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Li B, Li X, Li Z, Yang P, Pan C, Tian L, Xie C. Magnetic resonance radiographic features which might lead to misdiagnosis of muscle-invasive bladder cancer based on vesical imaging reporting and data system: the application experience of a single center. Quant Imaging Med Surg 2023; 13:7258-7268. [PMID: 37869292 PMCID: PMC10585496 DOI: 10.21037/qims-23-356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 08/24/2023] [Indexed: 10/24/2023]
Abstract
Background The Vesical Imaging Reporting and Data System (VI-RADS) has been widely used for diagnosing muscle-invasive bladder cancer (MIBC), yet instances of misdiagnosis persist. However, limited research discusses the factors affecting its accuracy. This study aimed to evaluate the diagnostic efficacy of the VI-RADS in our center and to preliminarily identify possible magnetic resonance imaging (MRI) characteristics of misdiagnosis. Methods From January 2018 to February 2023, a consecutive series of 211 participants pathologically diagnosed with bladder cancer (BC) who underwent an MRI exam were retrospectively enrolled. MRI was interpreted by 2 radiologists with different levels of experience, the diagnostic performance was validated using the receiver operating characteristic (ROC) curve, and VI-RADS ≥4 was considered to indicate MIBC-positive status. The clinical and radiographic characteristics of the true-positive (TP), true-negative (TN), false-positive (FP), and false-negative (FN) groups were analyzed using Kruskal-Wallis test or Fisher exact test. Results With VI-RADS ≥4 as the cutoff value, the area under the ROC curves (AUCs) were 0.951 (0.912-0.976) and 0.847 (0.791-0.893) for the more-experienced reader and less-experienced reader, respectively, with good interobserver agreement (κ=0.74105). The median tumor size in the TP (more experienced: 57 cases; less experienced: 44 cases) and FP (more experienced: 8 cases; less experienced: 9 cases) groups was larger than that in the TN (more experienced: 141 cases; less experienced: 139 cases) group for the more-experienced reader (TP: 28 mm; FP: 31 mm; TN: 19 mm; P<0.001 and P=0.031, respectively) and the less-experienced reader (TP: 31 mm; FP: 28 mm; TN: 19 mm; P<0.001 and P=0.042, respectively). The tumor base in the TP and FP groups was larger than that in the TN group for the more-experienced reader (TP: 37 mm; FP: 48 mm; TN: 15 mm; both P<0.001) and for the less-experienced reader (FP: 42 mm; FP: 36 mm; TN: 15 mm; P<0.001 and P=0.022, respectively). The median tumor base in the TP group was larger than that in the FN group for the less-experienced reader (TP: 42 mm; FN: 17 mm; P=0.004). Conclusions We observed good to excellent AUCs with good interobserver agreement among radiologists with different levels of expertise using VI-RADS. Large tumor size and wide tumor base affected the accuracy of VI-RADS in MIBC diagnosis.
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Affiliation(s)
- Boya Li
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Xiangdong Li
- Department of Urology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Zhiyong Li
- Department of Urology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Ping Yang
- Department of Pathology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Chenghao Pan
- School of Public Health, Sun Yat-sen University, Guangzhou, China
- Department of Cancer Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Li Tian
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Chuanmiao Xie
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
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Andrikos I, Stefanou K, Bellos C, Stergios G, Alchera E, Locatelli I, Alfano M. EDIT Software: A tool for the semi-automatic 3D reconstruction of bladder cancer and urinary bladder of animal models. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023; 232:107448. [PMID: 36871545 DOI: 10.1016/j.cmpb.2023.107448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 02/23/2023] [Accepted: 02/24/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND AND OBJECTIVE This study presents the EDIT software, a tool for the visualization of the urinary bladder anatomy in the 3D space and for its semi-automatic 3D reconstruction. METHODS The inner bladder wall was computed by applying a Region of Interest (ROI) feedback-based active contour algorithm on the ultrasound images while the outer bladder wall was calculated by expanding the inner borders to approach the vascularization area on the photoacoustic images. The validation strategy of the proposed software was divided into two processes. Initially, the 3D automated reconstruction was performed on 6 phantom objects of different volume in order to compare the software computed volumes of the models with the true volumes of phantoms. Secondly, the in-vivo 3D reconstruction of the urinary bladder for 10 animals with orthotopic bladder cancer, which range in different stages of tumor progression was performed. RESULTS The results showed that the minimum volume similarity of the proposed 3D reconstruction method applied on phantoms is 95.59%. It is noteworthy to mention that the EDIT software enables the user to reconstruct the 3D bladder wall with high precision, even if the bladder silhouette has been significantly deformed by the tumor. Indeed, by taking into account the dataset of the 2251 in-vivo ultrasound and photoacoustic images, the presented software performs segmentation with dice similarity 96.96% and 90.91% for the inner and the outer borders of the bladder wall, respectively. CONCLUSIONS This study delivers the EDIT software, a novel software tool that uses ultrasound and photoacoustic images to extract different 3D components of the bladder.
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Affiliation(s)
| | | | | | | | - Elisa Alchera
- Unit of Urology, URI, Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Irene Locatelli
- Unit of Urology, URI, Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Massimo Alfano
- Unit of Urology, URI, Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
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Ghanghoria A, Barua SK, Rajeev TP, Bagchi PK, Sarma D, Phukan M, Sharma V. Role of diffusion-weighted MRI for prediction of regional lymph node positivity in radiologically organ-confined renal tumour: a prospective study. AFRICAN JOURNAL OF UROLOGY 2022. [DOI: 10.1186/s12301-022-00307-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Lymph node metastasis is one of the major factors that decide the prognosis of renal cell carcinoma. Presently, lymphadenectomy is only accepted as the most precise and dependable staging method to detect lymph node invasion; still, its therapeutic value for renal cell carcinoma is controversial. Diffusion-weighted magnetic resonance imaging along with its apparent diffusion coefficient value has already shown great value as a non-invasive modality to detect early microstructural changes in various human tumours. The present study is done to know the role of DWMRI in determining regional lymph node positivity in radiologically organ-confined renal cell carcinoma.
Methods
In this prospective study, we measured the ADC value of renal mass and regional lymph node in patient of RCC. ADC value < 1.25 is taken as cut-off to determine lymph node involvement. A malignant lymph node was confirmed by histopathology postoperatively. After that, we analysed the data retrospectively and studied the association between cut-off ADC value and lymph node positivity.
Results
Total 44 patients of RCC were evaluated in the study. Out of 44 patients, lymph node was found to be malignant on histopathology in 25 (56.8%) patients, and of these, 23 patients had ADC value < 1.25. This association was statistically significant (p < 0.05). The findings of DW MRI were accurate in 72.7% of patients with sensitivity of 63.1%, specificity of 80% and positive predictive value of 70.5%.
Conclusions
Lymph node with ADC value < 1.25 × 10–3 mm2/s has higher probabilities of harbouring malignant cell, so ADC value of DWMRI can be used as a sensitive and specific parameter to differentiate malignant lymph node from benign lymph node. However, our futuristic observation needs to be validated by multi-institutional large sample cohort.
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Hafeez S, Koh M, Jones K, Ghzal AE, D’Arcy J, Kumar P, Khoo V, Lalondrelle S, McDonald F, Thompson A, Scurr E, Sohaib A, Huddart RA. Diffusion-weighted MRI to determine response and long-term clinical outcomes in muscle-invasive bladder cancer following neoadjuvant chemotherapy. Front Oncol 2022; 12:961393. [PMID: 36452501 PMCID: PMC9702046 DOI: 10.3389/fonc.2022.961393] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2022] [Accepted: 09/29/2022] [Indexed: 09/05/2023] Open
Abstract
Objective This study aims to determine local treatment response and long-term survival outcomes in patients with localised muscle-invasive bladder cancer (MIBC) patients receiving neoadjuvant chemotherapy (NAC) using diffusion-weighted MRI (DWI) and apparent diffusion coefficient (ADC) analysis. Methods Patients with T2-T4aN0-3M0 bladder cancer suitable for NAC were recruited prospectively. DWI was performed prior to NAC and was repeated following NAC completion. Conventional response assessment was performed with cystoscopy and tumour site biopsy. Response was dichotomised into response ( Results Forty-eight patients (96 DWI) were evaluated. NAC response was associated with significant increase in mean ΔADC and %ΔADC compared to poor response (ΔADCall 0.32×10-3 versus 0.11×10-3 mm2/s; p=0.009, and %ΔADCall 21.70% versus 8.23%; p=0.013). Highest specificity predicting response was seen at 75th percentile ADC (AUC, 0.8; p=0.01). Sensitivity, specificity, positive predictive power, and negative predictive power of %ΔADCb100 75th percentile was 73.7%, 90.0%, 96.6%, and 52.9%, respectively. %ΔADCb100 75th percentile >15.5% was associated with significant improvement in OS (HR, 0.40; 95% CI, 0.19-0.86; p=0.0179), bCSS (HR, 0.26; 95% CI, 0.08-0.82; p=0.0214), PFS (HR, 0.16; 95% CI, 0.05-0.48; p=0.0012), and time to cystectomy (HR, 0.19; 95% CI, 0.07-0.47; p=0.0004). Conclusions Quantitative ADC analysis can successfully identify NAC response and improved long-term clinical outcomes. Multi-centre validation to assess reproducibility and repeatability is required before testing within clinical trials to inform MIBC treatment decision making. Advances in knowledge We successfully demonstrated that measured change in DWI can successfully identify NAC response and improved long-term survival outcomes.
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Affiliation(s)
- Shaista Hafeez
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
- Urology Unit, The Royal Marsden National Health Service (NHS) Foundation Trust, London, United Kingdom
- Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Mu Koh
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
- Department of Diagnostic Radiology, The Royal Marsden National Health Service (NHS) Foundation Trust, London, United Kingdom
| | - Kelly Jones
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
- Urology Unit, The Royal Marsden National Health Service (NHS) Foundation Trust, London, United Kingdom
| | - Amir El Ghzal
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
- Urology Unit, The Royal Marsden National Health Service (NHS) Foundation Trust, London, United Kingdom
| | - James D’Arcy
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
| | - Pardeep Kumar
- Urology Unit, The Royal Marsden National Health Service (NHS) Foundation Trust, London, United Kingdom
| | - Vincent Khoo
- Urology Unit, The Royal Marsden National Health Service (NHS) Foundation Trust, London, United Kingdom
- Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Susan Lalondrelle
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
- Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Fiona McDonald
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
- Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Alan Thompson
- Urology Unit, The Royal Marsden National Health Service (NHS) Foundation Trust, London, United Kingdom
| | - Erica Scurr
- Department of Diagnostic Radiology, The Royal Marsden National Health Service (NHS) Foundation Trust, London, United Kingdom
| | - Aslam Sohaib
- Department of Diagnostic Radiology, The Royal Marsden National Health Service (NHS) Foundation Trust, London, United Kingdom
| | - Robert Anthony Huddart
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
- Urology Unit, The Royal Marsden National Health Service (NHS) Foundation Trust, London, United Kingdom
- Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, United Kingdom
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5
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Hafeez S, Koh M, Jones K, El Ghzal A, D'Arcy J, Kumar P, Khoo V, Lalondrelle S, McDonald F, Thompson A, Scurr E, Sohaib A, Huddart R. Assessing Bladder Radiotherapy Response With Quantitative Diffusion-Weighted Magnetic Resonance Imaging Analysis. Clin Oncol (R Coll Radiol) 2022; 34:630-641. [PMID: 35534398 DOI: 10.1016/j.clon.2022.04.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 03/13/2022] [Accepted: 04/01/2022] [Indexed: 11/28/2022]
Abstract
AIMS Radiotherapy with radiosensitisation offers opportunity for cure with organ preservation in muscle-invasive bladder cancer (MIBC). Treatment response assessment and follow-up are reliant on regular endoscopic evaluation of the retained bladder. In this study we aim to determine the role of diffusion-weighted magnetic resonance imaging (DWI) and apparent diffusion coefficient (ADC) analysis to assess bladder radiotherapy response. MATERIALS AND METHODS Patients with T2-T4aN0-3M0 MIBC suitable for radical radiotherapy were recruited prospectively to an ethics approved protocol. Following transurethral resection of the bladder tumour and prior to any treatment, magnetic resonance imaging including DWI was performed on a 1.5T system using b values of 0, 100, 150, 250, 500, 750 s/mm2. DWI was repeated 3 months after completing radiotherapy. Cystoscopy and tumour site biopsy were undertaken following this. The response was dichotomised into response ( RESULTS Thirty-four patients were evaluated. Response was associated with a significant increase in ΔADC mean compared with poor response at ΔADCall (0.57 × 10-3 mm2/s versus -0.01 × 10-3 mm2/s; P < 0.0001) and ΔADCb100 (0.58 × 10-3 mm2/s versus -0.10 x 10-3 mm2/s; P = 0.007). A 48.50% increase in %ΔADCall mean was seen in response compared with a 1.37% decrease in poor response (P < 0.0001). This corresponded to a %ΔADCb100 mean increase of 50.34% in response versus a 7.36% decrease for poor response (P < 0.0001). Significant area under the curve (AUC) values predictive of radiotherapy response were identified at ΔADC and %ΔADC for ADCall and ADCb100 mean, 10th, 25th, 50th, 75th and 90th percentiles (AUC >0.9, P < 0.01). ΔADCall mean of 0.16 × 10-3 mm2/s and ΔADCb100 mean 0.12 × 10-3 mm2/s predicted radiotherapy response with sensitivity/specificity/positive predictive value/negative predictive value of 92.9%/100.0%/100.0%/75.0% and 89.3%/100.0%/100.0%/66.7%, respectively. CONCLUSIONS Quantitative DWI analysis can successfully provide non-invasive assessment of bladder radiotherapy response. Multicentre validation is required before prospective testing to inform MIBC radiotherapy follow-up schedules and decision making.
