1
|
Valentin B, Schimmöller L, Boschheidgen M, Ullrich T, Thiel TA, Ljimani A, Radtke JP, Benkert T, Albers P, Antoch G, Wittsack HJ, Quentin M. Squared diffusion-weighted imaging for improving the detection of clinically significant prostate cancer. Sci Rep 2025; 15:3451. [PMID: 39870725 PMCID: PMC11772849 DOI: 10.1038/s41598-025-86068-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2024] [Accepted: 01/08/2025] [Indexed: 01/29/2025] Open
Abstract
Aim of this study was to proof the concept of optimizing the contrast between prostate cancer (PC) and healthy tissue by DWI post-processing using a quadrature method. DWI post-processing was performed on 30 patients (median age 67 years, prostate specific antigen 8.0 ng/ml) with PC and clear MRI findings (PI-RADS 4 and 5). Multiparametric MRI was performed at 3 Tesla. A multi-shot readout segmentation (rs-EPI) plus zoomed single-shot imaging (z-EPI) sequence was used in 15 patients (group 1) and a single-shot echo-planar imaging (ss-EPI) plus rs-EPI sequence in 15 patients (group 2). B-value images (b1000 and b1800/2000) were squared and then evaluated objectively software-based and subjectively using a 5-point. The squared DWI technique showed a significantly higher contrast ratio (CR) for ss-EPI b1800 (p < 0.001), rs-EPI b1000 (p < 0.001), rs-EPI b1800 (p < 0.001), z-EPI b1000 (p = 0.008) and for z-EPI b2000 (p < 0.001). After post-processing, a significant improvement in the subjective assessment of image quality was observed for rs-EPI b1000 (p < 0.001), rs-EPI b1800 (p < 0.001) and z-EPI b1000 (p < 0.001). The application of the square post-processing to DWI results in a significant improvement in the CR between PC and healthy tissue, especially at high b-values of ss-EPI or re-EPI. This method may help to improve the detection and differentiation of PC lesions.
Collapse
Affiliation(s)
- Birte Valentin
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - Lars Schimmöller
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany.
- Department of Diagnostic, Interventional Radiology and Nuclear Medicine, Marien Hospital Herne, University Hospital of the Ruhr-University Bochum, Herne, Germany.
| | - Matthias Boschheidgen
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - Tim Ullrich
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - Thomas Andreas Thiel
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - Alexandra Ljimani
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - Jan Philipp Radtke
- Department of Urology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - Thomas Benkert
- MR Application Predevelopment, Siemens Healthineers AG, Forchheim, Germany
| | - Peter Albers
- Department of Urology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - Gerald Antoch
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
| | - Hans-Jörg Wittsack
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - Michael Quentin
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| |
Collapse
|
2
|
Niu XB, Li YP, Wang J, Mei XL, Zhao XY, Liu TT, Xu SS, Han XM, Cheng JL. Diagnostic value of 18F-PSMA-1007 PET/CT for predicting the pathological grade of prostate cancer. Cancer Biol Ther 2024; 25:2287120. [PMID: 38117551 PMCID: PMC10761109 DOI: 10.1080/15384047.2023.2287120] [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: 08/22/2023] [Accepted: 11/20/2023] [Indexed: 12/21/2023] Open
Abstract
This study was designed to evaluate the diagnostic efficacy of relevant parameters of 18F-prostate-specific membrane antigen (PSMA)-1007 PET/CT in predicting the pathological grade of primary prostate cancer. Briefly, a prospective analysis was performed on 53 patients diagnosed with prostate cancer by systematic puncture biopsy, followed by 18F-PSMA-1007 PET/CT examination prior to treatment within 10 d. The patients were grouped in accordance with the Gleason grading system revised by the International Association of Urology Pathology (ISUP). They were divided into high-grade group (ISUP 4-5 group) and low-grade group (ISUP 1-3 group). The differences in maximum standardized uptake value (SUVmax), tumor-to-background ratio (TBR), intraprostatic PSMA-derived tumor volume (iPSMA-TV), and intraprostatic total lesion PSMA (iTL-PSMA) between the high- and low-grade group were statistically significant (p < .001). No significant difference was found for mean standardized uptake value (SUVmean) between the high- and low-grade groups (Z = -1.131, p = .258). Besides, binary multivariate logistic regression analysis showed that only iPSMA-TV and iTL-PSMA were independent predictors of the pathological grading, for which the odds ratios were 18.821 [95% confidence interval (CI): 2.040-173.614, p = .010] and 0.758 (95% CI: 0.613-0.938, p = .011), respectively. The area under the ROC of this regression model was 0.983 (95% CI: 0.958-1.00, p < .001). Only iTL-PSMA was a significant parameter for distinguishing ISUP-4 and ISUP-5 groups (Z = -2.043, p = .041). In a nutshell, 18F-PSMA-1007 PET/CT has good application value in predicting the histopathological grade of primary prostate cancer. Three-dimensional volume metabolism parameters iPSMA-TV and iTL-PSMA were found to be independent predictors for pathological grade.
Collapse
Affiliation(s)
- Xiao-Bo Niu
- Department of Nuclear Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, People’s Republic of China
| | - Yan-Peng Li
- Department of Nuclear Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, People’s Republic of China
| | - Jun Wang
- Department of Urinary Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, People’s Republic of China
| | - Xiao-Li Mei
- Department of Nuclear Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, People’s Republic of China
| | - Xue-Yan Zhao
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, People’s Republic of China
| | - Ting-Ting Liu
- Department of Nuclear Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, People’s Republic of China
| | - Sha-Sha Xu
- Department of Nuclear Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, People’s Republic of China
| | - Xing-Min Han
- Department of Nuclear Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, People’s Republic of China
| | - Jing-Liang Cheng
- Department of Magnetic resonance, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, People’s Republic of China
| |
Collapse
|
3
|
Dias AB, Ghai S. Positive MRI and ISUP GG1 on initial prostate biopsy? Reassessing baseline MRI is key. Eur Radiol 2024:10.1007/s00330-024-11178-5. [PMID: 39545981 DOI: 10.1007/s00330-024-11178-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 09/29/2024] [Accepted: 10/08/2024] [Indexed: 11/17/2024]
Affiliation(s)
- Adriano B Dias
- University Medical Imaging Toronto, Joint Department of Medical Imaging - University Health Network, Sinai Health System, Women's College Hospital, University of Toronto, Toronto, ON, Canada.
| | - Sangeet Ghai
- University Medical Imaging Toronto, Joint Department of Medical Imaging - University Health Network, Sinai Health System, Women's College Hospital, University of Toronto, Toronto, ON, Canada
| |
Collapse
|
4
|
Boschheidgen M, Schimmöller L, Radtke JP, Kastl R, Jannusch K, Lakes J, Drewes LR, Radke KL, Esposito I, Albers P, Antoch G, Ullrich T, Al-Monajjed R. MRI characteristics predict risk of pathological upgrade in patients with ISUP grade group 1 prostate cancer. Eur Radiol 2024:10.1007/s00330-024-11062-2. [PMID: 39269474 DOI: 10.1007/s00330-024-11062-2] [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: 05/11/2024] [Revised: 06/16/2024] [Accepted: 08/23/2024] [Indexed: 09/15/2024]
Abstract
OBJECTIVE This study aims to analyse multiparametric MRI (mpMRI) characteristics of patients diagnosed with ISUP grade group (GG) 1 prostate cancer (PC) on initial target plus systematic MRI/TRUS fusion-guided biopsy and investigate histopathological progression during follow-up. METHODS A retrospective single-centre cohort analysis was conducted on consecutive patients with mpMRI visible lesions (PI-RADS ≥ 3) and detection of ISUP-1-PC at the time of initial biopsy. The study assessed clinical, mpMRI, and histopathological parameters. Subcohorts were analysed with (1) patients who had confirmed ISUP-1-PC and (2) patients who experienced histopathological upgrading to ISUP ≥ 2 PC during follow-up either at re-biopsy or radical prostatectomy (RP). RESULTS A total of 156 patients (median age 65 years) between March 2014 and August 2021 were included. Histopathological upgrading to ISUP ≥ 2 was detected in 55% of patients during a median follow-up of 9.5 months (IQR 2.2-16.4). When comparing subgroups with an ISUP upgrade and sustained ISUP 1 PC, they differed significantly in contact length of the index lesion to the pseudocapsule, ADC value, PI-RADS category, and the MRI grading group (mGG) (p < 0.05). In the ISUP GG ≥ 2 subgroup, 91% of men had PI-RADS category 4 or 5 and 82% exhibited the highest mGG (mGG3). In multivariate analysis, mGG was the only independent parameter for predicting ISUP ≥ 2-PC in these patients. CONCLUSIONS MRI reveals important information about PC aggressiveness and should be incorporated into clinical decision-making when ISUP-1-PC is diagnosed. In cases of specific MRI characteristics adverse to the histopathology, early re-biopsy might be considered. CLINICAL RELEVANCE STATEMENT In cases with clear MRI characteristics for clinically significant prostate cancer (e.g., mGG 3 and/or PI-RADS 5, cT3, or clear focal PI-RADS 4 lesions on MRI) and ISUP GG 1 PC diagnosed on initial prostate biopsy, MRI findings should be incorporated into clinical decision-making and early re-biopsy (e.g., within 6 months) might be considered. KEY POINTS MRI reveals important information about prostate cancer (PC) aggressiveness. MRI should be incorporated into clinical decision-making when ISUP GG 1 PC is diagnosed on initial prostate biopsy. In cases of specific MRI characteristics adverse to the histopathology, early re-biopsy might be considered.
Collapse
Affiliation(s)
- M Boschheidgen
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225, Dusseldorf, Germany
| | - L Schimmöller
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225, Dusseldorf, Germany.
