pathologic features and biochemical recurrence (BCR) in radical prostatectomy specimens: a tale of two methods. World J Urol 2010; 29:15-20. [PMID: 21079968 DOI: 10.1007/s00345-010-0611-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2010] [Accepted: 10/25/2010] [Indexed: 10/18/2022] Open
Abstract
PURPOSE The prognostic value of tumor volume in predicting biochemical recurrence after prostatectomy has been debated. Our aim in this study was to (a) evaluate tumor volume as an independent predictor of adverse pathologic outcomes and BCR and (b) determine the effect of two different methods of tumor volume estimation. METHODS We reviewed the charts of 3,087 patients who underwent radical prostatectomy at Vanderbilt University Medical Center between 2000 and 2008; of which 1,747 patients had data sufficient for analysis. Prostate specimens were processed as whole mount between 2000 and 2003 and then via systematic sampling from 2003 to 2008, with tumor volume measured by planimetry in the whole-mount group and tumor volume estimated by percent tumor involvement in the systematic sampling group. RESULTS Tumor volume estimates were higher with SS than with WM. There were significant associations between larger tumor volume and adverse pathological outcomes, regardless of pathologic method (all with P<0.001). Controlling for other pathologic parameters, tumor volume was an independent predictor of PGS, EPE, and SM in logistic regression models (P<0.001 for TV in all models). Tumor volume was demonstrated to be an independent predictor of BCR in the WM group (1.06, 95% CI 1.01-1.11, P=0.013), though tumor volume was not a significant predictor of BCR in the SS group. CONCLUSIONS Though the prognostic value of tumor volume is debated, our data demonstrate that tumor volume, when calculated via planimetry on whole-mount pathologic sectioning, is a significant predictor of biochemical recurrence after prostatectomy.
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Wambi CO, Siddiqui SA, Krane LS, Agarwal PK, Stricker HJ, Peabody JO. Early oncological outcomes of robot-assisted radical prostatectomy for high-grade prostate cancer. BJU Int 2010; 106:1739-45. [DOI: 10.1111/j.1464-410x.2010.09484.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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A comparison of radical perineal, radical retropubic, and robot-assisted laparoscopic prostatectomies in a single surgeon series. Prostate Cancer 2010; 2011:878323. [PMID: 22111001 PMCID: PMC3216259 DOI: 10.1155/2011/878323] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2010] [Accepted: 10/04/2010] [Indexed: 11/23/2022] Open
Abstract
Objective. We sought to compare positive surgical margin rates (PSM), estimated blood loss (EBL), and quality of life outcomes (QOL) among perineal (RPP), retropubic (RRP), and robot-assisted laparoscopic (RALP) prostatectomies. Methods. Records from 463 consecutive men undergoing RPP (92), RRP (180), or RALP (191) for clinically localized prostate cancer were retrospectively reviewed. Age, percent tumor volume, Gleason score, stage, EBL, PSM, and QOL using the expanded prostate cancer index composite (EPIC) were compared. Results. PSM were similar when adjusted for stage, grade, and volume. EBL was significantly less in the RALP (189 ml) group compared to both RPP (475 ml) and RRP (999 ml) groups. When corrected for nerve sparing, there were no differences in erectile function and sexual function amongst the three groups. Urinary summary and pad usage scores showed no significant differences. Conclusion. RPP, RRP, and RALP offer similar surgical and QOL outcomes. RALP and RPP demonstrate less EBL compared to RRP.
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Trpkov K, Yilmaz A, Bismar TA, Montironi R. ‘Insignificant’ prostate cancer on prostatectomy and cystoprostatectomy: variation on a theme ‘low-volume/ low-grade’ prostate cancer? BJU Int 2010; 106:304-15. [DOI: 10.1111/j.1464-410x.2010.09499.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Shariat SF, Kattan MW, Vickers AJ, Karakiewicz PI, Scardino PT. Critical review of prostate cancer predictive tools. Future Oncol 2010; 5:1555-84. [PMID: 20001796 DOI: 10.2217/fon.09.121] [Citation(s) in RCA: 140] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Prostate cancer is a very complex disease, and the decision-making process requires the clinician to balance clinical benefits, life expectancy, comorbidities and potential treatment-related side effects. Accurate prediction of clinical outcomes may help in the difficult process of making decisions related to prostate cancer. In this review, we discuss attributes of predictive tools and systematically review those available for prostate cancer. Types of tools include probability formulas, look-up and propensity scoring tables, risk-class stratification prediction tools, classification and regression tree analysis, nomograms and artificial neural networks. Criteria to evaluate tools include discrimination, calibration, generalizability, level of complexity, decision analysis and ability to account for competing risks and conditional probabilities. The available predictive tools and their features, with a focus on nomograms, are described. While some tools are well-calibrated, few have been externally validated or directly compared with other tools. In addition, the clinical consequences of applying predictive tools need thorough assessment. Nevertheless, predictive tools can facilitate medical decision-making by showing patients tailored predictions of their outcomes with various alternatives. Additionally, accurate tools may improve clinical trial design.
