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Campistol M, Triquell M, Regis L, Celma A, de Torres I, Semidey ME, Mast R, Mendez O, Planas J, Trilla E, Morote J. Relationship between Proclarix and the Aggressiveness of Prostate Cancer. Mol Diagn Ther 2023; 27:487-498. [PMID: 37081322 DOI: 10.1007/s40291-023-00649-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/29/2023] [Indexed: 04/22/2023]
Abstract
INTRODUCTION Proclarix is a CE-marked test that provides the risk of clinically significant prostate cancer (csPCa), ranging from 0% to 100%, based on the serum measurement of Thrombospondin-1, cathepsin D, prostate-specific antigen (PSA), and percentage of free PSA in addition to age. We hypothesize that Proclarix could be correlated with PCa aggressiveness. We analyzed the association of this new biomarker with four surrogates of aggressiveness: grade group (GG) in the biopsy, clinical stage, risk of biochemical recurrence after primary treatment of localized PCa, and pathology in the surgical specimen. MATERIAL AND METHODS This is a retrospective study from 606 men with suspicion of PCa [PSA of ≥ 3.0 ng/mL and/or abnormal digital rectal examination (DRE)], in whom Proclarix was assessed (0-100%). The GG was defined by the International Society of Urological Pathology categories. The TNM was used for clinical staging (cT based on DRE, whereas cN and cM were established with computed tomography and 99-technetium bone scintigraphy). The risk of biochemical recurrence of localized PCa after primary treatment was defined by combining PSA, GG, and cT. Finally, an unfavorable pathology in a surgical specimen was defined as GG > 2 or pT ≥ 3. RESULTS The median age of the cohort was 67 years old, with a median PSA of 7 ng/mL and a rate of abnormal DRE of 23.3%. CsPCa was detected in 254 men (41.9%), with a median Proclarix of 60.1% compared with 37.3% obtained in patients with insignificant PCa and 20.7% in men without PCa. Among patients with GG > 3, Proclarix was significantly higher (58.2%) than in those with GG of 3 or lower (33.1%, p < 0.001). Men with localized tumors exhibited a Proclarix median of 37.3% compared with those with advanced disease (60.1%, p < 0.001). Proclarix levels among 197 patients with low and intermediate risk of biochemical recurrence were 24.9% and 35.0%, respectively, significantly lower compared with patients with high-risk disease (58.7%, p < 0.001). Unfavorable pathology was observed in 35 patients out of the 79 who underwent radical prostatectomy, with a Proclarix median of 35.7% compared with 23.7% obtained in patients with favorable pathology (p = 0.013). Proclarix and magnetic resonance imaging were independent predictors of the four surrogates of aggressiveness analyzed. CONCLUSION There is a correlation between Proclarix and the aggressiveness of PCa.
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Affiliation(s)
- Miriam Campistol
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain.
- Department of Surgery, Universitat Autònoma de Barcelona, 08193, Barcelona, Spain.
| | - Marina Triquell
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain
| | - Lucas Regis
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
| | - Ana Celma
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
| | - Inés de Torres
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
- Department of Pathology, Vall d'Hebron Hospital, 08035, Barcelona, Spain
- Department of Morphological Sciences, Universitat Autònoma de Barcelona, 08193, Barcelona, Spain
| | - María E Semidey
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
- Department of Pathology, Vall d'Hebron Hospital, 08035, Barcelona, Spain
- Department of Morphological Sciences, Universitat Autònoma de Barcelona, 08193, Barcelona, Spain
| | - Richard Mast
- Department of Radiology, Vall d'Hebron Hospital, 08035, Barcelona, Spain
| | - Olga Mendez
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
| | - Jacques Planas
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
| | - Enrique Trilla
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
- Department of Surgery, Universitat Autònoma de Barcelona, 08193, Barcelona, Spain
| | - Juan Morote
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
- Department of Surgery, Universitat Autònoma de Barcelona, 08193, Barcelona, Spain
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Treviño M, Birdsong G, Carrigan A, Choyke P, Drew T, Eckstein M, Fernandez A, Gallas BD, Giger M, Hewitt SM, Horowitz TS, Jiang YV, Kudrick B, Martinez-Conde S, Mitroff S, Nebeling L, Saltz J, Samuelson F, Seltzer SE, Shabestari B, Shankar L, Siegel E, Tilkin M, Trueblood JS, Van Dyke AL, Venkatesan AM, Whitney D, Wolfe JM. Advancing Research on Medical Image Perception by Strengthening Multidisciplinary Collaboration. JNCI Cancer Spectr 2021; 6:6491257. [DOI: 10.1093/jncics/pkab099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 10/20/2021] [Accepted: 11/11/2021] [Indexed: 11/14/2022] Open
Abstract
Abstract
Medical image interpretation is central to detecting, diagnosing, and staging cancer and many other disorders. At a time when medical imaging is being transformed by digital technologies and artificial intelligence, understanding the basic perceptual and cognitive processes underlying medical image interpretation is vital for increasing diagnosticians’ accuracy and performance, improving patient outcomes, and reducing diagnostician burn-out. Medical image perception remains substantially understudied. In September of 2019, the National Cancer Institute convened a multidisciplinary panel of radiologists and pathologists together with researchers working in medical image perception and adjacent fields of cognition and perception for the “Cognition and Medical Image Perception Think Tank.” The Think Tank’s key objectives were: to identify critical unsolved problems related to visual perception in pathology and radiology from the perspective of diagnosticians; to discuss how these clinically relevant questions could be addressed through cognitive and perception research; to identify barriers and solutions for transdisciplinary collaborations; to define ways to elevate the profile of cognition and perception research within the medical image community; to determine the greatest needs to advance medical image perception; and to outline future goals and strategies to evaluate progress. The Think Tank emphasized diagnosticians’ perspectives as the crucial starting point for medical image perception research, with diagnosticians describing their interpretation process and identifying perceptual and cognitive problems that arise. This paper reports the deliberations of the Think Tank participants to address these objectives and highlight opportunities to expand research on medical image perception.
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Affiliation(s)
- Melissa Treviño
- National Cancer Institute, United States of America
- National Center for Complementary and Integrative Health, United States of America
| | - George Birdsong
- Emory University School of Medicine, United States of America
| | | | - Peter Choyke
- National Cancer Institute, United States of America
| | | | - Miguel Eckstein
- University of California, Santa Barbara, United States of America
| | - Anna Fernandez
- National Cancer Institute, United States of America
- Booz Allen Hamilton, United States of America
| | | | | | | | | | | | - Bonnie Kudrick
- Transportation Security Administration, United States of America
| | | | | | | | - Joseph Saltz
- Stony Brook University, United States of America
| | | | - Steven E Seltzer
- Brigham and Women’s Hospital, United States of America
- Harvard Medical School, United States of America
| | - Behrouz Shabestari
- National Institute of Biomedical Imaging and Bioengineering, United States of America
| | | | - Eliot Siegel
- University of Maryland School of Medicine, United States of America
| | - Mike Tilkin
- American College of Radiology, United States of America
| | | | | | | | - David Whitney
- University of California, Berkeley, United States of America
| | - Jeremy M Wolfe
- Brigham and Women’s Hospital, United States of America
- Harvard Medical School, United States of America
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Prediction of Prostate Cancer Disease Aggressiveness Using Bi-Parametric Mri Radiomics. Cancers (Basel) 2021; 13:cancers13236065. [PMID: 34885175 PMCID: PMC8657292 DOI: 10.3390/cancers13236065] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 11/24/2021] [Accepted: 11/26/2021] [Indexed: 11/18/2022] Open
Abstract
Simple Summary The use of radiomics has been studied to predict Gleason Score from bi-parametric prostate MRI examinations. However, different combinations of type of input data (whole prostate gland/lesion features), sampling strategy, feature selection method and machine learning algorithm can be used. The impact of such choices was investigated and it was found that features extracted from the whole prostate gland were more stable to segmentation differences and produced better models (higher performance and less overfitting). This result suggests that the areas surrounding the tumour lesions offer relevant information regarding the Gleason Score that is ultimately attributed to that lesion. Abstract Prostate cancer is one of the most prevalent cancers in the male population. Its diagnosis and classification rely on unspecific measures such as PSA levels and DRE, followed by biopsy, where an aggressiveness level is assigned in the form of Gleason Score. Efforts have been made in the past to use radiomics coupled with machine learning to predict prostate cancer aggressiveness from clinical images, showing promising results. Thus, the main goal of this work was to develop supervised machine learning models exploiting radiomic features extracted from bpMRI examinations, to predict biological aggressiveness; 288 classifiers were developed, corresponding to different combinations of pipeline aspects, namely, type of input data, sampling strategy, feature selection method and machine learning algorithm. On a cohort of 281 lesions from 183 patients, it was found that (1) radiomic features extracted from the lesion volume of interest were less stable to segmentation than the equivalent extraction from the whole gland volume of interest; and (2) radiomic features extracted from the whole gland volume of interest produced higher performance and less overfitted classifiers than radiomic features extracted from the lesions volumes of interest. This result suggests that the areas surrounding the tumour lesions offer relevant information regarding the Gleason Score that is ultimately attributed to that lesion.