- Department of Diagnostic, Interventional Radiology and Nuclear Medicine, Marien Hospital Herne, University Hospital of the Ruhr-University Bochum, Herne, Germany.
| | - J P Radtke
- Department of Urology, University Dusseldorf, Medical Faculty, D-40225, Dusseldorf, Germany
| | - R Kastl
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225, Dusseldorf, Germany
| | - K Jannusch
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225, Dusseldorf, Germany
| | - J Lakes
- Department of Urology, University Dusseldorf, Medical Faculty, D-40225, Dusseldorf, Germany
| | - L R Drewes
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225, Dusseldorf, Germany
| | - K L Radke
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225, Dusseldorf, Germany
| | - I Esposito
- Department of Pathology, University Dusseldorf, Medical Faculty, D-40225, Dusseldorf, Germany
| | - P Albers
- Department of Urology, University Dusseldorf, Medical Faculty, D-40225, Dusseldorf, Germany
| | - G Antoch
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225, Dusseldorf, Germany
| | - T Ullrich
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225, Dusseldorf, Germany
| | - R Al-Monajjed
- Department of Urology, University Dusseldorf, Medical Faculty, D-40225, Dusseldorf, Germany
| |
Collapse
|
5
|
Heetman JG, Paulino Pereira LJ, Kelder JC, Soeterik TFW, Wever L, Lavalaye J, van der Hoeven EJRJ, Lam MGEH, van Melick HHE, van den Bergh RCN. The additional value of 68Ga-PSMA PET/CT SUVmax in predicting ISUP GG ≥ 2 and ISUP GG ≥ 3 prostate cancer in biopsy. Prostate 2024; 84:1025-1032. [PMID: 38704755 DOI: 10.1002/pros.24716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 03/25/2024] [Accepted: 04/15/2024] [Indexed: 05/07/2024]
Abstract
BACKGROUND Prebiopsy magnetic resonance imaging (MRI) increases the detection rate of clinically significant prostate cancer (csPCa). Prostate-specific membrane antigen-positron emission tomography/computed tomography (PSMA PET/CT) maximum standardized uptake value (SUVmax) of the prostate may offer additional value in predicting the likelihood of csPCa in biopsy. METHODS A single-center cohort study involving patients with biopsy-proven PCa who underwent both MRI and PSMA PET/CT between 2020 and 2021. Logistic regression models were developed for International Society of Urological Pathology (ISUP) Grade Group (GG) ≥ 2 and GG ≥ 3 using noninvasive prebiopsy parameters: age, (log-)prostate-specific antigen (PSA) density, PI-RADS 5 lesion presence, extraprostatic extension (EPE) on MRI, and SUVmax of the prostate. Models with and without SUVmax were compared using Likelihood ratio tests and area under the curve (AUC). DeLong's test was used to compare the AUCs. RESULTS The study included 386 patients, with 262 (68%) having ISUP GG ≥ 2 and 180 (47%) having ISUP GG ≥ 3. Including SUVmax significantly improved both models' goodness of fit (p < 0.001). The GG ≥ 2 model had a higher AUC with SUVmax 89.16% (95% confidence interval [CI]: 86.06%-92.26%) than without 87.34% (95% CI: 83.93%-90.76%) (p = 0.026). Similarly, the GG ≥ 3 model had a higher AUC with SUVmax 82.51% (95% CI: 78.41%-86.6%) than without 79.33% (95% CI: 74.84%-83.83%) (p = 0.003). The SUVmax inclusion improved the GG ≥ 3 model's calibration at higher probabilities. CONCLUSION SUVmax of the prostate on PSMA PET/CT potentially improves diagnostic accuracy in predicting the likelihood of csPCa in prostate biopsy.
Collapse
Affiliation(s)
- Joris G Heetman
- Department of Urology, Sint Antonius Hospital, Utrecht-Nieuwegein, The Netherlands
| | | | - Johannes C Kelder
- Department of Cardiology, Sint Antonius Hospital, Utrecht-Nieuwegein, The Netherlands
| | - Timo F W Soeterik
- Department of Urology, Sint Antonius Hospital, Utrecht-Nieuwegein, The Netherlands
| | - Lieke Wever
- Department of Urology, Sint Antonius Hospital, Utrecht-Nieuwegein, The Netherlands
| | - Jules Lavalaye
- Department of Nuclear Medicine, Sint Antonius Hospital, Utrecht-Nieuwegein, The Netherlands
| | | | - Marnix G E H Lam
- Department of Radiology and Nuclear Medicine, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Harm H E van Melick
- Department of Urology, Sint Antonius Hospital, Utrecht-Nieuwegein, The Netherlands
| | | |
Collapse
|
6
|
Hoffmann E, Masthoff M, Kunz WG, Seidensticker M, Bobe S, Gerwing M, Berdel WE, Schliemann C, Faber C, Wildgruber M. Multiparametric MRI for characterization of the tumour microenvironment. Nat Rev Clin Oncol 2024; 21:428-448. [PMID: 38641651 DOI: 10.1038/s41571-024-00891-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2024] [Indexed: 04/21/2024]
Abstract
Our understanding of tumour biology has evolved over the past decades and cancer is now viewed as a complex ecosystem with interactions between various cellular and non-cellular components within the tumour microenvironment (TME) at multiple scales. However, morphological imaging remains the mainstay of tumour staging and assessment of response to therapy, and the characterization of the TME with non-invasive imaging has not yet entered routine clinical practice. By combining multiple MRI sequences, each providing different but complementary information about the TME, multiparametric MRI (mpMRI) enables non-invasive assessment of molecular and cellular features within the TME, including their spatial and temporal heterogeneity. With an increasing number of advanced MRI techniques bridging the gap between preclinical and clinical applications, mpMRI could ultimately guide the selection of treatment approaches, precisely tailored to each individual patient, tumour and therapeutic modality. In this Review, we describe the evolving role of mpMRI in the non-invasive characterization of the TME, outline its applications for cancer detection, staging and assessment of response to therapy, and discuss considerations and challenges for its use in future medical applications, including personalized integrated diagnostics.
Collapse
Affiliation(s)
- Emily Hoffmann
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Max Masthoff
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Wolfgang G Kunz
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - Max Seidensticker
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - Stefanie Bobe
- Gerhard Domagk Institute of Pathology, University Hospital Münster, Münster, Germany
| | - Mirjam Gerwing
- Clinic of Radiology, University of Münster, Münster, Germany
| | | | | | - Cornelius Faber
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Moritz Wildgruber
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
| |
Collapse
|
7
|
Chen Y, Meng T, Cao W, Zhang W, Ling J, Wen Z, Qian L, Guo Y, Lin J, Wang H. Histogram analysis of MR quantitative parameters: are they correlated with prognostic factors in prostate cancer? Abdom Radiol (NY) 2024; 49:1534-1544. [PMID: 38546826 DOI: 10.1007/s00261-024-04227-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 01/27/2024] [Accepted: 01/29/2024] [Indexed: 05/22/2024]
Abstract
PURPOSE To investigate the correlation between quantitative MR parameters and prognostic factors in prostate cancer (PCa). METHOD A total of 186 patients with pathologically confirmed PCa who underwent preoperative multiparametric MRI (mpMRI), including synthetic MRI (SyMRI), were enrolled from two medical centers. The histogram metrics of SyMRI [T1, T2, proton density (PD)] and apparent diffusion coefficient (ADC) values were extracted. The Mann‒Whitney U test or Student's t test was employed to determine the association between these histogram features and the prognostically relevant factors. Receiver operating characteristic (ROC) curve analysis was conducted to evaluate the differentiation performance. Spearman's rank correlation coefficients were calculated to determine the correlations between histogram parameters and the International Society of Urological Pathology (ISUP) grade group as well as pathological T stage. RESULTS Significant correlations were found between the histogram parameters and the ISUP grade as well as pathological T stage of PCa. Among these histogram parameters, ADC_minimum had the strongest correlation with the ISUP grade (r = - 0.481, p < 0.001), and ADC_Median showed the strongest association with pathological T stage (r = - 0.285, p = 0.008). The ADC_10th percentile exhibited the highest performance in identifying clinically significant prostate cancer (csPCa) (AUC 0.833; 95% CI 0.771-0.883). When discriminating between the status of different prognostically relevant factors, a significant difference was observed between extraprostatic extension-positive and -negative cancers with regard to histogram parameters of the ADC map (10th percentile, 90th percentile, mean, median, minimum) and T1 map (minimum) (p = 0.002-0.032). Moreover, histogram parameters of the ADC map (90th percentile, maximum, mean, median), T2 map (10th percentile, median), and PD map (10th percentile, median) were significantly lower in PCa with perineural invasion (p = 0.009-0.049). The T2 values were significantly lower in patients with seminal vesicle invasion (minimum, p = 0.036) and positive surgical margin (10th percentile, 90th percentile, mean, median, and minimum, p = 0.015-0.025). CONCLUSION Quantitative histogram parameters derived from synthetic MRI and ADC maps may have great potential for predicting the prognostic features of PCa.
Collapse
Affiliation(s)
- Yanling Chen
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, No. 58 Zhongshan 2nd Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Tiebao Meng
- Department of Radiology, Sun Yat-sen University Cancer Center, No. 651 Dongfeng East Road, Guangzhou, Guangdong, People's Republic of China
| | - Wenxin Cao
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, No. 58 Zhongshan 2nd Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Weijing Zhang
- Department of Radiology, Sun Yat-sen University Cancer Center, No. 651 Dongfeng East Road, Guangzhou, Guangdong, People's Republic of China
| | - Jian Ling
- Department of Radiology, The Eastern Hospital of the First Affiliated Hospital, Sun Yat-sen University, No.183 Huangpu Eastern Road, Guangzhou, Guangdong, People's Republic of China
| | - Zhihua Wen
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, No. 58 Zhongshan 2nd Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Long Qian
- MR Research, GE Healthcare, Beijing, People's Republic of China
| | - Yan Guo
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, No. 58 Zhongshan 2nd Road, Guangzhou, 510080, Guangdong, People's Republic of China.
| | - Jinhua Lin
- Division of Interventional Ultrasound, Department of Medical Ultrasound, The First Affiliated Hospital, Sun Yat-sen University, No. 58 Zhongshan 2nd Road, Guangzhou, Guangdong, People's Republic of China.
| | - Huanjun Wang
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, No. 58 Zhongshan 2nd Road, Guangzhou, 510080, Guangdong, People's Republic of China.
| |
Collapse
|
8
|
Ziayee F, Schimmöller L, Boschheidgen M, Kasprowski L, Al-Monajjed R, Quentin M, Radtke JP, Albers P, Antoch G, Ullrich T. Benefit of dynamic contrast-enhanced (DCE) imaging for prostate cancer detection depending on readers experience in prostate MRI. Clin Radiol 2024; 79:e468-e474. [PMID: 38185579 DOI: 10.1016/j.crad.2023.11.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Accepted: 11/27/2023] [Indexed: 01/09/2024]
Abstract
AIM To investigate the relevance of dynamic contrast enhanced imaging (DCE) within multiparametric magnetic resonance imaging (mpMRI) for the detection of clinically significant prostate cancer (csPC) depending on reader experience. MATERIALS AND METHODS Consecutive patients with 3 T mpMRI and subsequent combined MRI/ultrasound fusion-guided targeted and systematic biopsy from January to September 2019 were included. All mpMRI examinations were read separately by two less experienced (R1; <500 prostate MRI) and two expert radiologists (R2; >5,000 prostate MRI) in consensus and blinded re-read as biparametric MRI (bpMRI). The primary endpoint was the performance comparison of mpMRI versus bpMRI of R1 and R2. RESULTS Fifty-three of 124 patients had csPC (43%). The PI-RADS agreement of bpMRI and mpMRI was fair for R1 (κ = 0.373) and moderate for R2 (κ = 0.508). R1 assessed 11 csPC with PI-RADS ≤3 (20.8%) on mpMRI and 12 (22.6%) on bpMRI (R2: 1 [1.9%] and 6 [11.3%], respectively). Sensitivity for csPC of mpMRI was 79.3% (NPV 79.3%) for R1 and 98.1% (NPV 97.5%) for R2 (bpMRI: 77.4% [NVP 75.5%] and 86.8% [NPV 84.4%], respectively). Specificity of mpMRI for csPC was 59.2% for R1 and 54.9% for R2 (bpMRI: 52.1% and 53.5%, respectively). Overall accuracy of mpMRI was 79.8% for R1 compared to bpMRI 66.9% (p=0.017; R2: 87.1% and 81.5%; p=0.230). CONCLUSION Prostate MRI benefits from reader experience. Less experienced readers missed a relevant proportion of csPC with mpMRI and even more with bpMRI. The overall performance of expert readers was comparable for mpMRI and bpMRI but DCE enabled detection of some further ISUP 2 PC.
