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Zhang T, Zhou Z, Li W, Xu C, Zhao S, Wei H, Huang Z, Zhao X. Application value of magnetic resonance spectroscopy imaging in the diagnosis of prostate cancer. Sci Rep 2024; 14:22278. [PMID: 39333720 PMCID: PMC11437187 DOI: 10.1038/s41598-024-73605-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 09/19/2024] [Indexed: 09/29/2024] Open
Abstract
Magnetic resonance spectroscopy (MRSI) can distinguish between benign and malignant prostate diseases. This study investigated the potential of MRSI for diagnosing prostate cancer and guiding prostate biopsy. We retrospectively reviewed 234 patients with suspected prostate cancer who underwent MRSI with targeted prostate biopsy. Patients were divided into two groups according to their puncture pathology: prostate cancer (n = 103, 44.02%) and benign prostatic disease (n = 131, 55.98%). The t-test, Mann-Whitney U test, or chi-square test was used to compare the groups. The diagnostic abilities of MRSI, prostate-specific antigen level, digital rectal examination, and magnetic resonance imaging without contrast for prostate cancer were compared using the area under the receiver operating characteristic curve (AUC-ROC); the ARC-ROC values were 0.831, 0.768, 0.692, and 0.656, respectively. The AUC-ROC value for diagnosing prostate cancer using the CC/c ratio was 0.853. CC/c ratio > 0.97 was identified as the optimal threshold for diagnosing prostate cancer (sensitivity, 86.5%; specificity, 78.6%; Youden index, 0.651). Spearman correlation analysis revealed a correlation between the CC/c ratio and Gleason score (r = 0.737, p < 0.001). Using the CC/c ratio of MRSI as an adjunct to targeted prostate biopsy can improve the detection rate of positive biopsies and evaluate prostate cancer invasiveness.
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Affiliation(s)
- Tianhe Zhang
- Zhengzhou University, The Second Affiliated Hospital of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450014, China
| | - Zhiyong Zhou
- Zhengzhou University, The Second Affiliated Hospital of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450014, China
| | - Wuxue Li
- Zhengzhou University, The Second Affiliated Hospital of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450014, China
| | - Changbao Xu
- Zhengzhou University, The Second Affiliated Hospital of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450014, China
| | - Shuailin Zhao
- Zhengzhou University, The Second Affiliated Hospital of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450014, China
| | - Haiyang Wei
- Zhengzhou University, The Second Affiliated Hospital of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450014, China
| | - Zhiheng Huang
- Zhengzhou University, The Second Affiliated Hospital of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450014, China
| | - Xinghua Zhao
- Zhengzhou University, The Second Affiliated Hospital of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450014, China.
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Ahmed MM, Kaushik J, Yogesh S, Subburam S, Raja D, Thinakaran S, Madan Karthik Raj MR, Lohakare T, A P, Mittal G. Evaluating Prostate Cancer: The Diagnostic Impact of MRI and Its Relationship With Transrectal Ultrasound (TRUS)-Guided Biopsy. Cureus 2024; 16:e69380. [PMID: 39411624 PMCID: PMC11473209 DOI: 10.7759/cureus.69380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 09/13/2024] [Indexed: 10/19/2024] Open
Abstract
Background Prostate disorders, including benign enlargement and malignancy, are commonly evaluated through imaging techniques. Historically, transrectal ultrasound (TRUS) has been used for prostate imaging and biopsy. However, multiparametric MRI (mpMRI), which integrates structural and functional imaging methods, offers enhanced diagnostic capabilities. This study evaluates the effectiveness of mpMRI, including its grading via Prostate Imaging - Reporting and Data System (PI-RADS) or Likert scoring, in distinguishing between benign and malignant prostatic conditions and compares these findings with TRUS outcomes. Methodology This prospective study enrolled 30 male patients aged 45 to 75 years (mean age 60 years), selected based on prostatic abnormalities, elevated prostate-specific antigen (PSA) levels (>4 ng/dL), or palpable nodules detected via digital rectal examination. MRI, including PI-RADS or Likert scoring, was utilized to assess prostatic lesions, and results were compared with histopathological data obtained from TRUS-guided biopsies. Results Among the 30 patients, common symptoms included urinary retention (60%) and painful urination (53.3%). Malignant tumors were diagnosed in 12 patients (40%). MRI identified eight cases with enlarged transitional zones and irregular signals in peripheral zones (benign prostatic hyperplasia with tumor) and four cases with irregular signals in both zones (sarcoma). Concordance between MRI T2-weighted (T2W) observations and biopsy results showed 60% malignancy detection. Sensitivity assessments revealed MRI detected 15 true-positives (50%), TRUS detected six true positives (20%), and multivoxel spectroscopic analysis (MVS) identified 14 true-positives (46.7%). PI-RADS or Likert scoring of mpMRI was correlated with TRUS outcomes, highlighting its enhanced diagnostic accuracy compared to TRUS alone. Conclusion While TRUS remains a standard diagnostic tool, it is limited by significant sampling errors and complications. The integration of mpMRI, with its grading system, significantly improves diagnostic accuracy and treatment planning. Although mpMRI alone has limitations, its combination with contrast-enhanced MRI, diffusion-weighted imaging, and MR spectroscopy offers a comprehensive approach to enhanced prostate cancer detection.
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Affiliation(s)
- Mohammed Musheer Ahmed
- Surgery, Queen Alexandra Hospital, Portsmouth, GBR
- Urology, St. John's Medical College Hospital, Bengaluru, IND
| | - J Kaushik
- Surgical Oncology, Rajiv Gandhi Cancer Institute and Research Centre, New Delhi, IND
| | - S Yogesh
- Internal Medicine, Madras Medical College and Rajiv Gandhi Government General Hospital, Chennai, IND
| | - Sairam Subburam
- General Medicine, Government Medical College, Omandurar, Chennai, IND
| | - Dinesh Raja
- Cardiology, Yerevan State Medical University, Yerevan, ARM
| | - Siddarth Thinakaran
- Internal Medicine, SRM Medical College Hospital and Research Centre, Chennai, IND
| | - M R Madan Karthik Raj
- General Surgery, Vinayaka Mission's Kirupananda Variyar Medical College and Hospitals, Salem, IND
| | - Tejaswee Lohakare
- Child Health Nursing, Smt. Radhikabai Meghe Memorial College of Nursing, Wardha, IND
| | - Prashanth A
- Physiology, Mahatma Gandhi Institute of Medical Sciences, Wardha, IND
| | - Gaurav Mittal
- Internal Medicine, Mahatma Gandhi Institute of Medical Sciences, Wardha, IND
- Research and Development, Students Network Organization, Mumbai, IND
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Xu C, Zhang Y, Jia N, Huang C, Fu Q, Chen Y, Lin C. Development and validation of a nomogram incorporating multi-parametric MRI and hematological indicators for discriminating benign from malignant central prostatic nodules: a retrospective analysis. Am J Transl Res 2024; 16:2921-2930. [PMID: 39114671 PMCID: PMC11301461 DOI: 10.62347/rbcm8913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 06/08/2024] [Indexed: 08/10/2024]
Abstract
BACKGROUND Prostate cancer poses a significant risk to men's health. In this study, a model for differentiating benign and malignant nodules in the central region of the prostate was constructed by combining multi-parametric MRI and hematological lab values. METHODS This retrospective study analyzed the data acquired from Lianyungang First People's Hospital and The Second Affiliated Hospital of Hainan Medical College from January 2018 to December 2021. We included 310 MRI-confirmed prostatic nodule patients. The data were split into a training set (260 cases) and an external validation set (50 cases), with the latter exclusively from The Second Affiliated Hospital of Hainan Medical College to test the model's generalizability. Univariate and multivariate logistic regression identified critical measurements for differentiating prostate cancer (PCa) from benign prostatic hyperplasia (BPH), which were then integrated into a nomogram model. RESULTS The key indicators determined by multivariate logistic regression analysis included apparent diffusion coefficient (ADC), standard deviation (StDev), neutrophil to lymphocyte ratio (NLR), and prostate specific antigen (PSA). The nomogram's performance, as indicated by the area under the curve (AUC), was 0.844 (95% CI: 0.811-0.938) in the training set and 0.818 (95% CI: 0.644-0.980) in the external validation set. Calibration and decision curves demonstrated that the nomogram was well-calibrated and could serve as an effective tool in clinical practice. CONCLUSION The nomogram model based on ADC, StDev, NLR and PSA may be helpful to identify PCa and BPH.
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Affiliation(s)
- Chunling Xu
- Department of Imaging, Lianyungang First People’s HospitalLianyungang 570311, Jiangsu, China
| | - Yupeng Zhang
- Department of Radiology, The Second Affiliated Hospital of Hainan Medical CollegeHaikou 570311, Hainan, China
| | - Nailong Jia
- Department of Radiology, The Second Affiliated Hospital of Hainan Medical CollegeHaikou 570311, Hainan, China
| | - Chuizhi Huang
- Department of Radiology, The Second Affiliated Hospital of Hainan Medical CollegeHaikou 570311, Hainan, China
| | - Qimao Fu
- Department of Radiology, The Second Affiliated Hospital of Hainan Medical CollegeHaikou 570311, Hainan, China
| | - Yan Chen
- Department of Radiology, The Second Affiliated Hospital of Hainan Medical CollegeHaikou 570311, Hainan, China
| | - Changkun Lin
- Department of Radiology, The Second Affiliated Hospital of Hainan Medical CollegeHaikou 570311, Hainan, China
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Ahmed IHAE, Mohamed Ali Hassan HGE, Abo ElMaaty MEG, ElDaisty El Metwally SEM. Role of MRI in diagnosis of prostate cancer and correlation of results with transrectal ultrasound guided biopsy “TRUS”. THE EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE 2022. [DOI: 10.1186/s43055-022-00755-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Prostate cancer is the most common cancer in elderly men, and the second leading cause of cancer-related death in developed countries. For a long time, TRUS is used in screening, diagnosis of prostate lesions. Recently the implementation of multi parametric MRI into a screening program currently seems to be the most promising technique to improve the early detection of prostate cancer.
Results
Thirty Patients were referred from urological outpatient clinics complaining of urological symptoms (dysuria, frequency and urine retention). The study was carried, and the patients were submitted to Ultrasonography, conventional magnetic resonance, diffusion weighted images and MR spectroscopy techniques, these results were correlated with histopathological data. In this study Conventional MRI has moderate sensitivity 81.8% and low specificity 37.3% in diagnosing prostate malignancy. Using of mpMRI combination of diffusion-weighted, Dynamic contrast enhanced and MR spectroscopic imaging is a promising approach for discriminating between benign and malignant lesions in the PZ and increase sensitivity 100% and specificity 96.6% in diagnosing prostate malignancy.