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Yoneyama T, Yamamoto H, Sutoh Yoneyama M, Tobisawa Y, Hatakeyama S, Narita T, Kodama H, Momota M, Ito H, Narita S, Tsushima F, Mitsuzuka K, Yoneyama T, Hashimoto Y, Duivenvoorden W, Pinthus JH, Kakeda S, Ito A, Tsuchiya N, Habuchi T, Ohyama C. Characteristics of α2,3-sialyl N-glycosylated PSA as a biomarker for clinically significant prostate cancer in men with elevated PSA level. Prostate 2021; 81:1411-1427. [PMID: 34549452 PMCID: PMC9293073 DOI: 10.1002/pros.24239] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 09/10/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND The presence of glycosylated isoforms of prostate-specific antigen (PSA) in prostate cancer (PC) cells is a potential marker of their aggressiveness. We characterized the origin of α2,3-sialylated prostate-specific antigen (S23PSA) by tissue-based sialylation-related gene expression and studied the performance of S23PSA density (S23PSAD) alone and in combination with multiparametric magnetic resonance imaging (MRI) for the detection of clinically significant prostate cancer in men with elevated PSA. METHODS Tissue-based quantification of S23PSA and sialyltransferase and sialidase gene expression was evaluated in 71 radical prostatectomy specimens. The diagnostic performance of S23PSAD was studied in 1099 men retrospectively enrolled in a multicenter systematic biopsy (SBx) cohort. We correlated the S23PSAD with Prostate Imaging Reporting and Data System (PI-RADS) scores in 98 men prospectively enrolled in a single-center MRI-targeted biopsy (MRI-TBx) cohort. The primary outcome was the PC-diagnostic performance of the S23PSAD, the secondary outcome was the avoidable biopsy rate of S23PSAD combined with DRE and total PSA (tPSA), and with or without PI-RADS. RESULTS S23PSA was significantly higher in Gleason pattern 4 and 5 compared with benign prostate tissue. In the retrospective cohort, the performance of S23PSAD for detecting PC was superior to tPSA or PSA density (PSAD) (AUC: 0.7758 vs. 0.6360 and 0.7509, respectively). In the prospective cohort, S23PSAD was superior to tPSA, PSAD, and PI-RADS (AUC: 0.7725 vs. 0.5901, 0.7439 and 0.7305, respectively), and S23PSAD + PI-RADS + DRE + tPSA was superior to DRE + tPSA+PI-RADS with avoidance rate of MRI-TBx (13% vs. 1%) at 30% risk threshold. CONCLUSIONS The diagnostic performance of S23PSAD was superior to conventional strategies but comparable to mpMRI.
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Affiliation(s)
- Tohru Yoneyama
- Department of Glycotechnology, Center for Advanced Medical ResearchHirosaki University Graduate School of MedicineHirosakiAomoriJapan
| | - Hayato Yamamoto
- Department of UrologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
| | - Mihoko Sutoh Yoneyama
- Department of Cancer Immunology and Cell BiologyOyokyo Kidney Research Institute90 Yamazaki KozawaHirosakiAomoriJapan
| | - Yuki Tobisawa
- Department of UrologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
| | - Shingo Hatakeyama
- Department of UrologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
- Department of Advanced Blood Purification TherapyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
| | - Takuma Narita
- Department of UrologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
- Department of UrologyNational Hospital Organization Hirosaki National HospitalHirosakiAomoriJapan
| | - Hirotake Kodama
- Department of UrologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
- Department of UrologyTsugaru General HospitalGoshogawaraAomoriJapan
| | - Masaki Momota
- Department of UrologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
- Department of UrologyMutsu General HospitalMutsuAomoriJapan
| | - Hiroyuki Ito
- Department of UrologyAomori Rosai HospitalHachinoheAomoriJapan
| | - Shintaro Narita
- Department of UrologyAkita University Graduate School of MedicineAkitaJapan
| | - Fumiyasu Tsushima
- Department of RadiologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
| | - Koji Mitsuzuka
- Department of UrologyTohoku University Graduate School of MedicineSendaiMiyagiJapan
| | - Takahiro Yoneyama
- Department of UrologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
| | - Yasuhiro Hashimoto
- Department of UrologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
| | | | | | - Shingo Kakeda
- Department of RadiologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
| | - Akihiro Ito
- Department of UrologyTohoku University Graduate School of MedicineSendaiMiyagiJapan
| | - Norihiko Tsuchiya
- Department of UrologyYamagata University Faculty of MedicineYamagataJapan
| | - Tomonori Habuchi
- Department of UrologyAkita University Graduate School of MedicineAkitaJapan
| | - Chikara Ohyama
- Department of UrologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
- Department of Advanced Blood Purification TherapyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
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Rezaeijo SM, Hashemi B, Mofid B, Bakhshandeh M, Mahdavi A, Hashemi MS. The feasibility of a dose painting procedure to treat prostate cancer based on mpMR images and hierarchical clustering. Radiat Oncol 2021; 16:182. [PMID: 34544468 PMCID: PMC8454023 DOI: 10.1186/s13014-021-01906-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 09/06/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND We aimed to assess the feasibility of a dose painting (DP) procedure, known as simultaneous integrated boost intensity modulated radiation Therapy (SIB-IMRT), for treating prostate cancer with dominant intraprostatic lesions (DILs) based on multi-parametric magnetic resonance (mpMR) images and hierarchical clustering with a machine learning technique. METHODS The mpMR images of 120 patients were used to create hierarchical clustering and draw a dendrogram. Three clusters were selected for performing agglomerative clustering. Then, the DIL acquired from the mpMR images of 20 patients were categorized into three groups to have them treated with a DP procedure being composed of three planning target volumes (PTVs) determined as PTV1, PTV2, and PTV3 in treatment plans. The DP procedure was carried out on the patients wherein a total dose of 80, 85 and 91 Gy were delivered to the PTV1, PTV2, and PTV3, respectively. Dosimetric and radiobiologic parameters [Tumor Control Probability (TCP) and Normal Tissue Complication Probability (NTCP)] of the DP procedure were compared with those of the conventional IMRT and Three-Dimensional Conformal Radiation Therapy (3DCRT) procedures carried out on another group of 20 patients. A post-treatment follow-up was also made four months after the radiotherapy procedures. RESULTS All the dosimetric variables and the NTCPs of the organs at risks (OARs) revealed no significant difference between the DP and IMRT procedures. Regarding the TCP of three investigated PTVs, significant differences were observed between the DP versus IMRT and also DP versus 3DCRT procedures. At post-treatment follow-up, the DIL volumes and apparent diffusion coefficient (ADC) values in the DP group differed significantly (p-value < 0.001) from those of the IMRT. However, the whole prostate ADC and prostate-specific antigen (PSA) indicated no significant difference (p-value > 0.05) between the DP versus IMRT. CONCLUSIONS The results of this comprehensive clinical trial illustrated the feasibility of our DP procedure for treating prostate cancer based on mpMR images validated with acquired patients' dosimetric and radiobiologic assessment and their follow-ups. This study confirms significant potential of the proposed DP procedure as a promising treatment planning to achieve effective dose escalation and treatment for prostate cancer. TRIAL REGISTRATION IRCT20181006041257N1; Iranian Registry of Clinical Trials, Registered: 23 October 2019, https://en.irct.ir/trial/34305 .
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Affiliation(s)
- Seyed Masoud Rezaeijo
- Department of Medical Physics, Faculty of Medical Sciences, Tarbiat Modares University, Al-Ahmad and Chamran Cross, 1411713116 Tehran, Iran
| | - Bijan Hashemi
- Department of Medical Physics, Faculty of Medical Sciences, Tarbiat Modares University, Al-Ahmad and Chamran Cross, 1411713116 Tehran, Iran
| | - Bahram Mofid
- Department of Radiation Oncology, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohsen Bakhshandeh
- Department of Radiology Technology, Faculty of Paramedical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Arash Mahdavi
- Department of Radiology, Modares Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Haider MA, Brown J, Yao X, Chin J, Perlis N, Schieda N, Loblaw A. Multiparametric Magnetic Resonance Imaging in the Diagnosis of Clinically Significant Prostate Cancer: an Updated Systematic Review. Clin Oncol (R Coll Radiol) 2021; 33:e599-e612. [PMID: 34400038 DOI: 10.1016/j.clon.2021.07.016] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 07/05/2021] [Accepted: 07/27/2021] [Indexed: 12/20/2022]
Abstract
There has been growing utilisation of multiparametric magnetic resonance imaging (MPMRI) as a non-invasive tool to diagnose and localise clinically significant prostate cancer (CSPCa). This updated systematic review examines the use of MPMRI in patients with an elevated risk of CSPCa who have had a prior negative transrectal ultrasound systematic biopsy (TRUS-SB) and who were biopsy naïve. MEDLINE, EMBASE and the Cochrane Database of Systematic Reviews were searched for existing systematic reviews published up to September 2020. The literature search of the electronic databases combined disease-specific terms (prostate cancer, prostate carcinoma, etc.) and treatment-specific terms (magnetic resonance, etc.). Studies were included if they were randomised controlled trials (RCTs) comparing MPMRI to template transperineal mapping biopsy (TPMB) or to TRUS-SB. Thirty-six RCTs were eligible. For biopsy-naïve men, accuracy of diagnosis of CSPCa showed sensitivities from 87 to 96% and specificities ranging from 29 to 45%. Meta-analyses for CSPCa showed increased detection favouring MPMRI-targeted biopsy over TRUS-SB by 3% (95% confidence interval 0-7%, P = 0.03) and decreased detection of clinically insignificant prostate cancer (CISPCa) favouring MPMRI by 8% (95% confidence interval -11 to 5%, P < 0.00001). Accuracy of MPMRI for men with prior negative biopsy showed sensitivities of 78-100% and specificities of 30-100%. Meta-analyses comparing MPMRI to TRUS-SB showed increased detection of 5% (95% confidence interval 3-7%, P < 0.0001) with a reduction of CISPCa detection of 7% (95% confidence interval 4-9%, P < 0.00001). The growing acceptance of MPMRI utilisation internationally and the recent publication of several RCTs regarding MPMRI in reducing CISPCa detection rates, particularly in biopsy-naïve men, without loss of sensitivity for CSPCa necessitates the synthesis of updated evidence examining MPMRI in the diagnosis of CSPCa.
