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Grobet-Jeandin E, Lenfant L, Pinar U, Parra J, Mozer P, Renard-Penna R, Thibault C, Rouprêt M, Seisen T. Management of patients with muscle-invasive bladder cancer with clinical evidence of pelvic lymph node metastases. Nat Rev Urol 2024; 21:339-356. [PMID: 38297079 DOI: 10.1038/s41585-023-00842-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/01/2023] [Indexed: 02/02/2024]
Abstract
Identification of clinically positive pelvic lymph node metastases (cN+) in patients with muscle-invasive bladder cancer is currently challenging, as the diagnostic accuracy of available imaging modalities is limited. Conventional CT is still considered the gold-standard approach to diagnose lymph node metastases in these patients. The development of innovative diagnostic methods including radiomics, artificial intelligence-based models and molecular biomarkers might offer new perspectives for the diagnosis of cN+ disease. With regard to the treatment of these patients, multimodal strategies are likely to provide the best oncological outcomes, especially using induction chemotherapy followed by radical cystectomy and pelvic lymph node dissection in responders to chemotherapy. Additionally, the use of adjuvant nivolumab has been shown to decrease the risk of recurrence in patients who still harbour ypT2-T4a and/or ypN+ disease after surgery. Alternatively, the use of avelumab maintenance therapy can be offered to patients with unresectable cN+ tumours who have at least stable disease after induction chemotherapy alone. Lastly, patients with cN+ tumours who are not responding to induction chemotherapy are potential candidates for receiving second-line treatment with pembrolizumab.
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Affiliation(s)
- Elisabeth Grobet-Jeandin
- Sorbonne University, GRC 5, Predictive Onco-Urology, APHP, Pitié-Salpêtrière Hospital, Urology, 75013, Paris, France
- Division of Urology, Geneva University Hospitals, Geneva, Switzerland
| | - Louis Lenfant
- Sorbonne University, GRC 5, Predictive Onco-Urology, APHP, Pitié-Salpêtrière Hospital, Urology, 75013, Paris, France
| | - Ugo Pinar
- Sorbonne University, GRC 5, Predictive Onco-Urology, APHP, Pitié-Salpêtrière Hospital, Urology, 75013, Paris, France
| | - Jérôme Parra
- Sorbonne University, GRC 5, Predictive Onco-Urology, APHP, Pitié-Salpêtrière Hospital, Urology, 75013, Paris, France
| | - Pierre Mozer
- Sorbonne University, GRC 5, Predictive Onco-Urology, APHP, Pitié-Salpêtrière Hospital, Urology, 75013, Paris, France
| | - Raphaele Renard-Penna
- Sorbonne University, GRC 5, Predictive Onco-Urology, APHP, Pitié-Salpêtrière Hospital, Radiology, 75013, Paris, France
| | - Constance Thibault
- Department of medical oncology, Hôpital Européen Georges Pompidou, Institut du Cancer Paris CARPEM, AP-HP centre, Paris, France
| | - Morgan Rouprêt
- Sorbonne University, GRC 5, Predictive Onco-Urology, APHP, Pitié-Salpêtrière Hospital, Urology, 75013, Paris, France
| | - Thomas Seisen
- Sorbonne University, GRC 5, Predictive Onco-Urology, APHP, Pitié-Salpêtrière Hospital, Urology, 75013, Paris, France.
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Akin O, Lema-Dopico A, Paudyal R, Konar AS, Chenevert TL, Malyarenko D, Hadjiiski L, Al-Ahmadie H, Goh AC, Bochner B, Rosenberg J, Schwartz LH, Shukla-Dave A. Multiparametric MRI in Era of Artificial Intelligence for Bladder Cancer Therapies. Cancers (Basel) 2023; 15:5468. [PMID: 38001728 PMCID: PMC10670574 DOI: 10.3390/cancers15225468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 10/27/2023] [Accepted: 10/30/2023] [Indexed: 11/26/2023] Open
Abstract
This review focuses on the principles, applications, and performance of mpMRI for bladder imaging. Quantitative imaging biomarkers (QIBs) derived from mpMRI are increasingly used in oncological applications, including tumor staging, prognosis, and assessment of treatment response. To standardize mpMRI acquisition and interpretation, an expert panel developed the Vesical Imaging-Reporting and Data System (VI-RADS). Many studies confirm the standardization and high degree of inter-reader agreement to discriminate muscle invasiveness in bladder cancer, supporting VI-RADS implementation in routine clinical practice. The standard MRI sequences for VI-RADS scoring are anatomical imaging, including T2w images, and physiological imaging with diffusion-weighted MRI (DW-MRI) and dynamic contrast-enhanced MRI (DCE-MRI). Physiological QIBs derived from analysis of DW- and DCE-MRI data and radiomic image features extracted from mpMRI images play an important role in bladder cancer. The current development of AI tools for analyzing mpMRI data and their potential impact on bladder imaging are surveyed. AI architectures are often implemented based on convolutional neural networks (CNNs), focusing on narrow/specific tasks. The application of AI can substantially impact bladder imaging clinical workflows; for example, manual tumor segmentation, which demands high time commitment and has inter-reader variability, can be replaced by an autosegmentation tool. The use of mpMRI and AI is projected to drive the field toward the personalized management of bladder cancer patients.