Conclusions
The standard for the definitive diagnosis of prostate cancer is trans-rectal ultrasound biopsy. However, TRUS guided biopsy has a significant sampling error and can miss up to 30% of cancers and may show underestimation of Gleason grade, especially in anteriorly located tumors. It may lead to an increase in complications. MRI has an essential role to play in making safer in diagnosis. It can aid in staging also and surgery or radiation treatment planning. Although T2W MRI has been used widely for diagnosis on the basis of its excellent soft tissue resolution, but its accuracy for the detection and localization of cancer prostate is unsatisfactory. The implementation of multi parametric MRI: MR spectroscopy, Dynamic contrast enhanced and diffusion weighted imaging into a diagnosis program improve the diagnostic performance. These advances are beginning to translate into better treatment selection and more accurate image-guided therapies. In addition, early detection of local recurrence.
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Lunn Y, Patel R, Sokphat TS, Bourn L, Fields K, Fitzgerald A, Sundaresan V, Thomas G, Korvink M, Gunn LH. Assessing Hospital Resource Utilization with Application to Imaging for Patients Diagnosed with Prostate Cancer. Healthcare (Basel) 2022; 10:healthcare10020248. [PMID: 35206863 PMCID: PMC8872431 DOI: 10.3390/healthcare10020248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 01/25/2022] [Accepted: 01/25/2022] [Indexed: 02/04/2023] Open
Abstract
Resource utilization measures are typically modeled by relying on clinical characteristics. However, in some settings, those clinical markers are not available, and hospitals are unable to explore potential inefficiencies or resource misutilization. We propose a novel approach to exploring misutilization that solely relies on administrative data in the form of patient characteristics and competing resource utilization, with the latter being a novel addition. We demonstrate this approach in a 2019 patient cohort diagnosed with prostate cancer (n = 51,111) across 1056 U.S. healthcare facilities using Premier, Inc.’s (Charlotte, NC, USA) all payor databases. A multivariate logistic regression model was fitted using administrative information and competing resources utilization. A decision curve analysis informed by industry average standards of utilization allows for a definition of misutilization with regards to these industry standards. Odds ratios were extracted at the patient level to demonstrate differences in misutilization by patient characteristics, such as race; Black individuals experienced higher under-utilization compared to White individuals (p < 0.0001). Volume-adjusted Poisson rate regression models allow for the identification and ranking of facilities with large departures in utilization. The proposed approach is scalable and easily generalizable to other diseases and resources and can be complemented with clinical information from electronic health record information, when available.
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Affiliation(s)
- Yazmine Lunn
- School of Data Science, University of North Carolina at Charlotte, Charlotte, NC 28223, USA; (Y.L.); (R.P.); (T.S.S.); (L.B.); (K.F.); (A.F.); (V.S.)
| | - Rudra Patel
- School of Data Science, University of North Carolina at Charlotte, Charlotte, NC 28223, USA; (Y.L.); (R.P.); (T.S.S.); (L.B.); (K.F.); (A.F.); (V.S.)
| | - Timothy S. Sokphat
- School of Data Science, University of North Carolina at Charlotte, Charlotte, NC 28223, USA; (Y.L.); (R.P.); (T.S.S.); (L.B.); (K.F.); (A.F.); (V.S.)
- Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | - Laura Bourn
- School of Data Science, University of North Carolina at Charlotte, Charlotte, NC 28223, USA; (Y.L.); (R.P.); (T.S.S.); (L.B.); (K.F.); (A.F.); (V.S.)
- Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | - Khalil Fields
- School of Data Science, University of North Carolina at Charlotte, Charlotte, NC 28223, USA; (Y.L.); (R.P.); (T.S.S.); (L.B.); (K.F.); (A.F.); (V.S.)
- Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | - Anna Fitzgerald
- School of Data Science, University of North Carolina at Charlotte, Charlotte, NC 28223, USA; (Y.L.); (R.P.); (T.S.S.); (L.B.); (K.F.); (A.F.); (V.S.)
- Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | - Vandana Sundaresan
- School of Data Science, University of North Carolina at Charlotte, Charlotte, NC 28223, USA; (Y.L.); (R.P.); (T.S.S.); (L.B.); (K.F.); (A.F.); (V.S.)
- Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | - Greeshma Thomas
- Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | | | - Laura H. Gunn
- School of Data Science, University of North Carolina at Charlotte, Charlotte, NC 28223, USA; (Y.L.); (R.P.); (T.S.S.); (L.B.); (K.F.); (A.F.); (V.S.)
- Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
- Faculty of Medicine, School of Public Health, Imperial College London, London W6 8RP, UK
- Correspondence:
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Yang L, Tan Y, Dan H, Hu L, Zhang J. Diagnostic performance of diffusion-weighted imaging combined with dynamic contrast-enhanced magnetic resonance imaging for prostate cancer: a systematic review and meta-analysis. Acta Radiol 2021; 62:1238-1247. [PMID: 32903025 DOI: 10.1177/0284185120956269] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND The diagnostic performance of diffusion-weighted imaging (DWI) combined with dynamic contrast-enhanced (DCE)-magnetic resonance imaging (MRI) for the detection of prostate cancer (PCa) has not been studied systematically to date. PURPOSE To investigate the value of DWI combined with DCE-MRI quantitative analysis in the diagnosis of PCa. MATERIAL AND METHODS A systematic search was conducted through PubMed, MEDLINE, the Cochrane Library, and EMBASE databases without any restriction to language up to 10 December 2019. Studies that used a combination of DWI and DCE-MRI for diagnosing PCa were included. RESULTS Nine studies with 778 participants were included. The combination of DWI and DCE-MRI provide accurate performance in diagnosing PCa with pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, and diagnostic odds ratios of 0.79 (95% confidence interval [CI] = 0.76-0.81), 0.85 (95% CI = 0.83-0.86), 6.58 (95% CI = 3.93-11.00), 0.24 (95% CI = 0.17-0.34), and 36.43 (95% CI = 14.41-92.12), respectively. The pooled area under the summary receiver operating characteristic curve was 0.9268. Moreover, 1.5-T MR scanners demonstrated a slightly better performance than 3.0-T scanners. CONCLUSION Combined DCE-MRI and DWI could demonstrate a highly accurate area under the curve, sensitivity, and specificity for detecting PCa. More studies with large sample sizes are warranted to confirm these results.
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Affiliation(s)
- Lu Yang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, PR China
- Key Laboratory for Biorheological Science and Technology of Ministry of Education (Chongqing University), Chongqing University Cancer Hospital, Chongqing, PR China
| | - Yuchuan Tan
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, PR China
- Key Laboratory for Biorheological Science and Technology of Ministry of Education (Chongqing University), Chongqing University Cancer Hospital, Chongqing, PR China
| | - Hanli Dan
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, PR China
- Key Laboratory for Biorheological Science and Technology of Ministry of Education (Chongqing University), Chongqing University Cancer Hospital, Chongqing, PR China
| | - Lin Hu
- Hospital of Chengdu University of Traditional Chinese Medicine, No.39Shi-er-qiao Road, Chengdu, Sichuan, PR China
| | - Jiuquan Zhang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, PR China
- Key Laboratory for Biorheological Science and Technology of Ministry of Education (Chongqing University), Chongqing University Cancer Hospital, Chongqing, PR China
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Zhu Y, Leng XF, Zhang GN, Huang ZY, Qiu L, Huang W. Accuracy of transvaginal sonoelastography for differential diagnosis between malignant and benign cervical lesions: A systematic review and meta-analysis. Cancer Med 2020; 9:7943-7953. [PMID: 32869506 PMCID: PMC7643678 DOI: 10.1002/cam4.3424] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 07/13/2020] [Accepted: 08/15/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND To evaluate the performance of transvaginal sonoelastography (TVSE) for differential diagnosis between malignant and benign cervical lesions using a meta-analysis. METHODS An independent literature search was conducted on the English medical database, including PubMed, Embase and Medline, Cochrane Library, Web of Science, and OVID. The diagnostic accuracy of TVSE was compared with that of histopathology, which is the gold reference standard for diagnosis. The accuracy of TVSE was assessed by calculating the pooled sensitivity, specificity, diagnostic odds ratio, and area under the curve (AUC). The imaging mechanisms, assessment methods, and QUADAS scores were assessed with a meta-regression analysis. A Deeks funnel plot was performed for evaluating publication bias. RESULTS Six eligible studies reported a total sample of 615 cervical lesions (415 cancers, 200 benign lesions). TVSE showed a pooled diagnostic odds ratio of 21.42 (95% CI 13.65-33.61), sensitivity of 0.87 (95% CI 0.84-0.90), specificity of 0.79 (95% CI 0.72-0.84), and an AUC of 0.892 (Q* = 0.822). The results of the meta-regression analysis showed that the imaging mechanism (P = .253), the assessment method (P = .279), or QUADAS score (P = .205) did not affect the study heterogeneity. CONCLUSION TVSE has a relatively high and satisfactory value for differential diagnosis between malignant and benign cervical lesions. The diagnostic performance of strain elastography and shear wave elastography were similar and good. However, to accommodate heterogeneity and publication bias, high-quality studies are required to further comparative effectiveness analyses to verify the efficacy of ultrasound detection.
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Affiliation(s)
- Yi Zhu
- Department of Ultrasound, the Affiliated Cancer Hospital, School of Medicine, University of Electronic Science and Technology of China, Sichuan Cancer Hospital and Institute, Chengdu, China.,Department of Ultrasound, West China Hospital, Sichuan University, Chengdu, China
| | - Xue-Feng Leng
- Department of Thoracic Surgery, the Affiliated Cancer Hospital, School of Medicine, University of Electronic Science and Technology of China, Sichuan Cancer Hospital and Institute, Chengdu, China
| | - Guo-Nan Zhang
- Department of Gynecological Oncology, the Affiliated Cancer Hospital, School of Medicine, University of Electronic Science and Technology of China, Sichuan Cancer Hospital and Institute, Chengdu, China
| | - Zi-Yi Huang
- Department of Bioinformatics, Basic Medical College of Chongqing Medical University, Chongqing, China
| | - Li Qiu
- Department of Ultrasound, West China Hospital, Sichuan University, Chengdu, China
| | - Wei Huang
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, China
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Accuracy of Sampling PI-RADS 4–5 Index Lesions Alone by MRI-guided In-bore Biopsy in Biopsy–naive Patients Undergoing Radical Prostatectomy. Eur Urol Focus 2020; 6:249-254. [DOI: 10.1016/j.euf.2019.04.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 04/02/2019] [Accepted: 04/06/2019] [Indexed: 12/22/2022]
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Wang Y, Dou H, Hu X, Zhu L, Yang X, Xu M, Qin J, Heng PA, Wang T, Ni D. Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound. IEEE TRANSACTIONS ON MEDICAL IMAGING 2019; 38:2768-2778. [PMID: 31021793 DOI: 10.1109/tmi.2019.2913184] [Citation(s) in RCA: 78] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Automatic prostate segmentation in transrectal ultrasound (TRUS) images is of essential importance for image-guided prostate interventions and treatment planning. However, developing such automatic solutions remains very challenging due to the missing/ambiguous boundary and inhomogeneous intensity distribution of the prostate in TRUS, as well as the large variability in prostate shapes. This paper develops a novel 3D deep neural network equipped with attention modules for better prostate segmentation in TRUS by fully exploiting the complementary information encoded in different layers of the convolutional neural network (CNN). Our attention module utilizes the attention mechanism to selectively leverage the multi-level features integrated from different layers to refine the features at each individual layer, suppressing the non-prostate noise at shallow layers of the CNN and increasing more prostate details into features at deep layers. Experimental results on challenging 3D TRUS volumes show that our method attains satisfactory segmentation performance. The proposed attention mechanism is a general strategy to aggregate multi-level deep features and has the potential to be used for other medical image segmentation tasks. The code is publicly available at https://github.com/wulalago/DAF3D.
