1
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Plas S, Melchior F, Aigner GP, Frantzi M, Pencik J, Kafka M, Heidegger I. The impact of urine biomarkers for prostate cancer detection-A systematic state of the art review. Crit Rev Oncol Hematol 2025; 210:104699. [PMID: 40107435 DOI: 10.1016/j.critrevonc.2025.104699] [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: 12/27/2024] [Revised: 02/18/2025] [Accepted: 03/06/2025] [Indexed: 03/22/2025] Open
Abstract
BACKGROUND Prostate cancer (PCa) screening primarily relies on Prostate-Specific Antigen (PSA), which has low specificity and therefore leads to unnecessary biopsies. Consequently, there is a growing need for, ideally, non-invasive biomarkers. Liquid biopsy, a diagnostic approach analyzing circulating tumor components in body fluids, has emerged as a promising diagnostic tool for various cancers, including PCa. METHODS To evaluate recent evidence on urine-based biomarkers for the detection of PCa, we conducted a systematic review in accordance with the PRISMA guidelines. Our literature search identified a total of 286 studies, of which 66 met our inclusion criteria (men suspected of PCa with no prior history of PCa). After assessing the risk of bias using the QUADAS-2 tool, studies on five distinct urinary biomarker tests were included for further analysis. RESULTS Tests that do not rely on digital rectal examination (non-DRE), such as Exosome Dx Prostate IntelliScore (EPI) and Protexam Prostate Status Management (PSM)/Prostate Check-Up (PSU), demonstrated strong performance in detecting PCa, particularly clinically significant PCa. Meanwhile, the MyProstateScore test (MPS) showed the highest efficacy among tests utilizing urine samples collected post-DRE. Unfortunately, the performance of the biomarker test with the most available studies, PCA3 ProGensa® Score, was underwhelming with only moderate sensitivity and specificity. CONCLUSIONS Despite promising results from various urine-based biomarker tests, we are currently unable to recommend one specific test for implementation into clinical practice. The broad heterogeneity of the studies conducted hindered the ability to perform a meta-analysis, and prospective randomized trials providing clinical evidence are still lacking.
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Affiliation(s)
- Stefan Plas
- Medical University of Innsbruck, Department of Urology, Innsbruck, Austria
| | - Felix Melchior
- Medical University of Innsbruck, Department of Urology, Innsbruck, Austria
| | - Gerhard P Aigner
- Medical University of Innsbruck, Department of Urology, Innsbruck, Austria
| | - Maria Frantzi
- Department of Biomarker Research, Mosaiques diagnostics GmbH, Hannover, Germany
| | - Jan Pencik
- Iambic Therapeutics, 5627 Oberlin Drive, San Diego, CA 92121, USA
| | - Mona Kafka
- Medical University of Innsbruck, Department of Urology, Innsbruck, Austria
| | - Isabel Heidegger
- Medical University of Innsbruck, Department of Urology, Innsbruck, Austria.
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2
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Robinson HS, Lee SS, Barocas DA, Tosoian JJ. Evaluation of blood and urine based biomarkers for detection of clinically-significant prostate cancer. Prostate Cancer Prostatic Dis 2025; 28:45-55. [PMID: 38858447 DOI: 10.1038/s41391-024-00840-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 04/12/2024] [Accepted: 04/17/2024] [Indexed: 06/12/2024]
Abstract
BACKGROUND Recognizing the limitations of prostate-specific antigen (PSA) screening and the morbidity of prostate biopsies, several blood- and urine-based biomarkers have been proposed for pre-biopsy risk stratification. These assays aim to reduce the frequency of unnecessary biopsies (i.e., negative or Grade Group 1 [GG1]) while maintaining highly sensitive detection of clinically significant cancer (GG ≥ 2) prostate cancer. METHODS We reviewed the literature describing the use of currently available blood- and urine-based biomarkers for detection of GG ≥ 2 cancer, including the Prostate Health Index (PHI), 4Kscore, MyProstateScore (MPS), SelectMDx, ExoDx Prostate Intelliscore (EPI), and IsoPSA. To facilitate clinical application, we focused on the use of biomarkers as a post-PSA secondary test prior to biopsy, as proposed in clinical guidelines. Our outcomes included test performance measures-sensitivity, specificity, negative predictive value (NPV), and positive predictive value (PPV)-as well as clinical outcomes resulting from biomarker use (i.e., unnecessary biopsies avoided, GG ≥ 2 cancers missed). RESULTS Contemporary validation data (2015-2023) reveal that currently available biomarkers provide ~15-50% specificity at a sensitivity of 90-95% for GG ≥ 2 PCa. Clinically, this indicates that secondary use of biomarker testing in men with elevated PSA could allow for avoidance of up to 15-50% of unnecessary prostate biopsies, while preserving detection of 90-95% of GG ≥ 2 cancers that would be detected under the traditional "biopsy all" approach. CONCLUSIONS The contemporary literature further supports the proposed role of post-PSA biomarker testing to reduce the use of invasive biopsy while maintaining highly sensitive detection of GG ≥ 2 cancer. Questions remain regarding the optimal application of biomarkers in combination or in sequence with mpMRI.
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Affiliation(s)
- Hunter S Robinson
- Department of Urology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Sangmyung S Lee
- Department of Urology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Daniel A Barocas
- Department of Urology, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt-Ingram Cancer Center, Nashville, TN, USA
| | - Jeffrey J Tosoian
- Department of Urology, Vanderbilt University Medical Center, Nashville, TN, USA.
- Vanderbilt-Ingram Cancer Center, Nashville, TN, USA.
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3
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Qiu S, Li Y, Zhang Z, Li C, Wang H, Chen A, Yan Z, Liu Y, Li Z, Huang H, Liu Y, Seow Y, Chen R, Guo J, Wen S, Tian J, Zhang H, Liu R, Han G, Wang B, Wang Y, Niu Y, Yin H. Differentiation of high risk prostate cancer with a facile urinary exosome detection workflow. iScience 2025; 28:111896. [PMID: 39995874 PMCID: PMC11848465 DOI: 10.1016/j.isci.2025.111896] [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: 09/26/2024] [Revised: 12/23/2024] [Accepted: 01/22/2025] [Indexed: 02/26/2025] Open
Abstract
Clear differentiation of high-grade and clinically insignificant prostate cancer (PCa) is critical for clinical decision-making. Here, we developed a proprietary urinary exosome isolation approach (EVLatch) and established a facile diagnostic workflow. We discovered that EEF1A1 levels, abundantly expressed on urinary exosomes, positively correlate to urinary exosome counts irrespective of source and collection time and demonstrated that EEF1A1 enables in-assay quantification of urinary exosomes. Importantly, a prostate cancer urinary EVLatch-based artificial intelligence diagnostics (PURE-AID) classification system utilizing PCA3, HOXC6, and DLX1 as targets with SPDEF for reference and EEF1A1 for quality checking, trained on 271 patients, achieved an area under the receiver operating characteristic curve (AUROC) of 0.76 in the test set of 351 patients. Combination of PURE-AID with prostate-specific antigen (PSA) and age increases AUROC to 0.80 and reduces 54.3% of unnecessary biopsies with 86.8% sensitivity. Our study provides a new classification system for differentiating high-grade PCa in a workflow- and patient-friendly manner.
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Affiliation(s)
- Shuai Qiu
- State Key Laboratory of Experimental Hematology & The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, School of Medical Technology & School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070, China
| | - Yue Li
- State Key Laboratory of Experimental Hematology & The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, School of Medical Technology & School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070, China
| | - Zheng Zhang
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin Institute of Urology, Tianjin 300211, China
| | - Chunchang Li
- Department of Urology, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Haoyu Wang
- Department of Urology, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Ao Chen
- State Key Laboratory of Experimental Hematology & The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, School of Medical Technology & School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070, China
| | - Zhi Yan
- State Key Laboratory of Experimental Hematology & The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, School of Medical Technology & School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070, China
| | - Yang Liu
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin Institute of Urology, Tianjin 300211, China
| | - Zifei Li
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin Institute of Urology, Tianjin 300211, China
| | - Hua Huang
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin Institute of Urology, Tianjin 300211, China
| | - Yi Liu
- School of Pharmaceutical Science and Technology, Tianjin University, Tianjin 300072, China
| | - Yiqi Seow
- Genome Institute of Singapore (GIS), Agency for Science, Technology and Research (A∗STAR), Singapore 138673, Republic of Singapore
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A∗STAR), Singapore 138673, Republic of Singapore
| | - Ruibing Chen
- School of Pharmaceutical Science and Technology, Tianjin University, Tianjin 300072, China
| | - Jinhong Guo
- School of Sensing Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Simeng Wen
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin Institute of Urology, Tianjin 300211, China
| | - Jing Tian
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin Institute of Urology, Tianjin 300211, China
| | - Hongtuan Zhang
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin Institute of Urology, Tianjin 300211, China
| | - Ranlu Liu
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin Institute of Urology, Tianjin 300211, China
| | - Gang Han
- State Key Laboratory of Experimental Hematology & The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, School of Medical Technology & School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070, China
| | - Baolong Wang
- Department of Urology, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Yong Wang
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin Institute of Urology, Tianjin 300211, China
| | - Yuanjie Niu
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin Institute of Urology, Tianjin 300211, China
| | - HaiFang Yin
- State Key Laboratory of Experimental Hematology & The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, School of Medical Technology & School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070, China
- China Department of Clinical Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
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Kemesiene J, Nicolau C, Cholstauskas G, Zviniene K, Lopeta M, Veneviciute S, Asmenaviciute I, Tamosauskaite K, Pikuniene I, Jievaltas M. Usefulness of urinary biomarker-based risk score and multiparametric MRI for clinically significant prostate cancer detection in biopsy-naïve patients. Abdom Radiol (NY) 2025:10.1007/s00261-024-04727-5. [PMID: 39862284 DOI: 10.1007/s00261-024-04727-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 11/26/2024] [Accepted: 11/26/2024] [Indexed: 01/27/2025]
Abstract
OBJECTIVES This study aimed to investigate the accuracy of multiparametric magnetic resonance imaging (mpMRI), genetic urinary test (GUT), and prostate cancer prevention trial risk calculator version 2.0 (PCPTRC2) for the clinically significant prostate cancer (csPCa) diagnostic in biopsy-naïve patients. MATERIALS AND METHODS In a single center study between 2021 and 2024 participants underwent prostate mpMRI, GUT, and ultrasound (US) guided biopsy. The csPCa risk was calculated using PCPTRC2. After conducting a digital rectal examination (DRE), a GUT was performed. It incorporated the RNA levels of prostate cancer antigen 3 (PCA3) and transmembrane serine protease 2 (TMPRSS2) gene and ETS-related gene (ERG) fusion genes (T: E), along with the patient's age and PSA density. The McNemar test compared detection rates between modalities. RESULTS 208 (mean age 62.9 years +/- 8.2) men were included prospectively. A positive GUT score was found in 67.8% and PIRADS ≥3 in 81.7% of all cases. The combination of GUT with mpMRI showed significantly higher sensitivity (99.1%) than GUT and mpMRI alone, 84.4% and 93.8%, respectively (p ≤ 0.05). Similarly, very high sensitivity (99.0%) was achieved by combining mpMRI with PCPTCR2. Nevertheless, mpMRI plus GUT combination exceeded mpMRI plus PCPTCR2 by allowing to save a higher fraction of unnecessary biopsies, 25% and 2.4%, respectively. CONCLUSION GUT and mpMRI combination would allow saving a substantial fraction of unnecessary biopsies with minimal risk of missing csPCa cases.
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Affiliation(s)
- Jurate Kemesiene
- Department of Radiology, Medical Academy, Lithuanian University of Health Sciences, Mickeviciaus str. 9, Kaunas, 44307, Lithuania.
| | - Carlos Nicolau
- Department of Radiology, Hospital Clínic, University of Barcelona, Barcelona, 08036, Spain
| | - Gytis Cholstauskas
- Departmet of Urology, Medical Academy, Lithuanian University of Health Sciences, Mickeviciaus str. 9, Kaunas, 44307, Lithuania
| | - Kristina Zviniene
- Department of Radiology, Medical Academy, Lithuanian University of Health Sciences, Mickeviciaus str. 9, Kaunas, 44307, Lithuania
| | | | | | | | | | - Ingrida Pikuniene
- Departmet of Urology, Medical Academy, Lithuanian University of Health Sciences, Mickeviciaus str. 9, Kaunas, 44307, Lithuania
| | - Mindaugas Jievaltas
- Departmet of Urology, Medical Academy, Lithuanian University of Health Sciences, Mickeviciaus str. 9, Kaunas, 44307, Lithuania
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5
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Hamid Y, Rabbani RD, Afsara R, Nowrin S, Ghose A, Papadopoulos V, Sirlantzis K, Ovsepian SV, Boussios S. Exosomal Liquid Biopsy in Prostate Cancer: A Systematic Review of Biomarkers for Diagnosis, Prognosis, and Treatment Response. Int J Mol Sci 2025; 26:802. [PMID: 39859516 PMCID: PMC11765602 DOI: 10.3390/ijms26020802] [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: 12/07/2024] [Revised: 01/15/2025] [Accepted: 01/17/2025] [Indexed: 01/27/2025] Open
Abstract
Prostate cancer, a leading cause of cancer-related mortality among men, often presents challenges in accurate diagnosis and effective monitoring. This systematic review explores the potential of exosomal biomolecules as noninvasive biomarkers for the diagnosis, prognosis, and treatment response of prostate cancer. A thorough systematic literature search through online public databases (Medline via PubMed, Scopus, and Web of science) using structured search terms and screening using predefined eligibility criteria resulted in 137 studies that we analyzed in this systematic review. We evaluated the findings from these clinical studies, revealing that the load of exosomes in the blood and urine of prostate cancer patients, which includes microRNAs (miRNAs), proteins, and lipids, demonstrates disease-specific changes. It also shows that some exosomal markers can differentiate between malignant and benign hyperplasia of the prostate, predict disease aggressiveness, and monitor treatment efficacy. Notably, miRNA emerged as the most frequently studied biomolecule, demonstrating superior diagnostic potential compared to traditional methods like prostate-specific antigen (PSA) testing. The analysis also highlights the pressing need for a standardised analytic approach through multi-centre studies to validate the full potential of exosomal biomarkers for the diagnosis and monitoring of prostate cancer.
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Affiliation(s)
- Yameen Hamid
- The University of Edinburgh, Edinburgh EH8 9YL, UK;
- Department of Acute Medicine, Medway NHS Foundation Trust, Gillingham ME7 5NY, UK
| | - Rukhshana Dina Rabbani
- Department of Medical Oncology, Medway NHS Foundation Trust, Gillingham ME7 5NY, UK; (R.D.R.); (A.G.)
| | - Rakkan Afsara
- Department of Medical Oncology, Evercare Hospital, Dhaka 1205, Bangladesh;
| | - Samarea Nowrin
- Department of Clinical Oncology, Maidstone and Tunbridge Wells NHS Trust, Maidstone ME16 9QQ, UK;
| | - Aruni Ghose
- Department of Medical Oncology, Medway NHS Foundation Trust, Gillingham ME7 5NY, UK; (R.D.R.); (A.G.)
| | | | - Konstantinos Sirlantzis
- School of Engineering, Technology and Design, Canterbury Christ Church University, Canterbury CT1 1QU, UK;
| | - Saak V. Ovsepian
- Faculty of Engineering and Science, University of Greenwich London, Chatham Maritime, Kent ME4 4TB, UK;
- Faculty of Medicine, Tbilisi State University, Tbilisi 0177, Georgia
| | - Stergios Boussios
- Department of Medical Oncology, Medway NHS Foundation Trust, Gillingham ME7 5NY, UK; (R.D.R.); (A.G.)
- Faculty of Medicine, Health, and Social Care, Canterbury Christ Church University, Canterbury CT2 7PB, UK
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, King’s College London, Strand, London WC2R 2LS, UK
- Kent and Medway Medical School, University of Kent, Canterbury CT2 7LX, UK
- AELIA Organisation, 9th km Thessaloniki—Thermi, 57001 Thessaloniki, Greece
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6
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Hu C, Zheng Z, Pang S, Zhu Y, Jie J, Lai Z, Zeng X, Xiao Y, Chen Z, Zhao J, Du Y, Li F, Wang Q, Tan W. Chimeric SFT2D2-TBX19 Promotes Prostate Cancer Progression by Encoding TBX19-202 Protein and Stabilizing Mitochondrial ATP Synthase through ATP5F1A Phosphorylation. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2408426. [PMID: 39540264 DOI: 10.1002/advs.202408426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 10/29/2024] [Indexed: 11/16/2024]
Abstract
Specific chimeric RNAs and their products are consistently regarded as ideal tumor diagnostic markers and therapeutic targets. Chimeric RNAs can mediate tumor cell plasticity, neuroendocrine processes, polarization of tumor-associated macrophages, and resistance to chemotherapy and immunotherapy. However, the discovery of chimeric RNAs in prostate cancer is still in its early stages. This study identifies the chimeric SFT2D2-TBX19 as a novel transcript encoding the TBX19-202 protein. Both TBX19-202 and its parental TBX19, which share homologous amino acid sequences, enhance prostate cancer cell proliferation, migration, and invasion. Additionally, SFT2D2-TBX19 also functions as a lncRNA, interacting with the ATP synthase F1 subunit ATP5F1A, thereby increasing ATP5F1A phosphorylation mediated by TNK2/ACK1, which stabilizes the interaction between ATP5F1A and ATP5F1B. The region spanning 1801-2400 bp of SFT2D2-TBX19 and the intermediate structural domain of ATP5F1A are crucial functional areas. This stabilization of ATP5F1A and ATP5F1B enhances mitochondrial ATP synthase activity and ATP production. Even under conditions of mitochondrial vulnerability, SFT2D2-TBX19 protects mitochondrial structural stability to maintain prostate cancer cell proliferation. This research provides comprehensive evidence that chimeric SFT2D2-TBX19 promotes prostate cancer progression by encoding the TBX19-202 protein and stabilizing mitochondrial ATP synthase via ATP5F1A phosphorylation. These findings highlight SFT2D2-TBX19 as a potential therapeutic target for prostate cancer.