Collapse
Affiliation(s)
- F Ziayee
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225 Dusseldorf, Germany
| | - L Schimmöller
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225 Dusseldorf, Germany; Department of Diagnostic, Interventional Radiology and Nuclear Medicine, Marien Hospital Herne, University Hospital of the Ruhr-University Bochum, Herne, Germany.
| | - M Boschheidgen
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225 Dusseldorf, Germany
| | - L Kasprowski
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225 Dusseldorf, Germany
| | - R Al-Monajjed
- Department of Urology, University Dusseldorf, Medical Faculty, D-40225 Dusseldorf, Germany
| | - M Quentin
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225 Dusseldorf, Germany
| | - J P Radtke
- Department of Urology, University Dusseldorf, Medical Faculty, D-40225 Dusseldorf, Germany
| | - P Albers
- Department of Urology, University Dusseldorf, Medical Faculty, D-40225 Dusseldorf, Germany
| | - G Antoch
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225 Dusseldorf, Germany
| | - T Ullrich
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, D-40225 Dusseldorf, Germany
| |
Collapse
|
9
|
Wang H, Wang K, Zhang Y, Chen Y, Zhang X, Wang X. Deep learning-based radiomics model from pretreatment ADC to predict biochemical recurrence in advanced prostate cancer. Front Oncol 2024; 14:1342104. [PMID: 38476369 PMCID: PMC10928490 DOI: 10.3389/fonc.2024.1342104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 02/05/2024] [Indexed: 03/14/2024] Open
Abstract
Purpose To develop deep-learning radiomics model for predicting biochemical recurrence (BCR) of advanced prostate cancer (PCa) based on pretreatment apparent diffusion coefficient (ADC) maps. Methods Data were collected retrospectively from 131 patients diagnosed with advanced PCa, randomly divided into training (n = 93) and test (n = 38) datasets. Pre-treatment ADC images were segmented using a pre-trained artificial intelligence (AI) model to identify suspicious PCa areas. Three models were constructed, including a clinical model, a conventional radiomics model and a deep-radiomics model. The receiver operating characteristic (ROC), precision-recall (PR) curve and decision curve analysis (DCA) were used to assess predictive performance in test dataset. The net reclassification index (NRI) and integrated discrimination improvement (IDI) were employed to compare the performance enhancement of the deep-radiomics model in relation to the other two models. Results The deep-radiomics model exhibited a significantly higher area under the curve (AUC) of ROC than the other two (P = 0.033, 0.026), as well as PR curve (AUC difference 0.420, 0.432). The DCA curve demonstrated superior performance for the deep-radiomics model across all risk thresholds than the other two. Taking the clinical model as reference, the NRI and IDI was 0.508 and 0.679 for the deep-radiomics model with significant difference. Compared with the conventional radiomics model, the NRI and IDI was 0.149 and 0.164 for the deep-radiomics model without significant difference. Conclusion The deep-radiomics model exhibits promising potential in predicting BCR in advanced PCa, compared to both the clinical model and the conventional radiomics model.
Collapse
Affiliation(s)
- Huihui Wang
- Department of Radiology, Peking University First Hospital, Beijing, China
| | - Kexin Wang
- School of Basic Medical Sciences, Capital Medical University, Beijing, China
| | - Yaofeng Zhang
- Beijing Smart Tree Medical Technology Co. Ltd., Beijing, China
| | - Yuke Chen
- Department of Urology, Peking University First Hospital, Beijing, China
| | - Xiaodong Zhang
- Department of Radiology, Peking University First Hospital, Beijing, China
| | - Xiaoying Wang
- Department of Radiology, Peking University First Hospital, Beijing, China
| |
Collapse
|
10
|
Deforche M, Lefebvre Y, Diamand R, Bali MA, Lemort M, Coquelet N. Improved diagnostic accuracy of readout-segmented echo-planar imaging for peripheral zone clinically significant prostate cancer: a retrospective 3T MRI study. Sci Rep 2024; 14:3299. [PMID: 38332131 PMCID: PMC10853221 DOI: 10.1038/s41598-024-53898-0] [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: 06/21/2023] [Accepted: 02/06/2024] [Indexed: 02/10/2024] Open
Abstract
This study compares the readout-segmented echo-planar imaging (rsEPI) from the conventional single-shot EPI (ssEPI) diffusion-weighted imaging (DWI) for the discrimination of patients with clinically significant prostate cancer (csPCa) within the peripheral zone (PZ) using apparent diffusion coefficient (ADC) maps and pathology report from magnetic resonance imaging (MRI)-targeted biopsy. We queried a retrospective monocentric database of patients with targeted biopsy. csPCa patients were defined as an International Society of Urological Pathology grade group ≥ 2. Group-level analyses and diagnostic accuracy of mean ADC values (ADCmean) within the tumor volume were assessed from Kruskal-Wallis tests and receiving operating characteristic curves, respectively. Areas under the curve (AUC) and optimal cut-off values were calculated. 159 patients (105 rsEPI, 54 ssEPI; mean age ± standard deviation: 65 ± 8 years) with 3T DWI, PZ lesions and targeted biopsy were selected. Both DWI sequences showed significantly lower ADCmean values for patients with csPCa. The rsEPI sequence better discriminates patients with csPCa (AUCrsEPI = 0.84, AUCssEPI = 0.68, p < 0.05) with an optimal cut-off value of 1232 μm2/s associated with a sensitivity-specificity of 97%-63%. Our study showed that the rsEPI DWI sequence enhances the discrimination of patients with csPCa.
Collapse
Affiliation(s)
- M Deforche
- Radiology Department, Institut Jules Bordet, HUB-University Hospital of Brussels, 90 Rue Meylemeersch, 1070, Brussels, Belgium
| | - Y Lefebvre
- Radiology Department, Institut Jules Bordet, HUB-University Hospital of Brussels, 90 Rue Meylemeersch, 1070, Brussels, Belgium
| | - R Diamand
- Urology Department, Institut Jules Bordet, HUB-University Hospital of Brussels, Brussels, Belgium
| | - M A Bali
- Radiology Department, Institut Jules Bordet, HUB-University Hospital of Brussels, 90 Rue Meylemeersch, 1070, Brussels, Belgium
| | - M Lemort
- Radiology Department, Institut Jules Bordet, HUB-University Hospital of Brussels, 90 Rue Meylemeersch, 1070, Brussels, Belgium
| | - N Coquelet
- Radiology Department, Institut Jules Bordet, HUB-University Hospital of Brussels, 90 Rue Meylemeersch, 1070, Brussels, Belgium.
| |
Collapse
|
11
|
Boschheidgen M, Albers P, Schlemmer HP, Hellms S, Bonekamp D, Sauter A, Hadaschik B, Krilaviciute A, Radtke JP, Seibold P, Lakes J, Arsov C, Gschwend JE, Herkommer K, Makowski M, Kuczyk MA, Wacker F, Harke N, Debus J, Körber SA, Benner A, Kristiansen G, Giesel FL, Antoch G, Kaaks R, Becker N, Schimmöller L. Multiparametric Magnetic Resonance Imaging in Prostate Cancer Screening at the Age of 45 Years: Results from the First Screening Round of the PROBASE Trial. Eur Urol 2024; 85:105-111. [PMID: 37863727 DOI: 10.1016/j.eururo.2023.09.027] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 09/05/2023] [Accepted: 09/28/2023] [Indexed: 10/22/2023]
Abstract
BACKGROUND Magnetic resonance imaging (MRI) has been suggested as a tool for guiding biopsy recommendations in prostate cancer (PC) screening. OBJECTIVE To determine the performance of multiparametric MRI (mpMRI) in young men at age 45 yr who participated in a PC screening trial (PROBASE) on the basis of baseline prostate-specific antigen (PSA). DESIGN, SETTING, AND PARTICIPANTS Participants with confirmed PSA ≥3 ng/ml were offered mpMRI followed by MRI/transrectal ultrasound fusion biopsy (FBx) with targeted and systematic cores. mpMRI scans from the first screening round for men randomised to an immediate PSA test in PROBASE were evaluated by local readers and then by two reference radiologists (experience >10 000 prostate MRI examinations) blinded to the histopathology. The PROBASE trial is registered as ISRCTN37591328 OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The local and reference Prostate Imaging-Data and Reporting System (PI-RADS) scores were compared, and the sensitivity, negative predictive value (NPV), and accuracy were calculated for both readings for different cutoffs (PI-RADS 3 vs 4). RESULTS AND LIMITATIONS Of 186 participants, 114 underwent mpMRI and FBx. PC was detected in 47 (41%), of whom 33 (29%) had clinically significant PC (csPC; International Society of Urological Pathology grade group ≥2). Interobserver reliability between local and reference PI-RADS scores was moderate (k = 0.41). At a cutoff of PI-RADS 4, reference reading showed better performance for csPC detection (sensitivity 79%, NPV 91%, accuracy of 85%) than local reading (sensitivity 55%, NPV 80%, accuracy 68%). Reference reading did not miss any PC cases for a cutoff of PI-RADS <3. If PI-RADS ≥4 were to be used as a biopsy cutoff, mpMRI would reduce negative biopsies by 68% and avoid detection of nonsignificant PC in 71% of cases. CONCLUSIONS Prostate MRI in a young screening population is difficult to read. The MRI accuracy of for csPC detection is highly dependent on reader experience, and double reading might be advisable. More data are needed before MRI is included in PC screening for men at age 45 yr. PATIENT SUMMARY Measurement of prostate specific antigen (PSA) is an effective screening test for early detection of prostate cancer (PC) and can reduce PC-specific deaths, but it can also lead to unnecessary biopsies and treatment. Magnetic resonance imaging (MRI) after a positive PSA test has been proposed as a way to reduce the number of biopsies, with biopsy only recommended for men with suspicious MRI findings. Our results indicate that MRI accuracy is moderate for men aged 45 years but can be increased by a second reading of the images by expert radiologists. For broad application of MRI in routine screening, double reading may be advisable.