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10
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Zhang F, Liu CL, Chen Q, Shao SC, Chen SQ. Accuracy of multiparametric magnetic resonance imaging for detecting extracapsular extension in prostate cancer: a systematic review and meta-analysis. Br J Radiol 2019; 92:20190480. [PMID: 31596123 DOI: 10.1259/bjr.20190480] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVE To evaluate the diagnostic accuracy of multiparametric MRI (mpMRI) for detecting extracapsular extension (ECE) in patients with prostate cancer (PCa). METHODS AND MATERIALS We searched MEDLINE, PubMed, Embase and the Cochrane library up to December 2018. We included studies that used mpMRI to differentiate ECE from organ-confined PCa with a combination of T2 weighted imaging (T2WI), diffusion-weighted imaging, and dynamic contrast-enhanced MRI. All studies included had pathological diagnosis with radical prostatectomy. Two reviewers independently assessed the methodological quality of included studies by using Quality Assessment of Diagnostic Accuracy Studies 2 tool. We calculated pooled sensitivity, specificity, positive and negative predictive values, diagnostic odds ratios and receiver operating characteristic curve for mpMRI from 2 × 2 tables. RESULTS A total of 17 studies that comprised 3374 participants were included. The pooled data showed a sensitivity of 0.55 (95% confidence interval 0.43, 0.66]) and specificity of 0.87 (95% confidence interval 0.82, 0.91) for extracapsular extension detection in PCa. CONCLUSION First, our meta-analysis shows moderate sensitivity and high specificity for mpMRI to differentiate ECE from organ-confined prostate cancer before surgery. Second, our meta-analysis shows that mpMRI had no significant differences in performance compared with the former meta-analysis with use of T2WI alone or with additional functional MRI. ADVANCES IN KNOWLEDGE It is the first meta-analysis to evaluate the accuracy of mpMRI in combination of TWI, diffusion-weightedimaging and dynamiccontrast-enhanced-MRI for extracapsular extension detection.
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Affiliation(s)
- Fan Zhang
- Department of Radiology, the Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou 215001, China
| | - Chen-Lu Liu
- Department of Radiology, the Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou 215001, China
| | - Qian Chen
- Department of Radiology, the Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou 215001, China
| | - Sheng-Chao Shao
- Department of Radiology, the Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou 215001, China
| | - Shuang-Qing Chen
- Department of Radiology, the Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou 215001, China
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Ji Y, Ruan L, Ren W, Dun G, Liu J, Zhang Y, Wan Q. Stiffness of prostate gland measured by transrectal real-time shear wave elastography for detection of prostate cancer: a feasibility study. Br J Radiol 2019; 92:20180970. [PMID: 30875242 PMCID: PMC6580922 DOI: 10.1259/bjr.20180970] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 02/06/2019] [Accepted: 03/03/2019] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVE This study aimed to evaluate the value of the Young's modulus obtained by transrectal real-time shear wave elastography (SWE) for detection of prostate cancer (PCa). METHODS 215 patients underwent SWE in six identical planes before biopsy guided with transrectal ultrasonography. The Young's modulus of the entire prostate gland was defined as the mean of the results in these planes. The measurements were compared with the pathological results, the prostate specific antigen (PSA), and the Gleason score (GS) after biopsy. RESULTS The Young's modulus of elasticity, including the maximum Young's modulus (Emax), the mean Young's modulus (Emean), and the minimum Young's modulus (Emin), were significantly higher in malignant lesions than those in benign lesions (all p < 0.05). The optimal cut-off values for PCa were 128.48 kPa, 62.27 kPa, and 20.03 kPa, respectively. The sensitivities were 77.88%, 81.42%, and 60.18%, respectively, and the specificities were 85.33%, 74.51 and 63.73 %, respectively. PSA positively correlated with Emax and Emean (r = 0.686 and 0.678, respectively), as did the GS (r = 0.410 and 0.382, respectively). CONCLUSION The Young's modulus of entire prostate gland can be used to differentiate benign from malignant prostatic lesions. There were higher Young's modulus of elasticity and higher risk of malignant lesions. Meanwhile, higher Young's modulus correlated with higher PSA and GS. ADVANCES IN KNOWLEDGE This study indicates SWE can detect PCa by quantified the stiffness of entire prostate gland whether the lesions have been visible or not on gray-scale and Doppler ultrasound.
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Affiliation(s)
| | - Litao Ruan
- Department of Ultrasound Medicine, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, Shanxi Province, China
| | - Wei Ren
- Department of Ultrasound Medicine, Baoji Municipal Centre Hospital, Baoji, Shanxi Province, China
| | - Guoliang Dun
- Department of Ultrasound Medicine, Baoji Municipal Centre Hospital, Baoji, Shanxi Province, China
| | - Jianxue Liu
- Department of Ultrasound Medicine, Baoji Municipal Centre Hospital, Baoji, Shanxi Province, China
| | - Yaoren Zhang
- Department of Ultrasound Medicine, Baoji Municipal Centre Hospital, Baoji, Shanxi Province, China
| | - Qinyun Wan
- Department of Ultrasound Medicine, Baoji Municipal Centre Hospital, Baoji, Shanxi Province, China
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12
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Zhang YF, Li H, Wang XM, Cai YF. Sonoelastography for differential diagnosis between malignant and benign parotid lesions: a meta-analysis. Eur Radiol 2018; 29:725-735. [PMID: 29992386 PMCID: PMC6302921 DOI: 10.1007/s00330-018-5609-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 06/03/2018] [Accepted: 06/15/2018] [Indexed: 11/25/2022]
Abstract
Objectives To assess the performance of sonoelastography for differential diagnosis between malignant and benign parotid lesions using a meta-analysis. Methods An independent literature search of English medical databases, such as PubMed, Embase and Medline (Embase.com), Web of Science, Cochrane Library and Ovid was performed. The diagnostic accuracy of sonoelastography was compared with that of histopathology and/or cytology, which was used as reference standard. The pooled sensitivity, specificity, diagnostic odds ratio (DOR) and area under the curve (AUC) were calculated to evaluate the accuracy of sonoelastography. A meta-regression analysis evaluating imaging mechanisms, shear wave elastography techniques, assessment methods and QUADAS scores was performed. Results Ten eligible studies that included a total sample of 711 patients with 725 parotid lesions were included. Sonoelastography showed a pooled sensitivity of 0.67 (95% CI 0.59–0.74), specificity of 0.64 (95% CI 0.60–0.68), DOR of 8.00 (95% CI 2.96–21.63) and an AUC of 0.77. The results of the meta-regression analysis revealed that no heterogeneity was due to the imaging mechanism (p = 0.119), shear wave elastography technique (p = 0.473) or QUADAS score (p = 0.462). However, the assessment method was a significant factor that affected the study heterogeneity (p = 0.035). According to the subgroup analysis, quantitative and semiquantitative methods performed better than qualitative ones. Conclusion Overall, sonoelastography has a limited value for differential diagnosis between malignant and benign parotid lesions. Quantitative and semiquantitative methods perform better than qualitative ones. Key Points • Overall, sonoelastography has a limited value for differential diagnosis between malignant and benign parotid lesions. • Quantitative and semiquantitative assessment methods perform better than qualitative ones. • Semiquantitative and quantitative methods are automatically calculated by an ultrasound machine and are thus less operator-dependent.
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Affiliation(s)
- Yun-Fei Zhang
- Department of Ultrasound, The First Hospital of China Medical University, No. 155 Nanjing North Street, Heping District, Shenyang City, 110001, China
| | - Hong Li
- Department of Transplantation and General Surgery, The First Hospital of China Medical University, No. 155 Nanjing North Street, Heping District, Shenyang City, 110001, China
| | - Xue-Mei Wang
- Department of Ultrasound, The First Hospital of China Medical University, No. 155 Nanjing North Street, Heping District, Shenyang City, 110001, China.
| | - Yun-Fei Cai
- Department of Dermatology, The First Hospital of China Medical University, No. 155 Nanjing North Street, Heping District, Shenyang City, 110001, China
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13
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Diagnosis of prostate cancer by analyzing oxidative stress in human seminal plasma: developing unsophisticated tools for noninvasive prostate cancer diagnosis. Eur J Cancer Prev 2018; 25:518-23. [PMID: 26633164 DOI: 10.1097/cej.0000000000000215] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Prostate-specific antigen blood testing has improved early detection of prostate cancer (PCa); however, PCa mortality has not decreased accordingly and a prostate biopsy is still required for a definitive diagnosis. Proteomic biomarker screening in easily available body fluids such as seminal plasma is now increasingly being proposed as a solution to improve PCa detection and prognosis. PCa cells typically produce high levels of reactive oxygen species (ROS). In this study, we therefore investigated ROS levels in semen samples from patients with a negative or a positive prostate biopsy to predict PCa diagnosis. Multiple clinicopathological parameters (digital rectal examination, prostate-specific antigen scoring, prostate biopsy, and ROS levels) of patients examined for PCa were measured. No significant differences in ROS levels were detected in relation to PCa diagnosis. Although seminal plasma is a well-suited medium for prostate-related biomarkers, no significant differences in ROS levels were observed between the patient groups. Comparison with ROS levels encountered in semen of larger patient groups is the next logical step.
