1
|
Wang X, Xie Y, Zheng X, Liu B, Chen H, Li J, Ma X, Xiang J, Weng G, Zhu W, Wang G, Fang Y, Cheng H, Xie L. A prospective multi-center randomized comparative trial evaluating outcomes of transrectal ultrasound (TRUS)-guided 12-core systematic biopsy, mpMRI-targeted 12-core biopsy, and artificial intelligence ultrasound of prostate (AIUSP) 6-core targeted biopsy for prostate cancer diagnosis. World J Urol 2022; 41:653-662. [PMID: 35852595 DOI: 10.1007/s00345-022-04086-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 06/28/2022] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Artificial intelligence ultrasound of prostate (AIUSP)-targeted biopsy has been used for prostate cancer (PCa) diagnosis. The objective of this prospective multi-center head-to-head clinical randomized comparative trail (RCT) is to compare PCa detection rate in the TRUS-guided 12-core standard systematic biopsy (TRUS-SB) group and cognitive fused mpMRI-guided 12-core biopsy (mpMRI) group against AIUSP group. METHODS Four hundred patients were randomized to three arms and underwent biopsies by TRUS-SB (n = 133), mpMRI (n = 134), and AIUSP (n = 133) between January 2015 and December 2017. In TRUS-SB group, a standard 12-core systematic biopsy was performed. In mpMRI group, mpMRI-suspicious lesions (PI-RADS 3-5) were targeted by 2-core biopsy followed by a 10-core systematic biopsy. Otherwise, 12-core systematic biopsy was performed. In AIUSP group, a 6-core targeted biopsy was performed. The primary endpoint was PCa detection rate. RESULTS AIUSP detected the highest rate of PCa (66/133, 49.6%) compared to TRUS-SB (46/133, 34.6%, p = 0.036) and mpMRI (48/134, 35.8%, p = 0.052). Compared to TRUS-SB (35/133, 26.3%) and mpMRI (31/134, 23.1%) groups, clinically significant PCa (csPCa) detection rate was 32.3% (43/133) in AIUSP group. Overall biopsy core positive rate in the TRUS-SB group (11.0%, 176/1598) and in the mpMRI group (12.7%, 204/1608) was significantly lower than that in the AIUSP group (22.7%, 181/798, p < 0.001). CONCLUSIONS AIUSP detected the highest rate of overall and significant PCa compared to TRUS-SB and mpMRI, and could be used as an alternative to systematic biopsy in the future. REGISTRATION This trial was registered in ISRCTN (ISRCTN18033113).
Collapse
Affiliation(s)
- Xiao Wang
- Department of Urology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China
| | - Yanqi Xie
- Department of Urology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiangyi Zheng
- Department of Urology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China
| | - Ben Liu
- Department of Urology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China
| | - Hong Chen
- Department of Urology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China
| | - Jiangfeng Li
- Department of Urology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China
| | - Xueyou Ma
- Department of Urology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China
| | - Jianjian Xiang
- Department of Ultrasonography, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Guobin Weng
- Department of Urology, Ningbo Yinzhou No.2 Hospital, Ningbo, China
| | - Weizhi Zhu
- Department of Urology, Ningbo Yinzhou No.2 Hospital, Ningbo, China
| | - Gang Wang
- Department of Urology, Ningbo Yinzhou No.2 Hospital, Ningbo, China
| | - Ye Fang
- Department of Ultrasonography, Ningbo Yinzhou No.2 Hospital, Ningbo, China
| | - Hongtao Cheng
- Department of Urology, Shulan Hospital, Hangzhou, China
| | - Liping Xie
- Department of Urology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China.