Collapse
Affiliation(s)
- Matthias Boschheidgen
- Dusseldorf University, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany
| | - Peter Albers
- University Dusseldorf, Medical Faculty, Department of Urology, D-40225 Dusseldorf, Germany; Division of Personalized Early Detection of Prostate Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Susanne Hellms
- Institute of Diagnostic and Interventional Radiology, Hannover Medical School, Hannover, Germany
| | - David Bonekamp
- Department of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Andreas Sauter
- Department of Diagnostic and Interventional Radiology, School of Medicine & Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Boris Hadaschik
- Department of Urology, University of Duisburg-Essen and German Cancer Consortium (dktk), University Hospital Essen, Essen, Germany
| | - Agne Krilaviciute
- Division of Personalized Early Detection of Prostate Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jan Philipp Radtke
- University Dusseldorf, Medical Faculty, Department of Urology, D-40225 Dusseldorf, Germany
| | - Petra Seibold
- Division of Personalized Early Detection of Prostate Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jale Lakes
- University Dusseldorf, Medical Faculty, Department of Urology, D-40225 Dusseldorf, Germany
| | - Christian Arsov
- University Dusseldorf, Medical Faculty, Department of Urology, D-40225 Dusseldorf, Germany; Department of Urology and Paediatric Urology, Elisabeth-Krankenhaus Rheydt, Städtische Kliniken Mönchengladbach GmbH, Mönchengladbach, Germany
| | - Jürgen E Gschwend
- Department of Urology, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Kathleen Herkommer
- Department of Urology, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Marcus Makowski
- Department of Diagnostic and Interventional Radiology, School of Medicine & Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Markus A Kuczyk
- Department of Urology, Medical University Hannover, Hannover, Germany
| | - Frank Wacker
- Institute of Diagnostic and Interventional Radiology, Hannover Medical School, Hannover, Germany
| | - Nina Harke
- Department of Urology, Medical University Hannover, Hannover, Germany
| | - Jürgen Debus
- Department of Radiation Oncology, Heidelberg University Hospital, Ruprecht Karls University, Heidelberg, Germany
| | - Stefan A Körber
- Department of Radiation Oncology, Heidelberg University Hospital, Ruprecht Karls University, Heidelberg, Germany
| | - Axel Benner
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Frederik L Giesel
- University Dusseldorf, Medical Faculty, Department of Nuclear Medicine, D-40225 Dusseldorf, Germany
| | - Gerald Antoch
- Dusseldorf University, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, Düsseldorf (CIO ABCD), Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nikolaus Becker
- Division of Personalized Early Detection of Prostate Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Lars Schimmöller
- Dusseldorf University, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany; Department of Diagnostic, Interventional Radiology and Nuclear Medicine, Marien Hospital Herne, University Hospital of the Ruhr-University Bochum, Herne, Germany.
| |
Collapse
|
12
|
Boschheidgen M, Schimmöller L, Kastl R, Drewes LR, Jannusch K, Radke KL, Kirchner J, Ullrich T, Niegisch G, Albers P, Antoch G, Radtke JP. MRI characteristics and oncological follow-up of patients with ISUP grade group 4 or 5 prostate cancer. Abdom Radiol (NY) 2024; 49:192-201. [PMID: 37906272 PMCID: PMC10789849 DOI: 10.1007/s00261-023-04073-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Revised: 09/20/2023] [Accepted: 09/25/2023] [Indexed: 11/02/2023]
Abstract
OBJECTIVES To analyze multiparametric MRI (mpMRI) characteristics of patients with International Society of Urological Pathology (ISUP) grade group (GG) 4 or 5 prostate cancer (PC) and to correlate MRI parameters with the occurrence of biochemical recurrence (BCR) after radical prostatectomy (RPE). METHODS In this single-center cohort study consecutive patients with mpMRI and ISUP GG 4 or 5 PC were retrospectively analyzed. Clinical, MR-guided biopsy, and diagnostic mpMRI parameter were assessed. A subcohort of patients with RPE and follow-up was analyzed separately. A univariate and multivariate analyses were performed to determine parameters that are associated to patients with BCR after RPE. RESULTS 145 patients (mean age 70y, median PSA 10.9 ng/ml) were analyzed. 99% had a PI-RADS classification of 4 or 5, 48% revealed MRI T3 stage, and median diameter of the MRI index lesion (IL) was 15 mm. IL showed a median ADC value of 668 ×10-6 mm2/s and exhibited contrast enhancement in 94% of the cases. For patients with follow-up after RPE (n = 82; mean follow-up time 68 ± 27 m), MRI parameters were significantly different for contact length of the IL to the pseudocapsule (LCC), MRI T3 stage, and IL localization (p < 0.05). Higher PSAD and MRI T3 stage were independent parameters for the risk of BCR when incorporating clinical, biopsy, and MRI parameters. CONCLUSION ISUP GG 4 or 5 PC has distinctive characteristics on mpMRI and were detected on MRI in all cases. In addition, higher PSAD and MRI T3 stage were significant predictors for BCR after RPE.
Collapse
Affiliation(s)
- M Boschheidgen
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - L Schimmöller
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany.
- Department of Diagnostic, Interventional Radiology and Nuclear Medicine, Marien Hospital Herne, University Hospital of the Ruhr-University Bochum, Herne, Germany.
| | - R Kastl
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - L R Drewes
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - K Jannusch
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - K L Radke
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - J Kirchner
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - T Ullrich
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - G Niegisch
- Department of Urology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - P Albers
- Department of Urology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - G Antoch
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| | - J P Radtke
- Department of Urology, Medical Faculty, University Dusseldorf, Moorenstr. 5, 40225, Dusseldorf, Germany
| |
Collapse
|
13
|
Schmit S, Allu S, Tanzer JR, Ortiz R, Pareek G, Hyams E. Less qualitative multiparametric magnetic resonance imaging in prostate cancer can underestimate extraprostatic extension in higher grade tumors. Int Braz J Urol 2024; 50:37-45. [PMID: 38166221 PMCID: PMC10947645 DOI: 10.1590/s1677-5538.ibju.2023.0321] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 10/21/2023] [Indexed: 01/04/2024] Open
Abstract
BACKGROUND Multiparametric magnetic resonance imaging (mpMRI) is increasingly used for risk stratification and preoperative staging of prostate cancer. It remains unclear how Grade Group (GG) interacts with the ability of mpMRI to determine the presence of extraprostatic extension (EPE) on surgical pathology. METHODS A retrospective review of a robotic assisted laparoscopic radical prostatectomy (RALP) database from 2016-2020 was performed. Radiology mpMRI reports by multiple attending radiologists and without clear standardization or quality control were retrospectively assessed for EPE findings and compared with surgical pathology reports. The data were stratified by biopsy-based GG and a multivariable cluster analysis was performed to incorporate additional preoperative variables (age at diagnosis, PSA, etc.). Hazard ratios were calculated to determine how mpMRI findings and radiographic EPE relate to positive surgical margins. RESULTS 289 patients underwent at least one mpMRI prior to RALP. Preoperative mpMRI demonstrated sensitivity of 39.3% and specificity of 88.8% for pathological EPE and had a negative predictive value (NPV) of 49.5%, and positive predictive value (PPV) of 84.0%. Stratification of NPV by GG yielded the following values: GG 1-5 (49.5%), GG 3-5 (40.8%), GG 4-5 (43.4%), and GG 5 (30.4%). Additionally, positive EPE on preoperative mpMRI was associated with a significantly decreased risk of positive surgical margins (RR: 0.655; 95% CI: 0.557-0.771). CONCLUSIONS NPV of prostate mpMRI for EPE may be decreased for higher grade tumors. A detailed reference reading and image quality optimization may improve performance. However, urologists should exercise caution in nerve sparing approaches in these patients.
Collapse
Affiliation(s)
- Stephen Schmit
- Warren Alpert Medical School of Brown UniversityThe Minimally Invasive Urology Institute at The Miriam HospitalDivision of UrologyProvidenceRIThe Minimally Invasive Urology Institute at The Miriam Hospital, Division of Urology, Warren Alpert Medical School of Brown University, Providence, RI
| | - Sai Allu
- Warren Alpert Medical School of Brown UniversityThe Minimally Invasive Urology Institute at The Miriam HospitalDivision of UrologyProvidenceRIThe Minimally Invasive Urology Institute at The Miriam Hospital, Division of Urology, Warren Alpert Medical School of Brown University, Providence, RI
| | - Joshua Ray Tanzer
- Warren Alpert Medical School of Brown UniversityThe Minimally Invasive Urology Institute at The Miriam HospitalDivision of UrologyProvidenceRIThe Minimally Invasive Urology Institute at The Miriam Hospital, Division of Urology, Warren Alpert Medical School of Brown University, Providence, RI
| | - Rebecca Ortiz
- Warren Alpert Medical School of Brown UniversityThe Minimally Invasive Urology Institute at The Miriam HospitalDivision of UrologyProvidenceRIThe Minimally Invasive Urology Institute at The Miriam Hospital, Division of Urology, Warren Alpert Medical School of Brown University, Providence, RI
| | - Gyan Pareek
- Warren Alpert Medical School of Brown UniversityThe Minimally Invasive Urology Institute at The Miriam HospitalDivision of UrologyProvidenceRIThe Minimally Invasive Urology Institute at The Miriam Hospital, Division of Urology, Warren Alpert Medical School of Brown University, Providence, RI
| | - Elias Hyams
- Warren Alpert Medical School of Brown UniversityThe Minimally Invasive Urology Institute at The Miriam HospitalDivision of UrologyProvidenceRIThe Minimally Invasive Urology Institute at The Miriam Hospital, Division of Urology, Warren Alpert Medical School of Brown University, Providence, RI
| |
Collapse
|
14
|
Wang Y, Wang L, Tang X, Zhang Y, Zhang N, Zhi B, Niu X. Development and validation of a nomogram based on biparametric MRI PI-RADS v2.1 and clinical parameters to avoid unnecessary prostate biopsies. BMC Med Imaging 2023; 23:106. [PMID: 37582697 PMCID: PMC10426075 DOI: 10.1186/s12880-023-01074-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 08/03/2023] [Indexed: 08/17/2023] Open
Abstract
BACKGROUND Biparametric MRI (bpMRI) is a faster, contrast-free, and less expensive MRI protocol that facilitates the detection of prostate cancer. The aim of this study is to determine whether a biparametric MRI PI-RADS v2.1 score-based model could reduce unnecessary biopsies in patients with suspected prostate cancer (PCa). METHODS The patients who underwent MRI-guided biopsies and systematic biopsies between January 2020 and January 2022 were retrospectively analyzed. The development cohort used to derive the prediction model consisted of 275 patients. Two validation cohorts included 201 patients and 181 patients from 2 independent institutions. Predictive models based on the bpMRI PI-RADS v2.1 score (bpMRI score) and clinical parameters were used to detect clinically significant prostate cancer (csPCa) and compared by analyzing the area under the curve (AUC) and decision curves. Spearman correlation analysis was utilized to determine the relationship between International Society of Urological Pathology (ISUP) grade and clinical parameters/bpMRI score. RESULTS Logistic regression models were constructed using data from the development cohort to generate nomograms. By applying the models to the all cohorts, the AUC for csPCa was significantly higher for the bpMRI PI-RADS v2.1 score-based model than for the clinical model in both cohorts (p < 0.001). Considering the test trade-offs, urologists would agree to perform 10 fewer bpMRIs to avoid one unnecessary biopsy, with a risk threshold of 10-20% in practice. Correlation analysis showed a strong correlation between the bpMRI score and ISUP grade. CONCLUSION A predictive model based on the bpMRI score and clinical parameters significantly improved csPCa risk stratification, and the bpMRI score can be used to determine the aggressiveness of PCa prior to biopsy.
Collapse
Affiliation(s)
- Yunhan Wang
- Department of Urology, Affiliated Hospital of Chengdu University, Chengdu, 610081, Sichuan, China
| | - Lei Wang
- Department of Radiology, Ninety-Three Hospital, Jiangyou City, 610000, Sichuan, China
| | - Xiaohua Tang
- Department of Radiology, Ninety-Three Hospital, Jiangyou City, 610000, Sichuan, China
| | - Yong Zhang
- Department of Radiology, DeYang People's Hospital, Deyang City, 610000, Sichuan, China
| | - Na Zhang
- Department of General Practice Medicine, Affiliated Hospital of Chengdu University, Chengdu, 610081, Sichuan, China
| | - Biao Zhi
- Department of Interventional Radiology, Affiliated Hospital of Chengdu University, Chengdu, 610081, Sichuan, China
| | - Xiangke Niu
- Department of Interventional Radiology, Affiliated Hospital of Chengdu University, Chengdu, 610081, Sichuan, China.
