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Lorent M, Maalmi H, Tessier P, Supiot S, Dantan E, Foucher Y. Meta-analysis of predictive models to assess the clinical validity and utility for patient-centered medical decision making: application to the CAncer of the Prostate Risk Assessment (CAPRA). BMC Med Inform Decis Mak 2019; 19:2. [PMID: 30616621 PMCID: PMC6323757 DOI: 10.1186/s12911-018-0727-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 12/21/2018] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The Cancer of the Prostate Risk Assessment (CAPRA) score was designed and validated several times to predict the biochemical recurrence-free survival after a radical prostatectomy. Our objectives were, first, to study the clinical validity of the CAPRA score, and, second, to assess its clinical utility for stratified medicine from an original patient-centered approach. METHODS We proposed a meta-analysis based on a literature search using MEDLINE. Observed and predicted biochemical-recurrence-free survivals were compared to assess the calibration of the CAPRA score. Discriminative capacities were evaluated by estimating the summary time-dependent ROC curve. The clinical utility of the CAPRA score was evaluated according to the following stratified decisions: active monitoring for low-risk patients, prostatectomy for intermediate-risk patients, or radio-hormonal therapy for high risk patients. For this purpose, we assessed CAPRA's clinical utility in terms of its ability to maximize time-dependent utility functions (i.e. Quality-Adjusted Life-Years - QALYs). RESULTS We identified 683 manuscripts and finally retained 9 studies. We reported good discriminative capacities with an area under the SROCt curve at 0.73 [95%CI from 0.67 to 0.79], while graphical calibration seemed acceptable. Nevertheless, we also described that the CAPRA score was unable to discriminate between the three medical alternatives, i.e. it did not allow an increase in the number of life years in perfect health (QALYs) of patients with prostate cancer. CONCLUSIONS We confirmed the prognostic capacities of the CAPRA score. In contrast, we were not able to demonstrate its clinical usefulness for stratified medicine from a patient-centered perspective. Our results also highlighted the confusion between clinical validity and utility. This distinction should be better considered in order to develop predictive tools useful in practice.
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Affiliation(s)
- Marine Lorent
- SPHERE (methodS in Patient-centered outcomes & HEalth ResEarch) U1246, INSERM, Nantes University, Tours University, Nantes, France
| | - Haïfa Maalmi
- Division of Clinical Epidemiology and Aging Research, Heidelberg University, Heidelberg, Germany
| | - Philippe Tessier
- SPHERE (methodS in Patient-centered outcomes & HEalth ResEarch) U1246, INSERM, Nantes University, Tours University, Nantes, France
| | - Stéphane Supiot
- Department of Radiotherapy, Institut de Cancérologie de l’Ouest René Gauducheau, Saint Herblain, France
- INSERM UMR892, Nantes University, Nantes, France
| | - Etienne Dantan
- SPHERE (methodS in Patient-centered outcomes & HEalth ResEarch) U1246, INSERM, Nantes University, Tours University, Nantes, France
| | - Yohann Foucher
- SPHERE (methodS in Patient-centered outcomes & HEalth ResEarch) U1246, INSERM, Nantes University, Tours University, Nantes, France
- Nantes University Hospital, Nantes, France
- IRS2, SPHERE U1246, 22 boulevard Bénoni Goullin, 44200 Nantes, France
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Kim YH, Byun YJ, Kim WT, Jeong P, Yan C, Kang HW, Kim YJ, Lee SC, Moon SK, Choi YH, Yun SJ, Kim WJ. CDC6 mRNA Expression Is Associated with the Aggressiveness of Prostate Cancer. J Korean Med Sci 2018; 33:e303. [PMID: 30450027 PMCID: PMC6236078 DOI: 10.3346/jkms.2018.33.e303] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2017] [Accepted: 08/28/2018] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Cell division cycle 6 (CDC6) is an essential regulator of DNA replication and plays important roles in the activation and maintenance of the checkpoint mechanisms in the cell cycle. CDC6 has been associated with oncogenic activities in human cancers; however, the clinical significance of CDC6 in prostate cancer (PCa) remains unclear. Therefore, we investigated whether the CDC6 mRNA expression level is a diagnostic and prognostic marker in PCa. METHODS The study subjects included 121 PCa patients and 66 age-matched benign prostatic hyperplasia (BPH) patients. CDC6 expression was evaluated using real-time polymerase chain reaction and immunohistochemical (IH) staining, and then compared according to the clinicopathological characteristics of PCa. RESULTS CDC6 mRNA expression was significantly higher in PCa tissues than in BPH control tissues (P = 0.005). In addition, CDC6 expression was significantly higher in patients with elevated prostate-specific antigen (PSA) levels (> 20 ng/mL), a high Gleason score, and advanced stage than in those with low PSA levels, a low Gleason score, and earlier stage, respectively. Multivariate logistic regression analysis showed that high expression of CDC6 was significantly associated with advanced stage (≥ T3b) (odds ratio [OR], 3.005; confidence interval [CI], 1.212-7.450; P = 0.018) and metastasis (OR, 4.192; CI, 1.079-16.286; P = 0.038). Intense IH staining for CDC6 was significantly associated with a high Gleason score and advanced tumor stage including lymph node metastasis stage (linear-by-linear association, P = 0.044 and P = 0.003, respectively). CONCLUSION CDC6 expression is associated with aggressive clinicopathological characteristics in PCa. CDC6 may be a potential diagnostic and prognostic marker in PCa patients.