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Affiliation(s)
- M A Haider
- Sinai Health System and University of Toronto, Joint Department of Medical Imaging, Toronto, ON, Canada
| | - J Brown
- Program in Evidence-based Care, Ontario Health (Cancer Care Ontario), McMaster University, Hamilton, ON, Canada
| | - X Yao
- Program in Evidence-based Care, Ontario Health (Cancer Care Ontario), McMaster University, Hamilton, ON, Canada; Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada.
| | - J Chin
- London Health Sciences Centre, Victoria Hospital, London, ON, Canada
| | - N Perlis
- Cancer Clinical Research Unit, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - N Schieda
- Department of Radiology, University of Ottawa, Ottawa, ON, Canada
| | - A Loblaw
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
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Gündoğdu E, Emekli E, Kebapçı M. Evaluation of relationships between the final Gleason score, PI-RADS v2 score, ADC value, PSA level, and tumor diameter in patients that underwent radical prostatectomy due to prostate cancer. Radiol Med 2020; 125:827-837. [PMID: 32266690 DOI: 10.1007/s11547-020-01183-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Accepted: 03/23/2020] [Indexed: 12/13/2022]
Abstract
INTRODUCTION This study aimed to investigate the relationship between the serum PSA level, Gleason score (GS), PI-RADS v2 score, tumor ADCmin value, and the largest tumor diameter in patients that underwent radical prostatectomy (RP) due to prostate cancer (PCa) and to comparatively evaluate the variables of these parameters in clinically significant and insignificant PCa groups. MATERIALS AND METHODS The mpMRI examinations of the patients who underwent RP due to PCa were retrospectively evaluated. According to the final GS, the lesions were divided into two groups as clinically significant (GS ≥ 7) and insignificant (GS ≤ 6). The PSA value, tumor ADCmin value, tumor diameter, and PI-RADS score were compared between the clinically significant and nonsignificant PCa groups using Student's t-test. The correlations between the serum PSA level, GS, PI-RADS v2 score, tumor ADCmin value, and tumor diameter were evaluated separately (Pearson's correlation analysis was used for peripheral gland tumors, and Spearman's correlation analysis for central gland tumors). A ROC analysis was undertaken to evaluate the efficacy of the tumor ADCmin, diameter and PSA values in differentiating clinically significant and nonsignificant tumors. RESULTS In both central and peripheral gland tumors, there was a correlation between the PSA level, tumor diameter, PI-RADS score, ADCmin value, and GS at various levels (poor, moderate, and high). In central gland tumors, there was no significant difference between the two groups in terms of the PSA value and PI-RADS scores (p > 0.05), but the ADCmin value and diameter of the tumor significantly differed (p < 0.05). For peripheral gland tumors, significant differences were observed in all parameters (p < 0.05). The cut-off values for the peripheral and central gland tumors are as follows: lesion diameter, 13.5 mm and 19 mm; tumor ADCmin, 0.709 × 10-3 mm2/s and 0.874 × 10-3 mm2/s; and PSA level, 8.47 ng/ml and 11.10 ng/ml, respectively. CONCLUSION The current PI-RADS v2 scoring system can be inadequate in distinguishing clinically significant and insignificant groups in central gland tumors. A separate cut-off value of the tumor diameter should be determined for central and peripheral gland tumors. Tumor ADCmin values can be used as a predictive parameter. The PSA cut-off value should be kept lower in peripheral gland tumors.
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Affiliation(s)
- Elif Gündoğdu
- Department of Radiology, Faculty of Medicine, Eskişehir Osmangazi University, Meşelik Yerleşkesi, 26480, Eskişehir, Turkey.
| | - Emre Emekli
- Department of Radiology, Faculty of Medicine, Eskişehir Osmangazi University, Meşelik Yerleşkesi, 26480, Eskişehir, Turkey
| | - Mahmut Kebapçı
- Department of Radiology, Faculty of Medicine, Eskişehir Osmangazi University, Meşelik Yerleşkesi, 26480, Eskişehir, Turkey
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Contrast-enhanced ultrasound with dispersion analysis for the localization of prostate cancer: correlation with radical prostatectomy specimens. World J Urol 2020; 38:2811-2818. [PMID: 32078707 DOI: 10.1007/s00345-020-03103-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 01/21/2020] [Indexed: 10/25/2022] Open
Abstract
PURPOSE To determine the value of two-dimensional (2D) contrast-enhanced ultrasound (CEUS) imaging and the additional value of contrast ultrasound dispersion imaging (CUDI) for the localization of clinically significant prostate cancer (csPCa). METHODS In this multicentre study, subjects scheduled for a radical prostatectomy underwent 2D CEUS imaging preoperatively. CUDI maps were generated from the CEUS recordings. Both CEUS recordings and CUDI maps were scored on the likelihood of presenting csPCa (any Gleason ≥ 4 + 3 and Gleason 3 + 4 larger than 0.5 mL) by five observers and compared to radical prostatectomy histopathology. An automated three-dimensional (3D) fusion protocol was used to match imaging with histopathology. Receiver operator curve (ROC) analysis was performed per observer and imaging modality. RESULTS 133 of 216 (62%) patients were included in the final analysis. Average area under the ROC for all five readers for CEUS, CUDI and the combination was 0.78, 0.79 and 0.78, respectively. This yields a sensitivity and specificity of 81 and 64% for CEUS, 83 and 56% for CUDI and 83 and 55% for the combination. Interobserver agreement for CEUS, CUDI and the combination showed kappa values of 0.20, 0.18 and 0.18 respectively. CONCLUSION The sensitivity and specificity of 2D CEUS and CUDI for csPCa localization are moderate. Despite compressing CEUS in one image, CUDI showed a similar performance to 2D CEUS. With a sensitivity of 83% at cutoff point 3, it could become a useful imaging procedure, especially with 4D acquisition, improved quantification and combination with other US imaging techniques such as elastography.
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Marzouk K, Ehdaie B, Vertosick E, Zappala S, Vickers A. Developing an effective strategy to improve the detection of significant prostate cancer by combining the 4Kscore and multiparametric MRI. Urol Oncol 2019; 37:672-677. [PMID: 31378585 PMCID: PMC6733611 DOI: 10.1016/j.urolonc.2019.07.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Revised: 07/11/2019] [Accepted: 07/15/2019] [Indexed: 01/21/2023]
Abstract
OBJECTIVES Recent years have seen the development of biomarkers and imaging technologies designed to improve the specificity of PSA. Widespread implementation of imaging technologies, such as mp-MRI raises considerable logistical challenges. Our objective was to evaluate a biopsy strategy that utilizes selective mp-MRI as a follow-up test to biomarkers to improve the detection of significant prostate cancer. METHODS AND MATERIALS We developed a conceptual approach based on the risk calculated from the 4Kscore using results from the US prospective validation study, multiplied by the likelihood ratio of mp-MRI from the PROMIS trial. The primary outcome was Gleason grade ≥ 7 (grade group ≥ 2) cancer on biopsy. Using decision curve analysis, the net benefit was determined for our model and compared with the use of the 4Kscore and mp-MRI independently at various thresholds for biopsy. RESULTS For a cut-point of 7.5% risk of high-grade disease, patients with <5% risk from a blood marker would not have risk of significant prostate cancer sufficiently increased by a positive mp-MRI to warrant biopsy; comparably, patients with a risk >23% would not have risk sufficiently reduced by a negative imaging study to forgo biopsy. From the 4Kscore validation study, 46% of men considered for biopsy in the US have risks 5% to 23%. Net benefit was highest for the combined strategy, followed by 4Kscore alone. CONCLUSIONS Selective mp-MRI in men with intermediate scores on a secondary blood test results in a biopsy strategy that is more scalable than mp-MRI for all men with elevated PSA. Prospective validation is required to demonstrate if the predicted properties of combined blood and imaging testing are empirically confirmed.
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Affiliation(s)
- Karim Marzouk
- Urology Service, Department of Surgery, Windsor Regional Hospital, University of Western Ontario, Windsor, Ontario, Canada
| | - Behfar Ehdaie
- Urology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Emily Vertosick
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Andrew Vickers
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.
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10
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Yoneyama T, Tobisawa Y, Kaneko T, Kaya T, Hatakeyama S, Mori K, Sutoh Yoneyama M, Okubo T, Mitsuzuka K, Duivenvoorden W, Pinthus JH, Hashimoto Y, Ito A, Koie T, Suda Y, Gardiner RA, Ohyama C. Clinical significance of the LacdiNAc-glycosylated prostate-specific antigen assay for prostate cancer detection. Cancer Sci 2019; 110:2573-2589. [PMID: 31145522 PMCID: PMC6676104 DOI: 10.1111/cas.14082] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Revised: 05/27/2019] [Accepted: 05/29/2019] [Indexed: 01/02/2023] Open
Abstract
To reduce unnecessary prostate biopsies (Pbx), better discrimination is needed. To identify clinically significant prostate cancer (CSPC) we determined the performance of LacdiNAc‐glycosylated prostate‐specific antigen (LDN‐PSA) and LDN‐PSA normalized by prostate volume (LDN‐PSAD). We retrospectively measured LDN‐PSA, total PSA (tPSA), and free PSA/tPSA (F/T PSA) values in 718 men who underwent a Pbx in 3 academic urology clinics in Japan and Canada (Pbx cohort) and in 174 PC patients who subsequently underwent radical prostatectomy in Australia (preop‐PSA cohort). The assays were evaluated using the area under the receiver operating characteristics curve (AUC) and decision curve analyses to discriminate CSPC. In the Pbx cohort, LDN‐PSAD (AUC 0.860) provided significantly better clinical performance for discriminating CSPC compared with LDN‐PSA (AUC 0.827, P = 0.0024), PSAD (AUC 0.809, P < 0.0001), tPSA (AUC 0.712, P < 0.0001), and F/T PSA (AUC 0.661, P < 0.0001). The decision curve analysis showed that using a risk threshold of 20% and adding LDN‐PSA and LDN‐PSAD to the base model (age, digital rectal examination status, tPSA, and F/T PSA) permitted avoidance of even more biopsies without missing CSPC (9.89% and 18.11%, respectively vs 2.23% [base model]). In the preop‐PSA cohort, LDN‐PSA values positively correlated with tumor volume and tPSA and were significantly higher in pT3, pathological Gleason score ≥ 7. Limitations include limited sample size, retrospective nature, and no family history information prior to biopsy. LacdiNAc‐glycosylated PSA is significantly better than the conventional PSA test in identifying patients with CSPC. This study was approved by the ethics committee of each institution (“The Study about Carbohydrate Structure Change in Urological Disease”; approval no. 2014‐195).