- Department of Interventional Radiology, School of Medicine, Sichuan Cancer Hospital & Research Institute, University of Electronic Science and Technology of China (UESTC), Chengdu, 610041, China.
| |
Collapse
|
15
|
Zhu J, Wu X, Xue Y, Li X, Zheng Q, Xue X, Huang Z, Chen S. Prospective analysis of the diagnostic accuracy of digital rectal examination and magnetic resonance imaging for T staging of prostate cancer. J Cancer Res Ther 2023; 19:1024-1030. [PMID: 37675732 DOI: 10.4103/jcrt.jcrt_176_23] [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] [Indexed: 09/08/2023]
Abstract
Background Accurate staging of prostate cancer (PCa) is the basis for the risk stratification to select targeted treatment. Therefore, this study aimed to compare the diagnostic accuracy rates of magnetic resonance imaging (MRI) and digital rectal examination (DRE) for preoperative T staging of potentially resectable PCa. Methods From March 2021 to March 2022, patients with PCa with T staging by prostate biopsy were included. All examinations used postoperative histopathologic T staging as the reference standard. All patients underwent DRE and MRI before the puncture. Two blinded urologists and radiologists independently evaluated DRE and MRI, respectively. Before the examination, patients were then divided into early- (T1, T2) and late-(T3, T4) stage cancer. Analysis of a paired sample sign test was performed to determine differences between DRE and MRI. Results A total of 136 study participants with PCa were evaluated histopathologically, of whom 71% (97/136) and 29% (39/136) were at the early- and late-stage cancer, respectively. MRI had a significantly higher accuracy (91.9% vs. 76.5%, P < 0.001) compared with DRE. Further, MRI showed a higher sensitivity than DRE to diagnose early PCa (92.8% vs. 74.2%; P < 0.001). However, the specificity was not significantly different between them (89.7% vs. 82.1%; P = 0.375). Area under the curve (receiver operating curve) values were calculated as 0.78 ± 0.038 (95% confidence interval [CI], 0.71-0.86), 0.91 ± 0.028 (95% CI, 0.86-0.97), and 0.872 ± 0.028 (95% CI, 0.80-0.92) for DRE-, MRI-, MRI + DRE-based PCa predictions, respectively. The prediction performance of MRI was better than that of DRE (DeLong test, z = 3.632, P = 0.0003) and MRI + DRE (DeLong test, z = 3.715, P = 0.0002). Conclusion For resectable PCa, the diagnostic potential of MRI in assessing the T stage was higher than that of DRE. However, DRE is still valuable, especially for patients with locally advanced PCa.
Collapse
Affiliation(s)
- Junming Zhu
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University; Department of Urology, National Region Medical Centre, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Xiaohui Wu
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University; Department of Urology, National Region Medical Centre, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Yuting Xue
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University; Department of Urology, National Region Medical Centre, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Xiaodong Li
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University; Department of Urology, National Region Medical Centre, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Qingshui Zheng
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University; Department of Urology, National Region Medical Centre, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Xueyi Xue
- Department of Urology, Urology Research Institute, The First Affiliated Hospital; Department of Urology, National Region Medical Centre, Binhai Campus of the First Affiliated Hospitalu; Fujian Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Zhiyang Huang
- Department of Urology Surgery, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, China
| | - Shaohao Chen
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University; Department of Urology, National Region Medical Centre, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| |
Collapse
|
16
|
Campistol M, Triquell M, Regis L, Celma A, de Torres I, Semidey ME, Mast R, Mendez O, Planas J, Trilla E, Morote J. Relationship between Proclarix and the Aggressiveness of Prostate Cancer. Mol Diagn Ther 2023; 27:487-498. [PMID: 37081322 DOI: 10.1007/s40291-023-00649-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/29/2023] [Indexed: 04/22/2023]
Abstract
INTRODUCTION Proclarix is a CE-marked test that provides the risk of clinically significant prostate cancer (csPCa), ranging from 0% to 100%, based on the serum measurement of Thrombospondin-1, cathepsin D, prostate-specific antigen (PSA), and percentage of free PSA in addition to age. We hypothesize that Proclarix could be correlated with PCa aggressiveness. We analyzed the association of this new biomarker with four surrogates of aggressiveness: grade group (GG) in the biopsy, clinical stage, risk of biochemical recurrence after primary treatment of localized PCa, and pathology in the surgical specimen. MATERIAL AND METHODS This is a retrospective study from 606 men with suspicion of PCa [PSA of ≥ 3.0 ng/mL and/or abnormal digital rectal examination (DRE)], in whom Proclarix was assessed (0-100%). The GG was defined by the International Society of Urological Pathology categories. The TNM was used for clinical staging (cT based on DRE, whereas cN and cM were established with computed tomography and 99-technetium bone scintigraphy). The risk of biochemical recurrence of localized PCa after primary treatment was defined by combining PSA, GG, and cT. Finally, an unfavorable pathology in a surgical specimen was defined as GG > 2 or pT ≥ 3. RESULTS The median age of the cohort was 67 years old, with a median PSA of 7 ng/mL and a rate of abnormal DRE of 23.3%. CsPCa was detected in 254 men (41.9%), with a median Proclarix of 60.1% compared with 37.3% obtained in patients with insignificant PCa and 20.7% in men without PCa. Among patients with GG > 3, Proclarix was significantly higher (58.2%) than in those with GG of 3 or lower (33.1%, p < 0.001). Men with localized tumors exhibited a Proclarix median of 37.3% compared with those with advanced disease (60.1%, p < 0.001). Proclarix levels among 197 patients with low and intermediate risk of biochemical recurrence were 24.9% and 35.0%, respectively, significantly lower compared with patients with high-risk disease (58.7%, p < 0.001). Unfavorable pathology was observed in 35 patients out of the 79 who underwent radical prostatectomy, with a Proclarix median of 35.7% compared with 23.7% obtained in patients with favorable pathology (p = 0.013). Proclarix and magnetic resonance imaging were independent predictors of the four surrogates of aggressiveness analyzed. CONCLUSION There is a correlation between Proclarix and the aggressiveness of PCa.
Collapse
Affiliation(s)
- Miriam Campistol
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain.
- Department of Surgery, Universitat Autònoma de Barcelona, 08193, Barcelona, Spain.
| | - Marina Triquell
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain
| | - Lucas Regis
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
| | - Ana Celma
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
| | - Inés de Torres
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
- Department of Pathology, Vall d'Hebron Hospital, 08035, Barcelona, Spain
- Department of Morphological Sciences, Universitat Autònoma de Barcelona, 08193, Barcelona, Spain
| | - María E Semidey
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
- Department of Pathology, Vall d'Hebron Hospital, 08035, Barcelona, Spain
- Department of Morphological Sciences, Universitat Autònoma de Barcelona, 08193, Barcelona, Spain
| | - Richard Mast
- Department of Radiology, Vall d'Hebron Hospital, 08035, Barcelona, Spain
| | - Olga Mendez
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
| | - Jacques Planas
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
| | - Enrique Trilla
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
- Department of Surgery, Universitat Autònoma de Barcelona, 08193, Barcelona, Spain
| | - Juan Morote
- Department of Urology, Vall d'Hebron Hospital, Passeig de la Vall d'Hebron 119, 08035, Barcelona, Spain
- Prostate Cancer Research Group, Vall d'Hebron, Research Institute, 08035, Barcelona, Spain
- Department of Surgery, Universitat Autònoma de Barcelona, 08193, Barcelona, Spain
| |
Collapse
|
17
|
D W, L G, T Z, W X, L Y, Z X, Z W, L G, H Y. Study of iron metabolism based on T2* mapping sequences in PI-RADS 3 prostate lesions. Front Oncol 2023; 13:1185057. [PMID: 37274247 PMCID: PMC10232975 DOI: 10.3389/fonc.2023.1185057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 05/09/2023] [Indexed: 06/06/2023] Open
Abstract
Introduction Prostate cancer is one of the most common malignant tumors in Chinese men, which is rich in iron metabolic activity and is closely related to all stages of prostate cancer progression. Since the current diagnostic methods are insufficient, we aimed to evaluate the value of quantitative T2 star values from the T2* mapping sequences in multiparametric magnetic resonance imaging (mpMRI) in the diagnosis and grading of PI-RADS 3 prostate cancer (PCa). Methods We prospectively enrolled patients with PCa or benign prostatic hyperplasia (BPH) admitted to our hospital from January 2021 to November 2022. Imaging indicators, including the T2* value and apparent diffusion coefficient (ADC) value, were collected, and enzyme-linked immunosorbent assays (ELISAs) were used to measure the levels of proteins involved in iron metabolism in the patients. ROC curves were drawn to explore whether the T2* value could be used for the diagnosis and grading of PCa. Results We found that three iron metabolism indexes, ferritin, hepcidin, and the ferric ion (Fe), and the T2* value were significantly different between the PCa group and BPH group and between the low International Society of Urology Pathology (ISUP) group (ISUP ≤ 2) and the high ISUP group (ISUP>2). Additionally, there was a significant correlation between the levels of these three indicators and the T2* value. Further ROC analysis showed that the levels of iron metabolism-related indexes and T2* values performed well in diagnosing and grading PCa. Discussion The T2* value has good value in detecting and predicting the grade of prostate cancer and can reflect the iron metabolism of the tumor, which could provide a foundation for the diagnosis and grading of PCa in the future.
Collapse
Affiliation(s)
- Wenhao D
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Guangzheng L
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Zhen T
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Xuedong W
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yonggang L
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Xuefeng Z
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Weijie Z
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Gang L
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yuhua H
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| |
Collapse
|
18
|
Singla A, Deep N, Naik S, Mohakud S, Nayak P, Sable M. Correlation of multiparametric MRI with histopathological grade of peripheral zone prostate carcinoma. J Cancer Res Ther 2023; 19:S569-S576. [PMID: 38384020 DOI: 10.4103/jcrt.jcrt_280_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 07/06/2022] [Indexed: 02/23/2024]
Abstract
BACKGROUND Prostatic cancer is the second most common malignant tumor in men. Preoperative grading of prostate cancer is important for its management. Our objective is to compare individual and combined detection rates of T2-weighted imaging (T2WI), diffusion weighted imaging (DWI), dynamic contrast enhanced-magnetic resonance imaging (DCE-MRI), and magnetic resonance spectroscopy (MRS) for prostate cancer with histopathological diagnosis as its golden standard. METHODS Forty-four patients with positive digital rectal examination (DRE) findings and elevated prostate specific antigen (PSA), underwent multiparametric MRI (Mp-MRI). T2WI, DWI, DCE-MRI and MRS were done in all the patients. Cognitive magnetic resonance-transrectal ultrasound (MR-TRUS) fusion biopsy was done in all the patients. Sensitivity and specificity of T2WI, DWI, DCE-MRI, and Prostate Imaging - Reporting and Data System PIRADS version 2 was obtained. Apparent diffusion coefficient (ADC) value and choline/citrate ratio were obtained for each lesion and correlated with histopathological grade. RESULTS The mean age of the patients was 68.7 ± 10.1 years, and the mean serum PSA level was 58.1 ± 22.4 ng/dL. Of the 38 lesions in peripheral zone, 33 (87%) had histopathologically proven prostate cancer. T2WI had a sensitivity and specificity of 75.8% and 80% and DWI had a sensitivity and specificity of 90.9% and 80%, respectively, for detection of malignant prostatic lesion. The mean ADC values for prostate cancer, prostatitis, and normal prostatic parenchyma were 0.702 ± 0.094 × 10-3 mm2/sec, 0.959 ± 0.171 × 10-3 mm2/sec, and 1.31 ± 0.223 × 10-3 mm2/sec, respectively. Type 3 curve has lower sensitivity (45.5%) but high specificity (80%) for diagnosing prostate cancer. CONCLUSION DWI can be useful to differentiate benign from malignant prostatic lesions, and low-grade from high-grade prostate carcinoma. ADC value has a positive correlation with histopathological grade of prostate cancer.