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Affiliation(s)
- Shahrokh F Shariat
- Department of Surgery, Urology Service, Memorial Sloan-Kettering Cancer Center, New York, NY 10021, USA
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Ahyai SA, Zacharias M, Isbarn H, Steuber T, Eichelberg C, Köllermann J, Fisch M, Karakiewicz PI, Huland H, Graefen M, Chun FKH. Prognostic significance of a positive surgical margin in pathologically organ-confined prostate cancer. BJU Int 2010; 106:478-83. [DOI: 10.1111/j.1464-410x.2009.09162.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Zini L, Capitanio U, Jeldres C, Lughezzani G, Sun M, Shariat SF, Isbarn H, Arjane P, Widmer H, Perrotte P, Graefen M, Montorsi F, Karakiewicz PI. External validation of a nomogram predicting mortality in patients with adrenocortical carcinoma. BJU Int 2009; 104:1661-7. [DOI: 10.1111/j.1464-410x.2009.08660.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Brannan AG, Johnstone PA. The Role of Tumor Volume on Outcome in Prostate Cancer after Prostatectomy. ACTA ACUST UNITED AC 2009. [DOI: 10.1016/j.bjmsu.2009.08.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Objective: Significant study has been made of the role of tumor volume contributing to outcome in prostate cancer: almost two dozen studies have been published on the subject, without clear results either for or against a relationship. Methods: An extensive MEDLINE and PUBMED search yielded fourteen articles involving >10,600 patients describing analyses of institutional prostate cancer experiences including tumor volume after radical prostatectomy (RP). Studies were included if multivariate analysis (MVA) was performed including a variable related to tumor volume. All studies had a common outcome of biochemical disease-free (bNED) survival. Results: The more rigorous the MVA performed, the more likely tumor volume was to be independently predictive. When the analysis included only tumor volume and Gleason score, studies agreed on outcome half the time. As more variables were added to the analysis, the degree of concordance increased. The two studies with most complete MVAs concur in a volume effect on outcome in over 1470 patients. Conclusion: While no meta-analysis on the subject is possible without knowing particulars of each reported case, tumor volume as a predictive variable is likely to be less important than more frequently analyzed factors such as Gleason score and PSA. However, the studies that most completely address the complex and competing variables impacting bNED survival in prostate cancer are those that describe a relationship of tumor volume on outcome.
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Affiliation(s)
- Amber G. Brannan
- Department of Radiation Oncology, Indiana University School of Medicine, 535 Barnhill Dr (RT041), Indianapolis, IN 46202, United States
| | - Peter A.S. Johnstone
- Department of Radiation Oncology, Indiana University School of Medicine, 535 Barnhill Dr (RT041), Indianapolis, IN 46202, United States
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Tumor volume, tumor percentage involvement, or prostate volume: which is predictive of prostate-specific antigen recurrence? Urology 2009; 75:460-6. [PMID: 19819532 DOI: 10.1016/j.urology.2009.06.059] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2009] [Revised: 06/22/2009] [Accepted: 06/25/2009] [Indexed: 11/23/2022]
Abstract
OBJECTIVES To compare the effects of tumor volume (TV), tumor percentage involvement (TPI), and prostate volume (PV) on prostate-specific antigen (PSA) recurrence (PSAR) after radical prostatectomy (RP). METHODS A cohort of 3528 patients receiving RP between 1988 and 2008 was retrieved from the Duke Prostate Center. Patients were stratified by TV (< 3, 3-6, > 6 cm(3)), TPI (< 10%, 10%-20%, > 20%), and PV (< 35, 35-45, > 45 cm(3)) and their effects on PSAR evaluated using Kaplan-Meier analysis. Clinicopathologic variables included in univariate analysis were age at surgery, race, year of surgery, PSA, pathologic Gleason score, pathologic tumor stage, margin status, extracapsular extension, and seminal vesicle invasion. The effects of TV, TPI, and PV (as continuous and categorical variables) on PSAR were compared using Cox analysis. RESULTS TPI, TV, and PV were predictive of PSAR (P <.05) in Kaplan-Meier analysis. In multivariate analysis as continuous variables, TPI and PV were predictive of PSAR (hazard ratio [HR] = 1.16 and HR = 0.65, P <.05). As categorical variables, TPI > 20% and PV 10-35 cm(3) were predictive of PSAR (HR = 1.45 and OR = 1.25, P <.05). TV was not predictive of PSAR in either analysis. Pathologic Gleason score > or = 7, PSA, positive margins, seminal vesicle invasion, and tumor stage T3/T4 were found to be predictors of PSAR (P <.05). CONCLUSIONS TV, TPI, and PV were predictive of PSAR in univariate analysis, but in multivariate analysis, only TPI and PV were predictive of PSAR. TPI and PV should be considered when evaluating, assessing, and counseling patients regarding PSAR risk.