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Affiliation(s)
- S Hafeez
- The Institute of Cancer Research, London, UK; The Royal Marsden NHS Foundation Trust, London, UK.
| | - M Koh
- The Institute of Cancer Research, London, UK; The Royal Marsden NHS Foundation Trust, London, UK
| | - K Jones
- The Institute of Cancer Research, London, UK; The Royal Marsden NHS Foundation Trust, London, UK
| | - A El Ghzal
- The Institute of Cancer Research, London, UK; The Royal Marsden NHS Foundation Trust, London, UK
| | - J D'Arcy
- The Institute of Cancer Research, London, UK; The Royal Marsden NHS Foundation Trust, London, UK
| | - P Kumar
- The Royal Marsden NHS Foundation Trust, London, UK
| | - V Khoo
- The Royal Marsden NHS Foundation Trust, London, UK
| | - S Lalondrelle
- The Institute of Cancer Research, London, UK; The Royal Marsden NHS Foundation Trust, London, UK
| | - F McDonald
- The Institute of Cancer Research, London, UK; The Royal Marsden NHS Foundation Trust, London, UK
| | - A Thompson
- The Royal Marsden NHS Foundation Trust, London, UK
| | - E Scurr
- The Royal Marsden NHS Foundation Trust, London, UK
| | - A Sohaib
- The Royal Marsden NHS Foundation Trust, London, UK
| | - R Huddart
- The Institute of Cancer Research, London, UK; The Royal Marsden NHS Foundation Trust, London, UK
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Abdel-Aty H, Warren-Oseni K, Bagherzadeh-Akbari S, Hansen VN, Jones K, Harris V, Tan MP, Mcquaid D, McNair HA, Huddart R, Dunlop A, Hafeez S. Mapping Local Failure Following Bladder Radiotherapy According to Dose. Clin Oncol (R Coll Radiol) 2022; 34:e421-e429. [PMID: 35691760 PMCID: PMC9515812 DOI: 10.1016/j.clon.2022.05.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 04/06/2022] [Accepted: 05/05/2022] [Indexed: 11/27/2022]
Abstract
AIMS To determine the relationship between local relapse following radical radiotherapy for muscle-invasive bladder cancer (MIBC) and radiation dose. MATERIALS AND METHODS Patients with T2-4N0-3M0 MIBC were recruited to a phase II study assessing the feasibility of intensity-modulated radiotherapy to the bladder and pelvic lymph nodes. Patients were planned to receive 64 Gy/32 fractions to the bladder tumour, 60 Gy/32 fractions to the involved pelvic nodes and 52 Gy/32 fractions to the uninvolved bladder and pelvic nodes. Pre-treatment set-up was informed by cone-beam CT. For patients who experienced local relapse, cystoscopy and imaging (CT/MRI) was used to reconstruct the relapse gross tumour volume (GTVrelapse) on the original planning CT . GTVrelapse D98% and D95% was determined by co-registering the relapse image to the planning CT utilising deformable image registration (DIR) and rigid image registration (RIR). Failure was classified into five types based on spatial and dosimetric criteria as follows: A (central high-dose failure), B (peripheral high-dose failure), C (central elective dose failure), D (peripheral elective dose failure) and E (extraneous dose failure). RESULTS Between June 2009 and November 2012, 38 patients were recruited. Following treatment, 18/38 (47%) patients experienced local relapse within the bladder. The median time to local relapse was 9.0 months (95% confidence interval 6.3-11.7). Seventeen of 18 patients were evaluable based on the availability of cross-sectional relapse imaging. A significant difference between DIR and RIR methods was seen. With the DIR approach, the median GTVrelapse D98% and D95% was 97% and 98% of prescribed dose, respectively. Eleven of 17 (65%) patients experienced type A failure and 6/17 (35%) patients type B failure. No patients had type C, D or E failure. MIBC failure occurred in 10/17 (59%) relapsed patients; of those, 7/11 (64%) had type A failure and 3/6 (50%) had type B failure. Non-MIBC failure occurred in 7/17 (41%) patients; 4/11 (36%) with type A failure and 3/6 (50%) with type B failure. CONCLUSION Relapse following radiotherapy occurred within close proximity to the original bladder tumour volume and within the planned high-dose region, suggesting possible biological causes for failure. We advise caution when considering margin reduction for future reduced high-dose radiation volume or partial bladder radiotherapy protocols.
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Affiliation(s)
- H Abdel-Aty
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK; Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, UK
| | - K Warren-Oseni
- Joint Department of Physics, The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust, London, UK
| | - S Bagherzadeh-Akbari
- Joint Department of Physics, The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust, London, UK
| | - V N Hansen
- Department of Oncology, Section of Radiotherapy, Rigshospitalet, Copenhagen, Denmark
| | - K Jones
- Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, UK
| | - V Harris
- Department of Radiotherapy, Guy's & St. Thomas' NHS Foundation Trust, London, UK
| | - M P Tan
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK; Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, UK
| | - D Mcquaid
- Joint Department of Physics, The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust, London, UK
| | - H A McNair
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK; Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, UK
| | - R Huddart
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK; Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, UK
| | - A Dunlop
- Joint Department of Physics, The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust, London, UK
| | - S Hafeez
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK; Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, UK.
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Huang X, Wang X, Lan X, Deng J, Lei Y, Lin F. The role of radiomics with machine learning in the prediction of muscle-invasive bladder cancer: A mini review. Front Oncol 2022; 12:990176. [PMID: 36059618 PMCID: PMC9428259 DOI: 10.3389/fonc.2022.990176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Accepted: 07/27/2022] [Indexed: 11/13/2022] Open
Abstract
Bladder cancer is a common malignant tumor in the urinary system. Depending on whether bladder cancer invades muscle tissue, it is classified into non-muscle-invasive bladder cancer (NMIBC) and muscle-invasive bladder cancer (MIBC). It is crucial to accurately diagnose the muscle invasion of bladder cancer for its clinical management. Although imaging modalities such as CT and multiparametric MRI play an important role in this regard, radiomics has shown great potential with the development and innovation of precision medicine. It features outstanding advantages such as non-invasive and high efficiency, and takes on important significance in tumor assessment and laor liberation. In this article, we provide an overview of radiomics in the prediction of muscle-invasive bladder cancer and reflect on its future trends and challenges.
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Affiliation(s)
- Xiaodan Huang
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China
| | - Xiangyu Wang
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China
| | - Xinxin Lan
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China
| | - Jinhuan Deng
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China
| | - Yi Lei
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China
| | - Fan Lin
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China
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Li Y, Jiang L, Wang Z, Wang Y, Cao X, Meng L, Fan J, Xiong C, Nie Z. Profiling of Urine Carbonyl Metabolic Fingerprints in Bladder Cancer Based on Ambient Ionization Mass Spectrometry. Anal Chem 2022; 94:9894-9902. [PMID: 35762528 DOI: 10.1021/acs.analchem.2c01890] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
The diagnosis of bladder cancer (BC) is currently based on cystoscopy, which is invasive and expensive. Here, we describe a noninvasive profiling method for carbonyl metabolic fingerprints in BC, which is based on a desorption, separation, and ionization mass spectrometry (DSI-MS) platform with N,N-dimethylethylenediamine (DMED) as a differential labeling reagent. The DSI-MS platform avoids the interferences from intra- and/or intersamples. Additionally, the DMED derivatization increases detection sensitivity and distinguishes carboxyl, aldehyde, and ketone groups in untreated urine samples. Carbonyl metabolic fingerprints of urine from 41 BC patients and 41 controls were portrayed and 9 potential biomarkers were identified. The mechanisms of the regulations of these biomarkers have been tentatively discussed. A logistic regression (LR) machine learning algorithm was applied to discriminate BC from controls, and an accuracy of 85% was achieved. We believe that the method proposed here may pave the way toward the point-of-care diagnosis of BC in a patient-friendly manner.
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Affiliation(s)
- Yuze Li
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China.,University of Chinese Academy of Sciences, Beijing 100049, China
| | - Lixia Jiang
- Department of Laboratory Medicine, First Affiliated Hospital of Gannan Medical University, Ganzhou, Jiangxi 341000, China
| | - Zhenpeng Wang
- National Center for Mass Spectrometry in Beijing, Beijing 100190, China
| | - Yiran Wang
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China.,University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiaohua Cao
- College of Chemical Engineering, Jiujiang University, Jiujiang, Jiangxi 332005, China
| | - Lingwei Meng
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China.,University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jinghan Fan
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Caiqiao Xiong
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China.,University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zongxiu Nie
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China.,University of Chinese Academy of Sciences, Beijing 100049, China
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Ito K, Ohgi K, Bae Y, Ishikawa A, Kimura K, Yamashita A, Yokote H, Tsukuda S, Higuchi T, Kikuoka Y, Kawakami N, Harada M. Multiparametric magnetic resonance imaging of plasmacytoid urothelial carcinoma with histopathological correlation: A case report. Radiol Case Rep 2022; 17:2155-2161. [PMID: 35469304 PMCID: PMC9034284 DOI: 10.1016/j.radcr.2022.03.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 03/09/2022] [Accepted: 03/09/2022] [Indexed: 11/26/2022] Open
Abstract
Plasmacytoid urothelial carcinomas of the bladder are rare, aggressive variants with a poor prognosis. Few reports have described the correlation of histopathological features with multiparametric magnetic resonance imaging findings in the local staging of plasmacytoid urothelial carcinoma. An 82-year-old woman with hematuria was referred to our hospital. Magnetic resonance imaging showed diffuse bladder wall thickening, with different signal intensities in the 2 layers—inner and outer. This case suggests that the presence of diffuse bladder wall thickening and varying signal intensities in the 2 layers could aid in the local staging of plasmacytoid urothelial carcinoma. A thickened bladder wall with restricted diffusion suggests tumor invasion, indicating that the tumor can invade the organ in contact with the thickened bladder wall.