Collapse
Affiliation(s)
- Amit Singla
- Department of Radiodiagnosis, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Nerbadyswari Deep
- Department of Radiodiagnosis, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Suprava Naik
- Department of Radiodiagnosis, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Sudipta Mohakud
- Department of Radiodiagnosis, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Prasant Nayak
- Department of Urology, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Mukund Sable
- Department of Pathology, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| |
Collapse
|
19
|
ABDOMEN BECKEN – MRT-Gruppe sagt ISUP-Grad voraus. ROFO-FORTSCHR RONTG 2022. [DOI: 10.1055/a-1855-6574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
|
20
|
Ziayee F, Schimmöller L, Blondin D, Boschheidgen M, Wilms LM, Vach M, Arsov C, Albers P, Antoch G, Ullrich T. Impact of dynamic contrast-enhanced MRI in 1.5 T versus 3 T MRI for clinically significant prostate cancer detection. Eur J Radiol 2022; 156:110520. [PMID: 36116141 DOI: 10.1016/j.ejrad.2022.110520] [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: 07/04/2022] [Revised: 08/21/2022] [Accepted: 09/06/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE This study analyzes the value of dynamic contrast-enhanced MRI (DCE) of the prostate on 1.5 T and 3 T examinations in patients within PI-RADS category 4. METHODS In this retrospective, bi-centric, cohort study all consecutive patients classified as PI-RADS 4 in mpMRI with 100 verified prostate cancers (PCa) in subsequent MRI/US-guided fusion biopsy were included for 1.5 T and 3 T, each. PCa detection in index lesions (IL) upgraded to PI-RADS 4 based on positive DCE findings was compared between 1.5 T and 3 T. Secondary objectives are subgroup analysis of PZ lesions and comparison of ISUP grade group distribution between 1.5 T and 3 T. RESULTS In total, 293 patients within PI-RADS category 4, including 152 (mean 66 ± 8y; median PSA 6.4 ng/ml;116 PZ IL) in the 1.5 T group and 141 (mean 65 ± 8y; median PSA 7.2 ng/ml;100 PZ IL) in the 3 T group were included. Overall amount of PCa (66 % vs 71 %; p = 0.346) and portion of upgraded IL (28 % vs 21 %; p = 0.126) did not differ significantly. At 1.5 T PCa detection was higher in upgraded PZ lesions compared to 3 T (23 % vs 14 %; p = 0.048). The amount of upgraded PZ lesions with ISUP grade group 2-5 PCa was significantly higher at 1.5 T versus 3 T (13.8 % vs 4.0 %; p = 0.007). 33 % (11/33; 1.5 T) and 32 % (10/31; 3 T) of the ISUP grade group 1 PCa of the PZ lesions were detected in upgraded lesions (10% of all PZ index lesions, respectively). CONCLUSION DCE enabled the detection of a substantial amount of additional clinically significant PCa in prostate mpMRI at 1.5 T. The effect was smaller at 3 T and was accompanied in relation to 1.5 T by higher risk of overdiagnosis due to detection of additional low-risk PCa.
Collapse
Affiliation(s)
- F Ziayee
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany.
| | - L Schimmöller
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany.
| | - D Blondin
- Community Hospital Moenchengladbach GmbH, Elisabeth-Hospital Rheydt, Department of Radiology, Vascular Radiology, and Nuclear Medicine, D-41239 Moenchengladbach, Germany.
| | - M Boschheidgen
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany.
| | - L M Wilms
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany.
| | - M Vach
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany.
| | - C Arsov
- University Dusseldorf, Medical Faculty, Department of Urology, D-40225 Dusseldorf, Germany.
| | - P Albers
- University Dusseldorf, Medical Faculty, Department of Urology, D-40225 Dusseldorf, Germany.
| | - G Antoch
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany.
| | - T Ullrich
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany.
| |
Collapse
|
21
|
Granata V, Fusco R, Belli A, Danti G, Bicci E, Cutolo C, Petrillo A, Izzo F. Diffusion weighted imaging and diffusion kurtosis imaging in abdominal oncological setting: why and when. Infect Agent Cancer 2022; 17:25. [PMID: 35681237 PMCID: PMC9185934 DOI: 10.1186/s13027-022-00441-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 05/30/2022] [Indexed: 12/13/2022] Open
Abstract
This article provides an overview of diffusion kurtosis (DKI) imaging in abdominal oncology. DKI allows for more data on tissue structures than the conventional diffusion model (DWI). However, DKI requires high quality images at b-values greater than 1000 s/mm2 and high signal-to-noise ratio (SNR) that traditionally MRI systems are not able to acquire and therefore there are generally amplified anatomical distortions on the images due to less homogeneity of the field. Advances in both hardware and software on modern MRI scanners have currently enabled ultra-high b-value imaging and offered the ability to apply DKI to multiple extracranial sites. Previous studies have evaluated the ability of DKI to characterize and discriminate tumor grade compared to conventional DWI. Additionally, in several studies the DKI sequences used were based on planar echo (EPI) acquisition, which is susceptible to motion, metal and air artefacts and prone to low SNRs and distortions, leading to low quality images for some small lesions, which may affect the accuracy of the results. Another problem is the optimal b-value of DKI, which remains to be explored and not yet standardized, as well as the manual selection of the ROI, which could affect the accuracy of some parameters.
Collapse
Affiliation(s)
- Vincenza Granata
- Division of Radiology, "Istituto Nazionale Tumori IRCCS Fondazione Pascale - IRCCS di Napoli", I-80131, Naples, Italy.
| | | | - Andrea Belli
- Division of Hepatobiliary Surgical Oncology, "Istituto Nazionale Tumori IRCCS Fondazione Pascale - IRCCS di Napoli", I-80131, Naples, Italy
| | - Ginevra Danti
- Department of Radiology, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy.,Italian Society of Medical and Interventional Radiology, SIRM Foundation, Milan, Italy
| | - Eleonora Bicci
- Department of Radiology, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Carmen Cutolo
- Department of Medicine, Surgery and Dentistry, University of Salerno, Salerno, Italy
| | - Antonella Petrillo
- Division of Radiology, "Istituto Nazionale Tumori IRCCS Fondazione Pascale - IRCCS di Napoli", I-80131, Naples, Italy
| | - Francesco Izzo
- Division of Hepatobiliary Surgical Oncology, "Istituto Nazionale Tumori IRCCS Fondazione Pascale - IRCCS di Napoli", I-80131, Naples, Italy
| |
Collapse
|
22
|
Campistol M, Morote J, Triquell M, Regis L, Celma A, de Torres I, Semidey ME, Mast R, Santamaría A, Planas J, Trilla E. Comparison of Proclarix, PSA Density and MRI-ERSPC Risk Calculator to Select Patients for Prostate Biopsy after mpMRI. Cancers (Basel) 2022; 14:cancers14112702. [PMID: 35681685 PMCID: PMC9179369 DOI: 10.3390/cancers14112702] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 05/26/2022] [Accepted: 05/27/2022] [Indexed: 02/04/2023] Open
Abstract
Tools to properly select candidates for prostate biopsy after magnetic resonance imaging (MRI) have usually been analyzed in overall populations with suspected prostate cancer (PCa). However, the performance of these tools can change regarding the Prostate Imaging-Reporting and Data System (PI-RADS) categories due to the different incidence of clinically significant PCa (csPCa). The objective of the study was to analyze PSA density (PSAD), MRI-ERSPC risk calculator (RC), and Proclarix to properly select candidates for prostate biopsy regarding PI-RADS categories. We performed a head-to-head analysis of 567 men with suspected PCa, PSA > 3 ng/mL and/or abnormal rectal examination, in whom two to four core transrectal ultrasound (TRUS) guided biopsies to PI-RADS ≥ three lesions and/or 12-core TRUS systematic biopsies were performed after 3-tesla mpMRI between January 2018 and March 2020 in one academic institution. The overall detection of csPCa was 40.9% (6% in PI-RADS < 3, 14.8% in PI-RADS 3, 55.3% in PI-RADS 4, and 88.9% in PI-RADS 5). MRI-ERSPC model exhibited a net benefit over PSAD and Proclarix in the overall population. Proclarix outperformed PSAD and MRI-ERSPC RC in PI-RADS ≤ 3. PSAD outperformed MRI-ESRPC RC and Proclarix in PI-RADS > 3, although none of them exhibited 100% sensitivity for csPCa in this setting. Therefore, tools to properly select candidates for prostate biopsy after MRI must be analyzed regarding the PI-RADS categories. While MRI-ERSPC RC outperformed PSAD and Proclarix in the overall population, Proclarix outperformed in PI-RADS ≤ 3, and no tool guaranteed 100% detection of csPCa in PI-RADS 4 and 5.
Collapse
Affiliation(s)
- Miriam Campistol
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (J.M.); (M.T.); (L.R.); (A.C.); (J.P.); (E.T.)
- Correspondence: ; Tel.: +34-6969-04272
| | - Juan Morote
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (J.M.); (M.T.); (L.R.); (A.C.); (J.P.); (E.T.)
- Prostate Cancer Research Group, Vall d’Hebron, Research Institute, 08035 Barcelona, Spain; (I.d.T.); (M.E.S.); (A.S.)
- Department of Surgery, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - Marina Triquell
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (J.M.); (M.T.); (L.R.); (A.C.); (J.P.); (E.T.)
| | - Lucas Regis
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (J.M.); (M.T.); (L.R.); (A.C.); (J.P.); (E.T.)
- Prostate Cancer Research Group, Vall d’Hebron, Research Institute, 08035 Barcelona, Spain; (I.d.T.); (M.E.S.); (A.S.)
| | - Ana Celma
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (J.M.); (M.T.); (L.R.); (A.C.); (J.P.); (E.T.)
- Prostate Cancer Research Group, Vall d’Hebron, Research Institute, 08035 Barcelona, Spain; (I.d.T.); (M.E.S.); (A.S.)
| | - Inés de Torres
- Prostate Cancer Research Group, Vall d’Hebron, Research Institute, 08035 Barcelona, Spain; (I.d.T.); (M.E.S.); (A.S.)
- Department of Pathology, Vall d’Hebron Hospital, 08035 Barcelona, Spain
- Department of Morphological Sciences, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - María E. Semidey
- Prostate Cancer Research Group, Vall d’Hebron, Research Institute, 08035 Barcelona, Spain; (I.d.T.); (M.E.S.); (A.S.)
- Department of Pathology, Vall d’Hebron Hospital, 08035 Barcelona, Spain
- Department of Morphological Sciences, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - Richard Mast
- Department of Radiology, Vall d’Hebron Hospital, 08035 Barcelona, Spain;
| | - Anna Santamaría
- Prostate Cancer Research Group, Vall d’Hebron, Research Institute, 08035 Barcelona, Spain; (I.d.T.); (M.E.S.); (A.S.)
| | - Jacques Planas
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (J.M.); (M.T.); (L.R.); (A.C.); (J.P.); (E.T.)
