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Wu Y, Yu H, Li S, Wiley K, Zheng SL, LaDuca H, Gielzak M, Na R, Sarver BAJ, Helfand BT, Walsh PC, Lotan TL, Cooney KA, Black MH, Xu J, Isaacs WB. Rare Germline Pathogenic Mutations of DNA Repair Genes Are Most Strongly Associated with Grade Group 5 Prostate Cancer. Eur Urol Oncol 2020; 3:224-230. [PMID: 31948886 DOI: 10.1016/j.euo.2019.12.003] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2019] [Revised: 12/04/2019] [Accepted: 12/16/2019] [Indexed: 10/25/2022]
Abstract
BACKGROUND Rare germline mutations in several genes, primarily DNA repair genes, have been proposed to predict worse prognosis of prostate cancer (PCa). OBJECTIVE To compare the frequency of germline pathogenic mutations in commonly assayed PCa genes between high- and low-grade PCa in patients initially presenting with clinically localized disease. DESIGN, SETTING, AND PARTICIPANTS A retrospective case-case study of 1694 PCa patients who underwent radical prostatectomy at Johns Hopkins Hospital, including 706 patients with high-grade (grade group [GG] 4 and GG5) and 988 patients with low-grade (GG1) disease. Germline DNA was sequenced for 13 candidate PCa genes using a targeted next-generation sequencing assay by Ambry Genetics. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Carrier rates of pathogenic mutations were compared between high- and low-grade PCa patients using the Fisher's exact test. RESULTS AND LIMITATIONS Overall, the carrier rate of germline pathogenic mutations in the 13 genes was significantly higher in high-grade patients (8.64%) than in low-grade patients (3.54%, p = 9.98 × 10-6). Individually, significantly higher carrier rates for patients with high- versus low-grade PCa were found for three genes: ATM (2.12% and 0.20%, respectively, p = 9.35 × 10-5), BRCA2 (2.55% and 0.20%, respectively, p = 8.99 × 10-6), and MSH2 (0.57% and 0%, respectively, p = 0.03). The mutation carrier rate was significantly higher in patients with GG5 than in patients with GG1 disease for the 13 genes overall (13.07% and 3.54%, respectively, p = 1.27 × 10-9); for the three genes ATM, BRCA2, and MSH2 (7.73% and 0.40%, respectively, p = 3.20 × 10-13); and for the remaining nine DNA repair genes (5.07% and 2.43%, respectively, p = 0.02). CONCLUSIONS In men undergoing treatment for clinically localized disease, pathogenic mutations in 13 commonly assayed genes, especially ATM, BRCA2, and MSH2, are most strongly associated with GG5 PCa. These findings emphasize the importance of genetic testing in men with high-grade PCa, particularly GG5 disease, to inform both treatment decisions and familial risk assessment. PATIENT SUMMARY Prostate cancer in men with inherited mutations in 13 commonly assayed susceptibility genes is more likely to be high-grade, high-risk disease.
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Affiliation(s)
- Yishuo Wu
- Program for Personalized Cancer Care and Department of Surgery, NorthShore University HealthSystem, Evanston, IL, USA; Fudan Institute of Urology, Huashan Hospital, Fudan University, Shanghai, China
| | - Hongjie Yu
- Program for Personalized Cancer Care and Department of Surgery, NorthShore University HealthSystem, Evanston, IL, USA
| | - Shuwei Li
- Ambry Genetics, Aliso Viejo, CA, USA
| | - Kathleen Wiley
- Department of Urology and the James Buchanan Brady Urologic Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - S Lilly Zheng
- Program for Personalized Cancer Care and Department of Surgery, NorthShore University HealthSystem, Evanston, IL, USA
| | | | - Marta Gielzak
- Department of Urology and the James Buchanan Brady Urologic Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rong Na
- Program for Personalized Cancer Care and Department of Surgery, NorthShore University HealthSystem, Evanston, IL, USA
| | | | - Brian T Helfand
- Program for Personalized Cancer Care and Department of Surgery, NorthShore University HealthSystem, Evanston, IL, USA
| | - Patrick C Walsh
- Department of Urology and the James Buchanan Brady Urologic Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Tamara L Lotan
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Department of Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA
| | - Kathleen A Cooney
- Duke University School of Medicine and Duke Cancer Institute, Durham, NC, USA
| | | | - Jianfeng Xu
- Program for Personalized Cancer Care and Department of Surgery, NorthShore University HealthSystem, Evanston, IL, USA; Fudan Institute of Urology, Huashan Hospital, Fudan University, Shanghai, China.
| | - William B Isaacs
- Department of Urology and the James Buchanan Brady Urologic Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Department of Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA.