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Affiliation(s)
- Tohru Yoneyama
- Department of Advanced Transplant and Regenerative Medicine, Hirosaki University Graduate School of Medicine, Hirosaki, Japan.,Department of Urology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| | - Yuki Tobisawa
- Department of Urology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| | | | - Takatoshi Kaya
- Corporate R&D Headquarters, Konica Minolta, Tokyo, Japan
| | - Shingo Hatakeyama
- Department of Urology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| | - Kazuyuki Mori
- Department of Urology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| | - Mihoko Sutoh Yoneyama
- Department of Cancer Immunology and Cell Biology, Oyokyo Kidney Research Institute, Hirosaki, Japan
| | - Teppei Okubo
- Department of Urology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Koji Mitsuzuka
- Department of Urology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | | | | | - Yasuhiro Hashimoto
- Department of Urology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| | - Akihiro Ito
- Department of Urology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Takuya Koie
- Department of Urology, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Yoshihiko Suda
- Corporate R&D Headquarters, Konica Minolta, Tokyo, Japan
| | - Robert A Gardiner
- Department of Urology, Royal Brisbane and Women's Hospital, Brisbane, Australia.,Faculty of Medicine, The University of Queensland, Herston, Queensland, Australia
| | - Chikara Ohyama
- Department of Advanced Transplant and Regenerative Medicine, Hirosaki University Graduate School of Medicine, Hirosaki, Japan.,Department of Urology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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11
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Stolk TT, de Jong IJ, Kwee TC, Luiting HB, Mahesh SVK, Doornweerd BHJ, Willemse PPM, Yakar D. False positives in PIRADS (V2) 3, 4, and 5 lesions: relationship with reader experience and zonal location. Abdom Radiol (NY) 2019; 44:1044-1051. [PMID: 30737547 DOI: 10.1007/s00261-019-01919-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
PURPOSE To investigate the effect of reader experience and zonal location on the occurrence of false positives (FPs) in PIRADS (V2) 3, 4, and 5 lesions on multiparametric (MP)-MRI of the prostate. MATERIALS AND METHODS This retrospective study included 139 patients who had consecutively undergone an MP-MRI of the prostate in combination with a transrectal ultrasound MRI fusion-guided biopsy between 2014 and 2017. MRI exams were prospectively read by a group of inexperienced radiologists (cohort 1; 54 patients) and an experienced radiologist (cohort 2; 85 patients). Multivariable logistic regression analysis was performed to determine the association of experience of the radiologist and zonal location with a FP reading. FP rates were compared between readings by inexperienced and experienced radiologists according to zonal location, using Chi-square (χ2) tests. RESULTS A total of 168 lesions in 139 patients were detected. Median patient age was 68 years (Interquartile range (IQR) 62.5-73), and median PSA was 10.9 ng/mL (IQR 7.6-15.9) for the entire patient cohort. According to multivariable logistic regression, inexperience of the radiologist was significantly (P = 0.044, odds ratio 1.927, 95% confidence interval [CI] 1.017-3.651) and independently associated with a FP reading, while zonal location was not (P = 0.202, odds ratio 1.444, 95% CI 0.820-2.539). In the transition zone (TZ), the FP rate of the inexperienced radiologists 59% (17/29) was significantly higher (χ2P = 0.033) than that of the experienced radiologist 33% (13/40). CONCLUSION Inexperience of the radiologist is significantly and independently associated with a FP reading, while zonal location is not. Inexperienced radiologists have a significantly higher FP rate in the TZ.
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12
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Gallium 68-PSMA PET/CT for lesion characterization in suspected cases of prostate carcinoma. Nucl Med Commun 2018; 39:1013-1021. [DOI: 10.1097/mnm.0000000000000906] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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13
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Sun M, Kang L, Cui Y, Li G. Application of a novel targeting nanoparticle contrast agent combined with magnetic resonance imaging in the diagnosis of intraductal papillary mucinous neoplasm. Exp Ther Med 2018; 16:1216-1224. [PMID: 30116372 PMCID: PMC6090224 DOI: 10.3892/etm.2018.6349] [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: 11/21/2016] [Accepted: 11/24/2017] [Indexed: 11/06/2022] Open
Abstract
Intraductal papillary mucinous neoplasm (IPMN) is a severe disease with macroscopic visible mucin secretion that primarily occurs in biliary tracts or pancreatic ducts. In comparison with standard diagnostic imaging, probing the molecular abnormalities associated with the initial stages of diseases rather than imaging the end effects markedly improves the accuracy of diagnosis. In the present study, magnetic resonance imaging (MRI) in combination with the contrast agent PEGylated magnetoliposome consisting of gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid (Gd-EOB-DTPA) and target molecules of IPMN were investigated in the diagnosis of patients with suspected IPMN. The present investigation indicated that the novel targeting nanoparticle contrast agent targeted platelet-derived growth factor receptor-β and RET, and maintained a high affinity with tumor markers located on the IPMN surface. The novel targeting nanoparticle contrast agent combined with MRI exhibited increased sensitivity in diagnosing early-stage patients with IPMN. Furthermore, image quality was improved following the use of the novel targeting nanoparticle contrast agent combined with MRI compared with standard MRI. The targeting nanoparticle contrast agent retained sufficient affinity and was present for an adequate amount of time to observe the tumor mass in papillae using MRI. Notably, the targeting nanoparticle contrast agent was metabolized at 12 h post-injection. In conclusion, these outcomes indicate that the novel targeting nanoparticle contrast agent combined with MRI improved image quality and sensitivity compared with standard MRI, which suggests that this approach may be promising for clinical detection in patients with suspected IPMN.
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Affiliation(s)
- Min Sun
- NMR Department, Cangzhou Central Hospital, Cangzhou, Hebei 061000, P.R. China
| | - Liqing Kang
- NMR Department, Cangzhou Central Hospital, Cangzhou, Hebei 061000, P.R. China
| | - Yanchao Cui
- Emergency Department, Beijing University of Chinese Medicine, The Third Affiliated Hospital, Beijing 100029, P.R. China
| | - Guoce Li
- NMR Department, Cangzhou Central Hospital, Cangzhou, Hebei 061000, P.R. China
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14
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Xi Y, Liu A, Olumba F, Lawson P, Costa DN, Yuan Q, Khatri G, Yokoo T, Pedrosa I, Lenkinski RE. Low-to-high b value DWI ratio approaches in multiparametric MRI of the prostate: feasibility, optimal combination of b values, and comparison with ADC maps for the visual presentation of prostate cancer. Quant Imaging Med Surg 2018; 8:557-567. [PMID: 30140618 DOI: 10.21037/qims.2018.06.08] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Background Diffusion-weighted imaging (DWI) is considered by experts as one of the key elements in multi-parametric magnetic resonance imaging (mpMRI) employed in oncological studies outside the brain. A low-to-high b value ratio DWI has been proposed as an approach to decrease acquisition time and simplify the analysis of DWI data without the need to use a mathematical model. Methods Forty-three men with biopsy-proven prostate cancer (PCa) who underwent mpMRI of the prostate were included. Apparent diffusion coefficient (ADC) maps were created in the MRI scanner using a mono-exponential algorithm [b value (× number of averages) =0 (×1), 10 (×1), 25 (×1), 50 (×1), 100 (×1), 250 (×1), 450 (×1), 1,000 (×2), 1,500 (×3), and 2,000 (×5) s/mm2]. DWI ratio images were calculated with three previously estimated optimal b value combinations: (I) b=100 and b=1,000 s/mm2 (R1); (II) b=100 and b=1,500 s/mm2 (R2); and (III) b=100 and b=2,000 s/mm2 (R3). For quantitative analysis, contrast-to-noise ratio (CNR) between normal and cancerous tissue was compared between the ADC maps and the DWI ratio images in terms of noninferiority. For qualitative analysis, two radiologists read all images in a randomized order without knowing whether the presented image was an ADC map or a DWI ratio image. All images were scored in terms of artifacts, cancer conspicuity and overall image quality with a 5-point scale. Agreement between the readers was assessed by weighted kappa statistics. Agreement was considered as poor when kappa <0.4, fair to good when kappa >0.4 and <0.75 and excellent when kappa >0.75. Mean scores were compared between ADC and each of the DWI ratio images. Agreement between ADC maps and DWI ratio based synthetic ADC were assessed by intraclass correlation (ICC). Values less than 0.5, between 0.5 and 0.75, between 0.75 and 0.9, and greater than 0.90 were indicative of poor, moderate, good, and excellent reliability, respectively. Median difference between low and intermediate/high risk were tested. Results Quantitative analysis shows DWI ratio images were not inferior to ADC maps quantitatively [P=0.0298 (ADC vs. R1), <0.0001 (ADC vs. R2) and <0.0001 (ADC vs. R3)]. Qualitatively, DWI ratio images were no more than 0.5 point on Likert scale lower than ADC in overall quality [P=0.0043 (ADC vs. R1), <0.0001 (ADC vs. R2), <0.0001 (ADC vs. R3)]. Reader agreement for the qualitative analysis was good to excellent (weighted kappa =0.4-0.7). Agreement between ADC maps and the synthetic ADC's were excellent. Significant difference between low and intermediate/high risk were found in all measurements on average (all P values <0.05). Conclusions We presented an analytical method for searching for the optimal combination of high and low b values for DWI ratio images in terms of minimizing CNR between cancer and surrounding benign tissues. Optimized DWI ratio images are comparable both quantitatively and qualitatively to ADC maps for the interpretation of DWI data in the context of prostate mpMRI.