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14
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Hamann MF, Meyer D, Knüpfer S, Fuchs J, Jünemann KP, Naumann CM. Application of ultrasound imaging biomarkers (HistoScanning™) improves staging reliability of prostate biopsies. BMC Res Notes 2017; 10:579. [PMID: 29121982 PMCID: PMC5679156 DOI: 10.1186/s13104-017-2896-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Accepted: 11/01/2017] [Indexed: 11/24/2022] Open
Abstract
Objective Imaging biomarkers like HistoScanning™ augment the informative value of ultrasound. Analogue image-guidance might improve the diagnostic accuracy of prostate biopsies and reduce misclassifications in preoperative staging and grading. Results Comparison of 77 image-guided versus 88 systematic prostate biopsies revealed that incorrect staging and Gleason misclassification occurs less frequently in image-guided than in systematic prostate biopsies. Systematic prostate biopsies (4–36 cores, median 12 cores) tended to detect predominantly unilateral tumors (39% sensitivity, 90.9% specificity, 17.5% negative and 50% positive predictive values). Bilateral tumors were diagnosed more frequently by image-guided prostate biopsies (87.9% sensitivity, 72.7% specificity, 50% negative and 96.8% positive predictive values). Regarding the detection of lesions with high Gleason scores ≥ 3 + 4, systematic prostate and image-guided biopsies yielded sensitivity and specificity rates of 66.7% vs 93.5%, 86% vs 64.5%, as well as negative and positive predictive values of 71.2% vs 87%, and 83.3% vs 79.6%, respectively. Potential reason for systematic prostate biopsies missing the correct laterality and the correct Gleason score was a mismatch between the biopsy template and the respective pathological cancer localization. This supports the need for improved detection techniques such as ultrasound imaging biomarkers and image-adapted biopsies.
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Affiliation(s)
- M F Hamann
- Department of Urology and Pediatric Urology, University Hospital Schleswig-Holstein, UKSH, Campus Kiel, Arnold Heller Strasse 3, 24105, Kiel, Germany.
| | - D Meyer
- Department of Urology and Pediatric Urology, University Hospital Schleswig-Holstein, UKSH, Campus Kiel, Arnold Heller Strasse 3, 24105, Kiel, Germany
| | - S Knüpfer
- Department of Urology and Pediatric Urology, University Hospital Schleswig-Holstein, UKSH, Campus Kiel, Arnold Heller Strasse 3, 24105, Kiel, Germany
| | - J Fuchs
- Department of Urology and Pediatric Urology, University Hospital Schleswig-Holstein, UKSH, Campus Kiel, Arnold Heller Strasse 3, 24105, Kiel, Germany
| | - K P Jünemann
- Department of Urology and Pediatric Urology, University Hospital Schleswig-Holstein, UKSH, Campus Kiel, Arnold Heller Strasse 3, 24105, Kiel, Germany
| | - C M Naumann
- Department of Urology and Pediatric Urology, University Hospital Schleswig-Holstein, UKSH, Campus Kiel, Arnold Heller Strasse 3, 24105, Kiel, Germany
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15
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Wegelin O, van Melick HHE, Hooft L, Bosch JLHR, Reitsma HB, Barentsz JO, Somford DM. Comparing Three Different Techniques for Magnetic Resonance Imaging-targeted Prostate Biopsies: A Systematic Review of In-bore versus Magnetic Resonance Imaging-transrectal Ultrasound fusion versus Cognitive Registration. Is There a Preferred Technique? Eur Urol 2016; 71:517-531. [PMID: 27568655 DOI: 10.1016/j.eururo.2016.07.041] [Citation(s) in RCA: 298] [Impact Index Per Article: 33.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Accepted: 07/22/2016] [Indexed: 12/01/2022]
Abstract
CONTEXT The introduction of magnetic resonance imaging-guided biopsies (MRI-GB) has changed the paradigm concerning prostate biopsies. Three techniques of MRI-GB are available: (1) in-bore MRI target biopsy (MRI-TB), (2) MRI-transrectal ultrasound fusion (FUS-TB), and (3) cognitive registration (COG-TB). OBJECTIVE To evaluate whether MRI-GB has increased detection rates of (clinically significant) prostate cancer (PCa) compared with transrectal ultrasound-guided biopsy (TRUS-GB) in patients at risk for PCa, and which technique of MRI-GB has the highest detection rate of (clinically significant) PCa. EVIDENCE ACQUISITION We performed a literature search in PubMed, Embase, and CENTRAL databases. Studies were evaluated using the Quality Assessment of Diagnostic Accuracy Studies-2 checklist and START recommendations. The initial search identified 2562 studies and 43 were included in the meta-analysis. EVIDENCE SYNTHESIS Among the included studies 11 used MRI-TB, 17 used FUS-TB, 11 used COG-TB, and four used a combination of techniques. In 34 studies concurrent TRUS-GB was performed. There was no significant difference between MRI-GB (all techniques combined) and TRUS-GB for overall PCa detection (relative risk [RR] 0.97 [0.90-1.07]). MRI-GB had higher detection rates of clinically significant PCa (csPCa) compared with TRUS-GB (RR 1.16 [1.02-1.32]), and a lower yield of insignificant PCa (RR 0.47 [0.35-0.63]). There was a significant advantage (p = 0.02) of MRI-TB compared with COG-TB for overall PCa detection. For overall PCa detection there was no significant advantage of MRI-TB compared with FUS-TB (p=0.13), and neither for FUS-TB compared with COG-TB (p=0.11). For csPCa detection there was no significant advantage of any one technique of MRI-GB. The impact of lesion characteristics such as size and localisation could not be assessed. CONCLUSIONS MRI-GB had similar overall PCa detection rates compared with TRUS-GB, increased rates of csPCa, and decreased rates of insignificant PCa. MRI-TB has a superior overall PCa detection compared with COG-TB. FUS-TB and MRI-TB appear to have similar detection rates. Head-to-head comparisons of MRI-GB techniques are limited and are needed to confirm our findings. PATIENT SUMMARY Our review shows that magnetic resonance imaging-guided biopsy detects more clinically significant prostate cancer (PCa) and less insignificant PCa compared with systematic biopsy in men at risk for PCa.
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Affiliation(s)
- Olivier Wegelin
- Department of Urology, St. Antonius Hospital, Nieuwegein/Utrecht, The Netherlands.
| | - Harm H E van Melick
- Department of Urology, St. Antonius Hospital, Nieuwegein/Utrecht, The Netherlands
| | - Lotty Hooft
- Cochrane Netherlands, Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, The Netherlands
| | - J L H Ruud Bosch
- Department of Urology, University Medical Centre Utrecht, The Netherlands
| | - Hans B Reitsma
- Department of Epidemiology, Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, The Netherlands
| | - Jelle O Barentsz
- Department of Radiology, Radboud University Nijmegen Medical Centre, The Netherlands
| | - Diederik M Somford
- Department of Urology, Canisius Wilhelmina Hospital, Nijmegen, The Netherlands
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16
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Computed Tomography Perfusion of Prostate Cancer: Diagnostic Value of Quantitative Analysis. J Comput Assist Tomogr 2016; 40:740-5. [PMID: 27224230 DOI: 10.1097/rct.0000000000000432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE The aim of the study was to assess the diagnostic value of computed tomography perfusion (CTp) of prostate in distinguishing between normal tissue and malignant lesion by using quantitative threshold values of CTp parameters. MATERIALS AND METHODS Sixty-one consecutive men with indication for radical prostatectomy were prospectively enrolled. All patients were intravenously injected with 80-mL bolus of nonionic iodinated contrast medium during cine-mode acquisition protocol. Perfusion data sets were analyzed by a dedicated software system and values for each of the 4 CTp parameters (blood volume, blood flow, mean transit time, and permeability surface-area product measurements) were recorded. Receiver operating characteristic curves were calculated to find which CTp parameter and which cutoff value might reveal the best diagnostic accuracy. Histopathology was used as reference standard. RESULTS Statistical correlation between radiological and pathological results was performed on 48 patients using 3456 segmented squares. Blood volume and permeability surface revealed the best diagnostic accuracy for differentiating between malignant and benign squares, with cutoff values of 6.1 and 16.5, respectively, and a sensitivity of 84.8% and 81.8%, respectively. All parameters showed also a high negative predictive value: 97.1% for blood volume and 95.4% for permeability surface. CONCLUSIONS Blood volume and permeability surface are the 2 CTp parameters with the highest diagnostic accuracy in differentiating between normal tissue and prostatic neoplasia. Due to the extremely high negative predictive value, they are particularly valuable in excluding the presence of cancer and thus resulting potentially useful in assessing cancer response to adjuvant therapy.
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17
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Wegelin O, Henken KR, Somford DM, Breuking FAM, Bosch RJ, van Swol CFP, van Melick HHE. An Ex Vivo Phantom Validation Study of an MRI-Transrectal Ultrasound Fusion Device for Targeted Prostate Biopsy. J Endourol 2016; 30:685-91. [PMID: 26886510 DOI: 10.1089/end.2015.0864] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVES To evaluate the ex vivo accuracy of an MRI-TRUS fusion device for guiding targeted prostate biopsies, to identify the origin of errors, and to evaluate the likelihood that lesions can be accurately targeted. MATERIALS AND METHODS Three prostate phantoms were used to perform 27 biopsies using transperineal MRI-TRUS fusion. All phantoms underwent 3-T MRI. The prostate contour and nine lesions were delineated onto the MRI. A 3D-US dataset was generated and fused with the MRI. Per lesion, one needle was virtually planned. The postbiopsy needle location was virtually registered. The needle trajectory was marked using an MRI-safe guidewire. Postinterventional MRI was performed. The coordinates of the lesion on preinterventional MRI, the virtually planned needle, the virtually registered needle, and the marked needle trajectory on postinterventional MRI were documented and used to calculate the planning error (PE), targeting error (TE), and overall error (OE). Using the OE in the transversal plane, an upper one-sided tolerance interval was calculated to assess the likelihood that a biopsy needle was on target. RESULTS In the transversal plane, the mean PE, TE, and OE were 1.18, 0.39, and 2.33 mm, respectively. Using a single biopsy core, the likelihood that lesions with a diameter of 2 mm can be accurately targeted is 26%; lesions of 3 mm 61%; lesions of 4 mm 86%; lesions of 5 mm 96%; and lesions of 6 mm 99%. The likelihood of accurate sampling increases if more biopsy cores are used. CONCLUSION MRI-TRUS fusion allows for accurate sampling of MRI-identified lesions with an OE of 2.33 mm. Lesions with a diameter of 3 mm or more can be accurately targeted. These results should be considered the lower limit of in vivo accuracy.