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Xu L, Wen Y, Pandit S, Mokkapati VRSS, Mijakovic I, Li Y, Ding M, Ren S, Li W, Liu G. Graphene-based biosensors for the detection of prostate cancer protein biomarkers: a review. BMC Chem 2019; 13:112. [PMID: 31508598 PMCID: PMC6720397 DOI: 10.1186/s13065-019-0611-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Accepted: 07/15/2019] [Indexed: 02/07/2023] Open
Abstract
Prostate cancer (PC) is the sixth most common cancer type in the world, which causes approximately 10% of total cancer fatalities. The detection of protein biomarkers in body fluids is the key topic for the diagnosis and prognosis of PC. Highly sensitive screening of PC is the most effective approach for reducing mortality. Thus, there are a growing number of literature that recognizes the importance of new technologies for early diagnosis of PC. Graphene is playing an important role in the biosensor field with remarkable physical, optical, electrochemical and magnetic properties. Many recent studies demonstrated the potential of graphene materials for sensitive detection of protein biomarkers. In this review, the graphene-based biosensors toward PC analysis are mainly discussed in two groups: Firstly, novel biosensor interfaces were constructed through the modification of graphene materials onto sensor surfaces. Secondly, ingenious signal amplification strategies were developed using graphene materials as catalysts or carriers. Graphene-based biosensors have exhibited remarkable performance with high sensitivities, wide detection ranges, and long-term stabilities.
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Affiliation(s)
- Li Xu
- 1Laboratory of Biometrory, Division of Chemistry and Ionizing Radiation Measurement Technology, Shanghai Institute of Measurement and Testing Technology, Shanghai, 201203 People's Republic of China.,2Division of Systems and Synthetic Biology, Department of Biology and Biological Engineering, Chalmers University of Technology, 41126 Gothenburg, Sweden
| | - Yanli Wen
- 1Laboratory of Biometrory, Division of Chemistry and Ionizing Radiation Measurement Technology, Shanghai Institute of Measurement and Testing Technology, Shanghai, 201203 People's Republic of China
| | - Santosh Pandit
- 2Division of Systems and Synthetic Biology, Department of Biology and Biological Engineering, Chalmers University of Technology, 41126 Gothenburg, Sweden
| | - Venkata R S S Mokkapati
- 2Division of Systems and Synthetic Biology, Department of Biology and Biological Engineering, Chalmers University of Technology, 41126 Gothenburg, Sweden
| | - Ivan Mijakovic
- 2Division of Systems and Synthetic Biology, Department of Biology and Biological Engineering, Chalmers University of Technology, 41126 Gothenburg, Sweden.,3The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Lyngby, Denmark
| | - Yan Li
- 1Laboratory of Biometrory, Division of Chemistry and Ionizing Radiation Measurement Technology, Shanghai Institute of Measurement and Testing Technology, Shanghai, 201203 People's Republic of China
| | - Min Ding
- 1Laboratory of Biometrory, Division of Chemistry and Ionizing Radiation Measurement Technology, Shanghai Institute of Measurement and Testing Technology, Shanghai, 201203 People's Republic of China
| | - Shuzhen Ren
- 1Laboratory of Biometrory, Division of Chemistry and Ionizing Radiation Measurement Technology, Shanghai Institute of Measurement and Testing Technology, Shanghai, 201203 People's Republic of China
| | - Wen Li
- 1Laboratory of Biometrory, Division of Chemistry and Ionizing Radiation Measurement Technology, Shanghai Institute of Measurement and Testing Technology, Shanghai, 201203 People's Republic of China
| | - Gang Liu
- 1Laboratory of Biometrory, Division of Chemistry and Ionizing Radiation Measurement Technology, Shanghai Institute of Measurement and Testing Technology, Shanghai, 201203 People's Republic of China
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Kuang L, Zhao H, Wang L, Xuan Z, Pei T. A Novel Approach Based on Point Cut Set to Predict Associations of Diseases and LncRNAs. Curr Bioinform 2019. [DOI: 10.2174/1574893613666181026122045] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Background:
In recent years, more evidence have progressively indicated that Long
non-coding RNAs (lncRNAs) play vital roles in wide-ranging human diseases, which can serve as
potential biomarkers and drug targets. Comparing with vast lncRNAs being found, the relationships
between lncRNAs and diseases remain largely unknown.
Objective:
The prediction of novel and potential associations between lncRNAs and diseases would
contribute to dissect the complex mechanisms of disease pathogenesis.
associations while known disease-lncRNA associations are required only.
Method:
In this paper, a new computational method based on Point Cut Set is proposed to predict
LncRNA-Disease Associations (PCSLDA) based on known lncRNA-disease associations. Compared
with the existing state-of-the-art methods, the major novelty of PCSLDA lies in the incorporation of
distance difference matrix and point cut set to set the distance correlation coefficient of nodes in the
lncRNA-disease interaction network. Hence, PCSLDA can be applied to forecast potential lncRNAdisease
associations while known disease-lncRNA associations are required only.
Results:
Simulation results show that PCSLDA can significantly outperform previous state-of-the-art
methods with reliable AUC of 0.8902 in the leave-one-out cross-validation and AUCs of 0.7634 and
0.8317 in 5-fold cross-validation and 10-fold cross-validation respectively. And additionally, 70% of
top 10 predicted cancer-lncRNA associations can be confirmed.