- Prostate Cancer Research Group, Vall d’Hebron, Research Institute, 08035 Barcelona, Spain; (I.d.T.); (M.E.S.); (A.S.)
| | - Enrique Trilla
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (J.M.); (M.T.); (L.R.); (A.C.); (J.P.); (E.T.)
- Prostate Cancer Research Group, Vall d’Hebron, Research Institute, 08035 Barcelona, Spain; (I.d.T.); (M.E.S.); (A.S.)
- Department of Surgery, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| |
Collapse
|
23
|
Dinneen E, Allen C, Strange T, Heffernan-Ho D, Banjeglav J, Lindsay J, Mulligan JP, Briggs T, Nathan S, Sridhar A, Grierson J, Haider A, Panayi C, Patel D, Freeman A, Aning J, Persad R, Ahmad I, Dutto L, Oakley N, Ambrosi A, Parry T, Kasivisvanathan V, Giganti F, Shaw G, Punwani S. Negative mpMRI Rules Out Extra-Prostatic Extension in Prostate Cancer before Robot-Assisted Radical Prostatectomy. Diagnostics (Basel) 2022; 12:1057. [PMID: 35626214 PMCID: PMC9139507 DOI: 10.3390/diagnostics12051057] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 04/18/2022] [Accepted: 04/20/2022] [Indexed: 11/23/2022] Open
Abstract
Background: The accuracy of multi-parametric MRI (mpMRI) in the pre-operative staging of prostate cancer (PCa) remains controversial. Objective: The purpose of this study was to evaluate the ability of mpMRI to accurately predict PCa extra-prostatic extension (EPE) on a side-specific basis using a risk-stratified 5-point Likert scale. This study also aimed to assess the influence of mpMRI scan quality on diagnostic accuracy. Patients and Methods: We included 124 men who underwent robot-assisted RP (RARP) as part of the NeuroSAFE PROOF study at our centre. Three radiologists retrospectively reviewed mpMRI blinded to RP pathology and assigned a Likert score (1-5) for EPE on each side of the prostate. Each scan was also ascribed a Prostate Imaging Quality (PI-QUAL) score for assessing the quality of the mpMRI scan, where 1 represents the poorest and 5 represents the best diagnostic quality. Outcome measurements and statistical analyses: Diagnostic performance is presented for the binary classification of EPE, including 95% confidence intervals and the area under the receiver operating characteristic curve (AUC). Results: A total of 231 lobes from 121 men (mean age 56.9 years) were evaluated. Of these, 39 men (32.2%), or 43 lobes (18.6%), had EPE. A Likert score ≥3 had a sensitivity (SE), specificity (SP), NPV, and PPV of 90.4%, 52.3%, 96%, and 29.9%, respectively, and the AUC was 0.82 (95% CI: 0.77-0.86). The AUC was 0.76 (95% CI: 0.64-0.88), 0.78 (0.72-0.84), and 0.92 (0.88-0.96) for biparametric scans, PI-QUAL 1-3, and PI-QUAL 4-5 scans, respectively. Conclusions: MRI can be used effectively by genitourinary radiologists to rule out EPE and help inform surgical planning for men undergoing RARP. EPE prediction was more reliable when the MRI scan was (a) multi-parametric and (b) of a higher image quality according to the PI-QUAL scoring system.
Collapse
Affiliation(s)
- Eoin Dinneen
- Division of Surgery & Interventional Science, University College London, Charles Bell House, 3rd Floor, 43-45 Foley Street, London W1W 7TS, UK; (J.G.); (V.K.); (F.G.); (G.S.)
- Department of Urology, University College Hospital London, Westmoreland Street Hospital, 16-18 Westmoreland Street, London W1G 8PH, UK; (J.B.); (J.L.); (J.-P.M.); (T.B.); (S.N.); (A.S.)
| | - Clare Allen
- Department of Radiology, University College London Hospitals, 235 Euston Road, London NW1 2BU, UK; (C.A.); (T.S.); (D.H.-H.); (S.P.)
| | - Tom Strange
- Department of Radiology, University College London Hospitals, 235 Euston Road, London NW1 2BU, UK; (C.A.); (T.S.); (D.H.-H.); (S.P.)
| | - Daniel Heffernan-Ho
- Department of Radiology, University College London Hospitals, 235 Euston Road, London NW1 2BU, UK; (C.A.); (T.S.); (D.H.-H.); (S.P.)
| | - Jelena Banjeglav
- Department of Urology, University College Hospital London, Westmoreland Street Hospital, 16-18 Westmoreland Street, London W1G 8PH, UK; (J.B.); (J.L.); (J.-P.M.); (T.B.); (S.N.); (A.S.)
| | - Jamie Lindsay
- Department of Urology, University College Hospital London, Westmoreland Street Hospital, 16-18 Westmoreland Street, London W1G 8PH, UK; (J.B.); (J.L.); (J.-P.M.); (T.B.); (S.N.); (A.S.)
| | - John-Patrick Mulligan
- Department of Urology, University College Hospital London, Westmoreland Street Hospital, 16-18 Westmoreland Street, London W1G 8PH, UK; (J.B.); (J.L.); (J.-P.M.); (T.B.); (S.N.); (A.S.)
| | - Tim Briggs
- Department of Urology, University College Hospital London, Westmoreland Street Hospital, 16-18 Westmoreland Street, London W1G 8PH, UK; (J.B.); (J.L.); (J.-P.M.); (T.B.); (S.N.); (A.S.)
| | - Senthil Nathan
- Department of Urology, University College Hospital London, Westmoreland Street Hospital, 16-18 Westmoreland Street, London W1G 8PH, UK; (J.B.); (J.L.); (J.-P.M.); (T.B.); (S.N.); (A.S.)
| | - Ashwin Sridhar
- Department of Urology, University College Hospital London, Westmoreland Street Hospital, 16-18 Westmoreland Street, London W1G 8PH, UK; (J.B.); (J.L.); (J.-P.M.); (T.B.); (S.N.); (A.S.)
| | - Jack Grierson
- Division of Surgery & Interventional Science, University College London, Charles Bell House, 3rd Floor, 43-45 Foley Street, London W1W 7TS, UK; (J.G.); (V.K.); (F.G.); (G.S.)
- Department of Histopathology, University College Hospital London, 235 Euston Road, London NW1 2BU, UK; (A.H.); (C.P.); (D.P.); (A.F.)
| | - Aiman Haider
- Department of Histopathology, University College Hospital London, 235 Euston Road, London NW1 2BU, UK; (A.H.); (C.P.); (D.P.); (A.F.)
| | - Christos Panayi
- Department of Histopathology, University College Hospital London, 235 Euston Road, London NW1 2BU, UK; (A.H.); (C.P.); (D.P.); (A.F.)
| | - Dominic Patel
- Department of Histopathology, University College Hospital London, 235 Euston Road, London NW1 2BU, UK; (A.H.); (C.P.); (D.P.); (A.F.)
| | - Alex Freeman
- Department of Histopathology, University College Hospital London, 235 Euston Road, London NW1 2BU, UK; (A.H.); (C.P.); (D.P.); (A.F.)
| | - Jonathan Aning
- North Bristol Hospitals Trust, Department of Urology, Southmead Hospital, Southmead Lane, Westbury-on-Trym, Bristol BS10 5NB, UK; (J.A.); (R.P.)
| | - Raj Persad
- North Bristol Hospitals Trust, Department of Urology, Southmead Hospital, Southmead Lane, Westbury-on-Trym, Bristol BS10 5NB, UK; (J.A.); (R.P.)
| | - Imran Ahmad
- Department of Urology, Queen Elizabeth University Hospital, NHS Greater Glasgow & Clyde, 1345 Govan Road, Glasgow G51 4TF, UK; (I.A.); (L.D.)
| | - Lorenzo Dutto
- Department of Urology, Queen Elizabeth University Hospital, NHS Greater Glasgow & Clyde, 1345 Govan Road, Glasgow G51 4TF, UK; (I.A.); (L.D.)
| | - Neil Oakley
- Department of Urology, Sheffield Teaching Hospitals NHS Trust, Royal Hallamshire Hospital, Glossop Road, Sheffield S10 2JF, UK;
| | - Alessandro Ambrosi
- Faculty of Medicine and Surgery, Vita-Salute San Raffaele University, 20132 Milano, Italy;
| | - Tom Parry
- Centre for Medical Imaging, University College London, Charles Bell House, 2nd Floor, 43-45 Foley Street, London W1W 7TS, UK;
| | - Veeru Kasivisvanathan
- Division of Surgery & Interventional Science, University College London, Charles Bell House, 3rd Floor, 43-45 Foley Street, London W1W 7TS, UK; (J.G.); (V.K.); (F.G.); (G.S.)
- Department of Urology, University College Hospital London, Westmoreland Street Hospital, 16-18 Westmoreland Street, London W1G 8PH, UK; (J.B.); (J.L.); (J.-P.M.); (T.B.); (S.N.); (A.S.)
| | - Francesco Giganti
- Division of Surgery & Interventional Science, University College London, Charles Bell House, 3rd Floor, 43-45 Foley Street, London W1W 7TS, UK; (J.G.); (V.K.); (F.G.); (G.S.)
- Department of Radiology, University College London Hospitals, 235 Euston Road, London NW1 2BU, UK; (C.A.); (T.S.); (D.H.-H.); (S.P.)
| | - Greg Shaw
- Division of Surgery & Interventional Science, University College London, Charles Bell House, 3rd Floor, 43-45 Foley Street, London W1W 7TS, UK; (J.G.); (V.K.); (F.G.); (G.S.)
- Department of Urology, University College Hospital London, Westmoreland Street Hospital, 16-18 Westmoreland Street, London W1G 8PH, UK; (J.B.); (J.L.); (J.-P.M.); (T.B.); (S.N.); (A.S.)
| | - Shonit Punwani
- Department of Radiology, University College London Hospitals, 235 Euston Road, London NW1 2BU, UK; (C.A.); (T.S.); (D.H.-H.); (S.P.)
- Centre for Medical Imaging, University College London, Charles Bell House, 2nd Floor, 43-45 Foley Street, London W1W 7TS, UK;
| |
Collapse
|
24
|
Morote J, Borque-Fernando A, Triquell M, Celma A, Regis L, Mast R, de Torres IM, Semidey ME, Santamaría A, Planas J, Esteban LM, Trilla E. Multiparametric Magnetic Resonance Imaging Grades the Aggressiveness of Prostate Cancer. Cancers (Basel) 2022; 14:1828. [PMID: 35406600 PMCID: PMC8997549 DOI: 10.3390/cancers14071828] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 03/31/2022] [Accepted: 04/01/2022] [Indexed: 02/04/2023] Open
Abstract
We sought to find further evidence showing the increase in PCa aggressiveness as PI-RADS score increases from four surrogates of PCa aggressiveness: i. prostate biopsy GG (≤3 vs. >3), ii. type of pathology in surgical specimens (favourable vs. unfavourable), iii. clinical stage (localised vs. advanced), and risk of recurrence of localised PCa after primary treatment (low-intermediate vs. high). A group of 692 PCa patients were diagnosed after 3-T multiparametric MRI (mpMRI) and guided and/or systematic biopsies, showing csPCa (GG ≥ 2) in 547 patients (79%) and insignificant PCa (iPCa) in 145 (21%). The csPCa rate increased from 32.4% in PI-RADS < 3 to 95.5% in PI-RADS 5 (p < 0.001). GG ≥ 3 was observed in 7.6% of PCa with PI-RADS < 3 and 32.6% in those with PI-RADS > 3 (p < 0.001). Unfavourable pathology was observed in 38.9% of PCa with PI-RAD < 3 and 68.3% in those with PI-RADS > 3 (p = 0.030). Advanced disease was not observed in PCa with PI-RADS ≤ 3, while it existed in 12.7% of those with PI-RADS > 3 (p < 0.001). High-risk recurrence localised PCa was observed in 9.5% of PCa with PI-RADS < 3 and 35% in those with PI-RADS > 3 (p = 0.001). The PI-RADS score was an independent predictor of all surrogates of PCa aggressiveness as PSA density. We confirmed that mpMRI grades PCa aggressiveness.