| |
Collapse
|
2
|
Liu Y, Zeng S, Xu R. Application of Multiple Ultrasonic Techniques in the Diagnosis of Prostate Cancer. Front Oncol 2022; 12:905087. [PMID: 35832558 PMCID: PMC9271763 DOI: 10.3389/fonc.2022.905087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 05/12/2022] [Indexed: 11/23/2022] Open
Abstract
Methods for diagnosing prostate cancer (PCa) are developing in the direction of imaging. Advanced ultrasound examination modes include micro-Doppler, computerized-transrectal ultrasound, elastography, contrast-enhanced ultrasound and microultrasound. When two or more of these modes are used in PCa diagnosis, the combined technique is called multiparameter ultrasound (mp-US). Mp-US provides complementary information to multiparameter magnetic resonance imaging (mp-MRI) for diagnosing PCa. At present, no study has attempted to combine the characteristics of different ultrasound modes with advanced classification systems similar to the PIRADS system in mpMRI for the diagnosis of PCa. As an imaging method, mp-US has great potential in the diagnosis of PCa.
Collapse
Affiliation(s)
- Yushan Liu
- Department of Ultrasound, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Shi Zeng
- Department of Ultrasound, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Ran Xu
- Department of Urology, The Second Xiangya Hospital of Central South University, Changsha, China
- *Correspondence: Ran Xu,
| |
Collapse
|
3
|
Lorusso V, Kabre B, Pignot G, Branger N, Pacchetti A, Thomassin-Piana J, Brunelle S, Nicolai N, Musi G, Salem N, Montanari E, de Cobelli O, Gravis G, Walz J. External validation of the computerized analysis of TRUS of the prostate with the ANNA/C-TRUS system: a potential role of artificial intelligence for improving prostate cancer detection. World J Urol 2022; 41:619-625. [PMID: 35249120 DOI: 10.1007/s00345-022-03965-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Accepted: 02/09/2022] [Indexed: 12/22/2022] Open
Abstract
PURPOSE Prostate cancer (PCa) imaging has been revolutionized by the introduction of multi-parametric Magnetic Resonance Imaging (mpMRI). Transrectal ultrasound (TRUS) has always been considered a low-performance modality. To overcome this, a computerized artificial neural network analysis (ANNA/C-TRUS) of the TRUS based on an artificial intelligence (AI) analysis has been proposed. Our aim was to evaluate the diagnostic performance of the ANNA/C-TRUS system and its ability to improve conventional TRUS in PCa diagnosis. METHODS We retrospectively analyzed data from 64 patients with PCa and scheduled for radical prostatectomy who underwent TRUS followed by ANNA/C-TRUS analysis before the procedure. The results of ANNA/C-TRUS analysis with whole mount sections from final pathology. RESULTS On a per-sectors analysis, sensitivity, specificity, negative predictive value (NPV), positive predictive value (PPV) and accuracy were 62%, 81%, 80%, 64% and 78% respectively. The values for the detection of clinically significant prostate cancer were 69%, 77%, 88%, 50% and 75%. The diagnostic values for high grade tumours were 70%, 74%, 91%, 41% and 74%, respectively. Cancer volume (≤ 0.5 or greater) did not influence the diagnostic performance of the ANNA/C-TRUS system. CONCLUSIONS ANNA/C-TRUS represents a promising diagnostic tool and application of AI for PCa diagnosis. It improves the ability of conventional TRUS to diagnose prostate cancer, preserving its simplicity and availability. Since it is an AI system, it does not hold the inter-observer variability nor a learning curve. Multicenter biopsy-based studies with the inclusion of an adequate number of patients are needed to confirm these results.
Collapse
Affiliation(s)
- Vito Lorusso
- Department of Urology, Institut Paoli-Calmettes Cancer Center, Marseille, France.
- Urology Unit, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy.