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Xu Y, Luo C, Wang J, Chen L, Chen J, Chen T, Zeng Q. Application of nanotechnology in the diagnosis and treatment of bladder cancer. J Nanobiotechnology 2021; 19:393. [PMID: 34838048 PMCID: PMC8626998 DOI: 10.1186/s12951-021-01104-y] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 10/26/2021] [Indexed: 01/03/2023] Open
Abstract
Bladder cancer (BC) is a common malignancy in the genitourinary system and the current theranostic approaches are unsatisfactory. Sensitivity and specificity of current diagnosis methods are not ideal and high recurrence and progression rates after initial treatment indicate the urgent need for management improvements in clinic. Nanotechnology has been proposed as an effective method to improve theranosis efficiency for both non-muscle invasive bladder cancer (NMIBC) and muscle invasive bladder cancer (MIBC). For example, gold nanoparticles (AuNPs) have been developed for simple, fast and sensitive urinary sample test for bladder cancer diagnosis. Nanoparticles targeting bladder cancers can facilitate to distinguish the normal and abnormal bladder tissues during cystoscopy and thus help with the complete removal of malignant lesions. Both intravenous and intravesical agents can be modified by nanotechnology for targeted delivery, high anti-tumor efficiency and excellent tolerability, exhibiting encouraging potential in bladder cancer treatment. Photosensitizers and biological agents can also be delivered by nanotechnology, intermediating phototherapy and targeted therapy. The management of bladder cancer remained almost unchanged for decades with unsatisfactory effect. However, it is likely to change with the fast-developed nanotechnology. Herein we summarized the current utility of nanotechnology in bladder cancer diagnosis and treatment, providing insights for the future designing and discovering novel nanoparticles for bladder cancer management. ![]()
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Affiliation(s)
- Yadong Xu
- Department of Urology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
| | - Cheng Luo
- Department of Urology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
| | - Jieqiong Wang
- Department of Urology, Guangzhou First People's Hospital, Guangzhou, China
| | - Lingwu Chen
- Department of Urology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
| | - Junxing Chen
- Department of Urology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
| | - Tianfeng Chen
- Department of Chemistry, Jinan University, Guangzhou, 510632, China.
| | - Qinsong Zeng
- Department of Urology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China.
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11
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Hijab A, Tocco B, Hanson I, Meijer H, Nyborg CJ, Bertelsen AS, Smeenk RJ, Smith G, Michalski J, Baumann BC, Hafeez S. MR-Guided Adaptive Radiotherapy for Bladder Cancer. Front Oncol 2021; 11:637591. [PMID: 33718230 PMCID: PMC7947660 DOI: 10.3389/fonc.2021.637591] [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: 12/03/2020] [Accepted: 01/11/2021] [Indexed: 12/14/2022] Open
Abstract
Radiotherapy has an important role in the curative and palliative treatment settings for bladder cancer. As a target for radiotherapy the bladder presents a number of technical challenges. These include poor tumor visualization and the variability in bladder size and position both between and during treatment delivery. Evidence favors the use of magnetic resonance imaging (MRI) as an important means of tumor visualization and local staging. The availability of hybrid systems incorporating both MRI scanning capabilities with the linear accelerator (MR-Linac) offers opportunity for in-room and real-time MRI scanning with ability of plan adaption at each fraction while the patient is on the treatment couch. This has a number of potential advantages for bladder cancer patients. In this article, we examine the technical challenges of bladder radiotherapy and explore how magnetic resonance (MR) guided radiotherapy (MRgRT) could be leveraged with the aim of improving bladder cancer patient outcomes. However, before routine clinical implementation robust evidence base to establish whether MRgRT translates into improved patient outcomes should be ascertained.
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Affiliation(s)
- Adham Hijab
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom.,Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Boris Tocco
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom.,Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Ian Hanson
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom.,Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Hanneke Meijer
- Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, Netherlands
| | | | | | - Robert Jan Smeenk
- Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Gillian Smith
- Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Jeff Michalski
- Department of Radiation Oncology, Washington University School of Medicine in St. Louis, St. Louis, MO, United States
| | - Brian C Baumann
- Department of Radiation Oncology, Washington University School of Medicine in St. Louis, St. Louis, MO, United States
| | - Shaista Hafeez
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom.,Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, United Kingdom
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12
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Cardoso M, Choudhury A, Christie D, Eade T, Foroudi F, Hayden A, Holt T, Kneebone A, Sasso G, Shakespeare TP, Sidhom M. FROGG patterns of practice survey and consensus recommendations on radiation therapy for MIBC. J Med Imaging Radiat Oncol 2020; 64:882-893. [DOI: 10.1111/1754-9485.13120] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 09/17/2020] [Accepted: 09/29/2020] [Indexed: 12/29/2022]
Affiliation(s)
- Michael Cardoso
- Cancer Therapy Centre Liverpool Hospital New South Wales Australia
- Centre for Medical Radiation Physics University of Wollongong Wollongong New South Wales Australia
- South Western Sydney Clinical School University of New South Wales New South Wales Australia
| | - Ananya Choudhury
- Division of Cancer Sciences University of Manchester Manchester UK
- The Christie NHS Foundation Trust Manchester UK
| | - David Christie
- Genesis Cancer Care Queensland Australia
- Department of Health Sciences and Medicine Bond University Gold Coast Queensland Australia
| | - Thomas Eade
- Northern Sydney Cancer CentreRoyal North Shore Hospital New South Wales Australia
- Northern Medical School University of Sydney Sydney New South Wales Australia
| | - Farshad Foroudi
- Department of Radiation Oncology Newton‐John Cancer Wellness and Research CentreAustin Health Heidelberg Victoria Australia
- Latrobe University Melbourne Victoria Australia
| | - Amy Hayden
- Sydney West Radiation Oncology Westmead Hospital Sydney New South Wales Australia
| | - Tanya Holt
- Princess Alexandra Hospital‐ROPART Brisbane Queensland Australia
- University of Queensland Queensland Australia
| | - Andrew Kneebone
- Northern Sydney Cancer CentreRoyal North Shore Hospital New South Wales Australia
- Northern Medical School University of Sydney Sydney New South Wales Australia
- Central Coast Cancer Centre Gosford Hospital Gosford New South Wales Australia
- Genesis Cancer Care New South Wales Australia
| | - Giuseppe Sasso
- Radiation Oncology Department Auckland District Health Board Auckland New Zealand
- Faculty of Medical and Health Sciences University of Auckland Auckland New Zealand
| | - Thomas P. Shakespeare
- Department of Radiation Oncology Mid North Coast Cancer Institute Coffs Harbour New South Wales Australia
- University of New South Wales Rural Clinical School Coffs Harbour Australia
| | - Mark Sidhom
- Cancer Therapy Centre Liverpool Hospital New South Wales Australia
- South Western Sydney Clinical School University of New South Wales New South Wales Australia
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13
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Jiang DM, North SA, Canil C, Kolinsky M, Wood LA, Gray S, Eigl BJ, Basappa NS, Blais N, Winquist E, Mukherjee SD, Booth CM, Alimohamed NS, Czaykowski P, Kulkarni GS, Black PC, Chung PW, Kassouf W, van der Kwast T, Sridhar SS. Current Management of Localized Muscle-Invasive Bladder Cancer: A Consensus Guideline from the Genitourinary Medical Oncologists of Canada. Bladder Cancer 2020. [DOI: 10.3233/blc-200291] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND: Despite recent advances in the management of muscle-invasive bladder cancer (MIBC), treatment outcomes remain suboptimal, and variability exists across current practice patterns. OBJECTIVE: To promote standardization of care for MIBC in Canada by developing a consensus guidelines using a multidisciplinary, evidence-based, patient-centered approach who specialize in bladder cancer. METHODS: A comprehensive literature search of PubMed, Medline, and Embase was performed; and most recent guidelines from national and international organizations were reviewed. Recommendations were made based on best available evidence, and strength of recommendations were graded based on quality of the evidence. RESULTS: Overall, 17 recommendations were made covering a broad range of topics including pathology review, staging investigations, systemic therapy, local definitive therapy and surveillance. Of these, 10 (59% ) were level 1 or 2, 7 (41% ) were level 3 or 4 recommendations. There were 2 recommendations which did not reach full consensus, and were based on majority opinion. This guideline also provides guidance for the management of cisplatin-ineligible patients, variant histologies, and bladder-sparing trimodality therapy. Potential biomarkers, ongoing clinical trials, and future directions are highlighted. CONCLUSIONS: This guideline embodies the collaborative expertise from all disciplines involved, and provides guidance to further optimize and standardize the management of MIBC.
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Affiliation(s)
- Di Maria Jiang
- Department of Medicine, Division of Medical Oncology and Hematology, University Health Network, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Scott A. North
- Department of Oncology, Division of Medical Oncology, Cross Cancer Institute, University of Alberta, Edmonton, AB, Canada
| | - Christina Canil
- Department of Internal Medicine, Division of Medical Oncology, The Ottawa Hospital Cancer Centre, University of Ottawa, Ottawa, ON, Canada
| | - Michael Kolinsky
- Department of Oncology, Division of Medical Oncology, Cross Cancer Institute, University of Alberta, Edmonton, AB, Canada
| | - Lori A. Wood
- Department of Medicine, Division of Medical Oncology, Queen Elizabeth II Health Sciences Centre, Dalhousie University, Halifax, NS, Canada
| | - Samantha Gray
- Department of Oncology, Saint John Regional Hospital, Department of Medicine, Dalhousie University, Saint John, NB, Canada
| | - Bernhard J. Eigl
- Department of Medicine, Division of Medical Oncology, BC Cancer - Vancouver, University of British Columbia, Vancouver, BC, Canada
| | - Naveen S. Basappa
- Department of Oncology, Division of Medical Oncology, Cross Cancer Institute, University of Alberta, Edmonton, AB, Canada
| | - Normand Blais
- Department of Medicine, Division of Medical Oncology and Hematology, Centre Hospitalier de l’Université de Montréal; Université de Montréal, Montreal, QC, Canada
| | - Eric Winquist
- Department of Oncology, London Health Sciences Centre, University of Western Ontario, London, ON, Canada
| | - Som D. Mukherjee
- Department of Oncology, Juravinski Cancer Centre, McMaster University, Hamilton, ON, Canada
| | | | - Nimira S. Alimohamed
- Department of Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, AB, Canada
| | - Piotr Czaykowski
- Department of Medical Oncology and Hematology, Cancer Care Manitoba, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Girish S. Kulkarni
- Departments of Surgery and Surgical Oncology, Division of Urology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Peter C. Black
- Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Peter W. Chung
- Department of Radiation Oncology, Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Wassim Kassouf
- Department of Urology, McGill University Health Centre, Montreal, QC, Canada
| | | | - Srikala S. Sridhar
- Department of Medicine, Division of Medical Oncology and Hematology, University Health Network, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
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14
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Re: Andrea Necchi, Marco Bandini, Giuseppina Calareso, et al. Multiparametric Magnetic Resonance Imaging as a Noninvasive Assessment of Tumor Response to Neoadjuvant Pembrolizumab in Muscle-invasive Bladder Cancer: Preliminary Findings from the PURE-01 Study. Eur Urol 2020;77:636–43. Eur Urol 2020; 77:e158. [DOI: 10.1016/j.eururo.2020.03.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Accepted: 03/05/2020] [Indexed: 11/17/2022]
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15
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Two diagnostic criteria of optical spectroscopy for bladder tumor detection: Clinical study using 5-ALA induced fluorescence and mathematical modeling. Photodiagnosis Photodyn Ther 2020; 31:101829. [PMID: 32445963 DOI: 10.1016/j.pdpdt.2020.101829] [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: 11/04/2019] [Revised: 05/02/2020] [Accepted: 05/15/2020] [Indexed: 11/20/2022]
Abstract
BACKGROUND The study proposes to improve bladder cancer diagnosis by photodynamic diagnosis (PDD) using red-light excitation (632.8 nm) of 5-ALA induced-protoporphyrin IX. Employing 9 patients' bladders, two types of signals were used to improve diagnostic accuracy for malignancy and we also present numerical modeling of the scattering coefficient to provide biological explanation of the results obtained. METHODS Two modalities of bladder cancer spectral diagnosis are presented: conventional PDD and intensity assessment of the diffusely reflected laser light by fiber-optic spectroscopy. Experiments are done in clinical conditions and as a series of numerical simulations. RESULTS High-grade cancerous bladder tissues display twice a higher relative fluorescence intensity (mean value 1, n = 9) than healthy (0.39, n = 9), dysplastic (0.44, n = 5) tissues and CIS (0.39, n = 2). The laser back-scattering signal allows to discriminate most effectively high-grade cancerous and dysplastic tissues from normal. Numerical modeling of diffuse reflectance spectra reveals that spectral behavior of the back-scattered light depends on both, nuclear size and nuclear density of tumoral cells. CONCLUSIONS Unlike the fluorescence signal, where its value is higher in the case of pathological tissues, the tendency of the laser signal to, both, decrease or increase in comparison with the signal from normal urothelium, should be perceived as a sign towards neoplasm. Numerical simulation reveals that such a double-analysis at a multiwavelength mode potentially may be used to provide diagnostic accuracy.