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Affiliation(s)
- Olivier Wegelin
- 1 Department of Urology, St. Antonius Hospital , Nieuwegein, The Netherlands
| | - Kirsten R Henken
- 2 Department of Medical Physics and Instrumentation, St. Antonius Hospital , Nieuwegein, The Netherlands
| | - Diederik M Somford
- 3 Department of Urology, Canisius Wilhelmina Hospital , Nijmegen, The Netherlands
| | - Frans A M Breuking
- 4 Department of Radiology, St. Antonius Hospital , Nieuwegein, The Netherlands
| | - Ruud J Bosch
- 5 Department of Urology, University Medical Centre , Utrecht, The Netherlands
| | - Christiaan F P van Swol
- 2 Department of Medical Physics and Instrumentation, St. Antonius Hospital , Nieuwegein, The Netherlands
| | - Harm H E van Melick
- 1 Department of Urology, St. Antonius Hospital , Nieuwegein, The Netherlands
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18
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Wang Y, Cheng JZ, Ni D, Lin M, Qin J, Luo X, Xu M, Xie X, Heng PA. Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration. IEEE TRANSACTIONS ON MEDICAL IMAGING 2016; 35:589-604. [PMID: 26441446 DOI: 10.1109/tmi.2015.2485299] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Registration and fusion of magnetic resonance (MR) and 3D transrectal ultrasound (TRUS) images of the prostate gland can provide high-quality guidance for prostate interventions. However, accurate MR-TRUS registration remains a challenging task, due to the great intensity variation between two modalities, the lack of intrinsic fiducials within the prostate, the large gland deformation caused by the TRUS probe insertion, and distinctive biomechanical properties in patients and prostate zones. To address these challenges, a personalized model-to-surface registration approach is proposed in this study. The main contributions of this paper can be threefold. First, a new personalized statistical deformable model (PSDM) is proposed with the finite element analysis and the patient-specific tissue parameters measured from the ultrasound elastography. Second, a hybrid point matching method is developed by introducing the modality independent neighborhood descriptor (MIND) to weight the Euclidean distance between points to establish reliable surface point correspondence. Third, the hybrid point matching is further guided by the PSDM for more physically plausible deformation estimation. Eighteen sets of patient data are included to test the efficacy of the proposed method. The experimental results demonstrate that our approach provides more accurate and robust MR-TRUS registration than state-of-the-art methods do. The averaged target registration error is 1.44 mm, which meets the clinical requirement of 1.9 mm for the accurate tumor volume detection. It can be concluded that the presented method can effectively fuse the heterogeneous image information in the elastography, MR, and TRUS to attain satisfactory image alignment performance.
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19
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Mertan FV, Berman R, Szajek K, Pinto PA, Choyke PL, Turkbey B. Evaluating the Role of mpMRI in Prostate Cancer Assessment. Expert Rev Med Devices 2016; 13:129-41. [PMID: 26690507 PMCID: PMC6364697 DOI: 10.1586/17434440.2016.1134311] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Prostate cancer is the most common malignancy among American men. The role of multi-parametric MRI has recently gained more importance in detection of prostate cancer, its targeted biopsy, and focal therapy guidance. In this review, uses of multi-parametric MRI in prostate cancer assessment and treatment are discussed.
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Affiliation(s)
| | - Rose Berman
- Molecular Imaging Program, NCI, NIH, Bethesda, MD, USA
| | - Kathryn Szajek
- Molecular Imaging Program, NCI, NIH, Bethesda, MD, USA
- Department of Science, Mount St. Mary’s University, Emmitsburg, MD, USA
| | | | | | - Baris Turkbey
- Molecular Imaging Program, NCI, NIH, Bethesda, MD, USA
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20
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Value of functional MRI in evaluation of patients with suspected prostate cancer. THE EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE 2015. [DOI: 10.1016/j.ejrnm.2015.07.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
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21
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Frame FM, Savoie H, Bryden F, Giuntini F, Mann VM, Simms MS, Boyle RW, Maitland NJ. Mechanisms of growth inhibition of primary prostate epithelial cells following gamma irradiation or photodynamic therapy include senescence, necrosis, and autophagy, but not apoptosis. Cancer Med 2015; 5:61-73. [PMID: 26590118 PMCID: PMC4708897 DOI: 10.1002/cam4.553] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Revised: 08/14/2015] [Accepted: 09/04/2015] [Indexed: 12/15/2022] Open
Abstract
In comparison to more differentiated cells, prostate cancer stem-like cells are radioresistant, which could explain radio-recurrent prostate cancer. Improvement of radiotherapeutic efficacy may therefore require combination therapy. We have investigated the consequences of treating primary prostate epithelial cells with gamma irradiation and photodynamic therapy (PDT), both of which act through production of reactive oxygen species (ROS). Primary prostate epithelial cells were cultured from patient samples of benign prostatic hyperplasia and prostate cancer prior to treatment with PDT or gamma irradiation. Cell viability was measured using MTT and alamar blue assay, and cell recovery by colony-forming assays. Immunofluorescence of gamma-H2AX foci was used to quantify DNA damage, and autophagy and apoptosis were assessed using Western blots. Necrosis and senescence were measured by propidium iodide staining and beta-galactosidase staining, respectively. Both PDT and gamma irradiation reduced the colony-forming ability of primary prostate epithelial cells. PDT reduced the viability of all types of cells in the cultures, including stem-like cells and more differentiated cells. PDT induced necrosis and autophagy, whereas gamma irradiation induced senescence, but neither treatment induced apoptosis. PDT and gamma irradiation therefore inhibit cell growth by different mechanisms. We suggest these treatments would be suitable for use in combination as sequential treatments against prostate cancer.
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Affiliation(s)
- Fiona M Frame
- YCR Cancer Research Unit, Department of Biology, University of York, Heslington, North Yorkshire, YO10 5DD, United Kingdom
| | - Huguette Savoie
- Department of Chemistry, University of Hull, Kingston Upon Hull, HU6 7RX, United Kingdom
| | - Francesca Bryden
- Department of Chemistry, University of Hull, Kingston Upon Hull, HU6 7RX, United Kingdom
| | - Francesca Giuntini
- School of Pharmacy and Biomolecular Sciences, Liverpool John Moores University, Liverpool, L3 2AJ, United Kingdom
| | - Vincent M Mann
- Department of Urology, Castle Hill Hospital (Hull and East Yorkshire Hospitals NHS Trust), Cottingham, HU16 5JQ, United Kingdom.,Hull York Medical School, University of Hull, Hull, HU6 7RX, United Kingdom
| | - Matthew S Simms
- Department of Urology, Castle Hill Hospital (Hull and East Yorkshire Hospitals NHS Trust), Cottingham, HU16 5JQ, United Kingdom.,Hull York Medical School, University of Hull, Hull, HU6 7RX, United Kingdom
| | - Ross W Boyle
- Department of Chemistry, University of Hull, Kingston Upon Hull, HU6 7RX, United Kingdom
| | - Norman J Maitland
- YCR Cancer Research Unit, Department of Biology, University of York, Heslington, North Yorkshire, YO10 5DD, United Kingdom
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22
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Chandra RA, Chen MH, Zhang D, Loffredo M, D'Amico AV. Age, Comorbidity, and the Risk of Prostate Cancer-Specific Mortality in Men With Biopsy Gleason Score 4+3: Implications on Patient Selection for Multiparametric MRI. Clin Genitourin Cancer 2015; 13:400-405. [DOI: 10.1016/j.clgc.2015.03.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Revised: 03/04/2015] [Accepted: 03/06/2015] [Indexed: 11/29/2022]
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23
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Brown AM, Elbuluk O, Mertan F, Sankineni S, Margolis DJ, Wood BJ, Pinto PA, Choyke PL, Turkbey B. Recent advances in image-guided targeted prostate biopsy. ABDOMINAL IMAGING 2015; 40:1788-99. [PMID: 25596716 PMCID: PMC6666428 DOI: 10.1007/s00261-015-0353-8] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Prostate cancer is a common malignancy in the United States that results in over 30,000 deaths per year. The current state of prostate cancer diagnosis, based on PSA screening and sextant biopsy, has been criticized for both overdiagnosis of low-grade tumors and underdiagnosis of clinically significant prostate cancers (Gleason score ≥7). Recently, image guidance has been added to perform targeted biopsies of lesions detected on multi-parametric magnetic resonance imaging (mpMRI) scans. These methods have improved the ability to detect clinically significant cancer, while reducing the diagnosis of low-grade tumors. Several approaches have been explored to improve the accuracy of image-guided targeted prostate biopsy, including in-bore MRI-guided, cognitive fusion, and MRI/transrectal ultrasound fusion-guided biopsy. This review will examine recent advances in these image-guided targeted prostate biopsy techniques.
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Affiliation(s)
- Anna M. Brown
- Molecular Imaging Program, National Cancer Institute, NIH, Bethesda, MD, USA
- Duke University School of Medicine, Durham, NC, USA
| | - Osama Elbuluk
- Molecular Imaging Program, National Cancer Institute, NIH, Bethesda, MD, USA
- David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Francesca Mertan
- Molecular Imaging Program, National Cancer Institute, NIH, Bethesda, MD, USA
- Grove City College, Grove City, Pennsylvania, USA
| | - Sandeep Sankineni
- Molecular Imaging Program, National Cancer Institute, NIH, Bethesda, MD, USA
| | | | - Bradford J. Wood
- Center for Interventional Oncology, National Cancer Institute, NIH, Bethesda, MD, USA
| | - Peter A. Pinto
- Center for Interventional Oncology, National Cancer Institute, NIH, Bethesda, MD, USA
- Urologic Oncology Branch, National Cancer Institute, NIH, Bethesda, MD, USA
| | - Peter L. Choyke
- Molecular Imaging Program, National Cancer Institute, NIH, Bethesda, MD, USA
| | - Baris Turkbey
- Molecular Imaging Program, National Cancer Institute, NIH, Bethesda, MD, USA
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24
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Performance of biopsy factors in predicting unfavorable disease in patients eligible for active surveillance according to the PRIAS criteria. Prostate Cancer Prostatic Dis 2015; 18:338-42. [PMID: 26032650 DOI: 10.1038/pcan.2015.26] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Revised: 04/06/2015] [Accepted: 04/13/2015] [Indexed: 12/20/2022]
Abstract
BACKGROUND To assess the added value of biopsy factors, like maximum cancer length in a core (MCL), cumulative cancer length (CCL), cumulative length of positive cores (CLPC), percentage of cancer involvement in positive cores (CIPC) and the Prostate Cancer Research International: Active Surveillance (PRIAS) criteria in patients who underwent radical prostatectomy (RP) but eligible for active surveillance (AS). METHODS From January 2002 to December 2007, 750 consecutive subjects underwent RP. We identified 147 (19.07%) patients who were eligible for AS based on PRIAS criteria: clinical stage T1c or T2, PSA level of ⩽ 10 ng ml(-1), Gleason score ⩽ 6, PSA-D of <0.2 ng ml(-2) and one or two positive biopsy cores. We calculated the diagnostic accuracy of biopsy factors in determining pathological confirmed unfavorable disease. Decision curve analysis (DCA) were performed. RESULTS Of all subjects, 95 patients (66.43%) had favorable whereas 48 had (33.57%) unfavorable disease. On multivariate analyses, the inclusion of MCL, CCL, CLPC and CIPC significantly increased the accuracy of the base multivariate model in predicting unfavorable disease. The gain in predictive accuracy for MCL in a core, CCL, CLPC and CIPC ranged from 13 to 27%. The DCA shows that adding MCL, CCL, CLPC and CIPC resulted in a greater net benefit when the probability of ranges between 15 and 50%. The models can be applied at the cost of missing not more than 16.83% of unfavorable disease. CONCLUSIONS Our findings suggested that the addition of these biopsy factors to PRIAS criteria has the potential to significantly increase the ability to detect unfavorable disease.