- University of Milan, Milan, Italy.
| | - Boukary Kabre
- Department of Urology, CHU Yalgado Ouédraogo, Ouagadougou, Burkina Faso
| | - Geraldine Pignot
- Department of Urology, Institut Paoli-Calmettes Cancer Center, Marseille, France
| | - Nicolas Branger
- Department of Urology, Institut Paoli-Calmettes Cancer Center, Marseille, France
| | - Andrea Pacchetti
- Department of Urology, Institut Paoli-Calmettes Cancer Center, Marseille, France
| | | | - Serge Brunelle
- Department of Radiology, Institut Paoli-Calmettes Cancer Center, Marseille, France
| | - Nicola Nicolai
- Urology Unit, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - Gennaro Musi
- University of Milan, Milan, Italy
- Department of Urology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Naji Salem
- Department of Radiotherapy, Institut Paoli-Calmettes Cancer Center, Marseille, France
| | - Emanuele Montanari
- University of Milan, Milan, Italy
- Department of Urology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Ottavio de Cobelli
- University of Milan, Milan, Italy
- Department of Urology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Gwenaelle Gravis
- Department of Oncology, Institut Paoli-Calmettes Cancer Center, Marseille, France
| | - Jochen Walz
- Department of Urology, Institut Paoli-Calmettes Cancer Center, Marseille, France
| |
Collapse
|
4
|
Prostate Cancer Ultrasound: Is Still a Valid Tool? CURRENT RADIOLOGY REPORTS 2021. [DOI: 10.1007/s40134-021-00382-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Abstract
Purpose of Review
The main purpose of this paper review is to highlight the latest ultrasound (US) imaging technologies of the prostate gland, an organ increasingly at the center of attention in the field of oncological diseases of the male sex, which needs a 360° evaluation in order to obtain tailored therapeutic planning. Specialist urological evaluation is designated for this purpose, together with integrated prostate imaging which currently tends to focus more and more on the use of US imaging and its state-of-the-art technologies in iconographic diagnosis, biopsy and, sometimes, treatment of prostatic cancer.
Recent Findings
In particular, the main tools to which reference is made, represent a valid aid to basic US technologies already widely known and diffused, like the grayscale US or the Doppler US, for a "multiparametric" evaluation of the prostate cancer. The concept of multiparametricity is explained by the integration of prostate imaging obtained both with the US evaluation of the gland before and after administration of contrast medium, with the elaboration of parametric maps of quantitative measurement of the enhancement, and with elastography that provides information about the tissue consistency, a finding that strongly relates with the degree of cellularity and with the tumor grading.
Summary
Prostate cancer screening consists of dosing serum levels of prostate-specific antigen (PSA) and performing digit-rectal examination (DRE), more or less associated with transrectal prostate ultrasound (TRUS). However, although these are the most common techniques in clinical practice, they have numerous limitations and make the diagnosis of prostate cancer often challenging. The purpose of mp-US is to enrich the clinical-laboratory data and, above all, the standard US imaging with further details to strengthen the suspicion of malignancy of a prostate tumor, which needs to be addressed to diagnostic deepening with biopsy. This review article provides a summary of the current evidence on mp-US imaging in the evaluation of a clinically significant prostate cancer, comparing the data obtained to the imaging of mp-MRI, the reference tool both in diagnosis and staging.
Collapse
|
5
|
Correas JM, Halpern EJ, Barr RG, Ghai S, Walz J, Bodard S, Dariane C, de la Rosette J. Advanced ultrasound in the diagnosis of prostate cancer. World J Urol 2020; 39:661-676. [PMID: 32306060 DOI: 10.1007/s00345-020-03193-0] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 03/30/2020] [Indexed: 12/17/2022] Open
Abstract
The diagnosis of prostate cancer (PCa) can be challenging due to the limited performance of current diagnostic tests, including PSA, digital rectal examination and transrectal conventional US. Multiparametric MRI has improved PCa diagnosis and is recommended prior to biopsy; however, mp-MRI does miss a substantial number of PCa. Advanced US modalities include transrectal prostate elastography and contrast-enhanced US, as well as improved B-mode, micro-US and micro-Doppler techniques. These techniques can be combined to define a novel US approach, multiparametric US (mp-US). Mp-US improves PCa diagnosis but is not sufficiently accurate to obviate the utility of mp-MRI. Mp-US using advanced techniques and mp-MRI provide complementary information which will become even more important in the era of focal therapy, where precise identification of PCa location is needed.