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Affiliation(s)
- Chenxi Hu
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Zaosong Zheng
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Shiyu Pang
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Yuanchao Zhu
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Jirong Jie
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Zhuocheng Lai
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Xiangbo Zeng
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Yongyuan Xiao
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Zhifeng Chen
- Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Jingjing Zhao
- Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Yuejun Du
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Fei Li
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Qiong Wang
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
- Department of Urology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, P. R. China
| | - Wanlong Tan
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
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7
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Visser WCH, de Jong H, Smit FP, Shrivastava J, Poole JC, Leenders WPJ, Melchers WJG, Mulders PFA, Schalken JA. Discovery of RNA Biomarkers for Prostate Cancer Using Cross-Platform Transcriptomics. Int J Mol Sci 2024; 25:11907. [PMID: 39595976 PMCID: PMC11593515 DOI: 10.3390/ijms252211907] [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: 10/15/2024] [Revised: 10/30/2024] [Accepted: 11/01/2024] [Indexed: 11/28/2024] Open
Abstract
Microarray and Single-Molecule Molecular Inversion Probe (smMIP)-based targeted RNA sequencing are two RNA profiling platforms for identifying disease-associated biomarkers. The microarray uses a GeneChip array with oligonucleotide probes to measure expression levels across thousands of genes, while smMIPs capture and quantify RNA transcripts and transcript variants via next-generation sequencing. To evaluate the strengths and weaknesses of both platforms, a comparative gene expression profiling study was conducted using RNA samples from 52 prostate tissues (normal, benign prostatic hyperplasia (BPH) and various prostate cancer (PCa) grades). Of all genes covered by both platforms, only 35% of the expression levels aligned, with 45% showing discrepancies. Both platforms identified the same 17 genes as potential PCa biomarkers. Microarray analysis identified an additional 253 genes that were not covered or not identified by smMIP technology, while smMIP technology identified eight markers not covered or not identified in the microarray core gene analysis, including fusion genes and splice variants. For high-grade prostate cancer (HG-PCa), the smMIP-method identified 8 markers, and the microarray identified 17 markers, with FOLH1, FAP and CLDN3 being common across both platforms. The choice of RNA expression analysis technology depends on research objectives; microarray technology is useful for the evaluation of a wide range of genes but has low throughput. In contrast, smMIP-based RNA sequencing enables sensitive analysis with minimal RNA in a medium- to high-throughput setting.
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Affiliation(s)
- Wieke C. H. Visser
- Department of Product Development, Mdxhealth BV, 6534 AT Nijmegen, The Netherlands
| | - Hans de Jong
- Department of Product Development, Mdxhealth BV, 6534 AT Nijmegen, The Netherlands
| | - Frank P. Smit
- Department of Product Development, Mdxhealth BV, 6534 AT Nijmegen, The Netherlands
| | | | - Jason C. Poole
- Department of Product Development, Mdxhealth, Irvine, CA 92618, USA
| | | | - Willem J. G. Melchers
- Department of Product Development, Mdxhealth BV, 6534 AT Nijmegen, The Netherlands
- Department of Medical Microbiology, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands
| | - Peter F. A. Mulders
- Department of Urology, Radboud University Medical Centre, 6525 GA Nijmegen, The Netherlands
| | - Jack A. Schalken
- Department of Urology, Radboud University Medical Centre, 6525 GA Nijmegen, The Netherlands
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8
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Azzalini E, Bonin S. Molecular diagnostics of prostate cancer: impact of molecular tests. Asian J Androl 2024; 26:562-566. [PMID: 38738960 PMCID: PMC11614165 DOI: 10.4103/aja202411] [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: 11/30/2023] [Accepted: 01/29/2024] [Indexed: 05/14/2024] Open
Abstract
ABSTRACT Prostate cancer (PCa) is the second leading cause of cancer-related death among men. Prostate-specific antigen (PSA) testing is used in screening programs for early detection with a consequent reduction of PCa-specific mortality at the cost of overdiagnosis and overtreatment of the nonaggressive PCa. Recently, several assays have been commercially developed to implement PCa diagnosis, but they have not been included in both screening and diagnosis of PCa. This review aims to describe the actual and novel commercially available molecular biomarkers that can be used in PCa management to implement and tailor the screening and diagnosis of PCa.
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Affiliation(s)
- Eros Azzalini
- DSM, Department of Medical Sciences, University of Trieste, Trieste 34149, Italy
| | - Serena Bonin
- DSM, Department of Medical Sciences, University of Trieste, Trieste 34149, Italy
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9
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Dahiya V, Hans S, Kumari R, Bagchi G. Prostate cancer biomarkers: from early diagnosis to precision treatment. Clin Transl Oncol 2024; 26:2444-2456. [PMID: 38744755 DOI: 10.1007/s12094-024-03508-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 04/26/2024] [Indexed: 05/16/2024]
Abstract
Prostate cancer (PCa) is the second most prevalent cancer in men. In 2020, approximately 1,414,259 new cases were reported that accounted for 3,75,324 deaths (Sung et al. in CA 71:209-249, 2021). PCa is often asymptomatic at early stages; hence, routine screening and monitoring based on reliable biomarkers is crucial for early detection and assessment of cancer progression. Early diagnosis of disease is key step in reducing PCa-induced mortality. Biomarkers such as PSA have played vital role in reducing recent PCa deaths. Recent research has identified many other biomarkers and also refined PSA-based tests for non-invasive diagnosis of PCa in patients. Despite progress in screening methods, an important issue that influences treatment is heterogeneity of the cancer in different individuals, necessitating personalized treatment. Currently, focus is to identify biomarkers that can accurately diagnose PCa at early stage, indicate the stage of the disease, metastatic nature and chances of survival based on individual patient profile (Fig. 1). Fig. 1 Graphical abstract.
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Affiliation(s)
- Versha Dahiya
- Amity Institute of Biotechnology, Amity University Haryana, Gurgaon, India, 122413
| | - Sanjana Hans
- Amity Institute of Biotechnology, Amity University Haryana, Gurgaon, India, 122413
| | - Ruchi Kumari
- Amity Institute of Biotechnology, Amity University Haryana, Gurgaon, India, 122413
| | - Gargi Bagchi
- Amity Institute of Biotechnology, Amity University Haryana, Gurgaon, India, 122413.
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10
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Tao J, Bian X, Zhou J, Zhang M. From microscopes to molecules: The evolution of prostate cancer diagnostics. Cytojournal 2024; 21:29. [PMID: 39391208 PMCID: PMC11464998 DOI: 10.25259/cytojournal_36_2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 05/27/2024] [Indexed: 10/12/2024] Open
Abstract
In the ever-evolving landscape of oncology, the battle against prostate cancer (PCa) stands at a transformative juncture, propelled by the integration of molecular diagnostics into traditional cytopathological frameworks. This synthesis not only heralds a new epoch of precision medicine but also significantly enhances our understanding of the disease's genetic intricacies. Our comprehensive review navigates through the latest advancements in molecular biomarkers and their detection technologies, illuminating the potential these innovations hold for the clinical realm. With PCa persisting as one of the most common malignancies among men globally, the quest for early and precise diagnostic methods has never been more critical. The spotlight in this endeavor shines on the molecular diagnostics that reveal the genetic underpinnings of PCa, offering insights into its onset, progression, and resistance to conventional therapies. Among the genetic aberrations, the TMPRSS2-ERG fusion and mutations in genes such as phosphatase and tensin homolog (PTEN) and myelocytomatosis viral oncogene homolog (MYC) are identified as significant players in the disease's pathology, providing not only diagnostic markers but also potential therapeutic targets. This review underscores a multimodal diagnostic approach, merging molecular diagnostics with cytopathology, as a cornerstone in managing PCa effectively. This strategy promises a future where treatment is not only tailored to the individual's genetic makeup but also anticipates the disease's trajectory, offering hope for improved prognosis and quality of life for patients.
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Affiliation(s)
- Junyue Tao
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Xiaokang Bian
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Jun Zhou
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Meng Zhang
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
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Miyahira AK, Kamran SC, Jamaspishvili T, Marshall CH, Maxwell KN, Parolia A, Zorko NA, Pienta KJ, Soule HR. Disrupting prostate cancer research: Challenge accepted; report from the 2023 Coffey-Holden Prostate Cancer Academy Meeting. Prostate 2024; 84:993-1015. [PMID: 38682886 DOI: 10.1002/pros.24721] [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] [Received: 04/12/2024] [Accepted: 04/16/2024] [Indexed: 05/01/2024]
Abstract
INTRODUCTION The 2023 Coffey-Holden Prostate Cancer Academy (CHPCA) Meeting, themed "Disrupting Prostate Cancer Research: Challenge Accepted," was convened at the University of California, Los Angeles, Luskin Conference Center, in Los Angeles, CA, from June 22 to 25, 2023. METHODS The 2023 marked the 10th Annual CHPCA Meeting, a discussion-oriented scientific think-tank conference convened annually by the Prostate Cancer Foundation, which centers on innovative and emerging research topics deemed pivotal for advancing critical unmet needs in prostate cancer research and clinical care. The 2023 CHPCA Meeting was attended by 81 academic investigators and included 40 talks across 8 sessions. RESULTS The central topic areas covered at the meeting included: targeting transcription factor neo-enhancesomes in cancer, AR as a pro-differentiation and oncogenic transcription factor, why few are cured with androgen deprivation therapy and how to change dogma to cure metastatic prostate cancer without castration, reducing prostate cancer morbidity and mortality with genetics, opportunities for radiation to enhance therapeutic benefit in oligometastatic prostate cancer, novel immunotherapeutic approaches, and the new era of artificial intelligence-driven precision medicine. DISCUSSION This article provides an overview of the scientific presentations delivered at the 2023 CHPCA Meeting, such that this knowledge can help in facilitating the advancement of prostate cancer research worldwide.
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Affiliation(s)
- Andrea K Miyahira
- Science Department, Prostate Cancer Foundation, Santa Monica, California, USA
| | - Sophia C Kamran
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Tamara Jamaspishvili
- Department of Pathology and Laboratory Medicine, SUNY Upstate Medical University, Syracuse, New York, USA
| | - Catherine H Marshall
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kara N Maxwell
- Department of Medicine-Hematology/Oncology and Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Medicine Service, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania, USA
| | - Abhijit Parolia
- Department of Pathology, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Nicholas A Zorko
- Division of Hematology, Oncology and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
- University of Minnesota Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Kenneth J Pienta
- The James Buchanan Brady Urological Institute, The Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Howard R Soule
- Science Department, Prostate Cancer Foundation, Santa Monica, California, USA
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12
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Kawada T, Shim SR, Quhal F, Rajwa P, Pradere B, Yanagisawa T, Bekku K, Laukhtina E, von Deimling M, Teoh JYC, Karakiewicz PI, Araki M, Shariat SF. Diagnostic Accuracy of Liquid Biomarkers for Clinically Significant Prostate Cancer Detection: A Systematic Review and Diagnostic Meta-analysis of Multiple Thresholds. Eur Urol Oncol 2024; 7:649-662. [PMID: 37981495 DOI: 10.1016/j.euo.2023.10.029] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 10/21/2023] [Accepted: 10/31/2023] [Indexed: 11/21/2023]
Abstract
CONTEXT Many liquid biomarkers have entered clinical practice with the praise to improve the detection of clinically significant prostate cancer (csPCa), helping avoid unnecessary prostate biopsies. OBJECTIVE We aimed to assess the diagnostic accuracy of multianalyte biomarkers for csPCa detection using multiple thresholds. EVIDENCE ACQUISITION A comprehensive literature search was done through PubMed, Web of Science, and Scopus in March 2023 for prospective and retrospective studies reporting the diagnostic performance of liquid biomarkers for detecting csPCa. The outcomes of interest were the diagnostic performance of liquid biomarkers for csPCa detection and identification of optimal thresholds for each biomarker. EVIDENCE SYNTHESIS Overall, 49 studies were eligible for this meta-analysis. Using each representative threshold based on the Youden Index, the pooled sensitivity and specificity for detecting csPCa were 0.85 and 0.37 for prostate cancer gene 3 (PCA3), 0.85 and 0.52 for prostate health index (PHI), 0.87 and 0.58 for four kallikrein (4K), 0.82 and 0.56 for SelectMDx, 0.85 and 0.54 for ExoDx, and 0.82 and 0.59 for mi prostate score (MPS), respectively. The diagnostic odds ratio was highest for 4K (8.84), followed by MPS (7.0) and PHI (6.28). According to the meta-analysis incorporating multiple thresholds, the corresponding sensitivity was 0.77 for 4K, 0.69 for PHI, and 0.63 for PCA3; specificity was 0.72 for PHI, 0.70 for 4K, and 0.69 for PCA3. CONCLUSIONS Regarding the detection of csPCa, 4K had the highest diagnostic performance among the commercial liquid biomarkers. Based on the optimal thresholds calculated by the present meta-analysis, 4K had the highest sensitivity and PHI had the highest specificity for detecting csPCa. Nevertheless, clinical decision-making requires combination strategies between liquid and imaging biomarkers. PATIENT SUMMARY Novel biomarkers for prostate cancer detection were useful for more accurate diagnosis of clinically significant prostate cancer to avoid unnecessary biopsies.
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Affiliation(s)
- Tatsushi Kawada
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Sung Ryul Shim
- Department of Biomedical Informatics, College of Medicine, Konyang University, Daejeon, Republic of Korea
| | - Fahad Quhal
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, King Fahad Specialist Hospital, Dammam, Saudi Arabia
| | - Pawel Rajwa
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, Medical University of Silesia, Zabrze, Poland
| | - Benjamin Pradere
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology UROSUD, La Croix Du Sud Hospital, Quint Fonsegrives, France
| | - Takafumi Yanagisawa
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Kensuke Bekku
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Ekaterina Laukhtina
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Institute for Urology and Reproductive Health, Sechenov University, Moscow, Russia
| | - Markus von Deimling
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jeremy Yuen-Chun Teoh
- S.H. Ho Urology Centre, Department of Surgery, The Chinese University of Hong Kong, Hong Kong, China
| | - Pierre I Karakiewicz
- Cancer Prognostics and Health Outcomes Unit, University of Montreal Health Centre, Montreal, Canada
| | - Motoo Araki
- Department of Urology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Shahrokh F Shariat
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Cancer Prognostics and Health Outcomes Unit, University of Montreal Health Centre, Montreal, Canada; Department of Urology, Weill Cornell Medical College, New York, NY, USA; Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, USA; Department of Urology, Second Faculty of Medicine, Charles University, Prague, Czech Republic; Hourani Center for Applied Scientific Research, AI-Ahliyya Amman University, Amman, Jordan; Research Center for Evidence-Based Medicine, Iranian EBM Center: A Joanna Briggs Institute Center of Excellence, Tabriz University of Medical Sciences, Tabriz, Iran.
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Yu J, Yu C, Jiang K, Yang G, Yang S, Tan S, Li T, Liang H, He Q, Wei F, Li Y, Cheng J, Wang F. Unveiling potential: urinary exosomal mRNAs as non-invasive biomarkers for early prostate cancer diagnosis. BMC Urol 2024; 24:163. [PMID: 39090720 PMCID: PMC11292860 DOI: 10.1186/s12894-024-01540-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 07/09/2024] [Indexed: 08/04/2024] Open
Abstract
BACKGROUND This study investigated the use of urinary exosomal mRNA as a potential biomarker for the early detection of prostate cancer (PCa). METHODS Next-generation sequencing was utilized to analyze exosomal RNA from 10 individuals with confirmed PCa and 10 individuals without cancer. Subsequent validation through qRT-PCR in a larger sample of 43 PCa patients and 92 healthy controls revealed distinct mRNA signatures associated with PCa. RESULTS Notably, mRNAs for RAB5B, WWP1, HIST2H2BF, ZFY, MARK2, PASK, RBM10, and NRSN2 showed promise as diagnostic markers, with AUC values between 0.799 and 0.906 and significance p values. Combining RAB5B and WWP1 in an exoRNA diagnostic model outperformed traditional PSA tests, achieving an AUC of 0.923, 81.4% sensitivity, and 89.1% specificity. CONCLUSIONS These findings highlight the potential of urinary exosomal mRNA profiling, particularly focusing on RAB5B and WWP1, as a valuable strategy for improving the early detection of PCa.