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25
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Carlucci G, Kuipers A, Ananias HJK, de Paula Faria D, Dierckx RAJO, Helfrich W, Rink R, Moll GN, de Jong IJ, Elsinga PH. GRPR-selective PET imaging of prostate cancer using [(18)F]-lanthionine-bombesin analogs. Peptides 2015; 67:45-54. [PMID: 25797109 DOI: 10.1016/j.peptides.2015.03.004] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2014] [Revised: 03/02/2015] [Accepted: 03/09/2015] [Indexed: 01/20/2023]
Abstract
The gastrin-releasing peptide receptor (GRPR) is overexpressed in a variety of human malignancies, including prostate cancer. Bombesin (BBN) is a 14 amino acids peptide that selectively binds to GRPR. In this study, we developed two novel Al(18)F-labeled lanthionine-stabilized BBN analogs, designated Al(18)F-NOTA-4,7-lanthionine-BBN and Al(18)F-NOTA-2,6-lanthionine-BBN, for positron emission tomography (PET) imaging of GRPR expression using xenograft prostate cancer models. (Methyl)lanthionine-stabilized 4,7-lanthionine-BBN and 2,6-lanthionine-BBN analogs were conjugated with a NOTA chelator and radiolabeled with Al(18)F using the aluminum fluoride strategy. Al(18)F-NOTA-4,7-lanthionine-BBN and Al(18)F-NOTA-2,6-lanthionine-BBN was labeled with Al(18)F with good radiochemical yield and specific activity>30 GBq/μmol for both radiotracers. The logD values measured for Al(18)F-NOTA-4,7-lanthionine-BBN and Al(18)F-NOTA-2,6-lanthionine-BBN were -2.14 ± 0.14 and -2.34 ± 0.15, respectively. In athymic nude PC-3 xenografts, at 120 min post injection (p.i.), the uptake of Al(18)F-NOTA-4,7-lanthionine-BBN and Al(18)F-NOTA-2,6-lanthionine-BBN in prostate cancer (PC-3) mouse models was 0.82 ± 0.23% ID/g and 1.40 ± 0.81% ID/g, respectively. An excess of unlabeled ɛ-aminocaproic acid-BBN(7-14) (300-fold) was co-injected to assess GRPR binding specificity. Tumor uptake of Al(18)F-NOTA-4,7-lanthionine-BBN and Al(18)F-NOTA-2,6-lanthionine-BBN in PC-3 tumors was evaluated by microPET (μPET) imaging at 30, 60 and 120 min p.i. Blocking studies showed decreased uptake in PC-3 bearing mice. Stabilized 4,7-lanthionine-BBN and 2,6-lanthionine-BBN peptides were rapidly and successfully labeled with (18)F. Both tracers may have potential for GRPR-positive tumor imaging.
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Affiliation(s)
- G Carlucci
- Department of Urology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Department of Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - A Kuipers
- Lanthio Pharma, Groningen, The Netherlands
| | - H J K Ananias
- Department of Urology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - D de Paula Faria
- Department of Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - R A J O Dierckx
- Department of Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - W Helfrich
- Surgical Research Laboratory, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - R Rink
- Lanthio Pharma, Groningen, The Netherlands
| | - G N Moll
- Lanthio Pharma, Groningen, The Netherlands; Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands
| | - I J de Jong
- Department of Urology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - P H Elsinga
- Department of Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
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Lopes PM, Sepúlveda L, Ramos R, Sousa P. The role of transrectal ultrasound in the diagnosis of prostate cancer: new contributions. Radiol Bras 2015; 48:7-11. [PMID: 25798001 PMCID: PMC4366021 DOI: 10.1590/0100-3984.2013.0010] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2013] [Accepted: 06/06/2014] [Indexed: 11/22/2022] Open
Abstract
Objective The present study was aimed at evaluating the contribution of transrectal prostate
ultrasound in the screening for prostate neoplasias and in the guidance of
prostate biopsies. Materials and Methods Prospective study developed over a one-year period. All the patients with
indication for prostate biopsy were evaluated. Regardless of PSA values, the
patients underwent ultrasound in order to identify suspicious nodules (confirmed
by two observers). Sextant biopsy was subsequently performed. In cases of finding
suspicious nodules, an additional puncture directed to such nodules was done. Results In a total of 155 cases the prevalence of malignancy was of 53%. Suspicious
nodules were detected in 34 patients, and 25 where malignant (positive predictive
value of 74%). The specificity and sensitivity for suspicious nodules were 88% and
31% respectively. Comparatively with the randomly obtained sextant specimens, the
rate of findings of neoplasia was higher in the specimens obtained with puncture
directed to the nodule (p = 0.032). No statistically significant
difference was observed in the Gleason score for both types of specimens
(p = 0.172). Conclusion The high positive predictive value and the high rate of findings of neoplasia in
specimens of suspicious nodules should be taken into consideration in the future.
The authors suggest a biopsy technique similar to the one described in the present
study (sextant biopsy plus puncture directed to the suspicious nodule).
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Affiliation(s)
- Pedro Marinho Lopes
- Intern Physician, Unit of Radiology, Hospital Distrital de Santarém, Santarém, Portugal
| | - Luís Sepúlveda
- Intern Physician, Unit of Urology, Centro Hospital de Trás-os-Montes e Alto Douro, Vila Real, Portugal
| | - Rui Ramos
- MDs, Radiologists, Centro Hospital de Trás-os-Montes e Alto Douro, Vila Real, Portugal
| | - Pedro Sousa
- MDs, Radiologists, Centro Hospital de Trás-os-Montes e Alto Douro, Vila Real, Portugal
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Billing A, Buchner A, Stief C, Roosen A. Preoperative mp-MRI of the prostate provides little information about staging of prostate carcinoma in daily clinical practice. World J Urol 2014; 33:923-8. [DOI: 10.1007/s00345-014-1448-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2014] [Accepted: 11/17/2014] [Indexed: 01/08/2023] Open
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Correas JM, Tissier AM, Khairoune A, Vassiliu V, Méjean A, Hélénon O, Memo R, Barr RG. Prostate cancer: diagnostic performance of real-time shear-wave elastography. Radiology 2014; 275:280-9. [PMID: 25599156 DOI: 10.1148/radiol.14140567] [Citation(s) in RCA: 93] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To prospectively evaluate the performance of real-time ultrasonographic (US) shear-wave elastography (SWE) in the diagnosis of peripheral zone prostate cancer in patients with high and/or increasing prostate-specific antigen levels and/or abnormal digital rectal examination results. MATERIALS AND METHODS After signing an informed consent form, men referred for transrectal prostate biopsy were enrolled in this prospective HIPAA-compliant two-center study, which was conducted with institutional review board approval. Transrectal US SWE of the prostate was performed after a conventional transrectal US examination and immediately before US-guided 12-core sextant biopsy. For each sextant, the maximum SWE value was measured and matched to the pathologic results of that sextant biopsy. The diagnostic performance of SWE was assessed at both patient and sextant levels. The elasticity value maximizing the Youden index was used to derive sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV). RESULTS The elasticity values were matched to pathologic results for a total of 1040 peripheral zone sextants in 184 men. One hundred twenty-nine positive biopsy findings (size, ≥3 mm; Gleason score, ≥6) were identified in 68 patients. The sextant-level sensitivity, specificity, PPV, NPV, and area under the receiver operating characteristic curve for SWE with a cutoff of 35 kPa for differentiating benign from malignant lesions were 96% (95% confidence interval [CI]: 95%, 97%), 85% (95% CI: 83%, 87%), 48% (95% CI: 46%, 50%), 99% (95% CI: 98%, 100%), and 95% (95% CI: 93%, 97%), respectively. CONCLUSION Use of a 35-kPa threshold at SWE may provide additional information for the detection and biopsy guidance of prostate cancer, enabling a substantial reduction in the number of biopsies while ensuring that few peripheral zone adenocarcinomas are missed.
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Affiliation(s)
- Jean-Michel Correas
- From the Departments of Adult Radiology (J.M.C., A.M.T., A.K.) and Histopathology (V.V., O.H.), Necker University Hospital, Paris, France; Department of Urology, Hôpital Européen Georges Pompidou, Paris, France (A.M.); Department of Urology, Northeastern Ohio Medical University, Youngstown, Ohio (R.M.); and Radiology Consultants, 250 DeBartolo Pl, Youngstown, OH 44512 (R.G.B.)
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Accuracy of multiparametric MRI for prostate cancer detection: a meta-analysis. AJR Am J Roentgenol 2014; 202:343-51. [PMID: 24450675 DOI: 10.2214/ajr.13.11046] [Citation(s) in RCA: 322] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVE The purpose of this diagnostic meta-analysis was to determine the diagnostic accuracy of multiparametric MRI for prostate cancer detection using anatomic T2-weighted imaging combined with two functional techniques: diffusion-weighted imaging (DWI) and dynamic contrast-enhanced MRI (DCE-MRI). MATERIALS AND METHODS We searched electronic databases, including MEDLINE, Embase, and the Cochrane Central Register of Controlled Trials (CENTRAL) up to February 3, 2012. We included diagnostic accuracy studies using a combination of T2-weighted imaging, DWI, and DCE-MRI to detect prostate cancer with histopathologic data from prostatectomy or biopsy as the reference standard. The methodologic quality was assessed with version 2 of the Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) tool by two independent reviewers. Sensitivity and specificity of all studies were calculated from 2 × 2 tables, and the results were plotted in a hierarchic summary receiver operating characteristic plot. RESULTS Seven studies that met the inclusion criteria (526 patients) could be analyzed. The pooled data showed a specificity of 0.88 (95% CI, 0.82-0.92) and sensitivity of 0.74 (95% CI, 0.66-0.81) for prostate cancer detection, with negative predictive values (NPVs) ranging from 0.65 to 0.94. Subgroup analyses showed no significant difference between the subgroups. CONCLUSION The high specificity with variable but high NPVs and sensitivities implies a potential role for multiparametric MRI in detecting prostate cancer.