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16
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Evaluation of autofluorescence and photodynamic diagnosis in assessment of bladder lesions. Photodiagnosis Photodyn Ther 2020; 30:101719. [PMID: 32165336 DOI: 10.1016/j.pdpdt.2020.101719] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 02/16/2020] [Accepted: 03/06/2020] [Indexed: 12/24/2022]
Abstract
The ability to detect and diagnose bladder cancer early and precisely is crucial for effective treatment. The aim of this study is to assess the utility of optical biopsy performed with autofluorescence cystoscopy (AFC) using the Onco-LIFE system with numerical color values (NCVs) and by ALA/PDD. Histopathological examination of material obtained during TURBT and/or biopsy of the bladder was carried out in 251 patients. In the case of 35 patients, the selection of the specimen collected for histopathological examination was based using ALA/PDD. In the remaining 216 patients, tissue was collected based on the findings of AFC with NCV. Using AFC, the observed NCV ranged from 0 to 3.86; the highest mean NCV was observed in neoplastic muscle invasive lesions and was equal to 3.18. Furthermore, non-muscle invasive tumors were characterized by a mean NCV equal to 1.54. Tissue with inflammation, metaplasia, and healthy tissue demonstrated significantly lower mean NCV values. The presence of a muscle-invasive tumor increased the NCV by approximately 2.86 compared to healthy tissue. The rates of postoperative complications depend on the examining operator and are observed more often, as much as 65.7 % during ALA/PDD. AFC with NCV using the Onco-LIFE system, as well as ALA/PDD are helpful tools for early diagnosis of bladder precancerous and cancer lesions and for performing targeted biopsies. A significant correlation was found between lesion NCV index and the grade of dysplasia or tumor malignancy. Tissue with inflammation, metaplasia, and healthy tissue demonstrated significantly lower mean NCV values. AFE with NCV have a significantly higher sensitivity than specificity. Low rates of postoperative complications are correlated to the experience of the endoscopist and with AFE/NCV in comparison of ALA/PDD.
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17
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Huang J, Jiang Y, Li J, He S, Huang J, Pu K. A Renal‐Clearable Macromolecular Reporter for Near‐Infrared Fluorescence Imaging of Bladder Cancer. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.201911859] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Jiaguo Huang
- School of Chemical and Biomedical EngineeringNanyang Technological University 70 Nanyang Drive Singapore 637457 Singapore
| | - Yuyan Jiang
- School of Chemical and Biomedical EngineeringNanyang Technological University 70 Nanyang Drive Singapore 637457 Singapore
| | - Jingchao Li
- School of Chemical and Biomedical EngineeringNanyang Technological University 70 Nanyang Drive Singapore 637457 Singapore
| | - Shasha He
- School of Chemical and Biomedical EngineeringNanyang Technological University 70 Nanyang Drive Singapore 637457 Singapore
| | - Jingsheng Huang
- School of Chemical and Biomedical EngineeringNanyang Technological University 70 Nanyang Drive Singapore 637457 Singapore
| | - Kanyi Pu
- School of Chemical and Biomedical EngineeringNanyang Technological University 70 Nanyang Drive Singapore 637457 Singapore
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18
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Huang J, Jiang Y, Li J, He S, Huang J, Pu K. A Renal-Clearable Macromolecular Reporter for Near-Infrared Fluorescence Imaging of Bladder Cancer. Angew Chem Int Ed Engl 2020; 59:4415-4420. [PMID: 31876017 DOI: 10.1002/anie.201911859] [Citation(s) in RCA: 69] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 11/22/2019] [Indexed: 12/15/2022]
Abstract
Bladder cancer (BC) is a prevalent disease with high morbidity and mortality; however, in vivo optical imaging of BC remains challenging because of the lack of cancer-specific optical agents with high renal clearance. Herein, a macromolecular reporter (CyP1) was synthesized for real-time near-infrared fluorescence (NIRF) imaging and urinalysis of BC in living mice. Because of the high renal clearance (ca. 94 % of the injection dosage at 24 h post-injection) and its cancer biomarker (APN=aminopeptidase N) specificity, CyP1 can be efficiently transported to the bladder and specially turn on its NIRF signal to report the detection of BC in living mice. Moreover, CyP1 can be used for optical urinalysis, permitting the ex vivo tracking of tumor progression for therapeutic evaluation and easy translation of CyP2 as an in vitro diagnostic assay. This study not only provides new opportunities for non-invasive diagnosis of BC, but also reveals useful guidelines for the development of molecular reporters for the detection of bladder diseases.
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Affiliation(s)
- Jiaguo Huang
- School of Chemical and Biomedical Engineering, Nanyang Technological University, 70 Nanyang Drive, Singapore, 637457, Singapore
| | - Yuyan Jiang
- School of Chemical and Biomedical Engineering, Nanyang Technological University, 70 Nanyang Drive, Singapore, 637457, Singapore
| | - Jingchao Li
- School of Chemical and Biomedical Engineering, Nanyang Technological University, 70 Nanyang Drive, Singapore, 637457, Singapore
| | - Shasha He
- School of Chemical and Biomedical Engineering, Nanyang Technological University, 70 Nanyang Drive, Singapore, 637457, Singapore
| | - Jingsheng Huang
- School of Chemical and Biomedical Engineering, Nanyang Technological University, 70 Nanyang Drive, Singapore, 637457, Singapore
| | - Kanyi Pu
- School of Chemical and Biomedical Engineering, Nanyang Technological University, 70 Nanyang Drive, Singapore, 637457, Singapore
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19
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Soliman MM, Cornman-Homonoff J, Schiffman MH. Incidental sonographic detection of bladder cancer in a woman with large uterine fibroids: significance and lessons learned. Clin Imaging 2020; 61:1-3. [PMID: 31945687 DOI: 10.1016/j.clinimag.2020.01.001] [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: 09/06/2019] [Revised: 12/08/2019] [Accepted: 01/03/2020] [Indexed: 10/25/2022]
Abstract
Uterine leiomyomas are the most common solid pelvic tumors in pre-menopausal women and typically present with abnormal uterine bleeding and/or symptoms of mass effect. A potential consequence of the space-occupying nature of these lesions is the decreased sensitivity for the detection of adjacent pelvic pathology, which can be particularly problematic given the overlap in symptoms between fibroids and other pelvic disease. We present the case of a woman with a large uterine fibroid who had multiple imaging evaluations before undergoing uterine fibroid embolization and on immediate follow-up sonography was discovered to have early-stage bladder cancer.
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Affiliation(s)
- Mohamed M Soliman
- Division of Interventional Radiology, Department of Radiology, NewYork-Presbyterian Hospital/Weill Cornell Medical Center, New York, NY 10065, United States of America
| | - Joshua Cornman-Homonoff
- Division of Interventional Radiology, Department of Radiology, NewYork-Presbyterian Hospital/Weill Cornell Medical Center, New York, NY 10065, United States of America
| | - Marc H Schiffman
- Division of Interventional Radiology, Department of Radiology, NewYork-Presbyterian Hospital/Weill Cornell Medical Center, New York, NY 10065, United States of America.
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20
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PET/CT in Renal, Bladder, and Testicular Cancer. Clin Nucl Med 2020. [DOI: 10.1007/978-3-030-39457-8_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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21
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Mirmomen SM, Shinagare AB, Williams KE, Silverman SG, Malayeri AA. Preoperative imaging for locoregional staging of bladder cancer. Abdom Radiol (NY) 2019; 44:3843-3857. [PMID: 31377833 DOI: 10.1007/s00261-019-02168-z] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Bladder cancer is the ninth most common cancer, expected to lead to an estimated 17,670 deaths in the United States in 2019. Clinical management and prognosis of bladder cancer mainly depend on the extent of locoregional disease, particularly whether bladder muscle is involved. Therefore, bladder cancer is often divided into superficial, non-muscle-invasive bladder cancer and muscle-invasive bladder cancer; the latter often prompts consideration for cystectomy. While precise staging prior to cystectomy is crucial, the optimal preoperative imaging modality used to stage the disease remains controversial. Transurethral resection of bladder tumor (TURBT) followed by computed tomography (CT) urography is the current recommended approach for staging bladder cancer but suffers from a high rate of understaging. We review the recent literature and compare different imaging modalities for assessing the presence of muscle invasion and lymph node involvement prior to cystectomy and highlight the advantages of each modality.
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22
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Song YP, McWilliam A, Hoskin PJ, Choudhury A. Organ preservation in bladder cancer: an opportunity for truly personalized treatment. Nat Rev Urol 2019; 16:511-522. [PMID: 31197260 DOI: 10.1038/s41585-019-0199-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/09/2019] [Indexed: 02/07/2023]
Abstract
Radical treatment of many solid tumours has moved from surgery to multimodal organ preservation strategies combining systemic and local treatments. Trimodality bladder-preserving treatment (TMT) comprises maximal transurethral resection of the bladder tumour followed by radiotherapy and concurrent radiosensitizing treatment, thereby sparing the urinary bladder. From the patient's perspective, the choice of maintaining quality of life without a negative effect on the chances of cure and long-term survival is attractive. In muscle-invasive bladder cancer (MIBC), the evidence shows comparable clinical outcomes between patients undergoing radical cystectomy and TMT. Despite this evidence, many patients continue to be offered radical surgery as the standard-of-care treatment. Improvements in radiotherapy techniques with adaptive radiotherapy and advances in imaging translate to increases in the accuracy of treatment delivery and reductions in long-term toxicities. With the advent of novel biomarkers promising improved prediction of treatment response, stratification of patients for different treatments on the basis of tumour biology could soon be a reality. The future of oncological treatment lies in personalized medicine with the combination of technological and biological advances leading to truly bespoke management for patients with MIBC.
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Affiliation(s)
- Yee Pei Song
- Manchester Cancer Research Centre, Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Sciences Centre, Manchester, UK. .,Department of Clinical Oncology, The Christie Hospital NHS Foundation Trust, Manchester, UK.
| | - Alan McWilliam
- Manchester Cancer Research Centre, Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Sciences Centre, Manchester, UK.,Department of Clinical Oncology, The Christie Hospital NHS Foundation Trust, Manchester, UK
| | - Peter J Hoskin
- Manchester Cancer Research Centre, Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Sciences Centre, Manchester, UK.,Mount Vernon Cancer Centre, Northwood, Middlesex, United Kingdom
| | - Ananya Choudhury
- Manchester Cancer Research Centre, Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Sciences Centre, Manchester, UK.,Department of Clinical Oncology, The Christie Hospital NHS Foundation Trust, Manchester, UK
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23
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Aragon-Ching JB, Choudhury A, Margulis V, Yu EY. Formidable Scenarios in Urothelial and Variant Cancers of the Urinary Tract. Am Soc Clin Oncol Educ Book 2019; 39:262-275. [PMID: 31099661 DOI: 10.1200/edbk_237451] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Diagnostic and therapeutic challenges in the field of bladder and upper tract cancers provide opportunities for multidisciplinary care. Urothelial cancers make up the majority of the histologic subtype of bladder and upper tract cancers. Although the existence of variant histology, nonurothelial cancers, and urethral cancers is rare, these cancers pose a challenging clinical dilemma given the lack of well-defined consensus treatment guidelines. This review focuses on key issues of treatment: cisplatin ineligibility with emphasis on the definition, nuances of chemotherapy and frontline immune checkpoint inhibitor therapy, use of radiation in bladder-preservation strategies, upper tract urothelial cancer management, and highlights of urothelial variants and nonurothelial tumors and management.