Conclusion:
It is anticipated that our proposed model can be a great addition to the biomedical
research field.
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Affiliation(s)
- Linai Kuang
- Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, Xiangtan, China
| | - Haochen Zhao
- Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, Xiangtan, China
| | - Lei Wang
- Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, Xiangtan, China
| | - Zhanwei Xuan
- Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, Xiangtan, China
| | - Tingrui Pei
- Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, Xiangtan, China
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Gleicher S, Kauffman EC, Kotula L, Bratslavsky G, Vourganti S. Implications of High Rates of Metastatic Prostate Cancer in BRCA2 Mutation Carriers. Prostate 2016; 76:1135-45. [PMID: 27225637 PMCID: PMC5470321 DOI: 10.1002/pros.23204] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Accepted: 04/28/2016] [Indexed: 12/15/2022]
Abstract
BACKGROUND Patients with germline BRCA2 gene mutations (BRCA2mut) have more aggressive prostate cancer. Analysis of all reported germline BRCA2mut prostate cancer cases allows better understanding of the clinicopathologic features and survival outcomes of these men. METHODS A systematic review was performed with the MEDLINE database to capture articles evaluating clinicopathologic characteristics of men with BRCA2mut associated prostate cancer. Inclusion criteria were at least five subjects, confirmation of BRCA2mut status, and data for at least 2 clinical parameters of disease. Meta-analysis was performed on outcomes data. Chi-squared tests were used to compare disease features among men undergoing formal versus ad hoc screening, as well as an age of diagnosis less than versus greater than 65 years. Rates of metastatic disease among BRCA2mut cases were compared to rates among non-carrier control subjects and the general population using the SEER database. RESULTS Twelve out of 289 studies met our inclusion criteria, representing 261 BRCA2mut men. Among carriers, the median age at diagnosis was 62 years and median PSA was 15 ng/dl with 95% of men having a PSA>3. Over 40% of BRCA2mut patients had T3/T4 disease and over 25% were metastatic at presentation. Survival was worse in BRCA2mut men with prostate cancer when compared to non-BRCA2mut subjects. BRCA2mut carriers had significantly higher rates of metastatic disease (18%) versus non-carrier controls (8%) and the SEER population (4%). CONCLUSIONS BRCA2mut carriers are more likely to have poor risk of prostate cancer at presentation and exhibit worse oncologic outcomes relative to non-carriers, including a fourfold increase in metastatic disease. Younger men and those undergoing formal screening present with less advanced disease which supports a need for earlier identification and screening protocols. Additionally, this population may benefit from alternative therapeutic paradigms. Prostate 76:1135-1145, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Stephanie Gleicher
- Department of Urology, SUNY Upstate Medical University, Syracuse, New York
| | - Eric C. Kauffman
- Departments of Urology and Cancer Genetics, Roswell Park Cancer Institute, Buffalo, New York
- Department of Urology, SUNY University of Buffalo, Buffalo, New York
| | - Leszek Kotula
- Department of Urology, SUNY Upstate Medical University, Syracuse, New York
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, New York
| | | | - Srinivas Vourganti
- Department of Urology, SUNY Upstate Medical University, Syracuse, New York
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Abstract
PURPOSE OF REVIEW The aim of this review was to highlight important articles in the field of prostate cancer screening published during 2015 and early 2016. Four major areas were identified for the purpose: screening strategies, post-United States Preventive Services Task Force (USPSTF) 2011-2012, screening trends/patterns, and shared decision making. RECENT FINDINGS Several studies furthered the evidence that screening reduces the risk of metastasis and death from prostate cancer. Multiplex screening strategies are of proven benefit; genetics and MRI need further evaluation. Prostate-specific antigen (PSA) screening rates declined in men above age of 50 years, as did the overall prostate cancer incidence following the USPSTF 2011-2012 recommendation against PSA. The consequences of declining screening rates will become apparent in the next few years. More research is needed to identify the most optimal approach to engage in, and implement, an effective shared decision-making in clinical practice. SUMMARY Data emerging in 2015 provided evidence on the question of how best to screen and brought more steps in the right direction of 'next-generation prostate cancer screening'. Screening is an ongoing process in all men regardless of whether or not they might benefit from early detection and treatment. After the USPSTF 2011-2012 recommendation, the rates of PSA testing are declining; however, this decline is observed in all men and not solely in those who will not benefit from the screening. The long-term effect of this recommendation might not be as anticipated. More studies are needed on how to implement the best available evidence on who, and when, to screen in clinical practice.
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Affiliation(s)
- Sigrid V. Carlsson
- Memorial Sloan Kettering Cancer Center, Department of
Surgery and Epidemiology & Biostatistics, New York, USA
- Institute of Clinical Sciences, Sahlgrenska Academy at
Gothenburg University, Sweden
| | - Monique J. Roobol
- Department of Urology, Erasmus University Medical Center,
Rotterdam, The Netherlands
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