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Affiliation(s)
- Jiayin Yu
- Department of Urology, The First Affiliated Hospital of Guangxi Medical University, No.6 Shuangyong Road, Qingxiu, Nanning, Guangxi, 530021, P.R. China
| | - Chifei Yu
- Department of Urology, Affiliated Tumor Hospital of Guangxi Medical University, No.71 Hedi Road, Qingxiu District, Nanning, Guangxi, 530021, P.R. China
| | - Kangxian Jiang
- Department of Urology, The Second Affiliated Hospital of Fujian Medical University, No. 34 Zhongshan North Road, Quanzhou, Fujian, 362000, P.R. China
| | - Guanglin Yang
- Department of Urology, Affiliated Tumor Hospital of Guangxi Medical University, No.71 Hedi Road, Qingxiu District, Nanning, Guangxi, 530021, P.R. China
| | - Shubo Yang
- Department of Urology, The First Affiliated Hospital of Guangxi Medical University, No.6 Shuangyong Road, Qingxiu, Nanning, Guangxi, 530021, P.R. China
| | - Shuting Tan
- Department of Urology, The First Affiliated Hospital of Guangxi Medical University, No.6 Shuangyong Road, Qingxiu, Nanning, Guangxi, 530021, P.R. China
| | - Tingting Li
- Department of Urology, Affiliated Tumor Hospital of Guangxi Medical University, No.71 Hedi Road, Qingxiu District, Nanning, Guangxi, 530021, P.R. China
| | - Haiqi Liang
- Department of Urology, The First Affiliated Hospital of Guangxi Medical University, No.6 Shuangyong Road, Qingxiu, Nanning, Guangxi, 530021, P.R. China
| | - Qihuan He
- Department of Urology, The First Affiliated Hospital of Guangxi Medical University, No.6 Shuangyong Road, Qingxiu, Nanning, Guangxi, 530021, P.R. China
| | - Faye Wei
- Department of Urology, The First Affiliated Hospital of Guangxi Medical University, No.6 Shuangyong Road, Qingxiu, Nanning, Guangxi, 530021, P.R. China
| | - Yujian Li
- Department of Urology, The First Affiliated Hospital of Guangxi Medical University, No.6 Shuangyong Road, Qingxiu, Nanning, Guangxi, 530021, P.R. China
| | - Jiwen Cheng
- Department of Urology, The First Affiliated Hospital of Guangxi Medical University, No.6 Shuangyong Road, Qingxiu, Nanning, Guangxi, 530021, P.R. China.
- Center for Genomic and Personalized Medicine, Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Medical University, No.22 Shuangyong Road, Qingxiu District, Nanning, Guangxi, 530021, P.R. China.
| | - Fubo Wang
- Center for Genomic and Personalized Medicine, Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Medical University, No.22 Shuangyong Road, Qingxiu District, Nanning, Guangxi, 530021, P.R. China.
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14
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Li SL, Zha MY, Wang Q, Tang Y. Advances in multiparametric magnetic resonance imaging combined with biomarkers for the diagnosis of high-grade prostate cancer. Front Surg 2024; 11:1429831. [PMID: 39081487 PMCID: PMC11286397 DOI: 10.3389/fsurg.2024.1429831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 06/27/2024] [Indexed: 08/02/2024] Open
Abstract
Clinical decisions based on the test results for prostate-specific antigen often result in overdiagnosis and overtreatment. Multiparametric magnetic resonance imaging (mpMRI) can be used to identify high-grade prostate cancer (HGPCa; Gleason score ≥3 + 4); however, certain limitations remain such as inter-reader variability and false negatives. The combination of mpMRI and prostate cancer (PCa) biomarkers (prostate-specific antigen density, Proclarix, TMPRSS2:ERG gene fusion, Michigan prostate score, ExoDX prostate intelliscore, four kallikrein score, select molecular diagnosis, prostate health index, and prostate health index density) demonstrates high accuracy in the diagnosis of HGPCa, ensuring that patients avoid unnecessary prostate biopsies with a low leakage rate. This manuscript describes the characteristics and diagnostic performance of each biomarker alone and in combination with mpMRI, with the intension to provide a basis for decision-making in the diagnosis and treatment of HGPCa. Additionally, we explored the applicability of the combination protocol to the Asian population.
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Affiliation(s)
- Song-lin Li
- Department of Urology, Wuming Hospital of Guangxi Medical University, Nanning, China
| | - Ming-yong Zha
- Department of Urology, Wuming Hospital of Guangxi Medical University, Nanning, China
| | - Qi Wang
- Department of Experimental Research, Guangxi Medical University Cancer Hospital, Nanning, China
- Key Laboratory of Early Prevention and Treatment for Regional High-Frequency Tumor (Guangxi Medical University), Ministry of Education, Nanning, Guangxi, China
| | - Yong Tang
- Department of Urology, Wuming Hospital of Guangxi Medical University, Nanning, China
- State Key Laboratory of Targeting Oncology, Guangxi Medical University, Nanning, China
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15
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Tosoian JJ, Zhang Y, Xiao L, Xie C, Samora NL, Niknafs YS, Chopra Z, Siddiqui J, Zheng H, Herron G, Vaishampayan N, Robinson HS, Arivoli K, Trock BJ, Ross AE, Morgan TM, Palapattu GS, Salami SS, Kunju LP, Tomlins SA, Sokoll LJ, Chan DW, Srivastava S, Feng Z, Sanda MG, Zheng Y, Wei JT, Chinnaiyan AM. Development and Validation of an 18-Gene Urine Test for High-Grade Prostate Cancer. JAMA Oncol 2024; 10:726-736. [PMID: 38635241 PMCID: PMC11190811 DOI: 10.1001/jamaoncol.2024.0455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 12/06/2023] [Indexed: 04/19/2024]
Abstract
Importance Benefits of prostate cancer (PCa) screening with prostate-specific antigen (PSA) alone are largely offset by excess negative biopsies and overdetection of indolent cancers resulting from the poor specificity of PSA for high-grade PCa (ie, grade group [GG] 2 or greater). Objective To develop a multiplex urinary panel for high-grade PCa and validate its external performance relative to current guideline-endorsed biomarkers. Design, Setting, and Participants RNA sequencing analysis of 58 724 genes identified 54 markers of PCa, including 17 markers uniquely overexpressed by high-grade cancers. Gene expression and clinical factors were modeled in a new urinary test for high-grade PCa (MyProstateScore 2.0 [MPS2]). Optimal models were developed in parallel without prostate volume (MPS2) and with prostate volume (MPS2+). The locked models underwent blinded external validation in a prospective National Cancer Institute trial cohort. Data were collected from January 2008 to December 2020, and data were analyzed from November 2022 to November 2023. Exposure Protocolized blood and urine collection and transrectal ultrasound-guided systematic prostate biopsy. Main Outcomes and Measures Multiple biomarker tests were assessed in the validation cohort, including serum PSA alone, the Prostate Cancer Prevention Trial risk calculator, and the Prostate Health Index (PHI) as well as derived multiplex 2-gene and 3-gene models, the original 2-gene MPS test, and the 18-gene MPS2 models. Under a testing approach with 95% sensitivity for PCa of GG 2 or greater, measures of diagnostic accuracy and clinical consequences of testing were calculated. Cancers of GG 3 or greater were assessed secondarily. Results Of 761 men included in the development cohort, the median (IQR) age was 63 (58-68) years, and the median (IQR) PSA level was 5.6 (4.6-7.2) ng/mL; of 743 men included in the validation cohort, the median (IQR) age was 62 (57-68) years, and the median (IQR) PSA level was 5.6 (4.1-8.0) ng/mL. In the validation cohort, 151 (20.3%) had high-grade PCa on biopsy. Area under the receiver operating characteristic curve values were 0.60 using PSA alone, 0.66 using the risk calculator, 0.77 using PHI, 0.76 using the derived multiplex 2-gene model, 0.72 using the derived multiplex 3-gene model, and 0.74 using the original MPS model compared with 0.81 using the MPS2 model and 0.82 using the MPS2+ model. At 95% sensitivity, the MPS2 model would have reduced unnecessary biopsies performed in the initial biopsy population (range for other tests, 15% to 30%; range for MPS2, 35% to 42%) and repeat biopsy population (range for other tests, 9% to 21%; range for MPS2, 46% to 51%). Across pertinent subgroups, the MPS2 models had negative predictive values of 95% to 99% for cancers of GG 2 or greater and of 99% for cancers of GG 3 or greater. Conclusions and Relevance In this study, a new 18-gene PCa test had higher diagnostic accuracy for high-grade PCa relative to existing biomarker tests. Clinically, use of this test would have meaningfully reduced unnecessary biopsies performed while maintaining highly sensitive detection of high-grade cancers. These data support use of this new PCa biomarker test in patients with elevated PSA levels to reduce the potential harms of PCa screening while preserving its long-term benefits.
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Affiliation(s)
- Jeffrey J. Tosoian
- Department of Urology, Vanderbilt University Medical Center, Nashville, Tennessee
- Vanderbilt-Ingram Cancer Center, Nashville, Tennessee
| | - Yuping Zhang
- Department of Pathology, University of Michigan, Ann Arbor
| | - Lanbo Xiao
- Department of Pathology, University of Michigan, Ann Arbor
| | - Cassie Xie
- Department of Biostatistics, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Nathan L. Samora
- Department of Urology, Vanderbilt University Medical Center, Nashville, Tennessee
| | | | - Zoey Chopra
- Department of Pathology, University of Michigan, Ann Arbor
| | - Javed Siddiqui
- Department of Pathology, University of Michigan, Ann Arbor
| | - Heng Zheng
- Department of Pathology, University of Michigan, Ann Arbor
| | - Grace Herron
- Department of Pathology, University of Michigan, Ann Arbor
| | | | - Hunter S. Robinson
- Department of Urology, Vanderbilt University Medical Center, Nashville, Tennessee
| | | | - Bruce J. Trock
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ashley E. Ross
- Department of Urology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Todd M. Morgan
- Department of Urology, University of Michigan, Ann Arbor
| | | | | | | | - Scott A. Tomlins
- Department of Urology, University of Michigan, Ann Arbor
- Strata Oncology, Ann Arbor, Michigan
| | - Lori J. Sokoll
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Daniel W. Chan
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Sudhir Srivastava
- Division of Cancer Prevention, National Institutes of Health, Bethesda, Maryland
| | - Ziding Feng
- Department of Biostatistics, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | | | - Yingye Zheng
- Department of Biostatistics, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - John T. Wei
- Department of Urology, University of Michigan, Ann Arbor
| | - Arul M. Chinnaiyan
- Department of Pathology, University of Michigan, Ann Arbor
- Department of Urology, University of Michigan, Ann Arbor
- Howard Hughes Medical Institute, Chevy Chase, Maryland
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16
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Andre M, Caobi A, Miles JS, Vashist A, Ruiz MA, Raymond AD. Diagnostic potential of exosomal extracellular vesicles in oncology. BMC Cancer 2024; 24:322. [PMID: 38454346 PMCID: PMC10921614 DOI: 10.1186/s12885-024-11819-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 01/02/2024] [Indexed: 03/09/2024] Open
Abstract
Liquid biopsy can detect circulating cancer cells or tumor cell-derived DNA at various stages of cancer. The fluid from these biopsies contains extracellular vesicles (EVs), such as apoptotic bodies, microvesicles, exomeres, and exosomes. Exosomes contain proteins and nucleic acids (DNA/RNA) that can modify the microenvironment and promote cancer progression, playing significant roles in cancer pathology. Clinically, the proteins and nucleic acids within the exosomes from liquid biopsies can be biomarkers for the detection and prognosis of cancer. We review EVs protein and miRNA biomarkers identified for select cancers, specifically melanoma, glioma, breast, pancreatic, hepatic, cervical, prostate colon, and some hematological malignancies. Overall, this review demonstrates that EV biomolecules have great potential to expand the diagnostic and prognostic biomarkers used in Oncology; ultimately, EVs could lead to earlier detection and novel therapeutic targets. Clinical implicationsEVs represent a new paradigm in cancer diagnostics and therapeutics. The potential use of exosomal contents as biomarkers for diagnostic and prognostic indicators may facilitate cancer management. Non-invasive liquid biopsy is helpful, especially when the tumor is difficult to reach, such as in pancreatic adenocarcinoma. Moreover, another advantage of using minimally invasive liquid biopsy is that monitoring becomes more manageable. Identifying tumor-derived exosomal proteins and microRNAs would allow a more personalized approach to detecting cancer and improving treatment.
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Affiliation(s)
- Mickensone Andre
- Herbert Wertheim College of Medicine at, Department of Immunology and Nanomedicine, Florida International University, Miami, 33199, FL, USA
| | - Allen Caobi
- Herbert Wertheim College of Medicine at, Department of Immunology and Nanomedicine, Florida International University, Miami, 33199, FL, USA
| | - Jana S Miles
- Herbert Wertheim College of Medicine at, Department of Immunology and Nanomedicine, Florida International University, Miami, 33199, FL, USA
| | - Arti Vashist
- Herbert Wertheim College of Medicine at, Department of Immunology and Nanomedicine, Florida International University, Miami, 33199, FL, USA
| | - Marco A Ruiz
- Herbert Wertheim College of Medicine at, Department of Immunology and Nanomedicine, Florida International University, Miami, 33199, FL, USA
- Medical Oncology, Baptist Health Miami Cancer Institute, Miami, 33176, FL, USA
| | - Andrea D Raymond
- Herbert Wertheim College of Medicine at, Department of Immunology and Nanomedicine, Florida International University, Miami, 33199, FL, USA.
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Agbetuyi-Tayo P, Gbadebo M, Rotimi OA, Rotimi SO. Advancements in Biomarkers of Prostate Cancer: A Review. Technol Cancer Res Treat 2024; 23:15330338241290029. [PMID: 39440372 PMCID: PMC11497500 DOI: 10.1177/15330338241290029] [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: 07/10/2024] [Revised: 09/01/2024] [Accepted: 09/18/2024] [Indexed: 10/25/2024] Open
Abstract
Prostate cancer (PCa) is one of the most prevalent and deadly cancers among men, particularly affecting men of African descent and contributing significantly to cancer-related morbidity and mortality worldwide. The disease varies widely, from slow-developing forms to highly aggressive or potentially fatal variants. Accurate risk stratification is crucial for making therapeutic decisions and designing adequate clinical trials. This review assesses a broad spectrum of diagnostic and prognostic biomarkers, many of which are incorporated into clinical guidelines, including the Prostate Health Index (PHI), 4Kscore, STHLM3, PCA3, SelectMDx, ExoDx Prostate Intelliscore (EPI), and MiPS. It also highlights emerging biomarkers with preclinical support, such as urinary non-coding RNAs and DNA methylation patterns. Additionally, the review explores the role of tumor-associated microbiota in PCa, offering new insights into its potential contributions to disease understanding. By examining the latest advancements in PCa biomarkers, this review enhances understanding their roles in disease management.
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Affiliation(s)
- Praise Agbetuyi-Tayo
- Department of Biochemistry, Covenant University, Ota, Nigeria
- Covenant Applied Informatics and Communication Africa Centre of Excellence (CApIC-ACE), Covenant University, Ota, Nigeria
| | - Mary Gbadebo
- Department of Biochemistry, Covenant University, Ota, Nigeria
- Covenant Applied Informatics and Communication Africa Centre of Excellence (CApIC-ACE), Covenant University, Ota, Nigeria
| | - Oluwakemi A. Rotimi
- Department of Biochemistry, Covenant University, Ota, Nigeria
- Covenant Applied Informatics and Communication Africa Centre of Excellence (CApIC-ACE), Covenant University, Ota, Nigeria
| | - Solomon O. Rotimi
- Department of Biochemistry, Covenant University, Ota, Nigeria
- Covenant Applied Informatics and Communication Africa Centre of Excellence (CApIC-ACE), Covenant University, Ota, Nigeria
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18
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Borbiev T, Kohaar I, Petrovics G. Clinical Biofluid Assays for Prostate Cancer. Cancers (Basel) 2023; 16:165. [PMID: 38201592 PMCID: PMC10777952 DOI: 10.3390/cancers16010165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 12/11/2023] [Accepted: 12/25/2023] [Indexed: 01/12/2024] Open
Abstract
This mini review summarizes the currently available clinical biofluid assays for PCa. The second most prevalent cancer worldwide is PCa. PCa is a heterogeneous disease, with a large percentage of prostate tumors being indolent, and with a relatively slow metastatic potential. However, due to the high case numbers, the absolute number of PCa-related deaths is still high. In fact, it causes the second highest number of cancer deaths in American men. As a first step for the diagnosis of PCa, the PSA test has been widely used. However, it has low specificity, which results in a high number of false positives leading to overdiagnosis and overtreatment. Newer derivatives of the original PSA test, including the Food and Drug Administration (FDA)-approved 4K (four kallikreins) and the PHI (Prostate Health Index) blood tests, have higher specificities. Tissue-based PCa tests are problematic as biopsies are invasive and have limited accuracy due to prostate tumor heterogeneity. Liquid biopsies offer a minimally or non-invasive choice for the patients, while providing a more representative reflection of the spatial heterogeneity in the prostate. In addition to the abovementioned blood-based tests, urine is a promising source of PCa biomarkers, offering a supplementary avenue for early detection and improved tumor classification. Four urine-based PCa tests are either FDA- or CLIA-approved: PCA3 (PROGENSA), ExoDX Prostate Intelliscore, MiPS, and SelectMDx. We will discuss these urine-based, as well as the blood-based, clinical PCa tests in more detail. We also briefly discuss a few promising biofluid marker candidates (DNA methylation, micro-RNAs) which are not in clinical application. As no single assay is perfect, we envision that a combination of biomarkers, together with imaging, will become the preferred practice.
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Affiliation(s)
- Talaibek Borbiev
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD 20817, USA; (T.B.); (I.K.)
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD 20817, USA
| | - Indu Kohaar
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD 20817, USA; (T.B.); (I.K.)