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Affiliation(s)
- Ye-Hwan Kim
- Department of Urology, Chungbuk National University, College of Medicine, Cheongju, Korea
| | - Young Joon Byun
- Department of Urology, Chungbuk National University, College of Medicine, Cheongju, Korea
| | - Won Tae Kim
- Department of Urology, Chungbuk National University, College of Medicine, Cheongju, Korea
| | - Pildu Jeong
- Department of Urology, Chungbuk National University, College of Medicine, Cheongju, Korea
| | - Chunri Yan
- Department of Urology, Chungbuk National University, College of Medicine, Cheongju, Korea
- Department of Preventive Medicine, Medical College, Yanbian University, Yanji, China
| | - Ho Won Kang
- Department of Urology, Chungbuk National University, College of Medicine, Cheongju, Korea
| | - Yong-June Kim
- Department of Urology, Chungbuk National University, College of Medicine, Cheongju, Korea
| | - Sang-Cheol Lee
- Department of Urology, Chungbuk National University, College of Medicine, Cheongju, Korea
| | - Sung-Kwon Moon
- Department of Food and Nutrition, Chung-Ang University, Anseong, Korea
| | - Yung-Hyun Choi
- Department of Biochemistry, Dongeui University College of Oriental Medicine, Busan, Korea
| | - Seok Joong Yun
- Department of Urology, Chungbuk National University, College of Medicine, Cheongju, Korea
| | - Wun-Jae Kim
- Department of Urology, Chungbuk National University, College of Medicine, Cheongju, Korea
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Kang HW, Jung HD, Lee JY, Kwon JK, Jeh SU, Cho KS, Ham WS, Choi YD. The Within-Group Discrimination Ability of the Cancer of the Prostate Risk Assessment Score for Men with Intermediate-Risk Prostate Cancer. J Korean Med Sci 2018; 33:e36. [PMID: 29349945 PMCID: PMC5773849 DOI: 10.3346/jkms.2018.33.e36] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Accepted: 10/28/2017] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Significant clinical heterogeneity within contemporary risk group is well known, particularly for those with intermediate-risk prostate cancer (IRPCa). Our study aimed to analyze the ability of the Cancer of the Prostate Risk Assessment (CAPRA) score to discern between favorable and non-favorable risk in patients with IRPCa. METHODS We retrospectively reviewed the data of 203 IRPCa patients who underwent extraperitoneal robot-assisted radical prostatectomy (RARP) performed by a single surgeon. Pathologic favorable IRPCa was defined as a Gleason score ≤ 6 and organ-confined stage at surgical pathology. The CAPRA score was compared with two established criteria for the within-group discrimination ability. RESULTS Overall, 38 patients (18.7% of the IRPCa cohort) had favorable pathologic features after RARP. The CAPRA score significantly correlated with established criteria I and II and was inversely associated with favorable pathology (all P < 0.001). The area under the receiver operating characteristic curve for the discriminative ability between favorable and non-favorable pathology was 0.679 for the CAPRA score and 0.610 and 0.661 for established criteria I and II, respectively. During a median 37.8 (interquartile range, 24.6-60.2) months of follow-up, 66 patients (32.5%) experienced biochemical recurrence (BCR). Cox regression analysis revealed that the CAPRA score, as a continuous sum score model or 3-group risk model, was an independent predictor of BCR after RARP. CONCLUSION The within-group discrimination ability of preoperative CAPRA score might help in patient counseling and selecting optimal treatments for those with IRPCa.