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Affiliation(s)
- Yin Xi
- Department of Radiology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Alexander Liu
- Medical School, UT Southwestern Medical Center, Dallas, TX, USA
| | - Franklin Olumba
- Medical School, UT Southwestern Medical Center, Dallas, TX, USA
| | - Parker Lawson
- Medical School, UT Southwestern Medical Center, Dallas, TX, USA
| | - Daniel N Costa
- Department of Radiology, UT Southwestern Medical Center, Dallas, TX, USA.,Advanced Imaging Research Center, UT Southwestern Medical Center, Dallas, TX, USA
| | - Qing Yuan
- Department of Radiology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Gaurav Khatri
- Department of Radiology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Takeshi Yokoo
- Department of Radiology, UT Southwestern Medical Center, Dallas, TX, USA.,Advanced Imaging Research Center, UT Southwestern Medical Center, Dallas, TX, USA
| | - Ivan Pedrosa
- Department of Radiology, UT Southwestern Medical Center, Dallas, TX, USA.,Advanced Imaging Research Center, UT Southwestern Medical Center, Dallas, TX, USA.,Department of Urology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Robert E Lenkinski
- Department of Radiology, UT Southwestern Medical Center, Dallas, TX, USA.,Advanced Imaging Research Center, UT Southwestern Medical Center, Dallas, TX, USA
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15
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Lorentz J, Liu SK, Vesprini D. Male Oncology Research and Education program for men at high risk for prostate cancer. ACTA ACUST UNITED AC 2018; 25:170-175. [PMID: 29719433 DOI: 10.3747/co.25.3818] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Three groups of men are at high risk of developing prostate cancer: men with a strong family history of prostate cancer, men of West African or Caribbean ancestry, and men with a germline pathogenic variant in a prostate cancer-associated gene. Despite the fact that those men constitute a significant portion of the male population in North America, few recommendations for prostate cancer screening specific to them have been developed. For men at general population risk for prostate cancer, screening based on prostate-specific antigen (psa) has remained controversial despite the abundance of literature on the topic. As a result, recommendations made by major screening authorities are inconsistent (ranging from no psa screening to baseline psa screening at age 45), allowing physicians to pick and choose how to screen their patients. The Male Oncology Research and Education (more) program is an observational research program that serves as an academic platform for multiple research foci. For its participants, serum and dna are biobanked, medical information is collected, and contact for relevant research-related opportunities is maintained. This research program is paired with a specialized clinic called the more clinic, where men at high risk are regularly screened for prostate cancer in a standard approach that includes physical examination and serum psa measurement. In this article, we describe the goals, participant accrual to date, and projects specific to this unique program.
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Affiliation(s)
- J Lorentz
- Radiation Oncology, Sunnybrook Odette Cancer Centre, Toronto, ON
| | - S K Liu
- Radiation Oncology, Sunnybrook Odette Cancer Centre, Toronto, ON.,Department of Radiation Oncology, University of Toronto, Toronto, ON
| | - D Vesprini
- Radiation Oncology, Sunnybrook Odette Cancer Centre, Toronto, ON.,Department of Radiation Oncology, University of Toronto, Toronto, ON
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16
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Schalk SG, Huang J, Li J, Demi L, Wijkstra H, Huang P, Mischi M. 3-D Quantitative Dynamic Contrast Ultrasound for Prostate Cancer Localization. ULTRASOUND IN MEDICINE & BIOLOGY 2018; 44:807-814. [PMID: 29395678 DOI: 10.1016/j.ultrasmedbio.2017.12.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2017] [Revised: 11/10/2017] [Accepted: 12/03/2017] [Indexed: 06/07/2023]
Abstract
To investigate quantitative 3-D dynamic contrast-enhanced ultrasound (DCE-US) and, in particular 3-D contrast-ultrasound dispersion imaging (CUDI), for prostate cancer detection and localization, 43 patients referred for 10-12-core systematic biopsy underwent 3-D DCE-US. For each 3-D DCE-US recording, parametric maps of CUDI-based and perfusion-based parameters were computed. The parametric maps were divided in regions, each corresponding to a biopsy core. The obtained parameters were validated per biopsy location and after combining two or more adjacent regions. For CUDI by correlation (r) and for the wash-in time (WIT), a significant difference in parameter values between benign and malignant biopsy cores was found (p < 0.001). In a per-prostate analysis, sensitivity and specificity were 94% and 50% for r, and 53% and 81% for WIT. Based on these results, it can be concluded that quantitative 3-D DCE-US could aid in localizing prostate cancer. Therefore, we recommend follow-up studies to investigate its value for targeting biopsies.
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Affiliation(s)
- Stefan G Schalk
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands; Department of Urology, Academic Medical Center, Amsterdam, The Netherlands.
| | - Jing Huang
- Department of Ultrasound, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Jia Li
- Department of Ultrasound, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Libertario Demi
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Hessel Wijkstra
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands; Department of Urology, Academic Medical Center, Amsterdam, The Netherlands
| | - Pintong Huang
- Department of Ultrasound, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Massimo Mischi
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
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17
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Kumar V, Bora GS, Kumar R, Jagannathan NR. Multiparametric (mp) MRI of prostate cancer. PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY 2018; 105:23-40. [PMID: 29548365 DOI: 10.1016/j.pnmrs.2018.01.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2017] [Revised: 01/17/2018] [Accepted: 01/28/2018] [Indexed: 06/08/2023]
Abstract
Prostate cancer (PCa) is one of the most prevalent cancers in men. A large number of men are detected with PCa; however, the clinical behavior ranges from low-grade indolent tumors that never develop into a clinically significant disease to aggressive, invasive tumors that may rapidly progress to metastatic disease. The challenges in clinical management of PCa are at levels of screening, diagnosis, treatment, and follow-up after treatment. Magnetic resonance imaging (MRI) methods have shown a potential role in detection, localization, staging, assessment of aggressiveness, targeting biopsies, etc. in PCa patients. Multiparametric MRI (mpMRI) is emerging as a better option compared to the individual imaging methods used in the evaluation of PCa. There are attempts to improve the reproducibility and reliability of mpMRI by using an objective scoring system proposed in the prostate imaging reporting and data system (PIRADS) for standardized reporting. Prebiopsy mpMRI may be used to detect PCa in men with elevated prostate-specific antigen or abnormal digital rectal examination and to enable targeted biopsies. mpMRI can also be used to decide on clinical management of patients, for example active surveillance, and may help in detecting only the pathology that requires detection. It can potentially not only guide patient selection for initial and repeat biopsy but also reduce false-negative biopsies. This review presents a description of the MR methods most commonly applied for investigations of prostate. The anatomical, functional and metabolic parameters obtained from these MR methods are discussed with regard to their physical basis and their contribution to mpMRI investigations of PCa.
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Affiliation(s)
- Virendra Kumar
- Department of NMR & MRI Facility, All India Institute of Medical Sciences, Ansari Nagar, New Delhi 110029, India.
| | - Girdhar S Bora
- Department of Urology, Post-Graduate Institute of Medical Sciences, Chandigarh 160012, India
| | - Rajeev Kumar
- Department of Urology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi 110029, India
| | - Naranamangalam R Jagannathan
- Department of NMR & MRI Facility, All India Institute of Medical Sciences, Ansari Nagar, New Delhi 110029, India.
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18
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Wei C, Jin B, Szewczyk-Bieda M, Gandy S, Lang S, Zhang Y, Huang Z, Nabi G. Quantitative parameters in dynamic contrast-enhanced magnetic resonance imaging for the detection and characterization of prostate cancer. Oncotarget 2018; 9:15997-16007. [PMID: 29662622 PMCID: PMC5882313 DOI: 10.18632/oncotarget.24652] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Accepted: 02/25/2018] [Indexed: 11/30/2022] Open
Abstract
Objectives to assess the diagnostic accuracy of quantitative parameters of DCE-MRI in multi-parametric MRI (mpMRI) in comparison to the histopathology (including Gleason grade) of prostate cancer. Patients and methods 150 men with suspected prostate cancer (abnormal digital rectum examination and or elevated prostate-specific antigen) received pre-biopsy 3T mpMRI and were recruited into peer-reviewed, protocol-based prospective study. The DCE-MRI quantitative parameters (Ktrans (influx transfer constant) and kep (efflux rate constant)) of the cancerous and normal areas were recorded using four different kinetic models employing Olea Sphere (Olea Medical, La Ciotat, France). The correlation between these parameters and the histopathology of the lesions (biopsy and in a sub-cohort 41 radical prostatectomy specimen) was assessed. Results The quantitative parameters showed a significant difference between non-cancerous (benign) and cancerous lesions (Gleason score≥3+3) in the prostate gland. The cut-off values for prostate cancer differentiation were: Ktrans (0.205 min−1) and kep (0.665 min−1) in the extended Tofts model (ET) and Ktrans(0.205 min−1 and kep (0.63 min−1) in the Lawrence and Lee delay (LD) models respectively. The mean Ktrans value also showed a difference between low-grade cancer (Gleason score=3+3) and high-grade cancer (Gleason score ≥ 3+4). With the addition of DCE-MRI quantitative parameters, the sensitivity of the PIRAD scoring system was increased from 56.6% to 92.1% (Ktrans_ET), 93.1% (kep_ET), 91.0%, (Ktrans_LD) and 89.4% (kep_LD). Conclusion Quantitative DCE-MRI parameters improved the diagnostic performance of conventional MRI in distinguishing normal and prostate cancers, including characterization of grade of cancers. The ET and LD models in post-image processing analysis provided better cut-off values for prostate cancer differentiation than the other quantitative DCE-MRI parameters.