Collapse
Affiliation(s)
- Juan Morote
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (M.T.); (A.C.); (L.R.); (J.P.); (E.T.)
- Department of Surgery, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - Angel Borque-Fernando
- Department of Urology, Hospital Universitario Miguel Servet, IIS-Aragon, 50009 Zaragoza, Spain;
| | - Marina Triquell
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (M.T.); (A.C.); (L.R.); (J.P.); (E.T.)
| | - Anna Celma
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (M.T.); (A.C.); (L.R.); (J.P.); (E.T.)
| | - Lucas Regis
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (M.T.); (A.C.); (L.R.); (J.P.); (E.T.)
| | - Richard Mast
- Department of Radiology, Vall d’Hebron Hospital, 08035 Barcelona, Spain;
| | - Inés M. de Torres
- Department of Pathology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (I.M.d.T.); (M.E.S.)
- Department of Morphological Sciences, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - María E. Semidey
- Department of Pathology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (I.M.d.T.); (M.E.S.)
- Department of Morphological Sciences, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | | | - Jacques Planas
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (M.T.); (A.C.); (L.R.); (J.P.); (E.T.)
| | - Luis M. Esteban
- Department of Applied Mathematics, Escuela Universitaria Politécnica La Almunia, Universidad de Zaragoza, 50100 Zaragoza, Spain;
| | - Enrique Trilla
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (M.T.); (A.C.); (L.R.); (J.P.); (E.T.)
- Department of Surgery, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| |
Collapse
|
25
|
Morote J, Borque-Fernando A, Triquell M, Celma A, Regis L, Escobar M, Mast R, de Torres IM, Semidey ME, Abascal JM, Sola C, Servian P, Salvador D, Santamaría A, Planas J, Esteban LM, Trilla E. The Barcelona Predictive Model of Clinically Significant Prostate Cancer. Cancers (Basel) 2022; 14:cancers14061589. [PMID: 35326740 PMCID: PMC8946272 DOI: 10.3390/cancers14061589] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 03/15/2022] [Accepted: 03/16/2022] [Indexed: 02/06/2023] Open
Abstract
A new and externally validated MRI-PM for csPCa was developed in the metropolitan area of Barcelona, and a web-RC designed with the new option of selecting the csPCa probability threshold. The development cohort comprised 1486 men scheduled to undergo a 3-tesla multiparametric MRI (mpMRI) and guided and/or systematic biopsies in one academic institution of Barcelona. The external validation cohort comprised 946 men in whom the same diagnostic approach was carried out as in the development cohort, in two other academic institutions of the same metropolitan area. CsPCa was detected in 36.9% of men in the development cohort and 40.8% in the external validation cohort (p = 0.054). The area under the curve of mpMRI increased from 0.842 to 0.897 in the developed MRI-PM (p < 0.001), and from 0.743 to 0.858 in the external validation cohort (p < 0.001). A selected 15% threshold avoided 40.1% of prostate biopsies and missed 5.4% of the 36.9% csPCa detected in the development cohort. In men with PI-RADS <3, 4.3% would be biopsied and 32.3% of all existing 4.2% of csPCa would be detected. In men with PI-RADS 3, 62% of prostate biopsies would be avoided and 28% of all existing 12.4% of csPCa would be undetected. In men with PI-RADS 4, 4% of prostate biopsies would be avoided and 0.6% of all existing 43.1% of csPCa would be undetected. In men with PI-RADS 5, 0.6% of prostate biopsies would be avoided and none of the existing 42.0% of csPCa would be undetected. The Barcelona MRI-PM presented good performance on the overall population; however, its clinical usefulness varied regarding the PI-RADS category. The selection of csPCa probability thresholds in the designed RC may facilitate external validation and outperformance of MRI-PMs in specific PI-RADS categories.
Collapse
Affiliation(s)
- Juan Morote
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (M.T.); (A.C.); (L.R.); (J.P.); (E.T.)
- Department of Surgery, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
- Correspondence: ; Tel.: +34-9327-46009
| | - Angel Borque-Fernando
- Department of Urology, Hospital Universitario Miguel Servet, IIS-Aragon, 50009 Zaragoza, Spain;
| | - Marina Triquell
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (M.T.); (A.C.); (L.R.); (J.P.); (E.T.)
- Department of Surgery, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - Anna Celma
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (M.T.); (A.C.); (L.R.); (J.P.); (E.T.)
- Department of Surgery, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - Lucas Regis
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (M.T.); (A.C.); (L.R.); (J.P.); (E.T.)
- Department of Surgery, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - Manel Escobar
- Department of Radiology, Vall d´Hebron Hospital, 08035 Barcelona, Spain; (M.E.); (R.M.)
| | - Richard Mast
- Department of Radiology, Vall d´Hebron Hospital, 08035 Barcelona, Spain; (M.E.); (R.M.)
| | - Inés M. de Torres
- Department of Pathology, Vall d´Hebron Hospital, 08035 Barcelona, Spain; (I.M.d.T.); (M.E.S.)
- Department of Morphological Sciences, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - María E. Semidey
- Department of Pathology, Vall d´Hebron Hospital, 08035 Barcelona, Spain; (I.M.d.T.); (M.E.S.)
- Department of Morphological Sciences, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - José M. Abascal
- Department of Urology, Parc de Salut Mar, 08003 Barcelona, Spain; (J.M.A.); (C.S.)
| | - Carles Sola
- Department of Urology, Parc de Salut Mar, 08003 Barcelona, Spain; (J.M.A.); (C.S.)
| | - Pol Servian
- Department of Urology, Hospital Germans Trias I Pujol, 08916 Badalona, Spain; (P.S.); (D.S.)
| | - Daniel Salvador
- Department of Urology, Hospital Germans Trias I Pujol, 08916 Badalona, Spain; (P.S.); (D.S.)
| | - Anna Santamaría
- Urology Research Group, Vall d´ Hebron Research Institute, 08035 Barcelona, Spain;
| | - Jacques Planas
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (M.T.); (A.C.); (L.R.); (J.P.); (E.T.)
| | - Luis M. Esteban
- Department of Applied Mathematics, Escuela Universitaria Politécnica La Almunia, Universidad de Zaragoza, 50100 Zaragoza, Spain;
| | - Enrique Trilla
- Department of Urology, Vall d’Hebron Hospital, 08035 Barcelona, Spain; (M.T.); (A.C.); (L.R.); (J.P.); (E.T.)
- Department of Surgery, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| |
Collapse
|
26
|
Klingebiel M, Schimmöller L, Weiland E, Franiel T, Jannusch K, Kirchner J, Hilbert T, Strecker R, Arsov C, Wittsack HJ, Albers P, Antoch G, Ullrich T. Value of T 2 Mapping MRI for Prostate Cancer Detection and Classification. J Magn Reson Imaging 2022; 56:413-422. [PMID: 35038203 DOI: 10.1002/jmri.28061] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Revised: 12/21/2021] [Accepted: 12/22/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Currently, multi-parametric prostate MRI (mpMRI) consists of a qualitative T2 , diffusion weighted, and dynamic contrast enhanced imaging. Quantification of T2 imaging might further standardize PCa detection and support artificial intelligence solutions. PURPOSE To evaluate the value of T2 mapping to detect prostate cancer (PCa) and to differentiate PCa aggressiveness. STUDY TYPE Retrospective single center cohort study. POPULATION Forty-four consecutive patients (mean age 67 years; median PSA 7.9 ng/mL) with mpMRI and verified PCa by subsequent targeted plus systematic MR/ultrasound (US)-fusion biopsy from February 2019 to December 2019. FIELD STRENGTH/SEQUENCE Standardized mpMRI at 3 T with an additionally acquired T2 mapping sequence. ASSESSMENT Primary endpoint was the analysis of quantitative T2 values and contrast differences/ratios (CD/CR) between PCa and benign tissue. Secondary objectives were the correlation between T2 values, ISUP grade, apparent diffusion coefficient (ADC) value, and PI-RADS, and the evaluation of thresholds for differentiating PCa and clinically significant PCa (csPCa). STATISTICAL TESTS Mann-Whitney test, Spearman's rank (rs ) correlation, receiver operating curves, Youden's index (J), and AUC were performed. Statistical significance was defined as P < 0.05. RESULTS Median quantitative T2 values were significantly lower for PCa in PZ (85 msec) and PCa in TZ (75 msec) compared to benign PZ (141 msec) or TZ (97 msec) (P < 0.001). CD/CR between PCa and benign PZ (51.2/1.77), respectively TZ (19.8/1.29), differed significantly (P < 0.001). The best T2 -mapping threshold for PCa/csPCa detection was for TZ 81/86 msec (J = 0.929/1.0), and for PZ 110 msec (J = 0.834/0.905). Quantitative T2 values of PCa did not correlate significantly with the ISUP grade (rs = 0.186; P = 0.226), ADC value (rs = 0.138; P = 0.372), or PI-RADS (rs = 0.132; P = 0.392). DATA CONCLUSION Quantitative T2 values could differentiate PCa in TZ and PZ and might support standardization of mpMRI of the prostate. Different thresholds seem to apply for PZ and TZ lesions. However, in the present study quantitative T2 values were not able to indicate PCa aggressiveness. LEVEL OF EVIDENCE 2 TECHNICAL EFFICACY: Stage 2.
Collapse
Affiliation(s)
- Maximilian Klingebiel
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Dusseldorf, Germany
| | - Lars Schimmöller
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Dusseldorf, Germany
| | - Elisabeth Weiland
- MR Applications Predevelopment, Siemens Healthcare GmbH, Erlangen, Germany
| | - Tobias Franiel
- Department of Diagnostic and Interventional Radiology, University Hospital Jena, Jena, Germany
| | - Kai Jannusch
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Dusseldorf, Germany
| | - Julian Kirchner
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Dusseldorf, Germany
| | - Tom Hilbert
- Advanced Clinical Imaging Technology, Siemens Healthcare AG, Lausanne, Switzerland.,Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.,LTS5, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Ralph Strecker
- SHS EMEA ST&BD SP PS&O, Siemens Healthcare GmbH, Eschborn, Germany
| | - Christian Arsov
- Department of Urology, University Dusseldorf, Medical Faculty, Dusseldorf, Germany
| | - Hans-Jörg Wittsack
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Dusseldorf, Germany
| | - Peter Albers
- Department of Urology, University Dusseldorf, Medical Faculty, Dusseldorf, Germany
| | - Gerald Antoch
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Dusseldorf, Germany
| | - Tim Ullrich
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Dusseldorf, Germany
| |
Collapse
|