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Wang H, Vees H, Miralbell R, Wissmeyer M, Steiner C, Ratib O, Senthamizhchelvan S, Zaidi H. 18F-fluorocholine PET-guided target volume delineation techniques for partial prostate re-irradiation in local recurrent prostate cancer. Radiother Oncol 2009; 93:220-5. [PMID: 19767115 DOI: 10.1016/j.radonc.2009.08.037] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2009] [Revised: 08/25/2009] [Accepted: 08/27/2009] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE We evaluate the contribution of (18)F-choline PET/CT in the delineation of gross tumour volume (GTV) in local recurrent prostate cancer after initial irradiation using various PET image segmentation techniques. MATERIALS AND METHODS Seventeen patients with local-only recurrent prostate cancer (median=5.7 years) after initial irradiation were included in the study. Rebiopsies were performed in 10 patients that confirmed the local recurrence. Following injection of 300 MBq of (18)F-fluorocholine, dynamic PET frames (3 min each) were reconstructed from the list-mode acquisition. Five PET image segmentation techniques were used to delineate the (18)F-choline-based GTVs. These included manual delineation of contours (GTV(man)) by two teams consisting of a radiation oncologist and a nuclear medicine physician each, a fixed threshold of 40% and 50% of the maximum signal intensity (GTV(40%) and GTV(50%)), signal-to-background ratio-based adaptive thresholding (GTV(SBR)), and a region growing (GTV(RG)) algorithm. Geographic mismatches between the GTVs were also assessed using overlap analysis. RESULTS Inter-observer variability for manual delineation of GTVs was high but not statistically significant (p=0.459). In addition, the volumes and shapes of GTVs delineated using semi-automated techniques were significantly higher than those of GTVs defined manually. CONCLUSIONS Semi-automated segmentation techniques for (18)F-choline PET-guided GTV delineation resulted in substantially higher GTVs compared to manual delineation and might replace the latter for determination of recurrent prostate cancer for partial prostate re-irradiation. The selection of the most appropriate segmentation algorithm still needs to be determined.
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Affiliation(s)
- Hui Wang
- Service of Radiation Oncology, Geneva University Hospital, Geneva, Switzerland
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Svatek RS, Jeldres C, Karakiewicz PI, Suardi N, Walz J, Roehrborn CG, Montorsi F, Slawin KM, Shariat SF. Pre-treatment biomarker levels improve the accuracy of post-prostatectomy nomogram for prediction of biochemical recurrence. Prostate 2009; 69:886-94. [PMID: 19229851 DOI: 10.1002/pros.20938] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
PURPOSE We tested the ability of several pre-operative blood-based biomarkers to enhance the accuracy of standard post-operative features for the prediction of biochemical recurrence (BCR) after radical prostatectomy (RP). METHODS Pre-operative plasma levels of Endoglin, interleukin-6 (IL-6), interleukin-6 soluble receptor (IL-6sR), transforming growth factor-beta1 (TGF-beta1), urokinase plasminogen activator (uPA), urokinase plasminogen inhibitor-1 (PAI-1), urokinase plasminogen receptor (uPAR), vascular cell adhesion molecule-1 (VCAM1), and vascular endothelial growth factor (VEGF) were measured using commercially available enzyme immunoassays in 423 consecutive patients treated with RP for clinically localized prostate cancer. Standard post-operative features consisted of surgical margin status, extracapsular extension, seminal vesicle invasion, lymph node involvement, and pathologic Gleason sum. Multivariable modeling was used to explore the gain in the predictive accuracy. The accuracy was quantified by the c-index statistic and was internally validated with 200 bootstrap resamples. RESULTS Plasma IL-6 (P = 0.03), IL-6sR (P < 0.001), TGF-beta1 (P = 0.005), and V-CAM1 (P = 0.01) achieved independent predictor status after adjusting for the effects of standard post-operative features. After stepwise backward variable elimination, a model relying on RP Gleason sum, IL-6sR, TGF-beta1, VCAM1, and uPA improved the predictive accuracy of the standard post-operative model by 4% (86.1% vs. 82.1%, P < 0.001). CONCLUSIONS Pre-operative plasma biomarkers improved the accuracy of established post-operative prognostic factors of BCR by a significant margin. Incorporation of these biomarkers into standard predictive models may allow more accurate identification of patients who are likely to fail RP thereby allowing more efficient delivery of adjuvant therapy.