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Affiliation(s)
- Cheng Wei
- Division of Cancer Research, School of Medicine, University of Dundee, Ninewells Hospital, Dundee DD1 9SY, UK
| | - Bowen Jin
- Division of Cancer Research, School of Medicine, University of Dundee, Ninewells Hospital, Dundee DD1 9SY, UK.,School of Science and Engineering, University of Dundee, Dundee DD1 4HN, UK
| | - Magdalena Szewczyk-Bieda
- Division of Cancer Research, School of Medicine, University of Dundee, Ninewells Hospital, Dundee DD1 9SY, UK.,Department of Clinical Radiology, Ninewells Hospital, Dundee DD1 9SY, UK
| | - Stephen Gandy
- Department of Medical Physics, Ninewells Hospital, Dundee DD1 9SY, UK
| | - Stephen Lang
- Department of Pathology, Ninewells Hospital, Dundee DD1 9SY, UK
| | - Yilong Zhang
- School of Science and Engineering, University of Dundee, Dundee DD1 4HN, UK
| | - Zhihong Huang
- School of Science and Engineering, University of Dundee, Dundee DD1 4HN, UK
| | - Ghulam Nabi
- Division of Cancer Research, School of Medicine, University of Dundee, Ninewells Hospital, Dundee DD1 9SY, UK
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19
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How to conduct a high-quality systematic review on diagnostic research topics. Surg Oncol 2018; 27:70-75. [DOI: 10.1016/j.suronc.2017.11.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Accepted: 11/29/2017] [Indexed: 11/22/2022]
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20
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Zhang K, Du X, Yu K, Zhang K, Zhou Y. Application of novel targeting nanoparticles contrast agent combined with contrast-enhanced computed tomography during screening for early-phase gastric carcinoma. Exp Ther Med 2017; 15:47-54. [PMID: 29387181 PMCID: PMC5769276 DOI: 10.3892/etm.2017.5388] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2016] [Accepted: 05/05/2017] [Indexed: 12/12/2022] Open
Abstract
Gastric cancer is one of the most common human tumors worldwide. The biggest bottleneck is a lack of advanced and sensitive protocols for the diagnosis of patients with early-stage gastric cancer. Therefore, more sensitive methods of diagnosing gastric cancer are urgently required to improve survival rates. In this clinical study, contrast-enhanced computed tomography (CECT) with targeting nanoparticles contrast agent (CECT-TNCA) was used to diagnose early-stage gastric cancer. The specific-targeted tyrosine kinase inhibitors of gastric cancer, including platelet-derived growth factor receptor-β, Ret and Kit, were used as TNCAs. A total of 484 patients with suspected gastric cancer were voluntarily recruited to investigate the efficacy of CECT-TNCA in the diagnosis of patients with early-stage gastric cancer. Patients with suspected gastric cancer were subjected CT and CECT-TNCA to detect whether gastric tumors existed. TNCA was orally administered before CT and CECT-TNCA (20 min). Our diagnostic data revealed that CECT-TNCA improved sensitivity and provided a new protocol to diagnose tumors in patients with suspected gastric cancer at the early stage. In addition, imaging using CECT-TNCA enabled the visualization of tiny nodules in the gastric area. CECT-TNCA diagnosed 182 patients with suspected gastric cancer as tumor-free. CECT-TNCA confirmed gastric cancer in 302 patients. Our novel diagnosis indicated significantly (P<0.01) differential signal enhancement in the gastric nodules via CECT-TNCA compared with CT, suggesting higher accuracy and the accumulation of TNCA in tumor nodules in the stomach. Furthermore, survival rates of patients detected by early-diagnosis of CECT-TNCA were significantly higher than the mean five-year survival (P<0.01). In conclusion, our investigations demonstrate that the sensibility and accuracy of CT is improved through combination with liposome-encapsulated nanoparticle contrast agent for the diagnosis of early stage gastric cancer when compared with single CT detection. CECT-TNCA improves the accuracy of CT and diagnostic confidence in assessing mural enhancement in patients with suspected gastric cancer.
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Affiliation(s)
- Kaimin Zhang
- Physical Examination Center, Xianning Central Hospital, Xianning, Hubei 437000, P.R. China
| | - Xijian Du
- Department of Radiology, Xianning Central Hospital, Xianning, Hubei 437000, P.R. China
| | - Kaihu Yu
- Department of Radiology, Xianning Central Hospital, Xianning, Hubei 437000, P.R. China
| | - Kaiyu Zhang
- Department of Radiology, The First People's Hospital of Xianning City, Xianning, Hubei 437000, P.R. China
| | - Yicheng Zhou
- Department of Radiology, Tongji Medical College, Huazhong University of Science Tongji Hospital, Wuhan, Hubei 430030, P.R. China
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21
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Borkowetz A, Hadaschik B, Platzek I, Toma M, Torsev G, Renner T, Herout R, Baunacke M, Laniado M, Baretton G, Radtke JP, Kesch C, Hohenfellner M, Froehner M, Schlemmer HP, Wirth M, Zastrow S. Prospective comparison of transperineal magnetic resonance imaging/ultrasonography fusion biopsy and transrectal systematic biopsy in biopsy-naïve patients. BJU Int 2017; 121:53-60. [PMID: 28921850 DOI: 10.1111/bju.14017] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
OBJECTIVES To evaluate the value of multiparametric magnetic resonance imaging (mpMRI) in the detection of significant prostate cancer (PCa) and to compare transperineal MRI/ultrasonography fusion biopsy (fusPbx) with conventional transrectal systematic biopsy (sysPbx) in biopsy-naïve patients. PATIENTS AND METHODS This multicentre, prospective trial investigated biopsy-naïve patients with suspicion of PCa undergoing transperineal fusPbx in combination with transrectal sysPbx (comPbx). The primary outcome was the detection of significant PCa, defined as Gleason pattern 4 or 5. We analysed the results after a study period of 2 years. RESULTS The study included 214 patients. The median (range) number of targeted and systematic cores was 6 (2-15) and 12 (6-18), respectively. The overall PCa detection rate of comPbx was 52%. FusPbx detected more PCa than sysPbx (47% vs 43%; P = 0.15). The detection rate of significant PCa was 38% for fusPbx and 35% for sysPbx (P = 0.296). The rate of missed significant PCa was 14% in fusPbx and 21% in sysPbx. ComPbx detected significantly more significant PCa than fusPbx and sysPbx alone (44% vs 38% vs 35%; P < 0.005). In patients presenting with Prostate Imaging Reporting and Data System (PI-RADS) 4 and 5 lesions there was a higher detection rate of significant PCa than in patients presenting with PI-RADS ≤3 lesions in comPbx (61% vs 14%; P < 0.005). CONCLUSIONS For biopsy-naïve men with tumour-suspicious lesions in mpMRI, the combined approach outperformed both fusPbx and sysPbx in the detection of overall PCa and significant PCa. Thus, biopsy-naïve patients may benefit from sysPbx in combination with mpMRI targeted fusPbx.
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Affiliation(s)
| | - Boris Hadaschik
- Department of Urology, University Hospital Heidelberg, Heidelberg, Germany.,Department of Urology, University Hospital Essen, Essen, Germany
| | - Ivan Platzek
- Department of Radiology and Interventional Radiology, Technische Universität Dresden, Dresden, Germany
| | - Marieta Toma
- Department of Pathology, Technische Universität Dresden, Dresden, Germany
| | - Georgi Torsev
- Department of Urology, University Hospital Heidelberg, Heidelberg, Germany
| | - Theresa Renner
- Department of Urology, Technische Universität Dresden, Dresden, Germany
| | - Roman Herout
- Department of Urology, Technische Universität Dresden, Dresden, Germany
| | - Martin Baunacke
- Department of Urology, Technische Universität Dresden, Dresden, Germany
| | - Michael Laniado
- Department of Radiology and Interventional Radiology, Technische Universität Dresden, Dresden, Germany
| | - Gustavo Baretton
- Department of Pathology, Technische Universität Dresden, Dresden, Germany
| | - Jan Philipp Radtke
- Department of Urology, University Hospital Heidelberg, Heidelberg, Germany
| | - Claudia Kesch
- Department of Urology, University Hospital Heidelberg, Heidelberg, Germany
| | | | - Michael Froehner
- Department of Urology, Technische Universität Dresden, Dresden, Germany
| | | | - Manfred Wirth
- Department of Urology, Technische Universität Dresden, Dresden, Germany
| | - Stefan Zastrow
- Department of Urology, Technische Universität Dresden, Dresden, Germany
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22
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A randomized trial of early detection of clinically significant prostate cancer (ProScreen): study design and rationale. Eur J Epidemiol 2017; 32:521-527. [PMID: 28762124 DOI: 10.1007/s10654-017-0292-5] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Accepted: 07/27/2017] [Indexed: 12/11/2022]
Abstract
The current evidence of PSA-based prostate cancer screening shows a reduction in cause-specific mortality, but with substantial overdiagnosis. Recently, new developments in detection of clinically relevant prostate cancer include multiple kallikreins as biomarkers besides PSA, and multiparametric magnetic resonance imaging (mpMRI) for biopsy decision. They offer opportunities for improving the outcomes in screening, particularly reduction in overdiagnosis and higher specificity for potentially lethal cancer. A population-based randomized screening trial will be started, with 67,000 men aged 55-67 years at entry. A quarter of the men will be allocated to the intervention arm, and invited to screening. The control arm will receive no intervention. All men in the screening arm will be offered a serum PSA determination. Those with PSA of 3 ng/ml or higher will have an additional multi-kallikrein panel and those with indications of increased risk of clinically relevant prostate cancer will undergo mpMRI. Men with a malignancy-suspect finding in MRI are referred to targeted biopsies. Screening interval is 6 years for men with baseline PSA < 1.5 ng/ml, 4 years with PSA 1.5-3.0 and 2 years if initial PSA > 3. The main outcome of the trial is prostate cancer mortality, with analysis at 10 and 15 years. The statistical power is sufficient for detecting a 28% reduction at 10 years and 22% at 15 years. The proposed study has the potential to provide the evidence to justify screening as a public health policy if mortality benefit can be sustained with substantially reduced overdiagnosis.