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Affiliation(s)
| | - Ananya Choudhury
- 2 The Christie National Health Service Foundation Trust, Manchester, United Kingdom
| | - Vitaly Margulis
- 3 The Univeristy of Texas Southwestern Medical Center, Dallas, TX
| | - Evan Y Yu
- 4 University of Washington, Seattle, WA
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24
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Use of Quantitative T2-Weighted and Apparent Diffusion Coefficient Texture Features of Bladder Cancer and Extravesical Fat for Local Tumor Staging After Transurethral Resection. AJR Am J Roentgenol 2019; 212:1060-1069. [PMID: 30860885 DOI: 10.2214/ajr.18.20718] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVE. The purpose of this study was to determine whether quantitative T2-weighted imaging and apparent diffusion coefficient (ADC) texture features of bladder cancer and extravesical fat are predictive of muscle invasive bladder cancer (category ≥ T2) and extravesical (category ≥ T3) disease after transurethral resection of a bladder tumor (TURBT). MATERIALS AND METHODS. In this retrospective study, 36 patients (27 men, nine women; mean age, 71 years) were identified who underwent post-TURBT MRI followed by cystectomy without intervening treatment from August 2011 through October 2016. Texture features of bladder cancer and extravesical fat adjacent to the tumor on T2-weighted and ADC images were extracted and compared between category ≤ T2 versus ≥ T3 and category T1 versus ≥ T2 tumors by means of Kruskal-Wallis or Mann-Whitney U test. Multivariate logistic regression analysis was performed, and ROC curves were calculated. RESULTS. Twenty-six of the 36 (72%) tumors were ≥ T2, and 53% (19/36) were ≥ T3. In multivariate analysis, bladder cancer entropy on T2-weighted images (p = 0.006; odds ratio [OR], 4.56; 95% CI, 1.49-20.41; AUC, 0.85) and ADC maps (p = 0.019; OR, 2.24; 95% CI, 1.13-5.31; AUC, 0.80) and extravesical fat entropy on T2-weighted images (p = 0.005; OR, 17.50; 95% CI, 3.01-200.80; AUC, 0.84) and ADC maps (p = 0.002; OR, 6.54; 95% CI, 1.90-32.40; AUC, 0.82) remained greater for ≥ T3 than for ≤ T2 tumors. In multivariate analysis, bladder cancer entropy on ADC maps (p = 0.027; OR, 2.11; 95% CI, 1.08-5.03; AUC, 0.76) and extravesical fat entropy on T2-weighted images (p = 0.010; OR, 5.33; 95% CI, 1.25-3.79; AUC, 0.78) and ADC maps (p = 0.029; OR, 3.80; 95% CI, 1.25-16.97; AUC, 0.74) remained greater for category ≥ T2 compared with category T1 tumors. CONCLUSION. Greater entropy of primary bladder cancers and extravesicular fat was observed in category ≥ T3 than in category ≤ T2 and in category ≥ T2 than in category T1 tumors. MRI texture analysis can help with local bladder cancer staging in patients who have undergone TURBT and may serve as a biomarker for higher local category bladder cancers.
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Su H, Jiang H, Tao T, Kang X, Zhang X, Kang D, Li S, Li C, Wang H, Yang Z, Zhang J, Li C. Hope and challenge: Precision medicine in bladder cancer. Cancer Med 2019; 8:1806-1816. [PMID: 30907072 PMCID: PMC6488142 DOI: 10.1002/cam4.1979] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 12/20/2018] [Accepted: 01/01/2019] [Indexed: 12/21/2022] Open
Abstract
Bladder cancer (BC) is a complex disease and could be classified into nonmuscle‐invasive BC (NMIBC) or muscle‐invasive BC (MIBC) subtypes according to the distinct genetic background and clinical prognosis. Until now, the golden standard and confirmed diagnosis of BC is cystoscopy and the major problems of BC are the high rate of recurrence and high costs in the clinic. Recent molecular and genetic studies have provided perspectives on the novel biomarkers and potential therapeutic targets of BC. In this article, we provided an overview of the traditional diagnostic approaches of BC, and introduced some new imaging, endoscopic, and immunological diagnostic technology in the accurate diagnosis of BC. Meanwhile, the minimally invasive precision treatment technique, immunotherapy, chemotherapy, gene therapy, and targeted therapy of BC were also included. Here, we will overview the diagnosis and therapy methods of BC used in clinical practice, focusing on their specificity, efficiency, and safety. On the basis of the discussion of the benefits of precision medicine in BC, we will also discuss the challenges and limitations facing the non‐invasive methods of diagnosis and precision therapy of BC. The molecularly targeted and immunotherapeutic approaches, and gene therapy methods to BC treatment improved the prognosis and overall survival of BC patients.
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Affiliation(s)
- Hongwei Su
- Department of Urology, Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, China
| | - Haitao Jiang
- Core Facility for Protein Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.,School of Medical Laboratory Science and Biotechnology, Taipei Medical University, Taipei, China
| | - Tao Tao
- Core Facility for Protein Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.,Department of Urology, The Affiliated Luohu Hospital of Shenzhen University, Shenzhen University, Shenzhen, China
| | - Xing Kang
- Core Facility for Protein Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Xu Zhang
- Core Facility for Protein Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Danyue Kang
- Michigan State University, East Lansing, Michigan
| | - Shucheng Li
- Core Facility for Protein Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Chengxi Li
- Core Facility for Protein Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Haifeng Wang
- Department of Urology, The Second Affliated Hospital of Kunming Medical University, Kunming, China
| | - Zhao Yang
- College of Life Science and Technology, Beijing University of Chemical Technology, Beijing, China
| | - Jinku Zhang
- Department of pathology, First Central Hospital of Baoding, Baoding, Hebei, China
| | - Chong Li
- Department of Urology, Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, China.,Core Facility for Protein Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.,Department of Urology, The Affiliated Luohu Hospital of Shenzhen University, Shenzhen University, Shenzhen, China.,Beijing Jianlan Institute of Medicine, Beijing, China
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26
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Barua SK, Kaman PK, Baruah SJ, T P R, Bagchi PK, Sarma D, Singh Y. Role of Diffusion-Weighted Magnetic Resonance Imaging (DWMRI) in Assessment of Primary Penile Tumor Characteristics and Its Correlations With Inguinal Lymph Node Metastasis: A Prospective Study. World J Oncol 2018; 9:145-150. [PMID: 30524639 PMCID: PMC6279457 DOI: 10.14740/wjon1138w] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2018] [Accepted: 09/24/2018] [Indexed: 12/18/2022] Open
Abstract
Background Penile cancer is a rare malignancy. The extent of lymph node (LN) metastasis is the most important prognostic factor in penile cancer. However, preoperative prediction of LN involvement in clinically non-palpable LN is still a challenge. In absence of a reliable biomarker, attempts are being made to validate imaging characteristics as a predictive tool. The aim of the present study is to assess the primary penile tumor characteristics with diffusion-weighted magnetic resonance imaging (DWMRI) and its correlations with inguinal LN status and tumor positivity in LN dissection specimen within normal sized LNs. Methods Twenty-six patients with carcinoma penis underwent DWMRI of penis and pelvis. The apparent diffusion coefficient (ADC) values of primary tumor were compared with histological characteristics. Inclusion criteria encompassed all cases of clinically non-palpable inguinal LN and normal sized LN on imaging. All palpable inguinal nodes with pelvic lymphadenopathies were excluded from this study. Results The primary tumor ADC ranged from 0.65 × 10-3 - 1.2 × 10-3 mm2/s (mean: 0.87 × 10-3 ± 0.11 × 10-3 mm2/s). In pT1 and pT3 tumors, mean ADC values were 0.86 × 10-3 ± 0.10 × 10-3 and 0.81 × 103 ± 0.09 × 103 mm2/s, respectively. The mean ADC values for grade 1, grade 2 and grade 3 were 0.89 × 10-3, 0.82 × 10-3 and 0.80 × 10-3 mm2/s, respectively. The ADC value of < 0.95 × 10-3 mm2/s was positively correlated with pathological LN presence within normal sized LN. With mean ADC value of 0.87 × 10-3 ± 0.11 × 10-3 mm2/s, sensitivity and positive predictive values for primary penile cancer were 100% and 84.61%, respectively. The mean ADC value for higher-grade and -stage tumor was low. The sensitivity and specificity of predicting LN metastasis by DWMRI were 87.22% and 80.90%, respectively. Conclusion ADC value of primary tumor can help in prediction of LN metastasis in carcinoma penis with clinically and radiologically normal groin.
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Affiliation(s)
- Sasanka Kumar Barua
- Department of Urology, Gauhati Medical College Hospital, Guwahati, Assam, India
| | - Pranab K Kaman
- Department of Urology, Gauhati Medical College Hospital, Guwahati, Assam, India
| | - Saumar Jyoti Baruah
- Department of Urology, Gauhati Medical College Hospital, Guwahati, Assam, India
| | - Rajeev T P
- Department of Urology, Gauhati Medical College Hospital, Guwahati, Assam, India
| | - Puskal K Bagchi
- Department of Urology, Gauhati Medical College Hospital, Guwahati, Assam, India
| | - Debanga Sarma
- Department of Urology, Gauhati Medical College Hospital, Guwahati, Assam, India
| | - Yashasvi Singh
- Department of Urology, Gauhati Medical College Hospital, Guwahati, Assam, India
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Hunt A, Hansen VN, Oelfke U, Nill S, Hafeez S. Adaptive Radiotherapy Enabled by MRI Guidance. Clin Oncol (R Coll Radiol) 2018; 30:711-719. [PMID: 30201276 DOI: 10.1016/j.clon.2018.08.001] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Revised: 08/10/2018] [Accepted: 08/20/2018] [Indexed: 12/11/2022]
Abstract
Adaptive radiotherapy (ART) strategies systematically monitor variations in target and neighbouring structures to inform treatment-plan modification during radiotherapy. This is necessary because a single plan designed before treatment is insufficient to capture the actual dose delivered to the target and adjacent critical structures during the course of radiotherapy. Magnetic resonance imaging (MRI) provides superior soft-tissue image contrast over current standard X-ray-based technologies without additional radiation exposure. With integrated MRI and radiotherapy platforms permitting motion monitoring during treatment delivery, it is possible that adaption can be informed by real-time anatomical imaging. This allows greater treatment accuracy in terms of dose delivered to target with smaller, individualised treatment margins. The use of functional MRI sequences would permit ART to be informed by imaging biomarkers, so allowing both personalised geometric and biological adaption. In this review, we discuss ART solutions enabled by MRI guidance and its potential gains for our patients across tumour types.
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Affiliation(s)
- A Hunt
- The Institute of Cancer Research, London, UK; The Royal Marsden NHS Foundation Trust, London, UK
| | - V N Hansen
- The Institute of Cancer Research, London, UK; Joint Department of Physics, The Royal Marsden NHS Foundation Trust, London, UK
| | - U Oelfke
- The Institute of Cancer Research, London, UK; Joint Department of Physics, The Royal Marsden NHS Foundation Trust, London, UK
| | - S Nill
- The Institute of Cancer Research, London, UK; Joint Department of Physics, The Royal Marsden NHS Foundation Trust, London, UK
| | - S Hafeez
- The Institute of Cancer Research, London, UK; The Royal Marsden NHS Foundation Trust, London, UK.