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Affiliation(s)
- Robert S Svatek
- Department of Urology, University of Texas Southwestern Medical Centre, 1515 Holcombe Blvd., Houston, TX 77030, USA.
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Shariat SF, Karakiewicz PI, Roehrborn CG, Kattan MW. An updated catalog of prostate cancer predictive tools. Cancer 2008; 113:3075-99. [PMID: 18823041 DOI: 10.1002/cncr.23908] [Citation(s) in RCA: 206] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Shahrokh F Shariat
- Department of Urology, The University of Texas Southwestern Medical Center, Dallas, Texas 75390, USA.
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Capitanio U, Ahyai S, Graefen M, Jeldres C, Shariat SF, Erbersdobler A, Schlomm T, Haese A, Steuber T, Heinzer H, Perrotte P, Péloquin F, Pharand D, Arjane P, Huland H, Karakiewicz PI. Assessment of Biochemical Recurrence Rate in Patients With Pathologically Confirmed Insignificant Prostate Cancer. Urology 2008; 72:1208-11; discussion 1212-3. [DOI: 10.1016/j.urology.2008.04.053] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2008] [Revised: 04/11/2008] [Accepted: 04/18/2008] [Indexed: 10/21/2022]
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Boorjian SA, Crispen PL, Carlson RE, Rangel LJ, Karnes RJ, Frank I, Gettman MT. Impact of obesity on clinicopathologic outcomes after robot-assisted laparoscopic prostatectomy. J Endourol 2008; 22:1471-6. [PMID: 18613784 DOI: 10.1089/end.2008.0056] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
PURPOSE To investigate the impact of body mass index (BMI) on pathologic and functional outcomes after robot-assisted laparoscopic prostatectomy (RALP). PATIENTS AND METHODS We evaluated 400 consecutive patients who underwent RALP at the Mayo Clinic between 2002 and 2006. Patients were categorized as normal weight (BMI <25 kg/ m(2), n = 94), overweight (BMI 25-29.9 kg/m(2), n = 187), and obese (BMI >or=30 kg/m(2), n = 119). Clinicopathologic features of the groups were compared, and logistical regression analysis was used to assess the associations of BMI with pathologic and functional outcomes after RALP. RESULTS Overweight and obese patients were more likely to have pT(3/4) disease (P = 0.0024) and pathologic Gleason 7 to 10 cancers (P < 0.0001). Overall, 9/94 (9.6%) normal-weight patients had a positive surgical margin (SM), compared with 25/187 (13.4%) overweight patients and 21/119 (17.6%) obese men (P = 0.087). On multivariate analysis, however, increasing BMI was not significantly associated with an increased risk of positive SM (odds ratio 1.12, 95% confidence interval 0.72-1.76, P = 0.61). In addition, although obese men had longer operative times (P = 0.049) and greater intraoperative blood loss (P = 0.04), we found no association between BMI and transfusion requirement (P = 0.34), length of hospital stay (P = 0.54), or the rates of early (P = 0.37) or late (P = 0.86) complications. Moreover, in those patients with follow-up available at 1 year after RALP, obesity did not impact the return of continence (P = 0.62) or potency (P = 0.13). CONCLUSION BMI was not an independent predictor of positive SM, complications, incontinence, or erectile dysfunction after RALP. These data suggest that RALP may offer equivalent margin rates and functional outcomes for patients across BMI.
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Affiliation(s)
- Stephen A Boorjian
- Department of Urology, Mayo Medical School and Mayo Clinic, Rochester, MN 55905, USA.
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