Collapse
Affiliation(s)
- Jean-Michel Correas
- Department of Adult Radiology, Paris University and Necker University Hospital, 149 rue de Sèvres, 75015, Paris Cedex 15, France.
| | - Ethan J Halpern
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Richard G Barr
- Department of Radiology, Northeastern Ohio Medical University, Rootstown, OH, USA
| | - Sangeet Ghai
- Department of Medical Imaging, Princess Margaret Cancer Centre and University of Toronto, Toronto, ON, Canada
| | - Jochen Walz
- Department of Urology, Institut Paoli-Calmettes Cancer Centre, Marseille, France
| | - Sylvain Bodard
- Department of Adult Radiology, Paris University and Necker University Hospital, 149 rue de Sèvres, 75015, Paris Cedex 15, France
| | - Charles Dariane
- Department of Urology, Paris University and European Hospital Georges Pompidou, Paris, France
| | | |
Collapse
|
6
|
Goldman H, Singh N, Harding C, McGirr J, Seal A, Duncan I, Sowter S. Accuracy of multiparametric magnetic resonance imaging to detect significant prostate cancer and index lesion location. ANZ J Surg 2018; 89:106-110. [DOI: 10.1111/ans.14754] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Revised: 05/02/2018] [Accepted: 06/01/2018] [Indexed: 12/20/2022]
Affiliation(s)
- Hariette Goldman
- School of Medicine; The University of Notre Dame Australia; Sydney New South Wales Australia
- Rural Clinical School; The University of New South Wales; Wagga Wagga New South Wales Australia
| | - Neha Singh
- Rural Clinical School; The University of New South Wales; Wagga Wagga New South Wales Australia
- Wagga Wagga Base Hospital; Wagga Wagga New South Wales Australia
- Calvary Healthcare Regional Imaging; Wagga Wagga New South Wales Australia
| | - Catherine Harding
- School of Medicine; The University of Notre Dame Australia; Sydney New South Wales Australia
| | - Joe McGirr
- School of Medicine; The University of Notre Dame Australia; Sydney New South Wales Australia
| | - Alexa Seal
- School of Medicine; The University of Notre Dame Australia; Sydney New South Wales Australia
| | - Ian Duncan
- Calvary Healthcare Regional Imaging; Wagga Wagga New South Wales Australia
| | - Steven Sowter
- Rural Clinical School; The University of New South Wales; Wagga Wagga New South Wales Australia
- Wagga Wagga Base Hospital; Wagga Wagga New South Wales Australia
- Riverina Urology; Wagga Wagga New South Wales Australia
| |
Collapse
|
7
|
Fulgham PF, Loch T. Standards, innovations, and controversies in urologic imaging. World J Urol 2018; 36:685-686. [PMID: 29600332 DOI: 10.1007/s00345-018-2262-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
Affiliation(s)
- Pat Fox Fulgham
- Oncology Services, Texas Health Presbyterian Hospital Dallas, Dallas, USA
| | - Tillmann Loch
- Department of Urology, Diakonissenkrankenhaus Flensburg, University Teaching Hospital of the Christian-Albrechts-Universität Kiel, Flensburg, Germany.
| |
Collapse
|
8
|
Sarkar S, Das S. A Review of Imaging Methods for Prostate Cancer Detection. Biomed Eng Comput Biol 2016; 7:1-15. [PMID: 26966397 PMCID: PMC4777886 DOI: 10.4137/becb.s34255] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Revised: 01/07/2016] [Accepted: 01/11/2016] [Indexed: 12/21/2022] Open
Abstract
Imaging is playing an increasingly important role in the detection of prostate cancer (PCa). This review summarizes the key imaging modalities-multiparametric ultrasound (US), multiparametric magnetic resonance imaging (MRI), MRI-US fusion imaging, and positron emission tomography (PET) imaging-used in the diagnosis and localization of PCa. Emphasis is laid on the biological and functional characteristics of tumors that rationalize the use of a specific imaging technique. Changes to anatomical architecture of tissue can be detected by anatomical grayscale US and T2-weighted MRI. Tumors are known to progress through angiogenesis-a fact exploited by Doppler and contrast-enhanced US and dynamic contrast-enhanced MRI. The increased cellular density of tumors is targeted by elastography and diffusion-weighted MRI. PET imaging employs several different radionuclides to target the metabolic and cellular activities during tumor growth. Results from studies using these various imaging techniques are discussed and compared.