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28
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Frączek M, Kamecki H, Kamecka A, Sosnowski R, Sklinda K, Czarniecki M, Królicki L, Walecki J. Evaluation of lymph node status in patients with urothelial carcinoma-still in search of the perfect imaging modality: a systematic review. Transl Androl Urol 2018; 7:783-803. [PMID: 30456182 PMCID: PMC6212628 DOI: 10.21037/tau.2018.08.28] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
While accurate lymph node status evaluation in urothelial carcinoma patients is essential for the correct disease staging and, hence, establishing the most beneficial treatment strategy, the diagnostic performance of routine imaging in regards to this issue is not satisfactory. For the purpose of this article, we systematically reviewed the contemporary literature on the sensitivity and specificity of particular imaging modalities which have been studied for detecting lymph node metastases in patients diagnosed with urothelial carcinoma. The evidence reviewed shows that computed tomography (CT), although recognized as the imaging modality of choice, is associated with marked limitations, resulting in its low sensitivity for lymph node involvement detection in urothelial carcinoma patients, with no study reporting a value higher than 46% using standard cut-off values. Markedly higher sensitivity rates may be achieved with magnetic resonance imaging (MRI), especially when using ultrasmall superparamagnetic iron oxide as the contrast agent, however, no uniform protocol has been systematically studied up to date. The vast majority of recent evidence concerns positron emission tomography (PET), which is being reported to improve the diagnostic performance of CT alone, as has been demonstrated in multiple articles, which investigated the accuracy of PET/CT at primary or post-treatment staging of urothelial carcinoma patients. However, there has been substantial heterogeneity in terms of methodology and results between those studies, making it premature to draw any definitive conclusions. The results of this review lead to a conclusion, that while CT, despite being not fully satisfactory, still remains the gold-standard method of imaging for staging purposes in urothelial carcinoma, other imaging modalities are under investigation, with promising results.
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Affiliation(s)
- Michał Frączek
- Department of Radiology, Medical Center of Postgraduate Education, Warsaw, Poland
| | - Hubert Kamecki
- Department of Urogenital Cancer, Oncology Center-M. Skłodowska-Curie Institute, Warsaw, Poland
| | - Anna Kamecka
- Department of Pediatric Radiology, Public Children's Teaching Hospital, Warsaw, Poland
| | - Roman Sosnowski
- Department of Urogenital Cancer, Oncology Center-M. Skłodowska-Curie Institute, Warsaw, Poland
| | - Katarzyna Sklinda
- Department of Radiology, Medical Center of Postgraduate Education, Warsaw, Poland
| | - Marcin Czarniecki
- Molecular Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Leszek Królicki
- Department of Nuclear Medicine, Medical University of Warsaw, Warsaw, Poland
| | - Jerzy Walecki
- Department of Radiology, Medical Center of Postgraduate Education, Warsaw, Poland
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29
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Xu X, Zhang X, Tian Q, Wang H, Cui LB, Li S, Tang X, Li B, Dolz J, Ayed IB, Liang Z, Yuan J, Du P, Lu H, Liu Y. Quantitative Identification of Nonmuscle-Invasive and Muscle-Invasive Bladder Carcinomas: A Multiparametric MRI Radiomics Analysis. J Magn Reson Imaging 2018; 49:1489-1498. [PMID: 30252978 DOI: 10.1002/jmri.26327] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 08/17/2018] [Accepted: 08/20/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Preoperative discrimination between nonmuscle-invasive bladder carcinomas (NMIBC) and the muscle-invasive ones (MIBC) is very crucial in the management of patients with bladder cancer (BC). PURPOSE To evaluate the discriminative performance of multiparametric MRI radiomics features for precise differentiation of NMIBC from MIBC, preoperatively. STUDY TYPE Retrospective, radiomics. POPULATION Fifty-four patients with postoperative pathologically proven BC lesions (24 in NMIBC and 30 in MIBC groups) were included. FIELD STRENGTH/SEQUENCE 3.0T MRI/T2 -weighted (T2 W) and multi-b-value diffusion-weighted (DW) sequences. ASSESSMENT A total of 1104 radiomics features were extracted from carcinomatous regions of interest on T2 W and DW images, and the apparent diffusion coefficient maps. Support vector machine with recursive feature elimination (SVM-RFE) and synthetic minority oversampling technique (SMOTE) were used to construct an optimal discriminative model, and its performance was evaluated and compared with that of using visual diagnoses by experts. STATISTICAL TESTS Chi-square test and Student's t-test were applied on clinical characteristics to analyze the significant differences between patient groups. RESULTS Of the 1104 features, an optimal subset involving 19 features was selected from T2 W and DW sequences, which outperformed the other two subsets selected from T2 W or DW sequence in muscle invasion discrimination. The best performance for the differentiation task was achieved by the SVM-RFE+SMOTE classifier, with averaged sensitivity, specificity, accuracy, and area under the curve of receiver operating characteristic of 92.60%, 100%, 96.30%, and 0.9857, respectively, which outperformed the diagnostic accuracy by experts. DATA CONCLUSION The proposed radiomics approach has potential for the accurate differentiation of muscle invasion in BC, preoperatively. The optimal feature subset selected from multiparametric MR images demonstrated better performance in identifying muscle invasiveness when compared with that from T2 W sequence or DW sequence only. LEVEL OF EVIDENCE 3 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;49:1489-1498.
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Affiliation(s)
- Xiaopan Xu
- School of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi, PR China
| | - Xi Zhang
- School of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi, PR China
| | - Qiang Tian
- Department of Radiology, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, PR China
| | - Huanjun Wang
- Department of Radiology, The First Affiliated Hospital of Sun Yat-sen University, 58 Zhongshan Road 2, Guangzhou, Guangdong, PR China
| | - Long-Biao Cui
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, PR China.,School of Medical Psychology, Fourth Military Medical University, Xi'an, Shaanxi, PR China
| | - Shurong Li
- Department of Radiology, The First Affiliated Hospital of Sun Yat-sen University, 58 Zhongshan Road 2, Guangzhou, Guangdong, PR China
| | - Xing Tang
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, PR China
| | - Baojuan Li
- School of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi, PR China
| | - Jose Dolz
- LIVIA Laboratory, École de technologie supérieure (ETS), Montreal, QC, Canada
| | - Ismail Ben Ayed
- LIVIA Laboratory, École de technologie supérieure (ETS), Montreal, QC, Canada
| | - Zhengrong Liang
- Department of Radiology, School of Computer Science and Biomedical Engineering, State University of New York, Stony Brook, New York, USA
| | - Jing Yuan
- Mathematics and Statistics School Xidian University, Xi'an, Shaanxi, PR China
| | - Peng Du
- School of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi, PR China
| | - Hongbing Lu
- School of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi, PR China
| | - Yang Liu
- School of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi, PR China
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Ferdosi S, Ho TH, Castle EP, Stanton ML, Borges CR. Behavior of blood plasma glycan features in bladder cancer. PLoS One 2018; 13:e0201208. [PMID: 30040854 PMCID: PMC6057681 DOI: 10.1371/journal.pone.0201208] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Accepted: 07/10/2018] [Indexed: 01/01/2023] Open
Abstract
Despite systemic therapy and cystectomy, bladder cancer is characterized by a high recurrence rate. Serum glycomics represents a promising source of prognostic markers for monitoring patients. Our approach, which we refer to as "glycan node analysis", constitutes the first example of molecularly "bottom-up" glycomics. It is based on a global glycan methylation analysis procedure that is applied to whole blood plasma/serum. The approach detects and quantifies partially methylated alditol acetates arising from unique glycan features such as α2-6 sialylation, β1-4 branching, and core fucosylation that have been pooled together from across all intact glycans within a sample into a single GC-MS chromatographic peak. We applied this method to 122 plasma samples from former and current bladder cancer patients (n = 72 former cancer patients with currently no evidence of disease (NED); n = 38 non-muscle invasive bladder cancer (NMIBC) patients; and n = 12 muscle invasive bladder cancer (MIBC) patients) along with plasma from 30 certifiably healthy living kidney donors. Markers for α2-6 sialylation, β1-4 branching, β1-6 branching, and outer-arm fucosylation were able to separate current and former (NED) cases from certifiably healthy controls (ROC curve c-statistics ~ 0.80); but NED, NMIBC, and MIBC were not distinguished from one another. Based on the unexpectedly high levels of these glycan nodes in the NED patients, we hypothesized that recurrence of this disease could be predicted by some of the elevated glycan features. Indeed, α2-6 sialylation and β1-6 branching were able to predict recurrence from the NED state using a Cox proportional hazards regression model adjusted for age, gender, and time from cancer. The levels of these two glycan features were correlated to C-reactive protein concentration, an inflammation marker and known prognostic indicator for bladder cancer, further strengthening the link between inflammation and abnormal plasma protein glycosylation.
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Affiliation(s)
- Shadi Ferdosi
- School of Molecular Sciences, Arizona State University, Tempe, AZ, United States of America
- Virginia G. Piper Center for Personalized Diagnostics, The Biodesign Institute at Arizona State University, Tempe, AZ, United States of America
| | - Thai H. Ho
- Division of Hematology and Medical Oncology, Mayo Clinic, Phoenix, AZ, United States of America
| | - Erik P. Castle
- Department of Urology, Mayo Clinic, Phoenix, AZ, United States of America
| | - Melissa L. Stanton
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Phoenix, AZ, United States of America
| | - Chad R. Borges
- School of Molecular Sciences, Arizona State University, Tempe, AZ, United States of America
- Virginia G. Piper Center for Personalized Diagnostics, The Biodesign Institute at Arizona State University, Tempe, AZ, United States of America
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Tong Y, Udupa JK, Wang C, Chen J, Venigalla S, Guzzo TJ, Mamtani R, Baumann BC, Christodouleas JP, Torigian DA. Radiomics-guided therapy for bladder cancer: Using an optimal biomarker approach to determine extent of bladder cancer invasion from t2-weighted magnetic resonance images. Adv Radiat Oncol 2018; 3:331-338. [PMID: 30202802 PMCID: PMC6128093 DOI: 10.1016/j.adro.2018.04.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 04/28/2018] [Indexed: 01/09/2023] Open
Abstract
Background Current clinical staging methods are unable to accurately define the extent of invasion of localized bladder cancer, which affects the proper use of systemic therapy, surgery, and radiation. Our purpose was to test a novel radiomics approach to identify optimal imaging biomarkers from T2-weighted magnetic resonance imaging (MRI) scans that accurately classify localized bladder cancer into 2 tumor stage groups (≤T2 vs >T2) at both the patient level and within bladder subsectors. Method and Materials Preoperative T2-weighted MRI scans of 65 consecutive patients followed by radical cystectomy were identified. A 3-layer, shell-like volume of interest (VOI) was defined on each MRI slice: Inner (lumen), middle (bladder wall), and outer (perivesical tissue). An optimal biomarker method was used to identify features from 15,834 intensity and texture properties that maximized the classification of patients into ≤T2 versus >T2 groups. A leave-one-out strategy was used to cross-validate the performance of the identified biomarker feature set at the patient level. The performance of the feature set was then evaluated at the subsector level of the bladder by dividing the VOIs into 8 radial sectors. Results A total of 9 optimal biomarker features were derived and demonstrated a sensitivity, specificity, accuracy of prediction, and area under a receiver operating characteristic curve of 0.742, 0.824, 0.785, and 0.806, respectively, at the patient level and 0.681, 0.788, 0.763, and 0.813, respectively, at the radial sector level. All 9 selected features were extracted from the middle shell of the VOI and based on texture properties. Conclusions An approach to select a small, highly independent feature set that is derived from T2-weighted MRI scans that separate patients with bladder cancer into ≤T2 versus >T2 groups at both the patient level and within subsectors of the bladder has been developed and tested. With external validation, this radiomics approach could improve the clinical staging of bladder cancer and optimize therapeutic management.