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Affiliation(s)
- Oguz Akin
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Alfonso Lema-Dopico
- Department of Medical Physics, Memorial Sloan Kettering Cancer, New York, NY 10065, USA
| | - Ramesh Paudyal
- Department of Medical Physics, Memorial Sloan Kettering Cancer, New York, NY 10065, USA
| | | | | | - Dariya Malyarenko
- Department of Radiology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Lubomir Hadjiiski
- Department of Radiology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Hikmat Al-Ahmadie
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Alvin C. Goh
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Bernard Bochner
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Jonathan Rosenberg
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Lawrence H. Schwartz
- Department of Medical Physics, Memorial Sloan Kettering Cancer, New York, NY 10065, USA
| | - Amita Shukla-Dave
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Department of Medical Physics, Memorial Sloan Kettering Cancer, New York, NY 10065, USA
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Jiang X, Hu Z, Wang S, Zhang Y. Deep Learning for Medical Image-Based Cancer Diagnosis. Cancers (Basel) 2023; 15:3608. [PMID: 37509272 PMCID: PMC10377683 DOI: 10.3390/cancers15143608] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 07/10/2023] [Accepted: 07/10/2023] [Indexed: 07/30/2023] Open
Abstract
(1) Background: The application of deep learning technology to realize cancer diagnosis based on medical images is one of the research hotspots in the field of artificial intelligence and computer vision. Due to the rapid development of deep learning methods, cancer diagnosis requires very high accuracy and timeliness as well as the inherent particularity and complexity of medical imaging. A comprehensive review of relevant studies is necessary to help readers better understand the current research status and ideas. (2) Methods: Five radiological images, including X-ray, ultrasound (US), computed tomography (CT), magnetic resonance imaging (MRI), positron emission computed tomography (PET), and histopathological images, are reviewed in this paper. The basic architecture of deep learning and classical pretrained models are comprehensively reviewed. In particular, advanced neural networks emerging in recent years, including transfer learning, ensemble learning (EL), graph neural network, and vision transformer (ViT), are introduced. Five overfitting prevention methods are summarized: batch normalization, dropout, weight initialization, and data augmentation. The application of deep learning technology in medical image-based cancer analysis is sorted out. (3) Results: Deep learning has achieved great success in medical image-based cancer diagnosis, showing good results in image classification, image reconstruction, image detection, image segmentation, image registration, and image synthesis. However, the lack of high-quality labeled datasets limits the role of deep learning and faces challenges in rare cancer diagnosis, multi-modal image fusion, model explainability, and generalization. (4) Conclusions: There is a need for more public standard databases for cancer. The pre-training model based on deep neural networks has the potential to be improved, and special attention should be paid to the research of multimodal data fusion and supervised paradigm. Technologies such as ViT, ensemble learning, and few-shot learning will bring surprises to cancer diagnosis based on medical images.
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Grants
- RM32G0178B8 BBSRC
- MC_PC_17171 MRC, UK
- RP202G0230 Royal Society, UK
- AA/18/3/34220 BHF, UK
- RM60G0680 Hope Foundation for Cancer Research, UK
- P202PF11 GCRF, UK
- RP202G0289 Sino-UK Industrial Fund, UK
- P202ED10, P202RE969 LIAS, UK
- P202RE237 Data Science Enhancement Fund, UK
- 24NN201 Fight for Sight, UK
- OP202006 Sino-UK Education Fund, UK
- RM32G0178B8 BBSRC, UK
- 2023SJZD125 Major project of philosophy and social science research in colleges and universities in Jiangsu Province, China
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Affiliation(s)
- Xiaoyan Jiang
- School of Mathematics and Information Science, Nanjing Normal University of Special Education, Nanjing 210038, China; (X.J.); (Z.H.)
| | - Zuojin Hu
- School of Mathematics and Information Science, Nanjing Normal University of Special Education, Nanjing 210038, China; (X.J.); (Z.H.)