Collapse
Affiliation(s)
| | - Sudipta Das
- Department of Medicine, University of California, San Diego, CA, USA
| |
Collapse
|
9
|
[PREFERE - Study on the rise]. Urologe A 2016; 55:313-7. [PMID: 26908120 DOI: 10.1007/s00120-016-0047-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
The PREFERE study, which compares the treatment options for prostate cancer with low and early intermediate risk, has recorded a noticeable upswing in recruitment since mid-2015. Responsible for this are the revised inclusion criteria and the wide support for this study in Germany. The inclusion criteria opened the study to the use of imaging techniques (MRI, C‑Trus / Anna) and the inclusion of all Gleason 3 + 3 = 6 cancers, regardless of tumor extent. In addition, patients can now be included who, for example due to the size of the prostate or existing obstructive micturition disorders, had a contraindication to percutaneous radiotherapy or brachytherapy - these can now be randomized between active surveillance and radical prostatectomy. With the increased recruitment numbers, it seems realistic that the required milestones in recruiting will be achieved.
Collapse
|
10
|
|
11
|
Pummer K, Rieken M, Augustin H, Gutschi T, Shariat SF. Innovations in diagnostic imaging of localized prostate cancer. World J Urol 2015; 32:881-90. [PMID: 24078105 DOI: 10.1007/s00345-013-1172-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2013] [Accepted: 09/13/2013] [Indexed: 12/12/2022] Open
Abstract
PURPOSE In recent years, various imaging modalities have been developed to improve diagnosis, staging, and localization of early-stage prostate cancer (PCa). METHODS A MEDLINE literature search of the time frame between 01/2007 and 06/2013 was performed on imaging of localized PCa. RESULTS Conventional transrectal ultrasound (TRUS) is mainly used to guide prostate biopsy. Contrast-enhanced ultrasound is based on the assumption that PCa tissue is hypervascularized and might be better identified after intravenous injection of a microbubble contrast agent. However, results on its additional value for cancer detection are controversial. Computer-based analysis of the transrectal ultrasound signal (C-TRUS) appears to detect cancer in a high rate of patients with previous biopsies. Real-time elastography seems to have higher sensitivity, specificity, and positive predictive value than conventional TRUS. However, the method still awaits prospective validation. The same is true for prostate histoscanning, an ultrasound-based method for tissue characterization. Currently, multiparametric MRI provides improved tissue visualization of the prostate, which may be helpful in the diagnosis and targeting of prostate lesions. However, most published series are small and suffer from variations in indication, methodology, quality, interpretation, and reporting. CONCLUSIONS Among ultrasound-based techniques, real-time elastography and C-TRUS seem the most promising techniques. Multiparametric MRI appears to have advantages over conventional T2-weighted MRI in the detection of PCa. Despite these promising results, currently, no recommendation for the routine use of these novel imaging techniques can be made. Prospective studies defining the value of various imaging modalities are urgently needed.
Collapse
|
12
|
Abstract
Accurate identification of the location of carcinoma in the prostate is essential for long-term therapeutic success, in particular for minimally invasive procedures. In recent years many new positive study results for prostate imaging have been reported which must be compared and evaluated and previous conservative assessments may need to be re-evaluated. In addition, combinations of different imaging techniques are increasingly being used in daily clinical routine. Due to technical advancements in sonographic imaging, such as elastography and contrast-enhanced ultrasound (CEUS), the detection rate of prostate cancer can be increased. An overview of the different imaging modalities and current literature are presented in this article.
Collapse
Affiliation(s)
- B Schlenker
- Urologische Klinik und Poliklinik des Klinikums der Universität München, Marchioninistraße 15, 81377, München, Deutschland,
| | | | | |
Collapse
|
13
|
|