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Russo GI, Cimino S, Castelli T, Favilla V, Urzì D, Veroux M, Madonia M, Morgia G. Percentage of cancer involvement in positive cores can predict unfavorable disease in men with low-risk prostate cancer but eligible for the prostate cancer international: Active surveillance criteria. Urol Oncol 2014; 32:291-6. [DOI: 10.1016/j.urolonc.2013.07.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2013] [Revised: 07/03/2013] [Accepted: 07/03/2013] [Indexed: 11/29/2022]
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Hirst AM, Frame FM, Maitland NJ, O'Connell D. Low temperature plasma: a novel focal therapy for localized prostate cancer? BIOMED RESEARCH INTERNATIONAL 2014; 2014:878319. [PMID: 24738076 PMCID: PMC3971493 DOI: 10.1155/2014/878319] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/16/2013] [Accepted: 02/06/2014] [Indexed: 12/16/2022]
Abstract
Despite considerable advances in recent years for the focal treatment of localized prostate cancer, high recurrence rates and detrimental side effects are still a cause for concern. In this review, we compare current focal therapies to a potentially novel approach for the treatment of early onset prostate cancer: low temperature plasma. The rapidly evolving plasma technology has the potential to deliver a wide range of promising medical applications via the delivery of plasma-induced reactive oxygen and nitrogen species. Studies assessing the effect of low temperature plasma on cell lines and xenografts have demonstrated DNA damage leading to apoptosis and reduction in cell viability. However, there have been no studies on prostate cancer, which is an obvious candidate for this novel therapy. We present here the potential of low temperature plasma as a focal therapy for prostate cancer.
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Affiliation(s)
- Adam M Hirst
- Department of Physics, York Plasma Institute, University of York, Heslington, York YO10 5DD, UK
| | - Fiona M Frame
- YCR Cancer Research Unit, Department of Biology, University of York, Heslington, York YO10 5DD, UK
| | - Norman J Maitland
- YCR Cancer Research Unit, Department of Biology, University of York, Heslington, York YO10 5DD, UK
| | - Deborah O'Connell
- Department of Physics, York Plasma Institute, University of York, Heslington, York YO10 5DD, UK
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Cornelis F, Rigou G, Le Bras Y, Coutouly X, Hubrecht R, Yacoub M, Pasticier G, Robert G, Grenier N. Real-time Contrast-enhanced Transrectal US-guided Prostate Biopsy: Diagnostic Accuracy in Men with Previously Negative Biopsy Results and Positive MR Imaging Findings. Radiology 2013; 269:159-66. [DOI: 10.1148/radiol.13122393] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Abstract
PURPOSE OF REVIEW The aim of active surveillance is to avoid radical treatment and its side-effects in men who have truly low risk prostate cancer, whilst offering radical treatment to those men who are at higher risk of local progression or metastatic disease. The traditional tools used to attribute these risk categories are prostate specific antigen, digital rectal examination, transrectal biopsy and their repeated application over time. MRI is emerging as a tool which may be able to more accurately determine the risk of significant disease at diagnosis and progression of disease over time. This review will examine the role of MRI in men on active surveillance. RECENT FINDINGS The body of work on MRI as a tool for the detection of significant cancer is rapidly increasing, both in men undergoing initial assessment for prostate cancer risk, and in those who have low risk cancer on standard transrectal ultrasound guided biopsy. In addition, the use of MRI as a tool to detect change in prostate cancer is being explored by a small number of groups. SUMMARY Multiparametric MRI is a useful tool in the initial assessment and surveillance of men who choose to avoid radical treatment when first diagnosed with localized prostate cancer.
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Arumainayagam N, Ahmed HU, Moore CM, Freeman A, Allen C, Sohaib SA, Kirkham A, van der Meulen J, Emberton M. Multiparametric MR imaging for detection of clinically significant prostate cancer: a validation cohort study with transperineal template prostate mapping as the reference standard. Radiology 2013; 268:761-9. [PMID: 23564713 DOI: 10.1148/radiol.13120641] [Citation(s) in RCA: 137] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
Abstract
PURPOSE To evaluate the diagnostic performance of multiparametric (MP) magnetic resonance (MR) imaging for prostate cancer detection by using transperineal template prostate mapping (TTPM) biopsies as the reference standard and to determine the potential ability of MP MR imaging to identify clinically significant prostate cancer. MATERIALS AND METHODS Institutional review board exemption was granted by the local research ethics committee for this retrospective study. Included were 64 men (mean age, 62 years [range, 40-76]; mean prostate-specific antigen, 8.2 ng/mL [8.2 μg/L] [range, 2.1-43 ng/mL]), 51 with biopsy-proved cancer and 13 suspected of having clinically significant cancer that was biopsy negative or without prior biopsy. MP MR imaging included T2-weighted, dynamic contrast-enhanced and diffusion-weighted imaging (1.5 T, pelvic phased-array coil). Three radiologists independently reviewed images and were blinded to results of biopsy. Two-by-two tables were derived by using sectors of analysis of four quadrants, two lobes, and one whole prostate. Primary target definition for clinically significant disease necessary to be present within a sector of analysis on TTPM for that sector to be deemed positive was set at Gleason score of 3+4 or more and/or cancer core length involvement of 4 mm or more. Sensitivity, negative predictive value, and negative likelihood ratio were calculated to determine ability of MP MR imaging to rule out cancer. Specificity, positive predictive value, positive likelihood ratio, accuracy (overall fraction correct), and area under receiver operating characteristic curves were also calculated. RESULTS Twenty-eight percent (71 of 256) of sectors had clinically significant cancer by primary endpoint definition. For primary endpoint definition (≥ 4 mm and/or Gleason score ≥ 3+4), sensitivity, negative predictive value, and negative likelihood ratios were 58%-73%, 84%-89%, and 0.3-0.5, respectively. Specificity, positive predictive value, and positive likelihood ratios were 71%-84%, 49%-63%, and 2.-3.44, respectively. Area under the curve values were 0.73-0.84. CONCLUSION Results of this study indicate that MP MR imaging has a high negative predictive value to rule out clinically significant prostate cancer and may potentially have clinical use in diagnostic pathways of men at risk.
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Affiliation(s)
- Nimalan Arumainayagam
- Division of Surgery and Interventional Sciences, University College, Charles Bell House, 67-73 Riding House St, London W1W 7EJ, England
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Lunacek A, Simon J, Bernt R, Huber M, Plas E, Mrstik C. Increased rate of positive biopsies using a combination of MR-Tomography, spectroscopy and diffusion-weighted magnetic resonance imaging prior to prostate biopsies in patients with persistent elevated prostate-specific antigen values: A retrospective analysis. Urol Ann 2013; 5:76-80. [PMID: 23798861 PMCID: PMC3685749 DOI: 10.4103/0974-7796.110001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2011] [Accepted: 03/03/2012] [Indexed: 02/07/2023] Open
Abstract
Purpose: Persistently elevated prostate-specific antigen (PSA) values following negative biopsies result in a diagnostic dilemma. In order to improve detection rates in patients with former negative biopsies and persistently elevated PSA values, magnetic resonance tomography (MRT), magnetic resonance spectroscopy (MRS), and diffusion-weighted magnetic resonance imaging (DW-MRI) were performed prior to prostate rebiopsies. Materials and Methods: Over a 14-month period, 67 patients (mean age of 66 years) with a history of 1-5 negative biopsies underwent endorectal magnetic resonance imaging (MRI) using T2-weighted MRT MRS and DW-MRI before an additional prostate biopsy was performed. Subsequently, 5 contrast-enhanced transrectal ultrasound-guided biopsies were performed according to a 10-core systematic scheme. Out of the 67 men, 25 patients had positive biopsies and opted for radical prostatectomy. Histological evaluation of cancer localization, PSA, diameters of primary tumors, numbers and diameters of satellite tumors, prostate volume, and staging pathology was performed. These findings were compared with MRI and MRS results. Results: Serum PSA levels ranged from 3.1 to 19.5 g/ml (median level of 7.96 ng/ml). After the 25 patients underwent radical prostatectomy, analysis of 20 whole-mount sections of 25 radical retropubic prostatectomy (RPE) specimens presented results agreeing with the tumor location from MRI and MRS data. Conclusions: The aim of image-guided diagnostics should be to provide more critical information prior to biopsy. Furthermore, the acquisition of such data is important for better risk stratification in therapeutic decisions.
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Affiliation(s)
- A Lunacek
- Department of Urology, Hanusch Krankenhaus, Vienna, Austria
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Li B, Du Y, Yang H, Huang Y, Meng J, Xiao D. Magnetic resonance imaging for prostate cancer clinical application. Chin J Cancer Res 2013; 25:240-9. [PMID: 23592906 DOI: 10.3978/j.issn.1000-9604.2013.03.06] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2012] [Accepted: 12/14/2012] [Indexed: 01/16/2023] Open
Abstract
As prostate cancer is a biologically heterogeneous disease for which a variety of treatment options are available, the major objective of prostate cancer imaging is to achieve more precise disease characterization. In clinical practice, magnetic resonance imaging (MRI) is one of the imaging tools for the evaluation of prostate cancer, the fusion of MRI or dynamic contrast-enhanced MRI (DCE-MRI) with magnetic resonance spectroscopic imaging (MRSI) is improving the evaluation of cancer location, size, and extent, while providing an indication of tumor aggressiveness. This review summarizes the role of MRI in the application of prostate cancer and describes molecular MRI techniques (including MRSI and DCE-MRI) for aiding prostate cancer management.
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Affiliation(s)
- Bing Li
- Sichuan Key Laboratory of Medical Imaging, Affiliated Hospital of North Sichuan Medical College, Nanchong 637000, China ; Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong 637000, China
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Wang J, Kang C, Feng T, Xue J, Shi K, Li T, Liu X, Wang Y. Effect of instrument settings on liquid-containing lesion images characterized by radiofrequency ultrasound local estimators. Z Med Phys 2013; 23:94-101. [PMID: 23375507 DOI: 10.1016/j.zemedi.2012.12.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2012] [Revised: 12/14/2012] [Accepted: 12/19/2012] [Indexed: 11/17/2022]
Abstract
The purpose of this study was to investigate the effects of ultrasonic instrument gain, transducer frequency, and depth on the color variety and color filling of radiofrequency ultrasonic local estimators (RULES) images which indicated specific physical representation of liquid-containing lesions in order to find the optimal settings for the clinical application of RULES in liquid-containing lesions. Changing the ultrasonic instrument gain, transducer frequency, and depth affected the color filling and color variety of 21 pathologically-confirmed liquid-containing lesion images analyzed by RULES. Blue colored fill dominated the RULES images to represent the liquid-containing lesions. A frequency of 12.5MHz led to red and green colors along the inner edges of the liquid-containing lesions. Changing the gain resulted in significantly different blue colored filling that was highest when the gain was 90 to 100. Changing the frequency also significantly changed the blue color filling, with the highest filling occurring at 12.5MHz. Changing the depth did not affect the blue color filling. The liquid components of the lesions may be identified by their characteristic manifestations in RULES, where color variety is affected by transducer frequency and blue color filling which represent liquid-containing lesions in RULES images is affected by frequency and gain.