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Affiliation(s)
- Yubing Tong
- Medical Image Processing Group, Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jayaram K Udupa
- Medical Image Processing Group, Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Chuang Wang
- Medical Image Processing Group, Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jerry Chen
- The Perelman Center for Advanced Medicine, Department of Radiation Oncology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sriram Venigalla
- The Perelman Center for Advanced Medicine, Department of Radiation Oncology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Thomas J Guzzo
- The Perelman Center for Advanced Medicine, Department of Urology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ronac Mamtani
- The Perelman Center for Advanced Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Brian C Baumann
- Washington University School of Medicine, St. Louis, Missouri
| | - John P Christodouleas
- The Perelman Center for Advanced Medicine, Department of Radiation Oncology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Drew A Torigian
- Medical Image Processing Group, Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania
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Mossanen M, Chang SL, Kimm S, Sonpavde GP, Kibel AS. Current Staging Strategies for Muscle-Invasive Bladder Cancer and Upper Tract Urothelial Cell Carcinoma. Urol Clin North Am 2018; 45:143-154. [DOI: 10.1016/j.ucl.2017.12.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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33
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Woo S, Cho JY. Bladder Cancer. Bladder Cancer 2018. [DOI: 10.1016/b978-0-12-809939-1.00008-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Rose TL, Lotan Y. Advancements in optical techniques and imaging in the diagnosis and management of bladder cancer. Urol Oncol 2017; 36:97-102. [PMID: 29288006 DOI: 10.1016/j.urolonc.2017.11.014] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2017] [Revised: 11/11/2017] [Accepted: 11/18/2017] [Indexed: 11/28/2022]
Abstract
Accurate detection and staging is critical to the appropriate management of urothelial cancer (UC). The use of advanced optical techniques during cystoscopy is becoming more widespread to prevent recurrent nonmuscle invasive bladder cancer. Standard of care for muscle-invasive UC includes the use of computed tomography and/or magnetic resonance imaging, but staging accuracy of these tests remains imperfect. Novel imaging modalities are being developed to improve current test performance. Positron emission tomography/computed tomography has a role in the initial evaluation of select patients with muscle-invasive bladder cancer and in disease recurrence in some cases. Several novel immuno-positron emission tomography tracers are currently in development to address the inadequacy of current imaging modalities for monitoring of tumor response to newer immune-based treatments. This review summaries the current standards and recent advances in optical techniques and imaging modalities in localized and metastatic UC.
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Affiliation(s)
- Tracy L Rose
- Division of Hematology/Oncology, University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC.
| | - Yair Lotan
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX
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35
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Zattoni F, Morlacco A, Nehra A, Frank I, Boorjian SA, Thapa P, Karnes RJ. Vaginal cuff recurrence after radical cystectomy: an under - studied site of bladder cancer relapse. Int Braz J Urol 2017; 44:491-499. [PMID: 29244270 PMCID: PMC5996809 DOI: 10.1590/s1677-5538.ibju.2017.0376] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 10/30/2017] [Indexed: 11/28/2022] Open
Abstract
Introduction: Vaginal cuff recurrence of tumor following radical cystectomy is a rare site of disease recurrence, however it has never been specifically studied. The aim of the study is to evaluate incidence, risk factors, and long-term oncologic outcomes of vaginal cuff recur- rence in a cohort of female patients treated with radical cystectomy for invasive urothelial carcinoma of the bladder. Materials and Methods: From 1985 to 2012, a prospectively maintained institutional blad- der cancer registry was queried for vaginal cuff recurrence post radical cystectomy. Over- all mortality and cancer-specific mortality were reported using the Kaplan-Meier method for patients with vaginal cuff recurrence, recurrence at another local or distant site, and those without evidence of recurrence. Comparisons were performed using the log-rank test. Cox proportional hazards regression model was performed to assess predictors of vaginal cuff recurrence. Results: From 469 women treated with radical cystectomy for bladder cancer, 34 patients (7.3%) developed vaginal cuff recurrence, 130 patients (27.7%) had recurrence involving ei- ther a local or distant site, and 305 patients (65%) had no evidence of recurrence. The 5-year overall mortality-free survival rate was 32.4% for vaginal cuff recurrence, but 25.0% for other sites of recurrence. Cancer-specific mortality-free survival rate was 32.4% for vaginal cuff recurrence, and 30.3% for the other sites of recurrence. Multivariate Cox proportional hazards regression analysis demonstrated that the presence of tumor in posterior location at radical cystectomy (Hazard Ratio [HR], 0.353 [95% CI, 0.159-0.783]) and anterior vaginec- tomy, compared to no vaginectomy (HR, 2.595 [95% CI, 1.077-6.249]) were independently associated with vaginal cuff recurrence. Conclusion: Anterior vaginectomy, despite our best attempts, is perhaps not sufficient to prevent vaginal cuff recurrence. Therefore, follow-up evaluation is essential, and further studies are necessary to address the optimal approach for initial management. Patient Summary: Although vaginal cuff recurrence is an unusual site of recurrence, careful evaluation is needed before cystectomy and during follow-up to identify patients at risk.
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Affiliation(s)
- Fabio Zattoni
- Department of Urology, Mayo Clinic, Rochester, Minnesota, USA.,Clinica Urologica, Dipartimento di scienze Chirurgiche, Oncologiche e Gastroenterologiche, Azienda Ospedaliero - Universitaria di Padova, Padova, Italy
| | - Alessandro Morlacco
- Department of Urology, Mayo Clinic, Rochester, Minnesota, USA.,Clinica Urologica, Dipartimento di scienze Chirurgiche, Oncologiche e Gastroenterologiche, Azienda Ospedaliero - Universitaria di Padova, Padova, Italy
| | - Avinash Nehra
- Department of Urology, Mayo Clinic, Rochester, Minnesota, USA
| | - Igor Frank
- Department of Urology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Prabin Thapa
- Health Sciences Research, Mayo Clinic, Rochester, MN, USA
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Nguyen VP, Park S, Oh J, Wook Kang H. Biocompatible astaxanthin as novel contrast agent for biomedical imaging. JOURNAL OF BIOPHOTONICS 2017; 10:1053-1061. [PMID: 27618280 DOI: 10.1002/jbio.201600159] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Revised: 08/21/2016] [Accepted: 08/23/2016] [Indexed: 06/06/2023]
Abstract
Photoacoustic imaging (PAI) is a hybrid imaging modality with high resolution and sensitivity that can be beneficial for cancer staging. Due to insufficient endogenous photoacoustic (PA) contrast, the development of exogenous agents is critical in targeting cancerous tumors. The current study demonstrates the feasibility of marine-oriented material, astaxanthin, as a biocompatible PA contrast agent. Both silicon tubing phantoms and ex vivo bladder tissues are tested at various concentrations (up to 5 mg/ml) of astaxanthin to quantitatively explore variations in PA responses. A Q-switched Nd : YAG laser (λ = 532 nm) in conjunction with a 5 MHz ultrasound transducer is employed to generate and acquire PA signals from the samples. The phantom results presented that the PA signal amplitudes increase linearly with the astaxanthin concentrations (threshold detection = 0.31 mg/ml). The tissue injected with astaxanthin yields up to 16-fold higher PA signals, compared with that with saline. Due to distribution of the injected astaxanthin, PAI can image the margin of astaxanthin boles as well as quantify their volume in 3D reconstruction. Further investigations on selective tumor targeting are required to validate astaxanthin as a potential biocompatible contrast agent for PAI-assisted bladder cancer detection.
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Affiliation(s)
- Van Phuc Nguyen
- Interdisciplinary Program of Biomedical Mechanical & Electrical Engineering, Pukyong National University, Busan, 48513, South Korea
| | - Suhyun Park
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, TX 78712, USA
| | - Junghwan Oh
- Interdisciplinary Program of Biomedical Mechanical & Electrical Engineering, Pukyong National University, Busan, 48513, South Korea
- Department of Biomedical Engineering and Center for Marine-Integrated Biomedical Technology (BK 21 Plus), Pukyong National University, Busan, 48513, South Korea
| | - Hyun Wook Kang
- Interdisciplinary Program of Biomedical Mechanical & Electrical Engineering, Pukyong National University, Busan, 48513, South Korea
- Department of Biomedical Engineering and Center for Marine-Integrated Biomedical Technology (BK 21 Plus), Pukyong National University, Busan, 48513, South Korea
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Zhang X, Xu X, Tian Q, Li B, Wu Y, Yang Z, Liang Z, Liu Y, Cui G, Lu H. Radiomics assessment of bladder cancer grade using texture features from diffusion-weighted imaging. J Magn Reson Imaging 2017; 46:1281-1288. [PMID: 28199039 DOI: 10.1002/jmri.25669] [Citation(s) in RCA: 100] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Accepted: 01/30/2017] [Indexed: 12/12/2022] Open
Abstract
PURPOSE To 1) describe textural features from diffusion-weighted images (DWI) and apparent diffusion coefficient (ADC) maps that can distinguish low-grade bladder cancer from high-grade, and 2) propose a radiomics-based strategy for cancer grading using texture features. MATERIALS AND METHODS In all, 61 patients with bladder cancer (29 in high- and 32 in low-grade groups) were enrolled in this retrospective study. Histogram- and gray-level co-occurrence matrix (GLCM)-based radiomics features were extracted from cancerous volumes of interest (VOIs) on DWI and corresponding ADC maps of each patient acquired from 3.0T magnetic resonance imaging (MRI). A Mann-Whitney U-test was applied to select features with significant differences between low- and high-grade groups (P < 0.05). Then support vector machine with recursive feature elimination (SVM-RFE) and classification strategy was adopted to find an optimal feature subset and then to establish a classification model for grading. RESULTS A total 102 features were derived from each VOI and among them, 47 candidate features were selected, which showed significant intergroup differences (P < 0.05). By the SVM-RFE method, an optimal feature subset including 22 features was further selected from candidate features. The SVM classifier using the optimal feature subset achieved the best performance in bladder cancer grading, with an area under the receiver operating characteristic curve, accuracy, sensitivity, and specificity of 0.861, 82.9%, 78.4%, and 87.1%, respectively. CONCLUSION Textural features from DWI and ADC maps can reflect the difference between low- and high-grade bladder cancer, especially those GLCM features from ADC maps. The proposed radiomics strategy using these features, combined with the SVM classifier, may better facilitate image-based bladder cancer grading preoperatively. LEVEL OF EVIDENCE 3 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2017;46:1281-1288.
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Affiliation(s)
- Xi Zhang
- Department of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi, P.R. China
| | - Xiaopan Xu
- Department of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi, P.R. China
| | - Qiang Tian
- Department of Radiology, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, P.R. China
| | - Baojuan Li
- Department of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi, P.R. China
| | - Yuxia Wu
- Department of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi, P.R. China
| | - Zengyue Yang
- Department of Urology, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, P.R. China
| | - Zhengrong Liang
- Departments of Radiology, Computer Science and Biomedical Engineering, State University of New York, Stony Brook, New York, USA
| | - Yang Liu
- Department of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi, P.R. China
| | - Guangbin Cui
- Department of Radiology, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, P.R. China
| | - Hongbing Lu
- Department of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi, P.R. China
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Prospective Pilot Study to Evaluate the Incremental Value of PET Information in Patients With Bladder Cancer Undergoing 18F-FDG Simultaneous PET/MRI. Clin Nucl Med 2017; 42:e8-e15. [PMID: 27775939 DOI: 10.1097/rlu.0000000000001432] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
PURPOSE The aim of this study was to conduct a prospective pilot study comparing the diagnostic performance of MRI alone and F-FDG simultaneous PET/MRI using a diuresis protocol in bladder cancer patients. METHODS Twenty-two bladder cancer patients underwent F-FDG PET/MRI, using intravenous furosemide and oral hydration for bladder clearance. A radiologist scored probability of tumor in 3 locations (urinary bladder, pelvic lymph nodes, nonnodal pelvis) using 1- to 3-point scale (1 = negative, 2 = equivocal, 3 = definite tumor). A nuclear medicine physician reviewed fused PET/MRI images, after which scores were reassigned based on combined findings. Follow-up pathologic and imaging data served as reference. Performances of MRI alone and PET/MRI were compared. RESULTS Of these patients, 82%, 38%, and 18% were positive for bladder, pelvic nodal, and nonnodal pelvic tumor, respectively. At a score of 3, PET/MRI exhibited greater accuracy for detection of bladder tumor (86% vs 77%), metastatic pelvic lymph nodes (95% vs 76%), and nonnodal pelvic malignancy (100% vs 91%). In the bladder, PET changed the level of suspicion in 36% of patients (50% increased suspicion, 50% decreased suspicion), with 75% of these changes deemed correct based on reference standard. For pelvic lymph nodes, PET changed suspicion in 52% (36% increase, 64% decrease), with 95% of changes deemed correct. For nonnodal pelvis, PET changed suspicion in 9% (100% increase), with 100% deemed correct. CONCLUSIONS Additional PET information helped to appropriately determine level of suspicion in multiple anatomic sites for otherwise equivocal findings on MRI alone. Although requiring larger studies, findings suggest a possible role for simultaneous PET/MRI to assist bladder cancer management.