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Affiliation(s)
- Ho Won Kang
- Department of Urology, Chungbuk National University Hospital, Chungbuk National University College of Medicine, Cheongju, Korea
| | - Hae Do Jung
- Department of Urology, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, Korea
| | - Joo Yong Lee
- Department of Urology, Severance Hospital, Urological Science Institute, Yonsei University College of Medicine, Seoul, Korea
| | - Jong Kyou Kwon
- Department of Urology, Severance Check-up, Yonsei University Health System, Seoul, Korea
| | - Seong Uk Jeh
- Department of Urology, Gyeongsang National University School of Medicine, Jinju, Korea
| | - Kang Su Cho
- Department of Urology, Gangnam Severance Hospital, Urological Science Institute, Yonsei University College of Medicine, Seoul, Korea
| | - Won Sik Ham
- Department of Urology, Severance Hospital, Urological Science Institute, Yonsei University College of Medicine, Seoul, Korea
| | - Young Deuk Choi
- Department of Urology, Severance Hospital, Urological Science Institute, Yonsei University College of Medicine, Seoul, Korea.
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Kang HW, Jung HD, Lee JY, Kwon JK, Jeh SU, Cho KS, Ham WS, Choi YD. Prostate-specific antigen density predicts favorable pathology and biochemical recurrence in patients with intermediate-risk prostate cancer. Asian J Androl 2017; 18:480-4. [PMID: 26178393 PMCID: PMC4854109 DOI: 10.4103/1008-682x.154313] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
This study was designed to identify clinical predictors of favorable pathology and biochemical recurrence (BCR) in patients with intermediate-risk prostate cancer (IRPCa). Between 2006 and 2012, clinicopathological and oncological data from 203 consecutive men undergoing robot-assisted radical prostatectomy (RARP) for IRPCa were reviewed in a single-institutional retrospective study. Favorable pathology was defined as Gleason score ≤6 and organ-confined cancer as detected by surgical pathology. Logistic regression analysis was used to determine predictive variables of favorable pathology, and the Kaplan–Meier and multivariate Cox regression model were used to estimate BCR-free survival after RARP. Overall, 38 patients (18.7%) had favorable pathology after RARP. Lower quartile prostate-specific antigen density (PSAD) was associated with favorable pathology compared to the highest quartile PSAD after adjusting for preoperative PSA, clinical stage and biopsy Gleason score (odds ratio, 5.42; 95% confidence interval, 1.01–28.97; P = 0.048). During a median 37.8 (interquartile range, 24.6–60.2) months of follow-up, 66 patients experienced BCR. There were significant differences with regard to BCR free survival by PSAD quartiles (log rank, P = 0.003). Using a multivariable Cox proportion hazard model, PSAD was found to be an independent predictor of BCR in patients with IRPCa after RARP (hazard ratio, 4.641; 95% confidence interval, 1.109–19.417; P = 0.036). The incorporation of the PSAD into risk assessments might provide additional prognostic information and identify some patients in whom active surveillance would be appropriate in patients with IRPCa.
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Affiliation(s)
| | | | | | | | | | | | | | - Young Deuk Choi
- Department of Urology, Severance Hospital, Urological Science Institute, Yonsei University College of Medicine, Seoul; Robot and Minimal Invasive Surgery Center, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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Kim EA, Kim YH, Kang HW, Yoon HY, Kim WT, Kim YJ, Yun SJ, Moon SK, Choi YH, Kim IY, Lee SC, Kim WJ. Lower Levels of Human MOB3B Are Associated with Prostate Cancer Susceptibility and Aggressive Clinicopathological Characteristics. J Korean Med Sci 2015; 30:937-42. [PMID: 26130958 PMCID: PMC4479949 DOI: 10.3346/jkms.2015.30.7.937] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2015] [Accepted: 04/01/2015] [Indexed: 12/02/2022] Open
Abstract
Mps one binder (MOB) proteins are integral components of signaling pathways that control important cellular processes, such as mitotic exit, centrosome duplication, apoptosis, and cell proliferation. However, the biochemical and cellular functions of the human MOB (hMOB) protein family remain largely unknown. The present study investigated the association between hMOB3B expression and clinicopathological characteristics of prostate cancer (PCa).Study subjects included 137 PCa patients and 137 age-matched benign prostatic hyperplasia (BPH) patients. hMOB3B expression was estimated using real-time PCR and compared with clinicopathological parameters of PCa. hMOB3B mRNA expression was significantly lower in PCa tissues than in BPH control tissues (P<0.001). According to receiver operating characteristics curve analysis, the sensitivity of hMOB3B expression for PCa diagnosis was 84.7%, with a specificity of 86% (AUC=0.910; 95% CI=0.869-0.941; P<0.001). hMOB3B expression was significantly lower in patients with elevated prostate specific antigen (PSA) levels (≥10 ng/mL), a Gleason score≥8, and metastatic disease (any T, N+/M+) than in those with low PSA levels, a low Gleason score, and non-metastatic disease (each P<0.05). In conclusion, low levels of hMOB3B are closely associated with aggressive clinicopathologic features in patients with PCa. Our results suggest that hMOB3B may act as a tumor suppressor in human PCa.