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23
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Accuracy of shear wave elastography for the diagnosis of prostate cancer: A meta-analysis. Sci Rep 2017; 7:1949. [PMID: 28512326 PMCID: PMC5434001 DOI: 10.1038/s41598-017-02187-0] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Accepted: 04/20/2017] [Indexed: 02/07/2023] Open
Abstract
Many studies have established the high diagnostic accuracy of shear wave elastography (SWE) for the detection of prostate cancer (PCa); however, its utility remains a subject of debate. This meta-analysis sought to appraise the overall accuracy of SWE for the detection of PCa. A literature search of the PubMed, Embase, Cochrane Library, Web of Science and CNKI (China National Knowledge Infrastructure) databases was conducted. In all of the included studies, the diagnostic accuracy of SWE was compared with that of histopathology, which was used as a standard. Data were pooled, and the sensitivity, specificity, area under the curve (AUC), positive likelihood ratio (PLR), negative likelihood ratio (NLR), and diagnostic odds ratio (DOR) were calculated to estimate the accuracy of SWE. The pooled sensitivity and specificity for the diagnosis of PCa by SWE were 0.844 (95% confidence interval: 0.696–0.927) and 0.860 (0.792–0.908), respectively. The AUC was 0.91 (0.89–0.94), the PLR was 6.017 (3.674–9.853), and the NLR was 0.182 (0.085–0.389). The DOR was 33.069 (10.222–106.982). Thus, SWE exhibited high accuracy for the detection of PCa using histopathology as a diagnostic standard. Moreover, SWE may reduce the number of core biopsies needed.
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24
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Hagiwara K, Tobisawa Y, Kaya T, Kaneko T, Hatakeyama S, Mori K, Hashimoto Y, Koie T, Suda Y, Ohyama C, Yoneyama T. Wisteria floribunda Agglutinin and Its Reactive-Glycan-Carrying Prostate-Specific Antigen as a Novel Diagnostic and Prognostic Marker of Prostate Cancer. Int J Mol Sci 2017; 18:ijms18020261. [PMID: 28134773 PMCID: PMC5343797 DOI: 10.3390/ijms18020261] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Revised: 01/17/2017] [Accepted: 01/19/2017] [Indexed: 01/09/2023] Open
Abstract
Wisteria floribunda agglutinin (WFA) preferably binds to LacdiNAc glycans, and its reactivity is associated with tumor progression. The aim of this study to examine whether the serum LacdiNAc carrying prostate-specific antigen–glycosylation isomer (PSA-Gi) and WFA-reactivity of tumor tissue can be applied as a diagnostic and prognostic marker of prostate cancer (PCa). Between 2007 and 2016, serum PSA-Gi levels before prostate biopsy (Pbx) were measured in 184 biopsy-proven benign prostatic hyperplasia patients and 244 PCa patients using an automated lectin-antibody immunoassay. WFA-reactivity on tumor was analyzed in 260 radical prostatectomy (RP) patients. Diagnostic and prognostic performance of serum PSA-Gi was evaluated using area under the receiver-operator characteristic curve (AUC). Prognostic performance of WFA-reactivity on tumor was evaluated via Cox proportional hazards regression analysis and nomogram. The AUC of serum PSA-Gi detecting PCa and predicting Pbx Grade Group (GG) 3 and GG ≥ 3 after RP was much higher than those of conventional PSA. Multivariate analysis showed that WFA-reactivity on prostate tumor was an independent risk factor of PSA recurrence. The nomogram was a strong model for predicting PSA-free survival provability with a c-index ≥0.7. Serum PSA-Gi levels and WFA-reactivity on prostate tumor may be a novel diagnostic and pre- and post-operative prognostic biomarkers of PCa, respectively.
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Affiliation(s)
- Kazuhisa Hagiwara
- Department of Urology, Hirosaki University Graduate School of Medicine, Hirosaki 036-8562, Japan.
| | - Yuki Tobisawa
- Department of Urology, Hirosaki University Graduate School of Medicine, Hirosaki 036-8562, Japan.
| | - Takatoshi Kaya
- Corporate R&D Headquarters, Konica Minolta, Inc., Hino-shi, Tokyo 191-8511, Japan.
| | - Tomonori Kaneko
- Corporate R&D Headquarters, Konica Minolta, Inc., Hino-shi, Tokyo 191-8511, Japan.
| | - Shingo Hatakeyama
- Department of Urology, Hirosaki University Graduate School of Medicine, Hirosaki 036-8562, Japan.
| | - Kazuyuki Mori
- Department of Urology, Hirosaki University Graduate School of Medicine, Hirosaki 036-8562, Japan.
| | - Yasuhiro Hashimoto
- Department of Advanced Transplant and Regenerative Medicine, Hirosaki University Graduate School of Medicine, Hirosaki 036-8562, Japan.
| | - Takuya Koie
- Department of Urology, Hirosaki University Graduate School of Medicine, Hirosaki 036-8562, Japan.
| | - Yoshihiko Suda
- Corporate R&D Headquarters, Konica Minolta, Inc., Hino-shi, Tokyo 191-8511, Japan.
| | - Chikara Ohyama
- Department of Urology, Hirosaki University Graduate School of Medicine, Hirosaki 036-8562, Japan.
- Department of Advanced Transplant and Regenerative Medicine, Hirosaki University Graduate School of Medicine, Hirosaki 036-8562, Japan.
| | - Tohru Yoneyama
- Department of Urology, Hirosaki University Graduate School of Medicine, Hirosaki 036-8562, Japan.
- Department of Advanced Transplant and Regenerative Medicine, Hirosaki University Graduate School of Medicine, Hirosaki 036-8562, Japan.
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25
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Haider MA, Yao X, Loblaw A, Finelli A. Evidence-based guideline recommendations on multiparametric magnetic resonance imaging in the diagnosis of prostate cancer: A Cancer Care Ontario clinical practice guideline. Can Urol Assoc J 2017; 11:E1-E7. [PMID: 28163805 PMCID: PMC5262504 DOI: 10.5489/cuaj.3968] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
This clinical guideline focuses on: 1) the use of multiparametric magnetic resonance imaging (mpMRI) in diagnosing clinically significant prostate cancer (CSPC) in patients with an elevated risk of CSPC and who are biopsy-naïve; and 2) the use of mpMRI in diagnosing CSPC in patients with a persistently elevated risk of having CSPC and who have a negative transrectal ultrasound (TRUS)-guided systematic biopsy. The methods of the Practice Guideline Development Cycle were used. MEDLINE, EMBASE, the Cochrane Library (1997‒April 2014), main guideline websites, and relevant annual meeting abstracts (2011‒2014) were searched. Internal and external reviews were conducted. The two main recommendations are: Recommendation 1: In patients with an elevated risk of CSPC (according to prostate-specific antigen [PSA] levels and/or nomograms) who are biopsy-naïve: mpMRI followed by targeted biopsy (biopsy directed at cancer-suspicious foci detected with mpMRI) should not be considered the standard of care.Data from future research studies are essential and should receive high-impact trial funding to determine the value of mpMRI in this clinical context.Recommendation 2: In patients who had a prior negative TRUS-guided systematic biopsy and demonstrate an increasing risk of having CSPC since prior biopsy (e.g., continued rise in PSA and/or change in findings from digital rectal examination): mpMRI followed by targeted biopsy may be considered to help in detecting more CSPC patients compared with repeated TRUS-guided systematic biopsy.
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Affiliation(s)
- Masoom A. Haider
- University of Toronto and Sunnybrook Research Institute, Toronto, ON, Canada
| | - Xiaomei Yao
- Cancer Care Ontario, Program in Evidence-Based Care; McMaster University, Hamilton, ON, Canada
| | - Andrew Loblaw
- University of Toronto and Sunnybrook Research Institute, Toronto, ON, Canada
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26
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Gaunay G, Patel V, Shah P, Moreira D, Hall SJ, Vira MA, Schwartz M, Kreshover J, Ben-Levi E, Villani R, Rastinehad A, Richstone L. Role of multi-parametric MRI of the prostate for screening and staging: Experience with over 1500 cases. Asian J Urol 2016; 4:68-74. [PMID: 29264209 PMCID: PMC5730898 DOI: 10.1016/j.ajur.2016.09.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Accepted: 09/05/2016] [Indexed: 01/17/2023] Open
Abstract
Objective Contemporary prostate cancer (PCa) screening modalities such as prostate specific antigen (PSA) and digital rectal examination (DRE) are limited in their ability to predict the detection of clinically significant disease. Multi-parametric magnetic resonance imaging (mpMRI) of the prostate has been explored as a staging modality for PCa. Less is known regarding its utility as a primary screening modality. We examined our experience with mpMRI as both a screening and staging instrument. Methods mpMRI studies performed between 2012 and 2014 in patients without PCa were cross-referenced with transrectal ultrasonography (TRUS) biopsy findings. Statistical analyses were performed to determine association of mpMRI findings with overall cancer diagnoses and clinically significant (Gleason score ≥7) disease. Subgroup analyses were then performed on patients with a history of prior negative biopsy and those without a history of TRUS biopsy. mpMRI studies were also cross-referenced with RP specimens. Statistical analyses determined predictive ability of extracapsular extension (ECE), seminal vesicle involvement (SVI), and pathologic evidence of clinically significant disease (Gleason score ≥7). Results Four hundred biopsy naïve or prior negative biopsy patients had positive mpMRI studies. Overall sensitivity, specificity, positive and negative predictive values were 94%, 37%, 58%, and 87%, respectively and 95%, 31%, 42%, and 93%, respectively for overall cancer detection and Gleason score ≥7 disease. In patients with no prior biopsy history, mpMRI sensitivity, specificity, positive and negative predictive values were 94%, 36%, 65%, and 82%, for all cancers, and 95%, 30%, 50%, and 89% for Gleason score≥7 lesions, respectively. In those with prior negative biopsy sensitivity, specificity, positive and negative predictive values were 94%, 37%, 52%, and 90% for all cancers, and 96%, 32%, 36%, and 96% for Gleason score ≥7 lesions, respectively. Seventy-four patients underwent radical prostatectomy (RP) after mpMRI. Lesion size on mpMRI correlated with the presence of Gleason score ≥7 cancers (p = 0.005). mpMRI sensitivity, specificity, positive and negative predictive values were 84%, 39%, 81%, and 44% respectively, for Gleason ≥7 cancer. For ECE and SVI, sensitivity and specificity were 58% and 98% and 44% and 97%, respectively. Conclusion mpMRI is an accurate predictor of TRUS biopsy and RP outcomes. mpMRI has significant potential to change PCa management, particularly in the screening population, in whom a significant proportion may avoid TRUS biopsy. Further studies are necessary to determine how mpMRI should be incorporated into the current PCa screening and staging paradigms.