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD 20817, USA
- Division of Cancer Prevention, National Cancer Institute, National Institutes of Health, Rockville, MD 20850, USA
| | - Gyorgy Petrovics
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD 20817, USA; (T.B.); (I.K.)
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD 20817, USA
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19
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Gilyazova I, Ivanova E, Gupta H, Mustafin A, Ishemgulov R, Izmailov A, Gilyazova G, Pudova E, Pavlov V, Khusnutdinova E. miRNA Expression Patterns in Early- and Late-Stage Prostate Cancer Patients: High-Throughput Analysis. Biomedicines 2023; 11:3073. [PMID: 38002073 PMCID: PMC10669269 DOI: 10.3390/biomedicines11113073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 11/09/2023] [Accepted: 11/10/2023] [Indexed: 11/26/2023] Open
Abstract
Prostate cancer (PCa) is one of the most common types of cancer among men. To date, there have been no specific markers identified for the diagnosis and prognosis or response to treatment of this disease. Thus, there is an urgent need for promising markers, which may be fulfilled by small non-coding RNAs known as microRNAs (miRNAs). Therefore, the present study aimed to investigate the miRNA profile in tissue samples obtained from patients with PCa using microarrays, followed by reverse transcriptase quantitative PCRs (RT-qPCRs). In the discovery phase, 754 miRNAs were screened in tissues obtained from patients (n = 46) with PCa in early and late stages. Expression levels of miRNA-324-3p, miRNA-429, miRNA-570, and miRNA-616 were found to be downregulated, and miRNA-423-5p expression was upregulated in patients with early-stage cancer compared to the late-stage ones. These five miRNAs were further validated in an independent cohort of samples (n = 39) collected from patients with PCa using RT-qPCR-based assays. MiRNA-324-3p, miRNA-429, miRNA-570, and miRNA-616 expression levels remained significantly downregulated in early-stage cancer tissues compared to late-stage tissues. Remarkably, for a combination of three miRNAs, PSA levels and Gleason scores were able to discriminate between patients with early-stage PCa and late-stage PCa, with an AUC of 95%, a sensitivity of 86%, and a specificity close to 94%. Thus, the data obtained in this study suggest a possible involvement of the identified miRNAs in the pathogenesis of PCa, and they may also have the potential to be developed into diagnostic and prognostic tools for PCa. However, further studies with a larger cohort are needed.
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Affiliation(s)
- Irina Gilyazova
- Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, Institute of Biochemistry and Genetics, 450054 Ufa, Russia; (E.I.)
- Institute of Urology and Clinical Oncology, Department of Medical Genetics and Fundamental Medicine, Bashkir State Medical University, 450008 Ufa, Russia
| | - Elizaveta Ivanova
- Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, Institute of Biochemistry and Genetics, 450054 Ufa, Russia; (E.I.)
- Biology Department, St. Petersburg State University, 199034 Saint-Petersburg, Russia
| | - Himanshu Gupta
- Department of Biotechnology, Institute of Applied Sciences and Humanities, GLA University, Mathura 281406, India;
| | - Artur Mustafin
- Institute of Urology and Clinical Oncology, Department of Medical Genetics and Fundamental Medicine, Bashkir State Medical University, 450008 Ufa, Russia
| | - Ruslan Ishemgulov
- Institute of Urology and Clinical Oncology, Department of Medical Genetics and Fundamental Medicine, Bashkir State Medical University, 450008 Ufa, Russia
| | - Adel Izmailov
- Institute of Urology and Clinical Oncology, Department of Medical Genetics and Fundamental Medicine, Bashkir State Medical University, 450008 Ufa, Russia
| | - Gulshat Gilyazova
- Institute of Urology and Clinical Oncology, Department of Medical Genetics and Fundamental Medicine, Bashkir State Medical University, 450008 Ufa, Russia
| | - Elena Pudova
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991 Moscow, Russia
| | - Valentin Pavlov
- Institute of Urology and Clinical Oncology, Department of Medical Genetics and Fundamental Medicine, Bashkir State Medical University, 450008 Ufa, Russia
| | - Elza Khusnutdinova
- Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, Institute of Biochemistry and Genetics, 450054 Ufa, Russia; (E.I.)
- Institute of Urology and Clinical Oncology, Department of Medical Genetics and Fundamental Medicine, Bashkir State Medical University, 450008 Ufa, Russia
- Biology Department, St. Petersburg State University, 199034 Saint-Petersburg, Russia
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20
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Gaye O, Fall CB, Jalloh M, Faye B, Jobin M, Cussenot O. Detection of urological cancers by the signature of organic volatile compounds in urine, from dogs to electronic noses. Curr Opin Urol 2023; 33:437-444. [PMID: 37678152 DOI: 10.1097/mou.0000000000001128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
Abstract
PURPOSE OF REVIEW Urine volatile organic compound (VOC) testing for early detection of urological cancers is a minimally invasive and promising method. The objective of this review was to present the results of recently published work on this subject. RECENT FINDINGS Organic volatile compounds are produced through oxidative stress and peroxidation of cell membranes, and they are eliminated through feces, urine, and sweat. Studies looking for VOCs in urine for the diagnosis of urological cancers have mostly focused on bladder and prostate cancers. However, the number of patients included in the studies was small. The electronic nose was the most widely used means of detecting VOCs in urine for the detection of urological cancers. MOS sensors and pattern recognition machine learning were more used for the composition of electronic noses. Early detection of urological cancers by detection of VOCs in urine is a method with encouraging results with sensitivities ranging from 27 to 100% and specificities ranging from 72 to 94%. SUMMARY The olfactory signature of urine from patients with urological cancers is a promising biomarker for the early diagnosis of urological cancers. The electronic nose with its ability to recognize complex odors is an excellent alterative to canine diagnosis and analytical techniques. Nevertheless, additional research improving the technology of Enoses and the methodology of the studies is necessary for its implementation in daily clinical practice.
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Affiliation(s)
- Oumar Gaye
- Urology Department, Dalal Jamm Hospital
- University Cheikh Anta Diop
| | | | - Mohamed Jalloh
- Urology Department, Idrissa Pouye General Hospital, Dakar, Senegal
| | | | - Marc Jobin
- HEPIA, University of Applied Sciences of Western Switzerland (HES-SO), Genève, Switzerland
| | - Olivier Cussenot
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
- CeRePP, Paris, France
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21
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Davoudi F, Moradi A, Becker TM, Lock JG, Abbey B, Fontanarosa D, Haworth A, Clements J, Ecker RC, Batra J. Genomic and Phenotypic Biomarkers for Precision Medicine Guidance in Advanced Prostate Cancer. Curr Treat Options Oncol 2023; 24:1451-1471. [PMID: 37561382 PMCID: PMC10547634 DOI: 10.1007/s11864-023-01121-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/21/2023] [Indexed: 08/11/2023]
Abstract
OPINION STATEMENT Prostate cancer (PCa) is the second most diagnosed malignant neoplasm and is one of the leading causes of cancer-related death in men worldwide. Despite significant advances in screening and treatment of PCa, given the heterogeneity of this disease, optimal personalized therapeutic strategies remain limited. However, emerging predictive and prognostic biomarkers based on individual patient profiles in combination with computer-assisted diagnostics have the potential to guide precision medicine, where patients may benefit from therapeutic approaches optimally suited to their disease. Also, the integration of genotypic and phenotypic diagnostic methods is supporting better informed treatment decisions. Focusing on advanced PCa, this review discusses polygenic risk scores for screening of PCa and common genomic aberrations in androgen receptor (AR), PTEN-PI3K-AKT, and DNA damage response (DDR) pathways, considering clinical implications for diagnosis, prognosis, and treatment prediction. Furthermore, we evaluate liquid biopsy, protein biomarkers such as serum testosterone levels, SLFN11 expression, total alkaline phosphatase (tALP), neutrophil-to-lymphocyte ratio (NLR), tissue biopsy, and advanced imaging tools, summarizing current phenotypic biomarkers and envisaging more effective utilization of diagnostic and prognostic biomarkers in advanced PCa. We conclude that prognostic and treatment predictive biomarker discovery can improve the management of patients, especially in metastatic stages of advanced PCa. This will result in decreased mortality and enhanced quality of life and help design a personalized treatment regimen.
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Affiliation(s)
- Fatemeh Davoudi
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, 4059 Australia
- Department of Medical Genetics, School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Afshin Moradi
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, 4059 Australia
- Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, 4059 Australia
- Translational Research Institute, Queensland University of Technology, Brisbane, 4102 Australia
| | - Therese M. Becker
- Ingham Institute for Applied Medical Research, University of Western Sydney and University of New South Wales, Liverpool, 2170 Australia
| | - John G. Lock
- Ingham Institute for Applied Medical Research, University of Western Sydney and University of New South Wales, Liverpool, 2170 Australia
- School of Biomedical Sciences, Faculty of Medicine and Health, University of New South Wales, Sydney, 2052 Australia
| | - Brian Abbey
- Department of Mathematical and Physical Sciences, School of Computing Engineering and Mathematical Sciences, La Trobe Institute for Molecular Sciences, La Trobe University, Bundoora, VIC Australia
| | - Davide Fontanarosa
- School of Clinical Sciences, Queensland University of Technology, Gardens Point Campus, 2 George St, Brisbane, QLD 4000 Australia
- Centre for Biomedical Technologies (CBT), Queensland University of Technology, Brisbane, QLD 4000 Australia
| | - Annette Haworth
- Institute of Medical Physics, School of Physics, University of Sydney, Camperdown, NSW 2006 Australia
| | - Judith Clements
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, 4059 Australia
- Translational Research Institute, Queensland University of Technology, Brisbane, 4102 Australia
| | - Rupert C. Ecker
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, 4059 Australia
- Translational Research Institute, Queensland University of Technology, Brisbane, 4102 Australia
- TissueGnostics GmbH, EU 1020 Vienna, Austria
| | - Jyotsna Batra
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, 4059 Australia
- Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, 4059 Australia
- Translational Research Institute, Queensland University of Technology, Brisbane, 4102 Australia
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22
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Fairey A, Paproski RJ, Pink D, Sosnowski DL, Vasquez C, Donnelly B, Hyndman E, Aprikian A, Kinnaird A, Beatty PH, Lewis JD. Clinical analysis of EV-Fingerprint to predict grade group 3 and above prostate cancer and avoid prostate biopsy. Cancer Med 2023; 12:15797-15808. [PMID: 37329212 PMCID: PMC10469644 DOI: 10.1002/cam4.6216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 05/10/2023] [Accepted: 05/30/2023] [Indexed: 06/18/2023] Open
Abstract
BACKGROUND There is an unmet clinical need for minimally invasive diagnostic tests to improve the detection of grade group (GG) ≥3 prostate cancer relative to prostate antigen-specific risk calculators. We determined the accuracy of the blood-based extracellular vesicle (EV) biomarker assay (EV Fingerprint test) at the point of a prostate biopsy decision to predict GG ≥3 from GG ≤2 and avoid unnecessary biopsies. METHODS This study analyzed 415 men referred to urology clinics and scheduled for a prostate biopsy, were recruited to the APCaRI 01 prospective cohort study. The EV machine learning analysis platform was used to generate predictive EV models from microflow data. Logistic regression was then used to analyze the combined EV models and patient clinical data and generate the patients' risk score for GG ≥3 prostate cancer. RESULTS The EV-Fingerprint test was evaluated using the area under the curve (AUC) in discrimination of GG ≥3 from GG ≤2 and benign disease on initial biopsy. EV-Fingerprint identified GG ≥3 cancer patients with high accuracy (0.81 AUC) at 95% sensitivity and 97% negative predictive value. Using a 7.85% probability cutoff, 95% of men with GG ≥3 would have been recommended a biopsy while avoiding 144 unnecessary biopsies (35%) and missing four GG ≥3 cancers (5%). Conversely, a 5% cutoff would have avoided 31 unnecessary biopsies (7%), missing no GG ≥3 cancers (0%). CONCLUSIONS EV-Fingerprint accurately predicted GG ≥3 prostate cancer and would have significantly reduced unnecessary prostate biopsies.
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Affiliation(s)
- Adrian Fairey
- Kipnes Urology Centre, Kaye Edmonton ClinicEdmontonAlbertaCanada
- Nanostics Inc.EdmontonAlbertaCanada
| | - Robert J. Paproski
- Nanostics Inc.EdmontonAlbertaCanada
- Department of OncologyKatz Group Centre, University of AlbertaEdmontonAlbertaCanada
| | - Desmond Pink
- Nanostics Inc.EdmontonAlbertaCanada
- Department of OncologyKatz Group Centre, University of AlbertaEdmontonAlbertaCanada
| | - Deborah L. Sosnowski
- Department of OncologyKatz Group Centre, University of AlbertaEdmontonAlbertaCanada
| | - Catalina Vasquez
- Nanostics Inc.EdmontonAlbertaCanada
- Department of OncologyKatz Group Centre, University of AlbertaEdmontonAlbertaCanada
| | - Bryan Donnelly
- Prostate Cancer CentreUniversity of CalgaryCalgaryAlbertaCanada
| | - Eric Hyndman
- Nanostics Inc.EdmontonAlbertaCanada
- Prostate Cancer CentreUniversity of CalgaryCalgaryAlbertaCanada
| | - Armen Aprikian
- Nanostics Inc.EdmontonAlbertaCanada
- Department of SurgeryMcGill University, Montreal General HospitalMontrealQuebecCanada
| | - Adam Kinnaird
- Kipnes Urology Centre, Kaye Edmonton ClinicEdmontonAlbertaCanada
| | - Perrin H. Beatty
- Nanostics Inc.EdmontonAlbertaCanada
- Department of OncologyKatz Group Centre, University of AlbertaEdmontonAlbertaCanada
| | - John D. Lewis
- Nanostics Inc.EdmontonAlbertaCanada
- Department of OncologyKatz Group Centre, University of AlbertaEdmontonAlbertaCanada
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23
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Ferro M, Rocco B, Maggi M, Lucarelli G, Falagario UG, Del Giudice F, Crocetto F, Barone B, La Civita E, Lasorsa F, Brescia A, Catellani M, Busetto GM, Tataru OS, Terracciano D. Beyond blood biomarkers: the role of SelectMDX in clinically significant prostate cancer identification. Expert Rev Mol Diagn 2023; 23:1061-1070. [PMID: 37897252 DOI: 10.1080/14737159.2023.2277366] [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: 07/06/2023] [Accepted: 10/26/2023] [Indexed: 10/30/2023]
Abstract
INTRODUCTION New potential biomarkers to pre-intervention identification of a clinically significant prostate cancer (csPCa) will prevent overdiagnosis and overtreatment and limit quality of life impairment of PCa patients. AREAS COVERED We have developed a comprehensive review focusing our research on the increasing knowledge of the role of SelectMDX® in csPCa detection. Areas identified as clinically relevant are the ability of SelectMDX® to predict csPCa in active surveillance setting, its predictive ability when combined with multiparametric MRI and the role of SelectMDX® in the landscape of urinary biomarkers. EXPERT OPINION Several PCa biomarkers have been developed either alone or in combination with clinical variables to improve csPCa detection. SelectMDX® score includes genomic markers, age, PSA, prostate volume, and digital rectal examination. Several studies have shown consistency in the ability to improve detection of csPCa, avoidance of unnecessary prostate biopsies, helpful in decision-making for clinical benefit of PCa patients with future well designed, and impactful studies.
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Affiliation(s)
- Matteo Ferro
- Department of Urology, IEO - European Institute of Oncology, IRCCS - Istituto di Ricovero e Cura a Carattere Scientifico, via Ripamonti 435, Milan 20141, Italy
| | - Bernardo Rocco
- Unit of Urology, Department of Health Science, University of Milan, ASST Santi Paolo and Carlo, Via A. Di Rudini 8, Milan 20142, Italy
| | - Martina Maggi
- Department of Maternal Infant and Urologic Sciences, Policlinico Umberto I Hospital, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185, Rome, Italy
| | - Giuseppe Lucarelli
- Urology, Andrology and Kidney Transplantation Unit, Department of Emergency and Organ Transplantation, University of Bari, Piazza Umberto I - 70121, Bari, Italy
| | - Ugo Giovanni Falagario
- Department of Urology and Organ Transplantation, University of Foggia, Via A.Gramsci 89/91, 71122 Foggia, Italy
| | - Francesco Del Giudice
- Department of Maternal Infant and Urologic Sciences, Policlinico Umberto I Hospital, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185, Rome, Italy
| | - Felice Crocetto
- Department of Neurosciences and Reproductive Sciences and Odontostomatology, University of Naples Federico II, Via Pansini, 5 - 80131, Naples, Italy
| | - Biagio Barone
- Department of Surgical Sciences, Urology Unit, AORN Sant'Anna e San Sebastiano, Caserta, Via Ferdinando Palasciano, 81100 Caserta , Italy
| | - Evelina La Civita
- Department of Translational Medical Sciences, University of Naples "Federico II", Corso Umberto I 40 - 80138 Naples, Italy
| | - Francesco Lasorsa
- Urology, Andrology and Kidney Transplantation Unit, Department of Emergency and Organ Transplantation, University of Bari, Piazza Umberto I - 70121, Bari, Italy
| | - Antonio Brescia
- Department of Urology, IEO - European Institute of Oncology, IRCCS - Istituto di Ricovero e Cura a Carattere Scientifico, via Ripamonti 435, Milan 20141, Italy
| | - Michele Catellani
- Department of Urology, IEO - European Institute of Oncology, IRCCS - Istituto di Ricovero e Cura a Carattere Scientifico, via Ripamonti 435, Milan 20141, Italy
| | - Gian Maria Busetto
- Department of Urology and Organ Transplantation, University of Foggia, Via A.Gramsci 89/91, 71122 Foggia, Italy
| | - Octavian Sabin Tataru
- Department of Simulation Applied in Medicine, George Emil Palade University of Medicine, Pharmacy, Science and Technology of Târgu Mures, Gh Marinescu 35, 540142 Târgu Mures, Romania
| | - Daniela Terracciano
- Department of Translational Medical Sciences, University of Naples "Federico II", Corso Umberto I 40 - 80138 Naples, Italy
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24
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Xie S, Fei X, Wang J, Zhu Y, Liu J, Du X, Liu X, Dong L, Zhu Y, Pan J, Dong B, Sha J, Luo Y, Sun W, Xue W. Engineering the MoS 2 /MXene Heterostructure for Precise and Noninvasive Diagnosis of Prostate Cancer with Clinical Specimens. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2206494. [PMID: 36988431 PMCID: PMC10214233 DOI: 10.1002/advs.202206494] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 02/26/2023] [Indexed: 05/27/2023]
Abstract
High-throughput metabolic fingerprinting has been deemed one of the most promising strategies for addressing the high false positive rate of prostate cancer (PCa) diagnosis in the prostate-specific antigen (PSA) gray zone. However, the current metabolic fingerprinting remains challenging in achieving high-precision metabolite detection in complex biological samples (e.g., serum and urine). Herein, a novel self-assembly MoS2 /MXene heterostructure nanocomposite with a tailored doping ratio of 10% is presented as a matrix for laser desorption ionization mass spectrometry analysis in clinical biosamples. Notably, owing to the two-dimensional architecture and doping effect, MoS2 /MXene demonstrates favorable laser desorption ionization performance with low adsorption energy, which is evidenced by efficient urinary metabolic fingerprinting with an enhanced area under curve (AUC) diagnosis capability of 0.959 relative to that of serum metabolic fingerprinting (AUC = 0.902) for the diagnosis of PCa in the PSA gray zone. Thus, this MoS2 /MXene heterostructure is anticipated to offer a novel strategy to precisely and noninvasively diagnose PCa in the PSA gray zone.