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Affiliation(s)
- Eun-Ah Kim
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, Korea
| | - Ye-Hwan Kim
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, Korea
| | - Ho Won Kang
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, Korea
| | - Hyung-Yoon Yoon
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, Korea
| | - Won Tae Kim
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, Korea
| | - Yong-June Kim
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, Korea
| | - Seok-Joong Yun
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, Korea
| | - Sung-Kwon Moon
- Department of Food and Biotechnology, Chung-Ang University, Seoul, Korea
| | - Yung Hyun Choi
- Department of Biomaterial Control, Dong-Eui University, Busan, Korea
| | - Isaac Yi Kim
- Section of Urological Oncology, The Cancer Institute of New Jersey, Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
| | - Sang-Cheol Lee
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, Korea
| | - Wun-Jae Kim
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, Korea
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Seo WI, Kang PM, Kang DI, Yoon JH, Kim W, Chung JI. Cancer of the Prostate Risk Assessment (CAPRA) Preoperative Score Versus Postoperative Score (CAPRA-S): ability to predict cancer progression and decision-making regarding adjuvant therapy after radical prostatectomy. J Korean Med Sci 2014; 29:1212-6. [PMID: 25246738 PMCID: PMC4168173 DOI: 10.3346/jkms.2014.29.9.1212] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2014] [Accepted: 06/03/2014] [Indexed: 11/20/2022] Open
Abstract
The University of California, San Francisco, announced in 2011 Cancer of the Prostate Risk Assessment Postsurgical (CAPRA-S) score which included pathologic data, but there were no results for comparing preoperative predictors with the CAPRA-S score. We evaluated the validation of the CAPRA-S score in our institution and compare the result with the preoperative progression predictor, CAPRA score. Data of 130 patients were reviewed who underwent radical prostatectomy for localized prostate cancer from 2008 to 2013. Performance of CAPRA-S score in predicting progression free probabilities was assessed through Kaplan Meier analysis and Cox proportional hazards regression test. Additionally, prediction probability was compared with preoperative CAPRA score by logistic regression analysis. Comparing CAPRA score, the CAPRA-S score showed improved prediction ability for 5 yr progression free survival (concordance index 0.80, P = 0.04). After risk group stratification, 3 group model of CAPRA-S was superior than 3 group model of CAPRA for 3-yr progression free survival and 5-yr progression free survival (concordance index 0.74 vs. 0.70, 0.77 vs. 0.71, P < 0.001). Finally the CAPRA-S score was the more ideal predictor concerned with adjuvant therapy than the CAPRA score through decision curve analysis. The CPARA-S score is a useful predictor for disease progression after radical prostatectomy.
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Affiliation(s)
- Won Ik Seo
- Department of Urology, Busan Paik Hospital, Inje University, Busan, Korea
| | - Pil Moon Kang
- Department of Urology, Busan Paik Hospital, Inje University, Busan, Korea
| | - Dong Il Kang
- Department of Urology, Busan Paik Hospital, Inje University, Busan, Korea
| | - Jang Ho Yoon
- Department of Urology, Busan Paik Hospital, Inje University, Busan, Korea
| | - Wansuk Kim
- Department of Urology, Busan Paik Hospital, Inje University, Busan, Korea
| | - Jae Il Chung
- Department of Urology, Busan Paik Hospital, Inje University, Busan, Korea
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