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Rouprêt M, Neuzillet Y, Masson-Lecomte A, Colin P, Compérat E, Dubosq F, Houédé N, Larré S, Pignot G, Puech P, Roumiguié M, Xylinas E, Méjean A. Recommandations en onco-urologie 2016-2018 du CCAFU : Tumeurs de la vessie. Prog Urol 2016; 27 Suppl 1:S67-S91. [DOI: 10.1016/s1166-7087(16)30704-7] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Smolensky D, Rathore K, Cekanova M. Molecular targets in urothelial cancer: detection, treatment, and animal models of bladder cancer. Drug Des Devel Ther 2016; 10:3305-3322. [PMID: 27784990 PMCID: PMC5063594 DOI: 10.2147/dddt.s112113] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Bladder cancer remains one of the most expensive cancers to treat in the United States due to the length of required treatment and degree of recurrence. In order to treat bladder cancer more effectively, targeted therapies are being investigated. In order to use targeted therapy in a patient, it is important to provide a genetic background of the patient. Recent advances in genome sequencing, as well as transcriptome analysis, have identified major pathway components altered in bladder cancer. The purpose of this review is to provide a broad background on bladder cancer, including its causes, diagnosis, stages, treatments, animal models, as well as signaling pathways in bladder cancer. The major focus is given to the PI3K/AKT pathway, p53/pRb signaling pathways, and the histone modification machinery. Because several promising immunological therapies are also emerging in the treatment of bladder cancer, focus is also given on general activation of the immune system for the treatment of bladder cancer.
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Affiliation(s)
- Dmitriy Smolensky
- Department of Small Animal Clinical Sciences, College of Veterinary Medicine
- UT-ORNL Graduate School of Genome Science and Technology, The University of Tennessee, Knoxville, TN, USA
| | - Kusum Rathore
- Department of Small Animal Clinical Sciences, College of Veterinary Medicine
| | - Maria Cekanova
- Department of Small Animal Clinical Sciences, College of Veterinary Medicine
- UT-ORNL Graduate School of Genome Science and Technology, The University of Tennessee, Knoxville, TN, USA
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Lee K, Choi S, Choi H, Lee Y. Clinical experience of MRI in two dogs with muscle-invasive transitional cell carcinoma of the urinary bladder. J Vet Med Sci 2016; 78:1351-4. [PMID: 27149892 PMCID: PMC5053941 DOI: 10.1292/jvms.15-0622] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
This study described high-field magnetic resonance imaging (MRI) and computed tomography
(CT) characteristics of muscle-invasive bladder transitional cell carcinoma (TCC) in two
dogs. Ultrasonography revealed a urinary bladder mass with ambiguous result about invasion
to the muscular layer. Contrast-enhanced CT showed that the bladder wall in which the mass
was attached was more intensely enhanced than the normal bladder walls, supporting
invasion to the muscular layer. The mass revealed an intermediate signal intensity with
interruption of the hypointense muscular layer on T2-weighted MRI and showed greater
enhancement compared with the normal bladder wall on postcontrast T1-weighted images.
T2-weighted MRI, postcontrast T1-weighted MRI and contrast-enhanced dual-phasic CT were
useful for evaluating muscle-invasive bladder TCC in dogs.
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Affiliation(s)
- Kija Lee
- College of Veterinary Medicine, Kyungpook National University, Daegu 41566, Korea
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Whyard T, Waltzer WC, Waltzer D, Romanov V. Metabolic alterations in bladder cancer: applications for cancer imaging. Exp Cell Res 2016; 341:77-83. [PMID: 26808412 DOI: 10.1016/j.yexcr.2016.01.005] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2015] [Revised: 12/29/2015] [Accepted: 01/16/2016] [Indexed: 01/25/2023]
Abstract
Treatment planning, outcome and prognosis are strongly related to the adequate tumor staging for bladder cancer (BC). Unfortunately, a large discrepancy exists between the preoperative clinical and final pathologic staging. Therefore, an advanced imaging-based technique is crucial for adequate staging. Although Magnetic Resonance Imaging (MRI) is currently the best in vivo imaging technique for BC staging because of its excellent soft-tissue contrast and absence of ionizing radiation it lacks cancer-specificity. Tumor-specific positron emission tomography (PET), which is based on the Warburg effect (preferential uptake of glucose by cancer cells), exploits the radioactively-labeled glucose analogs, i.e., FDG. Although FDG-PET is highly cancer specific, it lacks resolution and contrast quality comparable with MRI. Chemical Exchange Saturation Transfer (CEST) MRI enables the detection of low concentrations of metabolites containing protons. BC is an attractive target for glucose CEST MRI because, in addition to the typical systemic administration, glucose might also be directly applied into the bladder to reduce toxicity-related complications. As a first stage of the development of a contrast-specific BC imaging technique we have studied glucose uptake by bladder epithelial cells and have observed that glucose is, indeed, consumed by BC cells with higher intensity than by non-transformed urothelial cells. This effect might be partly explained by increased expression of glucose transporters GLUT1 and GLUT3 in transformed cells as compared to normal urothelium. We also detected higher lactate production by BC cells which is another cancer-specific manifestation of the Warburg effect. In addition, we have observed other metabolic alterations in BC cells as compared to non-transformed cells: in particular, increased pyruvate synthesis. When glucose was substituted by glutamine in culture media, preferential uptake of glutamine by BC cells was observed. The preferential uptake of glucose by BC cells gives an opportunity to develop NMR based imaging procedures where glucose or its derivatives can serve as a contrasting agent. In addition, metabolic alterations observed in BC cells could provide the basis for development of new anti-cancer therapeutics.
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Affiliation(s)
- Terry Whyard
- Department of Urology, School of Medicine, Stony Brook University, Stony Brook, NY 11794, United States
| | - Wayne C Waltzer
- Department of Urology, School of Medicine, Stony Brook University, Stony Brook, NY 11794, United States
| | - Douglas Waltzer
- Department of Urology, School of Medicine, Stony Brook University, Stony Brook, NY 11794, United States
| | - Victor Romanov
- Department of Urology, School of Medicine, Stony Brook University, Stony Brook, NY 11794, United States.
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Abstract
AIM The aim of this study was to evaluate of C-choline PET/CT in bladder cancer (BC) patients with suspected relapse after primary therapy. METHODS Twenty-five BC patients with surgery (21 [84%]) or radiotherapy (4 [16%]) with curative intent had PET/CT for suspicion of relapse. Mean TNM was T2b N0 M0 (range, T1a N0 M0 to T4 N2 M0), whereas mean age was 71.3 years (range, 50-85 years). Nine (36%) of 25 were treated with adjuvant or salvage chemotherapy within 6 months before PET/CT. Positive findings were validated by histology or correlative imaging and/or clinical follow-up lasting at least 12 months. Age, TNM, histology, previous chemotherapy, and type of primary treatment were correlated with PET/CT positivity by univariate and multivariate binary logistic regression analysis. RESULTS C-choline PET/CT was positive in 16 (64%) of 25. Six (37.5%) of 16 were positive in residual bladder/bladder bed, with 2 local false positive (FP) and 1 false negative (FN) on lymph nodes (LNs); 3 of 16 patients had PET-positive LNs with 1 FP; 1 of 16 patients showed distant metastases. Two (12.5%) of 16 had positive residual bladder/bladder bed and locoregional LNs; 1 (6.3%) of 16, residual bladder/bladder bed and bone; metastasis, 1 (6.3%) of 16 residual bladder/bladder bed and lung metastasis; 2 (12.5%) of 16, LN and distant metastasis. Five (56%) of 9 of PET negatives were FN in residual bladder/bladder bed. Eighteen (72%) of 25 were validated by histology, with 7 (18%) of 25 by correlative imaging and/or clinical follow-up. C-choline PET/CT was sensitive, specific, and accurate, with good positive and negative predictive values for local relapse of 66.7%, 84.6%, 76%, 80%, and 73.3% and 90%, 93.3%, 92%, 90%, and 93.3% for LNs and distant relapse, respectively. No FP or FN was detected for distant metastasis. None of the investigated factors were statistically significant. CONCLUSION C-choline PET/CT is useful for restaging BC suspected of relapse, especially for the evaluation of LN or distant metastases.
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3D detection and extraction of bladder tumors via MR virtual cystoscopy. Int J Comput Assist Radiol Surg 2015; 11:89-97. [DOI: 10.1007/s11548-015-1234-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2015] [Accepted: 05/30/2015] [Indexed: 10/23/2022]
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Deleye S, Heylen M, Deiteren A, De Man J, Stroobants S, De Winter B, Staelens S. Continuous flushing of the bladder in rodents reduces artifacts and improves quantification in molecular imaging. Mol Imaging 2015; 13. [PMID: 24825484 DOI: 10.2310/7290.2014.00013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
In this study, we evaluated the partial volume effect (PVE) of 2-deoxy-2-[18F]fluoro-d-glucose (18F-FDG) tracer accumulation in the bladder on the positron emission tomographic (PET) image quantification in mice and rats suffering from inflammatory bowel disease. To improve the accuracy, we implemented continuous bladder flushing procedures. Female mice and rats were scanned using microPET/computed tomography (CT) at baseline and after induction of acute colitis by injecting 2,4,6-trinitrobenzene sulfonic acid (TNBS) intrarectally. During the scans, the bladder was continuously flushed in one group, whereas in the other group, no bladder flushing was performed. As a means of in vivo and ex vivo validation of the inflammation, animals also underwent colonoscopy and were sacrificed for gamma counting (subpopulation) and to score the colonic damage both micro- and macroscopically as well as biochemically. At baseline, the microPET signal in the colon of both mice and rats was significantly higher in the nonflushed group compared to the flushed group, caused by the PVE of tracer activity in the bladder. Hence, the colonoscopy and postmortem analyses showed no significant differences at baseline between the flushed and nonflushed animals. TNBS induced significant colonic inflammation, as revealed by colonoscopic and postmortem scores, which was not detected by microPET in the mice without bladder flushing, again because of spillover of bladder activity in the colonic area. MicroPET in bladder-flushed animals did reveal a significant increase in 18F-FDG uptake. Correlations between microPET and colonoscopy, macroscopy, microscopy, and myeloperoxidase yielded higher Spearman rho values in mice with continuously flushed bladders during imaging. Comparable, although somewhat less pronounced, results were shown in the rat. Continuous bladder flushing reduced image artifacts and is mandatory for accurate image quantification in the pelvic region for both mice and rats. We designed and validated experimental protocols to facilitate such.
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Investigation of the Non-Gaussian Water Diffusion Properties in Bladder Cancer Using Diffusion Kurtosis Imaging. J Comput Assist Tomogr 2015; 39:281-5. [DOI: 10.1097/rct.0000000000000197] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Proposal of a New Acquisition Protocol for Bladder Cancer Visualization With 18F-FDG PET/CT. Clin Nucl Med 2015; 40:e78-80. [DOI: 10.1097/rlu.0000000000000398] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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