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Affiliation(s)
- Shaowei Xie
- Department of UrologyRenji HospitalShanghai Jiao Tong University School of MedicineShanghai200127China
- Department of UltrasoundRenji HospitalShanghai Jiao Tong University School of MedicineShanghai200127China
| | - Xiaochen Fei
- Department of UrologyRenji HospitalShanghai Jiao Tong University School of MedicineShanghai200127China
| | - Jiayi Wang
- Department of UrologyRenji HospitalShanghai Jiao Tong University School of MedicineShanghai200127China
| | - Yi‐Cheng Zhu
- Central LaboratoryDepartment of UltrasoundPudong New Area People's HospitalShanghai201200China
| | - Jiazhou Liu
- Department of UrologyRenji HospitalShanghai Jiao Tong University School of MedicineShanghai200127China
| | - Xinxing Du
- Department of UrologyRenji HospitalShanghai Jiao Tong University School of MedicineShanghai200127China
| | - Xuesong Liu
- Department of UltrasoundRenji HospitalShanghai Jiao Tong University School of MedicineShanghai200127China
| | - Liang Dong
- Department of UrologyRenji HospitalShanghai Jiao Tong University School of MedicineShanghai200127China
| | - Yinjie Zhu
- Department of UrologyRenji HospitalShanghai Jiao Tong University School of MedicineShanghai200127China
| | - Jiahua Pan
- Department of UrologyRenji HospitalShanghai Jiao Tong University School of MedicineShanghai200127China
| | - Baijun Dong
- Department of UrologyRenji HospitalShanghai Jiao Tong University School of MedicineShanghai200127China
| | - Jianjun Sha
- Department of UrologyRenji HospitalShanghai Jiao Tong University School of MedicineShanghai200127China
| | - Yu Luo
- Shanghai Engineering Research Center of Pharmaceutical Intelligent EquipmentShanghai Frontiers Science Research Center for Druggability of Cardiovascular Non‐coding RNAInstitute for Frontier Medical TechnologySchool of Chemistry and Chemical EngineeringShanghai University of Engineering ScienceShanghai201620China
| | - Wenshe Sun
- Cancer Institute, The Affiliated Hospital of Qingdao UniversityQingdao266071China
| | - Wei Xue
- Department of UrologyRenji HospitalShanghai Jiao Tong University School of MedicineShanghai200127China
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25
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Wei C, Chen X, Ji J, Xu Y, He X, Zhang H, Mo Z, Wang F. Urinary exosomal prostate-specific antigen is a noninvasive biomarker to detect prostate cancer: Not only old wine in new bottles. Int J Cancer 2023; 152:1719-1727. [PMID: 36454163 DOI: 10.1002/ijc.34388] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 10/30/2022] [Accepted: 11/16/2022] [Indexed: 12/02/2022]
Abstract
The study aimed at evaluating the performance of urinary exosomal prostate-specific antigen (UE-PSA) to predict the results of initial prostate biopsies and discriminate clinically significant prostate cancer (Gleason score ≥ 7, csPCa) from nonsignificant PCa (Gleason score < 7, nsPCa) plus benign patients. Two hundred seventy-two consecutive participants were admitted who underwent a prostate biopsy. The UE-PSA expression was detected by enzyme-linked immunosorbent assay (ELISA). The predictive power and clinical value of UE-PSA was assessed by receiver operating characteristic (ROC), decision curve analysis (DCA) and waterfall plots. UE-PSA was upregulated in PCa compared to benign patients (P < .001) and csPCa compared to nsPCa plus benign patients (P < .001). UE-PSA achieved an AUC of 0.953 (0.905-0.989) in distinguishing PCa from benign patients and an AUC of 0.879 (0.808-0.941) in predicting csPCa from nsPCa plus benign patients. These results were validated in an additional multicenter cohort. In addition, DCA showed that UE-PSA achieved the highest net benefit at almost any threshold probability compared to tPSA and %fPSA. As the waterfall plot showed, the UE-PSA assay could avoid 57.6% (155 cases) and 34.6% (93 cases) unnecessary biopsies while only missing 2.6% (7 cases) and 1.5% (4 cases) of the cases of csPCa at the cutoff value of 90% and 95% sensitivity, respectively. We validated that UE-PSA presented great diagnostic power and clinical utility to diagnose PCa and csPCa. UE-PSA could be a promising noninvasive biomarker to improve PCa detection.
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Affiliation(s)
- Chunmeng Wei
- Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China.,Department of Urology, Institute of Urology and Nephrology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China.,School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Xi Chen
- Department of Urology, No. 971 Hospital of the People's Liberation Army Navy, Qingdao, China.,Department of Urology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai, China
| | - Jin Ji
- Department of Urology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai, China
| | - Yalong Xu
- Department of Urology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai, China
| | - Xing He
- Department of Urology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai, China
| | - Huiyong Zhang
- Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China.,Department of Urology, Institute of Urology and Nephrology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Zengnan Mo
- Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China.,Department of Urology, Institute of Urology and Nephrology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Fubo Wang
- Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China.,Department of Urology, Institute of Urology and Nephrology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
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Li Z, Huang Y, Patil D, Rubin M, Sanda MG. Covariate-specific evaluation of continuous biomarker. Stat Med 2023; 42:953-969. [PMID: 36600184 PMCID: PMC10071998 DOI: 10.1002/sim.9652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 10/14/2022] [Accepted: 12/28/2022] [Indexed: 01/06/2023]
Abstract
Diagnostic tests usually need to operate at a high sensitivity or specificity level in practice. Accordingly, specificity at the controlled sensitivity, or vice versa, is a clinically sensible performance metric for evaluating continuous biomarkers. Meanwhile, the performance of a biomarker may vary across sub-populations as defined by covariates, and covariate-specific evaluation can be informative. In this article, we develop a novel modeling and estimation method for covariate-specific specificity at a controlled sensitivity level. Unlike existing methods which typically adopt elaborate models of covariate effects over the entire biomarker distribution, our approach models covariate effects locally at a specific sensitivity level of interest. We also extend our proposed model to handle the whole continuum of sensitivities via dynamic regression and derive covariate-specific ROC curves. We provide the variance estimation through bootstrapping. The asymptotic properties are established. We conduct extensive simulation studies to evaluate the performance of our proposed methods in comparison with existing methods, and further illustrate the applications in two clinical studies for aggressive prostate cancer.
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Affiliation(s)
- Ziyi Li
- Department of Biostatistics, The University of Texas at MD Anderson Cancer Center, Houston, Texas, USA
| | - Yijian Huang
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, Georgia, USA
| | | | - Mark Rubin
- Department for BioMedical Research, Bern Center for Precision Medicine, University of Bern, Bern, Switzerland
| | - Martin G Sanda
- Department of Urology, Emory University, Atlanta, Georgia, USA
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Li Z, Huang Y, Patil D, Sanda MG. Covariate adjustment in continuous biomarker assessment. Biometrics 2023; 79:39-48. [PMID: 34811731 DOI: 10.1111/biom.13601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 06/17/2021] [Accepted: 10/29/2021] [Indexed: 11/29/2022]
Abstract
Continuous biomarkers are common for disease screening and diagnosis. To reach a dichotomous clinical decision, a threshold would be imposed to distinguish subjects with disease from nondiseased individuals. Among various performance metrics, specificity at a controlled sensitivity level (or vice versa) is often desirable because it directly targets the clinical utility of the intended clinical test. Meanwhile, covariates, such as age, race, as well as sample collection conditions, could impact the biomarker distribution and may also confound the association between biomarker and disease status. Therefore, covariate adjustment is important in such biomarker evaluation. Most existing covariate adjustment methods do not specifically target the desired sensitivity/specificity level, but rather do so for the entire biomarker distribution. As such, they might be more prone to model misspecification. In this paper, we suggest a parsimonious quantile regression model for the diseased population, only locally at the controlled sensitivity level, and assess specificity with covariate-specific control of the sensitivity. Variance estimates are obtained from a sample-based approach and bootstrap. Furthermore, our proposed local model extends readily to a global one for covariate adjustment for the receiver operating characteristic (ROC) curve over the sensitivity continuum. We demonstrate computational efficiency of this proposed method and restore the inherent monotonicity in the estimated covariate-adjusted ROC curve. The asymptotic properties of the proposed estimators are established. Simulation studies show favorable performance of the proposal. Finally, we illustrate our method in biomarker evaluation for aggressive prostate cancer.
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Affiliation(s)
- Ziyi Li
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Yijian Huang
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, Georgia, USA
| | | | - Martin G Sanda
- Department of Urology, Emory University, Atlanta, Georgia, USA
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Höti N, Lih TS, Dong M, Zhang Z, Mangold L, Partin AW, Sokoll LJ, Kay Li Q, Zhang H. Urinary PSA and Serum PSA for Aggressive Prostate Cancer Detection. Cancers (Basel) 2023; 15:cancers15030960. [PMID: 36765916 PMCID: PMC9913326 DOI: 10.3390/cancers15030960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 12/05/2022] [Accepted: 12/06/2022] [Indexed: 02/05/2023] Open
Abstract
Serum PSA, together with digital rectal examination and imaging of the prostate gland, have remained the gold standard in urological practices for the management of and intervention for prostate cancer. Based on these adopted practices, the limitations of serum PSA in identifying aggressive prostate cancer has led us to evaluate whether urinary PSA levels might have any clinical utility in prostate cancer diagnosis. Utilizing the Access Hybritech PSA assay, we evaluated a total of n = 437 urine specimens from post-DRE prostate cancer patients. In our initial cohort, PSA tests from a total of one hundred and forty-six (n = 146) urine specimens were obtained from patients with aggressive (Gleason Score ≥ 8, n = 76) and non-aggressive (Gleason Score = 6, n = 70) prostate cancer. A second cohort, with a larger set of n = 291 urine samples from patients with aggressive (GS ≥ 7, n = 168) and non-aggressive (GS = 6, n = 123) prostate cancer, was also utilized in our study. Our data demonstrated that patients with aggressive disease had lower levels of urinary PSA compared to the non-aggressive patients, while the serum PSA levels were higher in patients with aggressive prostate disease. The discordance between serum and urine PSA levels was further validated by immuno-histochemistry (IHC) assay in biopsied tumors and in metastatic lesions (n = 62). Our data demonstrated that aggressive prostate cancer was negatively correlated with the PSA in prostate cancer tissues, and, unlike serum PSA, urinary PSA might serve a better surrogate for capitulating tissue milieus to detect aggressive prostate cancer. We further explored the utility of urine PSA as a cancer biomarker, either alone and in combination with serum PSA, and their ratio (serum to urine PSA) to predict disease status. Comparing the AUCs for the urine and serum PSA alone, we found that urinary PSA had a higher predictive power (AUC= 0.732) in detecting aggressive disease. Furthermore, combining the ratios between serum to urine PSA with urine and serum assay enhanced the performance (AUC = 0.811) in predicting aggressive prostate disease. These studies support the role of urinary PSA in combination with serum for detecting aggressive prostate cancer.
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Affiliation(s)
- Naseruddin Höti
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Pathology, University of Maryland Medical Center, Baltimore, MD 21201, USA
| | - Tung-Shing Lih
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Mingming Dong
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Zhen Zhang
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Leslie Mangold
- Department of Urology, The Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Alan W. Partin
- Department of Urology, The Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Lori J. Sokoll
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
- Department of Urology, The Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Qing Kay Li
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Hui Zhang
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
- Department of Urology, The Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Correspondence: ; Tel.: +410-502-8149; Fax: +443-287-6388
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Koukourikis P, Papaioannou M, Papanikolaou D, Apostolidis A. Urine Biomarkers in the Management of Adult Neurogenic Lower Urinary Tract Dysfunction: A Systematic Review. Diagnostics (Basel) 2023; 13:diagnostics13030468. [PMID: 36766573 PMCID: PMC9914312 DOI: 10.3390/diagnostics13030468] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 01/20/2023] [Accepted: 01/24/2023] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND Neurogenic lower urinary tract dysfunction requires lifelong surveillance and management for the perseveration of patients' quality of life and the prevention of significant morbidity and mortality. Urine biomarkers are an attractive noninvasive method of surveillance for these patients. The aim of this systematic review is to search for and critically appraise studies that investigate the clinical usefulness of urine biomarkers in the management of neurogenic lower urinary tract dysfunction (NLUTD) in adults. METHODS This review was conducted according to PRISMA and MOOSE guidelines. Search strategy included PubMed, CENTRAL, and Scopus (until October 2022). Studies investigating potential urine biomarkers for the management of adults with NLUTD were included. RESULTS Fifteen studies fulfilled the criteria. To date, a variety of different urine molecules have been investigated for the diagnosis and management of neurogenic overactive bladder and detrusor overactivity (nerve growth factor, brain-derived neurotrophic factor, prostaglandin E2, prostaglandin F2α, transformation growth factor β-1, tissue inhibitor metalloproteinase-2, matrix metalloproteinase-2, substance P, microRNA), diagnosis of vesicoureteral reflux (exosomal vitronectin), urinary tract infection (neutrophil gelatinase-associated lipocalin, interleukin 6) and bladder cancer screening (cytology, BTA stat, survivin) in neurological patients. CONCLUSION Further studies are needed to specify the utility of each molecule in the management algorithm of adult NLUTD.
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Affiliation(s)
- Periklis Koukourikis
- 2nd Department of Urology, Aristotle University of Thessaloniki, General Hospital ‘Papageorgiou’, Thessaloniki 56429, Greece
| | - Maria Papaioannou
- Department of Biological Chemistry, Medical School, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece
| | - Dimitrios Papanikolaou
- 2nd Department of Urology, Aristotle University of Thessaloniki, General Hospital ‘Papageorgiou’, Thessaloniki 56429, Greece
| | - Apostolos Apostolidis
- 2nd Department of Urology, Aristotle University of Thessaloniki, General Hospital ‘Papageorgiou’, Thessaloniki 56429, Greece
- Correspondence: ; Tel.: +30-2310-991-476; Fax: +30-2310-681-022
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Huang Y, Parakati I, Patil DH, Sanda MG. Interval estimation for operating characteristic of continuous biomarkers with controlled sensitivity or specificity. Stat Sin 2023; 33:193-214. [PMID: 37193541 PMCID: PMC10181819 DOI: 10.5705/ss.202021.0020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The receiver operating characteristic (ROC) curve provides a comprehensive performance assessment of a continuous biomarker over the full threshold spectrum. Nevertheless, a medical test often dictates to operate at a certain high level of sensitivity or specificity. A diagnostic accuracy metric directly targeting the clinical utility is specificity at the controlled sensitivity level, or vice versa. While the empirical point estimation is readily adopted in practice, the nonparametric interval estimation is challenged by the fact that the variance involves density functions due to estimated threshold. In addition, even with a fixed threshold, many standard confidence intervals including the Wald interval for binomial proportion could have erratic behaviors. In this article, we are motivated by the superior performance of the score interval for binomial proportion and propose a novel extension for the biomarker problem. Meanwhile, we develop exact bootstrap and establish consistency of the bootstrap variance estimator. Both single-biomarker evaluation and two-biomarker comparison are investigated. Extensive simulation studies were conducted, demonstrating competitive performance of our proposals. An illustration with aggressive prostate cancer diagnosis is provided.