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Affiliation(s)
- Geoffrey Gaunay
- Department of Urology, The Smith Institute for Urology, Northwell Health, New Hyde Park, NY, USA
| | - Vinay Patel
- Department of Urology, The Smith Institute for Urology, Northwell Health, New Hyde Park, NY, USA
| | - Paras Shah
- Department of Urology, The Smith Institute for Urology, Northwell Health, New Hyde Park, NY, USA
| | - Daniel Moreira
- Department of Urology, University of Illinois Chicago, Chicago, IL, USA
| | - Simon J Hall
- Department of Urology, The Smith Institute for Urology, Northwell Health, New Hyde Park, NY, USA
| | - Manish A Vira
- Department of Urology, The Smith Institute for Urology, Northwell Health, New Hyde Park, NY, USA
| | - Michael Schwartz
- Department of Urology, The Smith Institute for Urology, Northwell Health, New Hyde Park, NY, USA
| | - Jessica Kreshover
- Department of Urology, The Smith Institute for Urology, Northwell Health, New Hyde Park, NY, USA
| | - Eran Ben-Levi
- Department of Urology, The Smith Institute for Urology, Northwell Health, New Hyde Park, NY, USA
| | - Robert Villani
- Department of Urology, The Smith Institute for Urology, Northwell Health, New Hyde Park, NY, USA
| | - Ardeshir Rastinehad
- Department of Urology & Interventional Radiology, Mount Sinai Health System, New York City, NY, USA
| | - Lee Richstone
- Department of Urology, The Smith Institute for Urology, Northwell Health, New Hyde Park, NY, USA
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27
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Gillies RJ, Beyer T. PET and MRI: Is the Whole Greater than the Sum of Its Parts? Cancer Res 2016; 76:6163-6166. [PMID: 27729326 DOI: 10.1158/0008-5472.can-16-2121] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Accepted: 08/19/2016] [Indexed: 01/22/2023]
Abstract
Over the past decades, imaging in oncology has been undergoing a "quiet" revolution to treat images as data, not as pictures. This revolution has been sparked by technological advances that enable capture of images that reflect not only anatomy, but also of tissue metabolism and physiology in situ Important advances along this path have been the increasing power of MRI, which can be used to measure spatially dependent differences in cell density, tissue organization, perfusion, and metabolism. In parallel, PET imaging allows quantitative assessment of the spatial localization of positron-emitting compounds, and it has also been constantly improving in the number of imageable tracers to measure metabolism and expression of macromolecules. Recent years have witnessed another technological advance, wherein these two powerful modalities have been physically merged into combined PET/MRI systems, appropriate for both preclinical or clinical imaging. As with all new enabling technologies driven by engineering physics, the full extent of potential applications is rarely known at the outset. In the work of Schmitz and colleagues, the authors have combined multiparametric MRI and PET imaging to address the important issue of intratumoral heterogeneity in breast cancer using both preclinical and clinical data. With combined PET and MRI and sophisticated machine-learning tools, they have been able identify multiple coexisting regions ("habitats") within living tumors and, in some cases, have been able to assign these habitats to known histologies. This work addresses an issue of fundamental importance to both cancer biology and cancer care. As with most new paradigm-shifting applications, it is not the last word on the subject and introduces a number of new avenues of investigation to pursue. Cancer Res; 76(21); 6163-6. ©2016 AACR.
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Affiliation(s)
- Robert J Gillies
- Department of Radiology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida. .,Department of Cancer Imaging, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Thomas Beyer
- Center for Medical Physics and Biomedical Engineering, Medical University Vienna, General Hospital Vienna, Vienna, Austria
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28
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Michaud L, Touijer KA. [Focus on molecular imaging in prostate cancer]. Prog Urol 2016; 26:619-627. [PMID: 27663306 DOI: 10.1016/j.purol.2016.08.017] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Revised: 07/14/2016] [Accepted: 08/22/2016] [Indexed: 12/17/2022]
Abstract
INTRODUCTION Prostate cancer is the most frequent cancer in men in France and it is a public health issue. This cancer is heterogenous. There is a clinical need of an accurate non-invasive imaging method to improve diagnosis, guide the choice of therapy and evaluate its efficacy. We undertook to critically review the different molecular imaging probes, currently used or in clinical trial. METHOD A systematic review of the literature was performed in Pubmed/Medline database by searching for articles in French or English published on PET tracer in prostate cancer in clinical application. RESULTS Several PET tracers are under investigation because of the low performance of the FDG in prostate cancer. In France, only two new PET tracers have the marketing authorization: the NaF and choline, but these tracers have several limitations. The NaF analyses only bone metastasis. The choline has changed the recurrence of prostate cancer but is not effective for recurrence with low PSA, furthermore its sensitivity is low for the detection of lymph nodes metastasis in initial disease. Several tracers in trial including the PSMA offer encouraging prospects in initial staging and for recurrences. CONCLUSION An accurate knowledge in molecular biology allowed to develop the metabolic imagery. Many new tracers are under evaluation in prostate cancer. The indication of each of them needs to be established.
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Affiliation(s)
- L Michaud
- Department of Surgery and Molecular Imaging and Therapy Service, Memorial Sloan Kettering Cancer Center, New York, NY, États-Unis
| | - K A Touijer
- Urology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, États-Unis; Department of Urology, Weill Cornell Medical College, New York, NY, États-Unis.
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29
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Scheltema MJ, Tay KJ, Postema AW, de Bruin DM, Feller J, Futterer JJ, George AK, Gupta RT, Kahmann F, Kastner C, Laguna MP, Natarajan S, Rais-Bahrami S, Rastinehad AR, de Reijke TM, Salomon G, Stone N, van Velthoven R, Villani R, Villers A, Walz J, Polascik TJ, de la Rosette JJMCH. Utilization of multiparametric prostate magnetic resonance imaging in clinical practice and focal therapy: report from a Delphi consensus project. World J Urol 2016; 35:695-701. [PMID: 27637908 PMCID: PMC5397427 DOI: 10.1007/s00345-016-1932-1] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Accepted: 09/06/2016] [Indexed: 12/25/2022] Open
Abstract
Purpose To codify the use of multiparametric magnetic resonance imaging (mpMRI) for the interrogation of prostate neoplasia (PCa) in clinical practice and focal therapy (FT). Methods An international collaborative consensus project was undertaken using the Delphi method among experts in the field of PCa. An online questionnaire was presented in three consecutive rounds and modified each round based on the comments provided by the experts. Subsequently, a face-to-face meeting was held to discuss and finalize the consensus results. Results mpMRI should be performed in patients with prior negative biopsies if clinical suspicion remains, but not instead of the PSA test, nor as a stand-alone diagnostic tool or mpMRI-targeted biopsies only. It is not recommended to use a 1.5 Tesla MRI scanner without an endorectal or pelvic phased-array coil. mpMRI should be performed following standard biopsy-based PCa diagnosis in both the planning and follow-up of FT. If a lesion is seen, MRI-TRUS fusion biopsies should be performed for FT planning. Systematic biopsies are still required for FT planning in biopsy-naïve patients and for patients with residual PCa after FT. Standard repeat biopsies should be taken during the follow-up of FT. The final decision to perform FT should be based on histopathology. However, these consensus statements may differ for expert centers versus non-expert centers. Conclusions The mpMRI is an important tool for characterizing and targeting PCa in clinical practice and FT. Standardization of acquisition and reading should be the main priority to guarantee consistent mpMRI quality throughout the urological community. Electronic supplementary material The online version of this article (doi:10.1007/s00345-016-1932-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- M J Scheltema
- Department of Urology, Academic Medical Center, Amsterdam, The Netherlands.
| | - K J Tay
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
| | - A W Postema
- Department of Urology, Academic Medical Center, Amsterdam, The Netherlands
| | - D M de Bruin
- Department of Urology, Academic Medical Center, Amsterdam, The Netherlands.,Department of Biomedical Engineering and Physics, Academic Medical Center, Amsterdam, The Netherlands
| | - J Feller
- Desert Medical Imaging, Indian Wells, CA, USA
| | - J J Futterer
- Department of Radiology, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands
| | - A K George
- Urologic Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - R T Gupta
- Department of Radiology, Duke University Medical Center, Durham, NC, USA
| | - F Kahmann
- Urologische Praxis Dr. Henkel and Dr. Kahmann, Berlin, Germany
| | - C Kastner
- CamPARI Prostate Cancer Clinic, Cambridge University Hospitals Trust, Cambridge, UK
| | - M P Laguna
- Department of Urology, Academic Medical Center, Amsterdam, The Netherlands
| | - S Natarajan
- Department of Urology, Surgery and Bioengineering, University of California, Los Angeles, CA, USA
| | - S Rais-Bahrami
- Department of Urology and Radiology, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - A R Rastinehad
- Department of Urology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - T M de Reijke
- Department of Urology, Academic Medical Center, Amsterdam, The Netherlands
| | - G Salomon
- Martini-Clinic Prostate Cancer Center, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - N Stone
- Department of Urology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - R van Velthoven
- Department of Urology, Institut Jules Bordet, Brussels, Belgium
| | - R Villani
- Department of Radiology, North Shore University Hospital, Northwell Health, NY, USA
| | - A Villers
- Department of Urology, Lille University Medical Center, Lille, France
| | - J Walz
- Department of Urology, Institut Paoli-Calmettes Cancer Centre, Marseille, France
| | - T J Polascik
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
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