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Affiliation(s)
- Jian Wang
- Department of Ultrasound, Shanxi Academy of Medical Sciences & Shanxi DAYI Hospital, No. 99, Longcheng Da Jie, Taiyuan, Shanxi, P R China
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Robertson NL, Hu Y, Ahmed HU, Freeman A, Barratt D, Emberton M. Prostate cancer risk inflation as a consequence of image-targeted biopsy of the prostate: a computer simulation study. Eur Urol 2013; 65:628-34. [PMID: 23312572 PMCID: PMC3925797 DOI: 10.1016/j.eururo.2012.12.057] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2012] [Accepted: 12/23/2012] [Indexed: 11/17/2022]
Abstract
Background Prostate biopsy parameters are commonly used to attribute cancer risk. A targeted approach to lesions found on imaging may have an impact on the risk attribution given to a man. Objective To evaluate whether, based on computer simulation, targeting of lesions during biopsy results in reclassification of cancer risk when compared with transrectal ultrasound (TRUS) guided biopsy. Design, setting, and participants A total of 107 reconstructed three-dimensional models of whole-mount radical prostatectomy specimens were used for computer simulations. Systematic 12-core TRUS biopsy was compared with transperineal targeted biopsies using between one and five cores. All biopsy strategies incorporated operator and needle deflection error. A target was defined as any lesion ≥0.2 ml. A false-positive magnetic resonance imaging identification rate of 34% was applied. Outcome measurements and statistical analysis Sensitivity was calculated for the detection of all cancer and clinically significant disease. Cases were designated as high risk based on achieving ≥6 mm cancer length and/or ≥50% positive cores. Statistical significance (p values) was calculated using both a paired Kolmogorov-Smirnov test and the t test. Results and limitations When applying a widely used biopsy criteria to designate risk, 12-core TRUS biopsy classified only 24% (20 of 85) of clinically significant cases as high risk, compared with 74% (63 of 85) of cases using 4 targeted cores. The targeted strategy reported a significantly higher proportion of positive cores (44% vs 11%; p < 0.0001) and a significantly greater mean maximum cancer core length (7.8 mm vs 4.3 mm; p < 0.0001) when compared with 12-core TRUS biopsy. Computer simulations may not reflect the sources of errors encountered in clinical practice. To mitigate this we incorporated all known major sources of error to maximise clinical relevance. Conclusions Image-targeted biopsy results in an increase in risk attribution if traditional criteria, based on cancer core length and the proportion of positive cores, are applied. Targeted biopsy strategies will require new risk stratification models that account for the increased likelihood of sampling the tumour.
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Affiliation(s)
| | - Yipeng Hu
- UCL Centre for Medical Image Computing, Department of Medical Physics and Bioengineering, University College London, London, UK
| | - Hashim U Ahmed
- Department of Urology, University College London Hospital Trust, London, UK; Division of Surgery and Interventional Science, University College London, London, UK
| | - Alex Freeman
- Department of Histopathology, University College London Hospital Trust, London, UK
| | - Dean Barratt
- UCL Centre for Medical Image Computing, Department of Medical Physics and Bioengineering, University College London, London, UK
| | - Mark Emberton
- Department of Urology, University College London Hospital Trust, London, UK; Division of Surgery and Interventional Science, University College London, London, UK
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Abstract
PURPOSE OF REVIEW Present the current status of transrectal ultrasound imaging in prostate cancer (PCa) and discuss the latest techniques now under preclinical evaluation. RECENT FINDINGS Three-dimensional ultrasound and quantification techniques are superior to two-dimensional ultrasound in visualizing PCa and can be beneficial in staging prior to operation. Doppler-guided biopsies are more likely to yield positive results, especially when high Gleason scores are present. Furthermore, Vardenafil usage strengthens Doppler enhancement and can help in increasing the diagnostic accuracy of Doppler. Multiple studies show elastography to be a promising new addition to the ultrasound investigations for detection of PCa. Especially the recently introduced Shear Wave Elastography shows decreased user dependency and increased PCa detection rates. MRI can also aid in the diagnostics of PCa. However, MRI-guided biopsies are more complicated compared to ultrasound guidance. MRI/ultrasound fusion combines best of both techniques and, although just recently emerged, the studies available show promising PCa detection rates. SUMMARY Technical improvements in classical ultrasound modalities (2D/3D-greyscale, Doppler) and new modalities (elastography/MRI/ultrasound fusion) raised the accuracy of PCa detection. Especially latest elastography and MRI/ultrasound fusion are showing promising results in PCa visualization.
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Pal RP, Maitra NU, Mellon JK, Khan MA. Defining prostate cancer risk before prostate biopsy. Urol Oncol 2012; 31:1408-18. [PMID: 22795499 DOI: 10.1016/j.urolonc.2012.05.012] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2012] [Revised: 05/29/2012] [Accepted: 05/31/2012] [Indexed: 12/24/2022]
Abstract
Prostate cancer is the most commonly diagnosed cancer in men. At present, patients are selected for prostate biopsy on the basis of age, serum prostate specific antigen (PSA), and prostatic digital rectal examination (DRE) findings. However, due to limitations in the use of PSA and DRE, many patients undergo unnecessary prostate biopsy. A further problem arises as many patients are diagnosed and treated for indolent disease. This review of the literature highlights the strengths and weaknesses of existing methods of prebiopsy risk stratification and evaluates promising serum, urine, and radiologic prostate cancer biomarkers, which may improve risk stratification for prostate biopsy in the future.
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Affiliation(s)
- Raj P Pal
- University Hospitals of Leicester NHS Trust, Department of Urology, Leicester General Hospital, Leicester, LE5 4PW, UK.
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Sahebjavaher RS, Baghani A, Honarvar M, Sinkus R, Salcudean SE. Transperineal prostate MR elastography: initial in vivo results. Magn Reson Med 2012; 69:411-20. [PMID: 22505273 DOI: 10.1002/mrm.24268] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2011] [Revised: 02/29/2012] [Accepted: 03/01/2012] [Indexed: 12/30/2022]
Abstract
This article presents a new approach to magnetic resonance elastography of the prostate using transperineal mechanical excitation. This approach is validated using a prostate elasticity phantom and in vivo studies of healthy volunteers. It is demonstrated that the transperineal approach can generate shear wave amplitudes on the order of 6-30 μm in the mid-gland region. The driver was implemented using an electromagnetic actuator with a hydraulic transmission system. The magnetic resonance elastography acquisition time has been reduced significantly by using a "second harmonic" approach. Displacement fields are processed using the established three-dimensional local frequency estimation algorithm. The three-dimensional curl-based direct inversion was used to calculate the local wavelength. The traveling wave expansion algorithm was used to reconstruct the wave damping image for one case. Using the proposed method, it was possible to resolve lesions of 0.5 cc in the phantom study. Repeatability experiments were performed and analyzed. The results from this study indicate that transperineal magnetic resonance elastography--without an endorectal coil--is a suitable candidate for a patient study involving multiparametric magnetic resonance imaging of prostate cancer, where magnetic resonance elastography may provide additional information for improved diagnosis and image-based surveillance.
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Affiliation(s)
- Ramin S Sahebjavaher
- Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, British Columbia, Canada V6T 1Z4.
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Pinto F, Totaro A, Palermo G, Calarco A, Sacco E, D'Addessi A, Racioppi M, Valentini A, Gui B, Bassi P. Imaging in prostate cancer staging: present role and future perspectives. Urol Int 2012; 88:125-36. [PMID: 22286304 DOI: 10.1159/000335205] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Despite recent improvements in detection and treatment, prostate cancer continues to be the most common malignancy and the second leading cause of cancer-related mortality. Thus, although survival rate continues to improve, prostate cancer remains a compelling medical health problem. The major goal of prostate cancer imaging in the next decade will be more accurate disease characterization through the synthesis of anatomic, functional, and molecular imaging information in order to plan the most appropriate therapeutic strategy. No consensus exists regarding the use of imaging for evaluating primary prostate cancer. However, conventional and functional imaging are expanding their role in detection and local staging and, moreover, functional imaging is becoming of great importance in oncologic management and monitoring of therapy response. This review presents a multidisciplinary perspective on the role of conventional and functional imaging methods in prostate cancer staging.
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Affiliation(s)
- Francesco Pinto
- Department of Urology, Catholic University of the Sacred Heart, Rome, Italy.
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Sonoelastography of parotid gland tumours: initial experience and identification of characteristic patterns. Eur Radiol 2012; 22:947-56. [DOI: 10.1007/s00330-011-2344-7] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2011] [Revised: 10/28/2011] [Accepted: 11/07/2011] [Indexed: 12/19/2022]
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Ho H, Yuen JSP, Cheng CWS. Robotic prostate biopsy and its relevance to focal therapy of prostate cancer. Nat Rev Urol 2011; 8:579-85. [PMID: 21931344 DOI: 10.1038/nrurol.2011.131] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Focal therapy is an individualized treatment option for prostate cancer, which destroys localized cancerous tissue but not normal tissue, thus avoiding the morbidities associated with whole-gland therapy. Accurate cancer localization and precise ablation are integral to the success of focal therapy, which remains unproven owing to suboptimal patient selection. Currently, there are no clinical or biopsy features that can identify unifocal prostate cancer and no imaging modality that can accurately diagnose or localize prostate cancer. MRI diagnosis has the best accuracy but high cost and limited access hinder its widespread adoption. New management options, including focal therapy and active surveillance, require prostate biopsy to detect, localize and characterize the cancer. Transrectal prostate biopsy has a high false-negative detection rate, which might be related to an inability to biopsy the anterior and apical part of the prostate or interoperator variation. Transrectal biopsy is also associated with sepsis and bleeding. Robotic transperineal prostate biopsy can overcome the limitations of transrectal procedures. Robotic biopsy is automated with high accuracy, has improved access to the apex and anterior part of the prostate and has low risk of sepsis. Furthermore, it involves only two skin punctures, compared with template-based transperineal prostate biopsy, which can result in multiple wounds. Robotic prostate biopsy fulfills the fundamental needs of focal therapy and might be the platform for future treatment delivery for prostate cancer.
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Affiliation(s)
- Henry Ho
- Singapore General Hospital, Urology, Outram Road, Singapore 609108, Singapore.
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