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Affiliation(s)
- Yijian Huang
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA
| | - Isaac Parakati
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL 60611, USA
| | - Dattatraya H. Patil
- Department of Urology, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Martin G. Sanda
- Department of Urology, School of Medicine, Emory University, Atlanta, GA 30322, USA
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Koo B, Kim Y, Jang YO, Liu H, Kim MG, Lee HJ, Woo MK, Kim C, Shin Y. A novel platform using homobifunctional hydrazide for enrichment and isolation of urinary circulating RNAs. Bioeng Transl Med 2023; 8:e10348. [PMID: 36684108 PMCID: PMC9842063 DOI: 10.1002/btm2.10348] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 04/22/2022] [Accepted: 05/06/2022] [Indexed: 01/25/2023] Open
Abstract
Changes in specific circulating RNA (circRNA) expressions can serve as diagnostic noninvasive biomarkers for prostate cancer (PCa). However, there are still unmet needs, such as unclear types and roles of circRNAs, PCa detection in benign prostatic hyperplasia (BPH) by unstandardized methods, and limitations of sample volume capacity and low circRNA concentrations. This study reports a simple and rapid circRNA enrichment and isolation technique named "HAZIS-CirR" for the analysis of urinary circRNAs. The method utilizes homobifunctional hydrazides with amine-modified zeolite and polyvinylidene fluoride (PVDF) syringe filtration for combining electrostatic and covalent coupling and size-based filtration, and it offers instrument-free isolation of circRNAs in 20 min without volume limitation, thermoregulation, and lysis. HAZIS-CirR has high capture efficiency (82.03%-92.38%) and a 10-fold more sensitive detection limit (20 fM) than before enrichment (200 fM). The clinical utility of HAZIS-CirR is confirmed by analyzing circulating mRNAs and circulating miRNAs in 89 urine samples. Furthermore, three miRNA panels that differentiate PCa from BPH and control, PCa from control, and BPH from control, respectively, are established by comparing miRNA levels. HAZIS-CirR will be used as an optimal and established method for the enrichment and isolation of circRNAs as diagnostic, prognostic, and predictive biomarkers in human cancers.
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Affiliation(s)
- Bonhan Koo
- Department of Biotechnology, College of Life Science and BiotechnologyYonsei UniversitySeodaemun‐gu, SeoulRepublic of Korea
| | - Yunlim Kim
- Department of Urology, Asan Medical CenterUniversity of Ulsan College of MedicineSongpa‐gu, SeoulRepublic of Korea
| | - Yoon Ok Jang
- Department of Biotechnology, College of Life Science and BiotechnologyYonsei UniversitySeodaemun‐gu, SeoulRepublic of Korea
| | - Huifang Liu
- Department of Biotechnology, College of Life Science and BiotechnologyYonsei UniversitySeodaemun‐gu, SeoulRepublic of Korea
| | - Myoung Gyu Kim
- Department of Biotechnology, College of Life Science and BiotechnologyYonsei UniversitySeodaemun‐gu, SeoulRepublic of Korea
| | - Hyo Joo Lee
- Department of Biotechnology, College of Life Science and BiotechnologyYonsei UniversitySeodaemun‐gu, SeoulRepublic of Korea
| | - Myung Kyun Woo
- Department of Biomedical EngineeringSchool of Electrical Engineering, University of UlsanNam‐gu, UlsanRepublic of Korea
| | - Choung‐Soo Kim
- Department of Urology, Asan Medical CenterUniversity of Ulsan College of MedicineSongpa‐gu, SeoulRepublic of Korea
- Department of UrologyEwha Womans University Mokdong HospitalYangcheon‐gu, SeoulRepublic of Korea
| | - Yong Shin
- Department of Biotechnology, College of Life Science and BiotechnologyYonsei UniversitySeodaemun‐gu, SeoulRepublic of Korea
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del Pino-Sedeño T, Infante-Ventura D, de Armas Castellano A, de Pablos-Rodríguez P, Rueda-Domínguez A, Serrano-Aguilar P, Trujillo-Martín MM. Molecular Biomarkers for the Detection of Clinically Significant Prostate Cancer: A Systematic Review and Meta-analysis. EUR UROL SUPPL 2022; 46:105-127. [PMID: 36388432 PMCID: PMC9664479 DOI: 10.1016/j.euros.2022.10.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/18/2022] [Indexed: 11/11/2022] Open
Abstract
Context Prostate cancer (PCa) is the second most common type of cancer in men. Individualized risk stratification is crucial to adjust decision-making. A variety of molecular biomarkers have been developed in order to identify patients at risk of clinically significant PCa (csPCa) defined by the most common PCa risk stratification systems. Objective The present study aims to examine the effectiveness (diagnostic accuracy) of blood or urine-based PCa biomarkers to identify patients at high risk of csPCa. Evidence acquisition A systematic review of the literature was conducted. Medline and EMBASE were searched from inception to March 2021. Randomized or nonrandomized clinical trials, and cohort and case-control studies were eligible for inclusion. Risk of bias was assessed using the Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2) tool. Pooled estimates of sensitivity, specificity, and area under the curve were obtained. Evidence synthesis Sixty-five studies (N = 34 287) were included. Not all studies included prostate-specific antigen-selected patients. The pooled data showed that the Prostate Health Index (PHI), with any cutoff point between 15 and 30, had sensitivity of 0.95-1.00 and specificity of 0.14-0.33 for csPCa detection. The pooled estimates for SelectMDx test sensitivity and specificity were 0.84 and 0.49, respectively. Conclusions The PHI test has a high diagnostic accuracy rate for csPCa detection, and its incorporation in the diagnostic process could reduce unnecessary biopsies. However, there is a lack of evidence on patient-important outcomes and thus more research is needed. Patient summary It has been possible to verify that the application of biomarkers could help detect prostate cancer (PCa) patients with a higher risk of poorer evolution. The Prostate Health Index shows an ability to identify 95-100 for every 100 patients suffering from clinically significant PCa who take the test, preventing unnecessary biopsies in 14-33% of men without PCa or insignificant PCa.
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Affiliation(s)
- Tasmania del Pino-Sedeño
- Canary Islands Health Research Institute Foundation (FIISC), Tenerife, Spain
- The Spanish Network of Agencies for Health Technology Assessment and Services of the National Health System (RedETS), Madrid, Spain
- European University of the Canary Islands (UEC), Santa Cruz de Tenerife, Spain
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Tenerife, Spain
| | - Diego Infante-Ventura
- Canary Islands Health Research Institute Foundation (FIISC), Tenerife, Spain
- The Spanish Network of Agencies for Health Technology Assessment and Services of the National Health System (RedETS), Madrid, Spain
| | - Aythami de Armas Castellano
- Canary Islands Health Research Institute Foundation (FIISC), Tenerife, Spain
- The Spanish Network of Agencies for Health Technology Assessment and Services of the National Health System (RedETS), Madrid, Spain
| | - Pedro de Pablos-Rodríguez
- Department of Urology, Valencian Institute of Oncology Foundation, Valencia, Spain
- Doctoral School of University of Las Palmas de Gran Canaria, Las Palmas, Spain
- Research Institute of Biochemical and Health Sciences, Barcelona, Spain
| | - Antonio Rueda-Domínguez
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Málaga, Spain
- Research Network on Health Services in Chronic Diseases (REDISSEC), Madrid, Spain
| | - Pedro Serrano-Aguilar
- The Spanish Network of Agencies for Health Technology Assessment and Services of the National Health System (RedETS), Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Tenerife, Spain
- Research Network on Health Services in Chronic Diseases (REDISSEC), Madrid, Spain
- Institute of Biomedical Technologies (ITB). University of La Laguna, Tenerife, Spain
- Evaluation Unit (SESCS), Canary Islands Health Service (SCS), Tenerife, Spain
| | - María M. Trujillo-Martín
- Canary Islands Health Research Institute Foundation (FIISC), Tenerife, Spain
- The Spanish Network of Agencies for Health Technology Assessment and Services of the National Health System (RedETS), Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Tenerife, Spain
- Research Network on Health Services in Chronic Diseases (REDISSEC), Madrid, Spain
- Institute of Biomedical Technologies (ITB). University of La Laguna, Tenerife, Spain
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Wang L, He W, Shi G, Zhao G, Cen Z, Xu F, Tian W, Zhao X, Mo C. Accuracy of novel urinary biomarker tests in the diagnosis of prostate cancer: A systematic review and network meta-analysis. Front Oncol 2022; 12:1048876. [PMID: 36457516 PMCID: PMC9706202 DOI: 10.3389/fonc.2022.1048876] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 10/26/2022] [Indexed: 11/16/2022] Open
Abstract
ObjectiveThe purpose of this study was to conduct a network meta-analysis comparing the diagnostic value of different urinary markers for prostate cancer.MethodsAs of June 2022, the literature was retrieved by searching Pubmed, EMBASE, Web of Science databases and other databases. The methodological quality of included studies was assessed using the Cochrane Collaboration’s risk of bias tool, and publication bias was assessed using funnel plots. The surface under the cumulative ranking curve (SUCRA) values was used to determine the most effective diagnostic method and the data were analyzed accordingly using data analysis software.ResultsA total of 16 articles was included including 9952 patients. The ranking results of network meta-analysis showed that the diagnostic performance of the four urine markers Selectmdx, MIPS, PCA3 and EPI was better than that of PSA. Among them, the specificity, positive predictive value and diagnostic accuracy of Selectmdx ranked first in the SUCRA ranking (SUCRA values: 85.2%, 88.3%, 97.1%), and the sensitivity ranked second in the SUCRA ranking (SUCRA value: 54.4%), and the negative predictive value ranked fourth in SUCRA (SUCRA value: 51.6%). The most sensitive screening tool was MIPS (SUCRA value: 67.1%), and it was also the second screening tool ranked higher in specificity, positive predictive value, negative predictive value and diagnostic accuracy (SUCRA value: 56.5%, respectively)., 57.1%, 67.9%, 74.3%). The high negative predictive value SUCRA ranking is EPI (SUCRA value: 68.0%), its sensitivity ranks third (SUCRA value: 45.6%), and its specificity, positive predictive value and diagnostic accuracy are ranked fourth (SUCRA values are: 45%, 38.2%, 35.8%).ConclusionAccording to the network ranking diagram, we finally concluded that Selectmdx and MIPS can be used as the most suitable urine markers for prostate cancer screening and diagnosis. To further explore the diagnostic value of different urinary markers in the screening of PCa patients.Systematic Review Registrationhttps://inplasy.com/, identifier INPLASY202290094.
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Affiliation(s)
- Leibo Wang
- Surgery, Guizhou Orthopaedic Hospital, Guiyang, Guizhou, China
- *Correspondence: Leibo Wang, ; Guanyu Shi,
| | - Wei He
- Surgery, Guizhou Orthopaedic Hospital, Guiyang, Guizhou, China
| | - Guanyu Shi
- Department of Urology, Fenggang County People’s Hospital, Zunyi, Guizhou, China
- *Correspondence: Leibo Wang, ; Guanyu Shi,
| | - Guoqiang Zhao
- Surgery, Guizhou Orthopaedic Hospital, Guiyang, Guizhou, China
| | - Zhuangding Cen
- Surgery, Guizhou Orthopaedic Hospital, Guiyang, Guizhou, China
| | - Feng Xu
- Surgery, Guizhou Orthopaedic Hospital, Guiyang, Guizhou, China
| | - Wu Tian
- Surgery, Guizhou Orthopaedic Hospital, Guiyang, Guizhou, China
| | - Xin Zhao
- Surgery, Guizhou Orthopaedic Hospital, Guiyang, Guizhou, China
| | - Chishou Mo
- Surgery, Guizhou Orthopaedic Hospital, Guiyang, Guizhou, China
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Bennett A, Beck A, Shaver N, Grad R, LeBlanc A, Limburg H, Gray C, Abou-Setta A, Klarenbach S, Persaud N, Thériault G, Thombs BD, Todd KJ, Bell N, Dahm P, Loblaw A, Del Giudice L, Yao X, Skidmore B, Rolland-Harris E, Brouwers M, Little J, Moher D. Screening for prostate cancer: protocol for updating multiple systematic reviews to inform a Canadian Task Force on Preventive Health Care guideline update. Syst Rev 2022; 11:230. [PMID: 36289518 PMCID: PMC9609189 DOI: 10.1186/s13643-022-02099-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 10/10/2022] [Indexed: 11/25/2022] Open
Abstract
PURPOSE To inform updated recommendations by the Canadian Task Force on Preventive Health Care on screening for prostate cancer in adults aged 18 years and older in primary care. This protocol outlines the planned scope and methods for a series of systematic reviews. METHODS Updates of two systematic reviews and a de novo review will be conducted to synthesize the evidence on the benefits and harms of screening for prostate cancer with a prostate-specific antigen (PSA) and/or digital rectal examination (DRE) (with or without additional information) and patient values and preferences. Outcomes for the benefits of screening include reduced prostate cancer mortality, all-cause mortality, and incidence of metastatic prostate cancer. Outcomes for the harms of screening include false-positive screening tests, overdiagnosis, complications due to biopsy, and complications of treatment including incontinence (urinary or bowel), and erectile dysfunction. The quality of life or functioning (overall and disease-specific) and psychological effects outcomes are considered as a possible benefit or harm. Outcomes for the values and preferences review include quantitative or qualitative information regarding the choice to screen or intention to undergo screening. For the reviews on benefits or harms, we will search for randomized controlled trials, quasi-randomized, and controlled studies in MEDLINE, Embase, and the Cochrane Central Register of Controlled Trials. For the review on values and preferences, we will search for experimental or observational studies in MEDLINE, Embase, and PsycInfo. For all reviews, we will also search websites of relevant organizations, gray literature, and reference lists of included studies. Title and abstract screening, full-text review, data extraction, and risk of bias assessments will be completed independently by pairs of reviewers with any disagreements resolved by consensus or by consulting with a third reviewer. The GRADE (Grading of Recommendations Assessment, Development and Evaluation) approach will be used to assess the certainty of the evidence for each outcome. DISCUSSION The series of systematic reviews will be used by the Canadian Task Force on Preventive Health Care to update their 2014 guideline on screening for prostate cancer in adults aged 18 years and older. Systematic review registration This review has been registered with PROSPERO (CRD42022314407) and is available on the Open Science Framework (osf.io/dm32k).
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Affiliation(s)
- Alexandria Bennett
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario Canada
| | - Andrew Beck
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario Canada
| | - Nicole Shaver
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario Canada
| | - Roland Grad
- Department of Family Medicine, McGill University, Montreal, Quebec Canada
| | - Allana LeBlanc
- Global Health and Guidelines Division, Public Health Agency of Canada, Ottawa, Canada
| | - Heather Limburg
- Global Health and Guidelines Division, Public Health Agency of Canada, Ottawa, Canada
| | - Casey Gray
- Global Health and Guidelines Division, Public Health Agency of Canada, Ottawa, Canada
| | - Ahmed Abou-Setta
- Department of Community Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba Canada
| | - Scott Klarenbach
- Department of Medicine and Dentistry, University of Alberta, Edmonton, Alberta Canada
| | - Navindra Persaud
- Department of Family and Community Medicine, St. Michael’s Hospital, Toronto, Ontario Canada
| | - Guylène Thériault
- Department of Family Medicine, McGill University, Montreal, Quebec Canada
| | - Brett D. Thombs
- Lady Davis Institute of the Jewish General Hospital and Faculty of Medicine, McGill University, Montreal, Quebec Canada
| | - Keith J. Todd
- Department of Family Medicine, McGill University, Montreal, Quebec Canada
| | - Neil Bell
- Department of Family Medicine, University of Alberta, Edmonton, Alberta Canada
| | - Philipp Dahm
- Urology Section, Minneapolis VA Healthcare System and Department of Urology, University of Minnesota, Minneapolis, Minnesota USA
| | - Andrew Loblaw
- Evaluative Clinical Sciences, Odette Cancer Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario Canada
| | - Lisa Del Giudice
- Department of Family and Community Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario Canada
| | - Xiaomei Yao
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario Canada
| | - Becky Skidmore
- Independent Information Specialist, Ottawa, Ontario Canada
| | | | - Melissa Brouwers
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario Canada
| | - Julian Little
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario Canada
| | - David Moher
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario Canada
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Lazzeri M, Fasulo V, Lughezzani G, Benetti A, Soldà G, Asselta R, De Simone I, Paciotti M, Avolio PP, Contieri R, Saitta C, Saita A, Hurle R, Guazzoni G, Buffi NM, Casale P. Prospective evaluation of the role of imaging techniques and TMPRSS2:ERG mutation for the diagnosis of clinically significant prostate cancer. Front Oncol 2022; 12:968384. [PMID: 36147926 PMCID: PMC9487838 DOI: 10.3389/fonc.2022.968384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 08/12/2022] [Indexed: 11/13/2022] Open
Abstract
Objectives To test the hypothesis of a relationship between a specific genetic lesion (T2:ERG) and imaging scores, such as PI-RADS and PRI-MUS, and to test the effectiveness of these parameters for the diagnosis of prostate cancer (PCa) and clinically significant PCa (csPCa). Materials and methods This is a prospective study of men with suspected PCa enrolled between 2016 and 2019 at a high-volume tertiary hospital. Patients underwent systematic US-guided biopsy, plus targeted biopsy if they were presenting with >=1 suspicious lesion (PI-RADS>2) at mpMRI or PR-IMUS >2 at micro-ultrasound assessment. For each patient, one core from the highest PI-RADS or PRI-MUS lesion was collected for T2:ERG analysis. Multivariable logistic regression models (LRMs) were fitted for csPCa with a clinical model (age, total PSA, previous biopsy, family history for PCa), a clinical plus PI-RADS, clinical plus T2:ERG, clinical plus PI-RADS plus T2:ERG, and T2:ERG plus PI-RADS alone. Results The cohort consists of 158 patients: 83.5% and 66.2% had respectively a diagnosis of PCa and csPCa after biopsy. A T2:ERG fusion was found in 37 men and 97.3% of these patients harbored PCa, while 81.1% were diagnosed with csPCa. SE of T2:ERG assay for csPCa was 28.8%, SP 87.0%, NPV 38.8%, and PPV 81.1%. Of 105 patients who performed mpMRI 93.% had PIRADS ≥3. SE of mpMRI for csPCa was 98.5%, SP was 12.8%, NPV was 83.3%, and PPV was 65.7%. Among 67 patients who were subjected to micro-US, 90% had a PRI-MUS ≥3. SE of micro-US for csPCa was 89.1%, SP was 9.52%, NPV was 28.6%, and PPV was 68.3%. At univariable LRM T2:ERG was confirmed as independent of mpMRI and micro-US result (OR 1.49, p=0.133 and OR 1.82, p=0.592, respectively). At multivariable LRM the clinical model alone had an AUC for csPCa of 0.74 while the clinical model including PI-RADS and T2:ERG achieved an AUC of 0.83. Conclusions T2:ERG translocation and imaging results are independent of each other, but both are related csPCa. To evaluate the best diagnostic work-up for PCa and csPCa detection, all available tools (T2:ERG detection and imaging techniques) should be employed together as they appear to have a complementary role.
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Affiliation(s)
- Massimo Lazzeri
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
| | - Vittorio Fasulo
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Giovanni Lughezzani
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- *Correspondence: Giovanni Lughezzani,
| | - Alessio Benetti
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
| | - Giulia Soldà
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Rosanna Asselta
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Ilaria De Simone
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Marco Paciotti
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Pier Paolo Avolio
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Roberto Contieri
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Cesare Saitta
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Alberto Saita
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
| | - Rodolfo Hurle
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
| | - Giorgio Guazzoni
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Nicolò Maria Buffi
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Paolo Casale
- Department of Urology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
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Liu AJ, Kosiorek HE, Ueberroth BE, Jaeger E, Ledet E, Kendi AT, Tzou K, Quevedo F, Choo R, Moore CN, Ho TH, Singh P, Keole SR, Wong WW, Sartor O, Bryce AH. The impact of genetic aberrations on response to radium-223 treatment for castration-resistant prostate cancer with bone metastases. Prostate 2022; 82:1202-1209. [PMID: 35652618 DOI: 10.1002/pros.24375] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 04/28/2022] [Accepted: 05/03/2022] [Indexed: 11/11/2022]
Abstract
BACKGROUND Radium (Ra)-223 is an established treatment option for patients with metastatic castrate-resistant prostate cancer (mCRPC) who have symptomatic bone metastases without soft tissue disease. Studies have indicated genetic aberrations that regulate DNA damage response (DDR) in prostate cancer can increase susceptibility to treatments such as poly ADP-ribose polymerase inhibitors and platinum-based therapies. This study aims to evaluate mCRPC response to Ra-223 stratified by tumor genomics. METHODS This is a retrospective study of mCRPC patients who received Ra-223 and genetic testing within the Mayo Clinic database (Arizona, Florida, and Minnesota) and Tulane Cancer Center. Patient demographics, genetic aberrations, treatment responses in terms of alkaline phosphatase (ALP) and prostate-specific antigen (PSA), and survival were assessed. Primary end points were ALP and PSA response. Secondary end points were progression-free survival (PFS) and overall survival (OS) from time of first radium treatment. RESULTS One hundred and twenty-seven mCRPC patients treated with Ra-223 had germline and/or somatic genetic sequencing. The median age at time of diagnosis and Ra-223 treatment was 61.0 and 68.6 years, respectively. Seventy-nine (62.2%) had Gleason score ≥ 8 at time of diagnosis. 50.4% received prior docetaxel, and 12.6% received prior cabazitaxel. Notable alterations include TP53 (51.7%), BRCA 1/2 (15.0%), PTEN (13.4%), ATM (11.7%), TMPRSS2-ERG (8.2%), RB deletion (3.4%), and CDK12 (1.9%). There was no significant difference in ALP or PSA response among the different genetic aberrations. Patients with a TMPRSS2-ERG mutation exhibited a trend toward lower OS 15.4 months (95% confidence interval [CI] 10.0-NR) versus 26.8 months (95% CI 20.9-35.1). Patients with an RB deletion had a lower PFS 6.0 months (95% CI 1.28-NR) versus 9.0 months (95% CI 7.3-11.1) and a lower OS 13.9 months (95% CI 5.2-NR) versus 26.5 months (95% CI 19.8-33.8). CONCLUSIONS Among mCRPC patients treated with Ra-223 at Mayo Clinic and Tulane Cancer Center, we did not find any clear negative predictors of biochemical response or survival to treatment. TMPRSS2-ERG and RB mutations were associated with a worse OS. Prospective studies and larger sample sizes are needed to determine the impact of genetic aberrations in response to Ra-223.
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Affiliation(s)
- Alex J Liu
- Mayo Clinic Cancer Center, Phoenix, Arizona, USA
| | - Heidi E Kosiorek
- Mayo Clinic Division of Biomedical Statistics and Informatics, Phoenix, Arizona, USA
| | | | - Ellen Jaeger
- Tulane Cancer Center, New Orleans, Louisiana, USA
| | - Elisa Ledet
- Tulane Cancer Center, New Orleans, Louisiana, USA
| | - Ayse T Kendi
- Mayo Clinic Department of Radiology, Rochester, Minnesota, USA
| | | | | | - Richard Choo
- Mayo Clinic Cancer Center, Rochester, Minnesota, USA
| | | | - Thai H Ho
- Mayo Clinic Cancer Center, Phoenix, Arizona, USA
| | | | | | | | | | - Alan H Bryce
- Mayo Clinic Cancer Center, Phoenix, Arizona, USA
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Wang Z, Zhu X, Zhai H, Wang Y, Hao G. Integrated analysis of mRNA-single nucleotide polymorphism-microRNA interaction network to identify biomarkers associated with prostate cancer. Front Genet 2022; 13:922712. [PMID: 35957689 PMCID: PMC9358224 DOI: 10.3389/fgene.2022.922712] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 07/04/2022] [Indexed: 11/17/2022] Open
Abstract
Background: Prostate cancer is one of the most common malignancies among men worldwide currently. However, specific mechanisms of prostate cancer were still not fully understood due to lack of integrated molecular analyses. We performed this study to establish an mRNA-single nucleotide polymorphism (SNP)-microRNA (miRNA) interaction network by comprehensive bioinformatics analysis, and search for novel biomarkers for prostate cancer. Materials and methods: mRNA, miRNA, and SNP data were acquired from Gene Expression Omnibus (GEO) database. Differential expression analysis was performed to identify differentially expressed genes (DEGs) and miRNAs (DEMs). Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses, protein-protein interaction (PPI) analysis and expression quantitative trait loci (eQTL) analysis of DEGs were conducted. SNPs related to DEMs (miRSNPs) were downloaded from the open-source website MirSNP and PolymiRTS 3.0. TargetScan and miRDB databases were used for the target mRNA prediction of miRNA. The mRNA-SNP-miRNA interaction network was then constructed and visualized by Cytoscape 3.9.0. Selected key biomarkers were further validated using the Cancer Genome Atlas (TCGA) database. A nomogram model was constructed to predict the risk of prostate cancer. Results: In our study, 266 DEGs and 11 DEMs were identified. KEGG pathway analysis showed that DEGs were strikingly enriched in focal adhesion and PI3K-Akt signaling pathway. A total of 60 mRNA-SNP-miRNAs trios were identified to establish the mRNA-SNP-miRNA interaction network. Seven mRNAs in mRNA-SNP-miRNA network were consistent with the predicted target mRNAs of miRNA. These results were largely validated by the TCGA database analysis. A nomogram was constructed that contained four variables (ITGB8, hsa-miR-21, hsa-miR-30b and prostate-specific antigen (PSA) value) for predicting the risk of prostate cancer. Conclusion: Our study established the mRNA-SNP-miRNA interaction network in prostate cancer. The interaction network showed that hsa-miR-21, hsa-miR-30b, and ITGB8 may be utilized as new biomarkers for prostate cancer.
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Tosoian JJ, Singhal U, Davenport MS, Wei JT, Montgomery JS, George AK, Salami SS, Mukundi SG, Siddiqui J, Kunju LP, Tooke BP, Ryder CY, Dugan SP, Chopra Z, Botbyl R, Feng Y, Sessine MS, Eyrich NW, Ross AE, Trock BJ, Tomlins SA, Palapattu GS, Chinnaiyan AM, Niknafs YS, Morgan TM. Urinary MyProstateScore (MPS) to Rule out Clinically-Significant Cancer in Men with Equivocal (PI-RADS 3) Multiparametric MRI: Addressing an Unmet Clinical Need. Urology 2022; 164:184-190. [PMID: 34906585 PMCID: PMC10171463 DOI: 10.1016/j.urology.2021.11.033] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 10/27/2021] [Accepted: 11/29/2021] [Indexed: 12/22/2022]
Abstract
OBJECTIVE To evaluate the complementary value of urinary MyProstateScore (MPS) testing and multiparametric MRI (mpMRI) and assess outcomes in patients with equivocal mpMRI. MATERIALS AND METHODS Included patients underwent mpMRI followed by urine collection and prostate biopsy at the University of Michigan between 2015 -2019. MPS values were calculated from urine specimens using the validated model based on serum PSA, urinary PCA3, and urinary TMPRSS2:ERG. In the PI-RADS 3 population, the discriminative accuracy of PSA, PSAD, and MPS for GG≥2 cancer was quantified by the AUC curve. Decision curve analysis was used to assess net benefit of MPS relative to PSAD. RESULTS There were 540 patients that underwent mpMRI and biopsy with MPS available. The prevalence of GG≥2 cancer was 13% for PI-RADS 3, 56% for PI-RADS 4, and 87% for PI-RADS 5. MPS was significantly higher in men with GG≥2 cancer [median 44.9, IQR (29.4 -57.5)] than those with negative or GG1 biopsy [median 29.2, IQR (14.8 -44.2); P <.001] in the overall population and when stratified by PI-RADS score. In the PI-RADS 3 population (n = 121), the AUC for predicting GG≥2 cancer was 0.55 for PSA, 0.62 for PSAD, and 0.73 for MPS. MPS provided the highest net clinical benefit across all pertinent threshold probabilities. CONCLUSION In patients that underwent mpMRI and biopsy, MPS was significantly associated with GG≥2 cancer across all PI-RADS scores. In the PI-RADS 3 population, MPS significantly outperformed PSAD in ruling out GG≥2 cancer. These findings suggest a complementary role of MPS testing in patients that have undergone mpMRI.
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Affiliation(s)
- Jeffrey J Tosoian
- Department of Urology, Vanderbilt University, Nashville, TN; Vanderbilt-Ingram Cancer Center, Nashville, TN; Department of Urology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI; Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI.
| | - Udit Singhal
- Department of Urology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI; Department of Urology, Mayo Clinic, Rochester, MN
| | - Matthew S Davenport
- Department of Urology, University of Michigan, Ann Arbor, MI; Department of Radiology, University of Michigan, Ann Arbor, MI
| | - John T Wei
- Department of Urology, University of Michigan, Ann Arbor, MI
| | - Jeffrey S Montgomery
- Department of Urology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI
| | - Arvin K George
- Department of Urology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI
| | - Simpa S Salami
- Department of Urology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI
| | | | - Javed Siddiqui
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI
| | - Lakshmi P Kunju
- Department of Pathology, University of Michigan, Ann Arbor, MI
| | | | | | - Sarah P Dugan
- University of Michigan Medical School, Ann Arbor, MI
| | - Zoey Chopra
- University of Michigan Medical School, Ann Arbor, MI
| | - Rachel Botbyl
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI
| | - Yilin Feng
- University of Michigan Medical School, Ann Arbor, MI
| | | | | | - Ashley E Ross
- Department of Urology, Northwestern Feinberg School of Medicine, Chicago, IL
| | - Bruce J Trock
- Department of Urology, Johns Hopkins School of Medicine, Baltimore, MD
| | - Scott A Tomlins
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI; Department of Pathology, University of Michigan, Ann Arbor, MI
| | - Ganesh S Palapattu
- Department of Urology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI; Department of Urology, Medical University of Vienna, Vienna, Austria
| | - Arul M Chinnaiyan
- Department of Urology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI; Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI; Department of Pathology, University of Michigan, Ann Arbor, MI; Howard Hughes Medical Institute, University of Michigan, Ann Arbor, MI
| | - Yashar S Niknafs
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI
| | - Todd M Morgan
- Department of Urology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI
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Wang Y, Zhao Y, Zheng Y. Targeted Search for Individualized Clinical Decision Rules to Optimize Clinical Outcomes. STATISTICS IN BIOSCIENCES 2022. [DOI: 10.1007/s12561-022-09343-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Chan KM, Gleadle JM, O'Callaghan M, Vasilev K, MacGregor M. Prostate cancer detection: a systematic review of urinary biosensors. Prostate Cancer Prostatic Dis 2022; 25:39-46. [PMID: 34997229 DOI: 10.1038/s41391-021-00480-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Revised: 11/19/2021] [Accepted: 11/25/2021] [Indexed: 02/04/2023]
Abstract
BACKGROUND Current diagnostic methods for prostate cancer are invasive and lack specificity towards aggressive forms of the disease, which can lead to overtreatment. A new class of non-invasive alternatives is under development, in which urinary biomarkers are detected using biosensing devices to offer rapid and accurate prostate cancer diagnosis. These different approaches are systematically reviewed and their potential for translation to clinical practice is evaluated. METHODS A systematic review of the literature was performed in May 2021 using PubMed Medline database, Embase, and Web of Science. The objective was to review the structural designs and performance of biosensors tested on urine samples from patients with prostate cancer. RESULTS A total of 76 records were identified. After screening and eligibility, 14 articles were included and are discussed in this paper. The biosensors were discussed based on the target biomarkers and detection technologies used, as well as the results of the clinical studies. Most of the works reported good discrimination between patients with prostate cancer and controls. CONCLUSIONS This review highlights the potential of urinary biosensors for non-invasive prostate cancer detection. However, clinical studies have so far only been conducted on small cohorts of patient, with large scale trials still needed to validate the proposed approaches. Overall, the consensus arising from the proof of concepts studies reviewed here, is that an adequate combination of biomarkers into multiplex biosensor platforms is required to achieve accurate diagnostic tests. Furthermore, whether such devices can discriminate between aggressive and indolent cancer has not yet been addressed, because it entails optimized biomarkers panels and long-term clinical trials.
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Affiliation(s)
- Kit Man Chan
- UniSA STEM, University of South Australia, Adelaide, SA, 5095, Australia
| | - Jonathan M Gleadle
- Department of Renal Medicine, Flinders Medical Centre, Flinders University, Bedford Park, SA, 5042, Australia.,Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Bedford Park, SA, 5042, Australia
| | - Michael O'Callaghan
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Bedford Park, SA, 5042, Australia.,Urology Unit, Flinders Medical Centre, Flinders University, Bedford Park, SA, 5042, Australia
| | - Krasimir Vasilev
- Future Industries Institute, UniSA STEM, University of South Australia, Adelaide, SA, 5095, Australia
| | - Melanie MacGregor
- Future Industries Institute, UniSA STEM, University of South Australia, Adelaide, SA, 5095, Australia.
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Janjua KA, Shahzad R, Shehzad A. Development of Novel Cancer Biomarkers for Diagnosis and Prognosis. CANCER BIOMARKERS IN DIAGNOSIS AND THERAPEUTICS 2022:277-343. [DOI: 10.1007/978-981-16-5759-7_11] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Dai Y, Wang Y, Cao Y, Yu P, Zhang L, Liu Z, Ping Y, Wang D, Zhang G, Sang Y, Wang X, Tao Z. A Multivariate Diagnostic Model Based on Urinary EpCAM-CD9-Positive Extracellular Vesicles for Prostate Cancer Diagnosis. Front Oncol 2021; 11:777684. [PMID: 34900726 PMCID: PMC8652292 DOI: 10.3389/fonc.2021.777684] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 10/29/2021] [Indexed: 11/13/2022] Open
Abstract
Introduction Prostate cancer (PCa) is one of the most frequently diagnosed cancers and the leading cause of cancer death in males worldwide. Although prostate-specific antigen (PSA) screening has considerably improved the detection of PCa, it has also led to a dramatic increase in overdiagnosing indolent disease due to its low specificity. This study aimed to develop and validate a multivariate diagnostic model based on the urinary epithelial cell adhesion molecule (EpCAM)-CD9-positive extracellular vesicles (EVs) (uEVEpCAM-CD9) to improve the diagnosis of PCa. Methods We investigated the performance of uEVEpCAM-CD9 from urine samples of 193 participants (112 PCa patients, 55 benign prostatic hyperplasia patients, and 26 healthy donors) to diagnose PCa using our laboratory-developed chemiluminescent immunoassay. We applied machine learning to training sets and subsequently evaluated the multivariate diagnostic model based on uEVEpCAM-CD9 in validation sets. Results Results showed that uEVEpCAM-CD9 was able to distinguish PCa from controls, and a significant decrease of uEVEpCAM-CD9 was observed after prostatectomy. We further used a training set (N = 116) and constructed an exclusive multivariate diagnostic model based on uEVEpCAM-CD9, PSA, and other clinical parameters, which showed an enhanced diagnostic sensitivity and specificity and performed excellently to diagnose PCa [area under the curve (AUC) = 0.952, P < 0.0001]. When applied to a validation test (N = 77), the model achieved an AUC of 0.947 (P < 0.0001). Moreover, this diagnostic model also exhibited a superior diagnostic performance (AUC = 0.917, P < 0.0001) over PSA (AUC = 0.712, P = 0.0018) at the PSA gray zone. Conclusions The multivariate model based on uEVEpCAM-CD9 achieved a notable diagnostic performance to diagnose PCa. In the future, this model may potentially be used to better select patients for prostate transrectal ultrasound (TRUS) biopsy.
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Affiliation(s)
- Yibei Dai
- Department of Laboratory Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Yiyun Wang
- Zhejiang University School of Medicine, Hangzhou, China
| | - Ying Cao
- Department of Laboratory Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Pan Yu
- Department of Laboratory Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Lingyu Zhang
- Department of Laboratory Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Zhenping Liu
- Department of Laboratory Medicine, The First People's Hospital of Yuhang District, Hangzhou, China
| | - Ying Ping
- Department of Laboratory Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Danhua Wang
- Department of Laboratory Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Gong Zhang
- Department of Laboratory Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Yiwen Sang
- Department of Laboratory Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Xuchu Wang
- Department of Laboratory Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Zhihua Tao
- Department of Laboratory Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
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Li Y, Zhang H, Guo J, Li W, Wang X, Zhang C, Sun Q, Ma Z. Downregulation of LINC01296 suppresses non-small-cell lung cancer via targeting miR-143-3p/ATG2B. Acta Biochim Biophys Sin (Shanghai) 2021; 53:1681-1690. [PMID: 34695177 DOI: 10.1093/abbs/gmab149] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Indexed: 12/24/2022] Open
Abstract
The 5-year survival rate of lung cancer is one of the lowest among various malignant tumors. Long noncoding RNAs (lncRNAs), noncoding RNAs longer than 200 nucleotides, can function either as tumor suppressors or as oncogenes. The aim of this study is to investigate the function of lncRNA LINC01296 and its molecular mechanism in non-small-cell lung cancer (NSCLC). According to the Gene Expression Omnibus database, 10 differentially expressed lncRNAs in NSCLC cells and patient tissues are upregulated. LINC01296 is the one with the most significant overexpression. Knockdown of LINC01296 inhibits the growth and migration, arrests the cell cycle, and promotes the apoptosis of NSCLC cells. Knocking down LINC01296 in vivo suppresses tumor growth and metastasis. LINC01296 also acts as the sponge of miR-143-3p. Lowering the expression of LINC01296 leads to decreased expression of autophagy-related 2B (ATG2B), a target gene of miR-143-3p. Moreover, downregulation of LINC01296 promotes paclitaxel sensitivity in NSCLC. These results demonstrated that the LINC01296/miR-143-3p/ATG2B axis is crucial in promoting the development of NSCLC and paclitaxel resistance. Our study may provide new ideas for the further research of clinical chemotherapy of NSCLC in the near future.
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Affiliation(s)
- Yanli Li
- Lab for Noncoding RNA & Cancer, School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Hui Zhang
- Lab for Noncoding RNA & Cancer, School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Jing Guo
- Lab for Noncoding RNA & Cancer, School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Wanqiu Li
- Lab for Noncoding RNA & Cancer, School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Xianyi Wang
- Lab for Noncoding RNA & Cancer, School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Caiyan Zhang
- Lab for Noncoding RNA & Cancer, School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Qiangling Sun
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Zhongliang Ma
- Lab for Noncoding RNA & Cancer, School of Life Sciences, Shanghai University, Shanghai 200444, China
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Wang Y, Wang Z, Gang X, Wang G. Liquid biopsy in prostate cancer: current status and future challenges of clinical application. Aging Male 2021; 24:58-71. [PMID: 34850655 DOI: 10.1080/13685538.2021.1944085] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Abstract
PURPOSE Liquid biopsy refers to the detection and analysis of the components from biological fluids non-invasively, including circulating tumor cells, nucleic acids, and extracellular vesicles (EVs). It is necessary to review the clinical value of liquid biopsy assays in PC and explore its potential application. MATERIALS AND METHODS We systematically reviewed of PubMed was performed to identify relevant literature on potential clinical applications of circulating tumor cells, circulating nucleic acids, and EVs in prostate cancer (PC). RESULTS Liquid biopsy has emerged as a powerful tool to elucidate dynamic genomic, transcriptomic, and epigenomic tumor profiling in real-time. Here, the potential clinical applications of liquid biopsy include early detection, prognosis of survival, assessment of treatment response, and mechanisms of drug resistance in PC. CONCLUSIONS Liquid biopsy provides great value in diagnosis, prognosis, and treatment response in PC. Characterization of liquid biopsy components provides benefits both to unravel underlying resistance mechanisms and to exploit novel clinically actionable targets in PC. In addition, we suggest that analysis of multiparametric liquid biopsies should be analyzed comprehensively, assisting in monitoring tumor characteristics in real-time, guiding therapeutic selection, and early therapeutic switching during disease progression.
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Affiliation(s)
- Yaqiong Wang
- Department of Endocrinology and Metabolism, the First Hospital of Jilin University, Changchun, PR China
| | - Zili Wang
- Department of Urology, China-Japan Union Hospital of Jilin University, Changchun, PR China
| | - Xiaokun Gang
- Department of Endocrinology and Metabolism, the First Hospital of Jilin University, Changchun, PR China
| | - Guixia Wang
- Department of Endocrinology and Metabolism, the First Hospital of Jilin University, Changchun, PR China
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Eyrich NW, Wei JT, Niknafs YS, Siddiqui J, Ellimoottil C, Salami SS, Palapattu GS, Mehra R, Kunju LP, Tomlins SA, Chinnaiyan AM, Morgan TM, Tosoian JJ. Association of MyProstateScore (MPS) with prostate cancer grade in the radical prostatectomy specimen. Urol Oncol 2021; 40:4.e1-4.e7. [PMID: 34753659 DOI: 10.1016/j.urolonc.2021.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 09/02/2021] [Accepted: 09/19/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND To evaluate the association between urinary MyProstateScore (MPS) and pathologic grade group (GG) at surgery in men diagnosed with GG1 prostate cancer (PCa) on biopsy. METHODS Using an institutional biospecimen protocol, we identified men with GG1 PCa on biopsy and PSA ≤10 ng/ml who underwent radical prostatectomy (RP) at the University of Michigan. MPS was retrospectively calculated using prospectively collected, post-DRE urine samples. The primary outcome was upgrading on RP pathology, defined as GG ≥ 2. The associations of MPS, PSA, and PSA density (PSAD) with upgrading were assessed on univariable logistic regression, and the predictive accuracy of each marker was estimated by the area under the receiver operating characteristic curve (AUC). RESULTS There were 52 men with urinary specimens available that met study criteria, based on biopsy Gleason Grade and specimen collection. At RP, 17 men (33%) had GG1 cancer and 35 (67%) had GG ≥ 2 cancer. Preoperative MPS was significantly higher in patients with GG ≥ 2 cancer at surgery (median 37.8 [IQR, 22.2-52.4]) as compared to GG1 (19.3 [IQR, 9.2-29.4]; P = 0.001). On univariable logistic regression, increasing MPS values were significantly associated with upgrading (odds ratio 1.07 per one-unit MPS increase, 95% confidence interval 1.02-1.12, P = 0.004), while PSA and PSAD were not significantly associated with upgrading. Similarly, the discriminative ability of the MPS model (AUC 0.78) for upgrading at RP was higher compared to models based on PSA (AUC 0.52) and PSAD (AUC 0.62). CONCLUSIONS In men diagnosed with GG1 PCa who underwent surgery, MPS was significantly associated with RP cancer grade. In this limited cohort of men, these findings suggest that MPS could help identify patients with undetected high-grade cancer. Additional studies are needed to better characterize this association.
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Affiliation(s)
- Nicholas W Eyrich
- Department of Urology, University of Michigan, Ann Arbor, MI; Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - John T Wei
- Department of Urology, University of Michigan, Ann Arbor, MI; Dow Division of Health Services Research, University of Michigan, Ann Arbor, MI
| | - Yashar S Niknafs
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI
| | - Javed Siddiqui
- Department of Urology, University of Michigan, Ann Arbor, MI; Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI
| | - Chad Ellimoottil
- Department of Urology, University of Michigan, Ann Arbor, MI; Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Simpa S Salami
- Department of Urology, University of Michigan, Ann Arbor, MI; Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI
| | - Ganesh S Palapattu
- Department of Urology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI
| | - Rohit Mehra
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI; Department of Pathology, University of Michigan, Ann Arbor, MI
| | - Lakshmi P Kunju
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI; Department of Pathology, University of Michigan, Ann Arbor, MI
| | - Scott A Tomlins
- Department of Urology, University of Michigan, Ann Arbor, MI; Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI
| | - Arul M Chinnaiyan
- Department of Urology, University of Michigan, Ann Arbor, MI; Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI; Department of Pathology, University of Michigan, Ann Arbor, MI; Howard Hughes Medical Institute, University of Michigan, Ann Arbor, MI
| | - Todd M Morgan
- Department of Urology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI
| | - Jeffrey J Tosoian
- Department of Urology, University of Michigan, Ann Arbor, MI; Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI; Department of Urology, Vanderbilt University Medical Center, Nashville, TN; Vanderbilt-Ingram Cancer Center, Nashville, TN.
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Eyrich NW, Morgan TM, Tosoian JJ. Biomarkers for detection of clinically significant prostate cancer: contemporary clinical data and future directions. Transl Androl Urol 2021; 10:3091-3103. [PMID: 34430413 PMCID: PMC8350244 DOI: 10.21037/tau-20-1151] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Accepted: 04/23/2021] [Indexed: 12/15/2022] Open
Abstract
Use of serum prostate-specific antigen (PSA) testing for early detection of prostate cancer appears to reduce cancer-specific mortality. Due to the limited specificity of PSA for clinically significant [Grade Group (GG) ≥2] cancer, however, screening carries substantial risks, including frequent unnecessary prostate biopsies and overdetection of non-aggressive cancers. To that end, serum and urine biomarkers with improved specificity for GG ≥2 cancer have been proposed for clinical use following PSA. In the current article, we present clinical validation data for five such biomarkers: PHI, 4Kscore, SelectMDx, ExoDx, and MPS. For all studies, we specify the study population (overall biopsy referral vs. pre-specified PSA ranges), previous biopsy status (biopsy-naïve vs. previous negative biopsy), and the proportion of subjects diagnosed with GG ≥2 cancer. Outcomes include test performance characteristics: sensitivity, specificity, negative predictive value (NPV), and positive predictive value (PPV). Published data were used to compute the number of unnecessary biopsies avoided and number of GG ≥2 cancers missed if the biomarker had been used clinically to select for prostate biopsy. The evidence review is preceded by a primer on these and other clinically-relevant summary statistics.
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Affiliation(s)
| | - Todd M Morgan
- Department of Urology, University of Michigan, Ann Arbor, MI, USA.,Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA.,Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Jeffrey J Tosoian
- Department of Urology, University of Michigan, Ann Arbor, MI, USA.,Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA.,Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
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47
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Jiao B, Gulati R, Hendrix N, Gore JL, Rais-Bahrami S, Morgan TM, Etzioni R. Economic Evaluation of Urine-Based or Magnetic Resonance Imaging Reflex Tests in Men With Intermediate Prostate-Specific Antigen Levels in the United States. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2021; 24:1111-1117. [PMID: 34372976 PMCID: PMC8358184 DOI: 10.1016/j.jval.2021.02.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 02/03/2021] [Accepted: 02/28/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVES For men with intermediate prostate-specific antigen (PSA) levels (4-10 ng/mL), urine-based biomarkers and multiparametric magnetic resonance imaging (MRI) are increasingly used as reflex tests before prostate biopsy. We assessed the cost effectiveness of these reflex tests in the United States. METHODS We used an existing microsimulation model of prostate cancer (PCa) progression and survival to predict lifetime outcomes for a hypothetical cohort of 55-year-old men with intermediate PSA levels. Urine-based biomarkers-PCa antigen (PCA3), TMPRSS2:ERG gene fusion (T2:ERG), and the MyProstateScore (MPS) for any PCa and for high-grade (Gleason score ≥7) PCa (MPShg)-were generated using biomarker data from 1112 men presenting for biopsy at 10 United States institutions. MRI results were based on published sensitivity and specificity for high-grade PCa. Costs and utilities were sourced from literature and Medicare reimbursement schedules. Outcome measures included life years, quality-adjusted life years (QALYs), and lifetime medical costs per patient. Incremental cost-effectiveness ratios were empirically calculated on the basis of simulated life histories under different reflex testing strategies. RESULTS Biopsying all men provided the most life years and QALYs, followed by reflex testing using MPShg, MPS, MRI, T2:ERG, PCA3, and biopsying no men (QALY range across strategies 15.98-16.09). Accounting for costs, MRI and MPShg were dominated by other strategies. PCA3, T2:ERG, and MPS were likely to be the most cost-effective strategy at willingness-to-pay thresholds of $100 000/QALY, $125 000/QALY, and $150 000/QALY, respectively. CONCLUSIONS Using PCA3, T2:ERG, or MPS as reflex tests has greater economic value than MRI, biopsying all men, or biopsying no men with intermediate PSA levels.
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Affiliation(s)
- Boshen Jiao
- Division of Public Health Science, Fred Hutchinson Cancer Research Center, Seattle, WA, USA; The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, Seattle, WA
| | - Roman Gulati
- Division of Public Health Science, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
| | - Nathaniel Hendrix
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, Seattle, WA
| | - John L Gore
- Department of Urology, University of Washington, Seattle, WA, USA
| | - Soroush Rais-Bahrami
- Department of Urology, Department of Radiology, and O'Neal Comprehensive Cancer Center at UAB, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Todd M Morgan
- Department of Urology, University of Michigan, Ann Arbor, MI, USA
| | - Ruth Etzioni
- Division of Public Health Science, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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48
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Matuszczak M, Schalken JA, Salagierski M. Prostate Cancer Liquid Biopsy Biomarkers' Clinical Utility in Diagnosis and Prognosis. Cancers (Basel) 2021; 13:3373. [PMID: 34282798 PMCID: PMC8268859 DOI: 10.3390/cancers13133373] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 06/24/2021] [Accepted: 06/29/2021] [Indexed: 01/09/2023] Open
Abstract
Prostate cancer (PCa) is the most common cancer in men worldwide. The current gold standard for diagnosing PCa relies on a transrectal ultrasound-guided systematic core needle biopsy indicated after detection changes in a digital rectal examination (DRE) and elevated prostate-specific antigen (PSA) level in the blood serum. PSA is a marker produced by prostate cells, not just cancer cells. Therefore, an elevated PSA level may be associated with other symptoms such as benign prostatic hyperplasia or inflammation of the prostate gland. Due to this marker's low specificity, a common problem is overdiagnosis, which leads to unnecessary biopsies and overtreatment. This is associated with various treatment complications (such as bleeding or infection) and generates unnecessary costs. Therefore, there is no doubt that the improvement of the current procedure by applying effective, sensitive and specific markers is an urgent need. Several non-invasive, cost-effective, high-accuracy liquid biopsy diagnostic biomarkers such as Progensa PCA3, MyProstateScore ExoDx, SelectMDx, PHI, 4K, Stockholm3 and ConfirmMDx have been developed in recent years. This article compares current knowledge about them and their potential application in clinical practice.
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Affiliation(s)
- Milena Matuszczak
- Department of Urology, Collegium Medicum, University of Zielona Góra, 65-046 Zielona Góra, Poland;
| | - Jack A. Schalken
- Department of Urology, Radboud University Medical Centre, 6525 GA Nijmegen, The Netherlands;
| | - Maciej Salagierski
- Department of Urology, Collegium Medicum, University of Zielona Góra, 65-046 Zielona Góra, Poland;
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Taratkin M, Álvarez-Maestro M, Gómez Rivas J. The need of avoiding unnecessary biopsies in active surveillance for prostate cancer. Actas Urol Esp 2021; 45:417-418. [PMID: 34140258 DOI: 10.1016/j.acuroe.2021.02.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 02/08/2021] [Indexed: 10/21/2022]
Affiliation(s)
- M Taratkin
- Institute for Urology and Reproductive Health, Sechenov University, Moscow, Russia
| | | | - J Gómez Rivas
- Servicio de Urología, Hospital Clínico San Carlos, Madrid, Spain.
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50
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Takahashi H, Yasui T, Baba Y. Nanobiodevices for the Isolation of Circulating Nucleic Acid for Biomedical Applications. CHEM LETT 2021. [DOI: 10.1246/cl.210066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Hiromi Takahashi
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi 464-8603, Japan
| | - Takao Yasui
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi 464-8603, Japan
- Japan Science and Technology Agency (JST), PRESTO, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
- Institute of Nano-Life-Systems, Institutes of Innovation for Future Society, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi 464-8603, Japan
| | - Yoshinobu Baba
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi 464-8603, Japan
- Institute of Nano-Life-Systems, Institutes of Innovation for Future Society, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi 464-8603, Japan
- Institute of Quantum Life Science, National Institutes for Quantum and Radiological Science and Technology, 4-9-1 Anagawa, Inage-ku, Chiba 263-8555, Japan
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