| | - Shuihua Wang
- School of Computing and Mathematical Sciences, University of Leicester, Leicester LE1 7RH, UK;
| | - Yudong Zhang
- School of Computing and Mathematical Sciences, University of Leicester, Leicester LE1 7RH, UK;
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Multidisciplinary Management and Radiotherapy Recommendations for Clinically and Pathologically Node-positive Bladder Cancer. Semin Radiat Oncol 2023; 33:35-50. [PMID: 36517192 DOI: 10.1016/j.semradonc.2022.10.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
There are limited data regarding the optimal management of patients with pelvic node-positive, but non-metastatic, bladder cancer. Increasing data demonstrate that this is a distinct clinical entity with outcomes bridging between bladder-confined muscle-invasive bladder cancer and metastatic advanced bladder cancer. Guidelines and staging systems have formalized the need to incorporate the unique considerations of management of pelvic node-positive bladder cancer. However, there remains an absence of a definite standard of care. Treatment options include systemic therapy alone, neoadjuvant chemotherapy followed by radical cystectomy, or bladder-preserving trimodality therapy. Furthermore, ongoing studies aim to determine the benefit of incorporating immunotherapy into these treatment paradigms. In this review article, we will discuss the key considerations for management of patients with pelvic node-positive bladder cancer.
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Fu W, Liu D, Xiong Y, Liu C, Liu J, Yi X, Zhao T. The comparison between contrast-enhanced ultrasound and contrast-enhanced magnetic resonance imaging in diagnosing bladder urothelial carcinoma. Int Urol Nephrol 2022; 55:1073-1079. [PMID: 36422743 DOI: 10.1007/s11255-022-03410-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 11/08/2022] [Indexed: 11/25/2022]
Abstract
PURPOSE The surgical treatment of bladder urothelial carcinoma depends on whether the tumor has invaded the bladder muscular layer. Normal ultrasound and contrast-enhanced magnetic resonance imaging (contrast-enhanced MRI) are widely used in patients bear bladder tumors; the latter is also widely used in estimating the muscularis invasion of bladder cancer (BC). However, contrast-enhanced ultrasound (CEUS) is rarely used in this aspect. As the gold standard in diagnosing muscularis invasion remains being pathological examination, this study was set to find out whether there are differences between CEUS and contrast-enhanced MRI in diagnosing bladder malignant tumors and in diagnosing the muscularis invasion of the bladder urothelial carcinoma under the guide of the pathological results. METHODS 160 patients from Yongchuan Hospital of Chongqing Medical University and The Second Affiliated Hospital of Chongqing Medical University were recruited from July 1st, 2021, to June 30th, 2022. Patients are arranged to undergo CEUS, contrast-enhanced MRI and then take a surgery. After surgery, we compare the results of CEUS, MRI and the pathological results, using software to run the statistical examinations. RESULTS The accuracies of CEUS and contrast-enhanced MRI in diagnosing malignant bladder tumors were 85.90 and 84.62%, and they had no differences (P > 0.05). While the accuracies of CEUS and contrast-enhanced MRI in diagnosing the muscularis invasion were 84.62 and 76.92%, in which CEUS had a better sensitivity (P < 0.05). CONCLUSIONS We found that CEUS and contrast-enhanced MRI had no differences in diagnosing the different pathological types (benign or malignant) of BC, but CEUS holds a better sensitivity in diagnosing muscularis invasions of bladder urothelial carcinoma than the contrast-enhanced MRI.
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Affiliation(s)
- Wenyu Fu
- Department of Urology, Yongchuan Hospital of Chongqing Medical University, 439 Xuanhua Road, Yongchuan District, Chongqing, 402160, China
| | - Dan Liu
- Department of Radiology, Yongchuan Hospital of Chongqing Medical University, 439 Xuanhua Road, Yongchuan District, Chongqing, 402160, China
| | - Yongjiang Xiong
- Department of Urology, Yongchuan Hospital of Chongqing Medical University, 439 Xuanhua Road, Yongchuan District, Chongqing, 402160, China
| | - Chuan Liu
- Department of Urology, The Second Affiliated Hospital of Chongqing Medical University, 74 Linjiang Road, Yuzhong District, Chongqing, 400010, China
| | - Jiaji Liu
- Department of Urology, Yongchuan Hospital of Chongqing Medical University, 439 Xuanhua Road, Yongchuan District, Chongqing, 402160, China
| | - Xinping Yi
- Department of Urology, Yongchuan Hospital of Chongqing Medical University, 439 Xuanhua Road, Yongchuan District, Chongqing, 402160, China
| | - Tao Zhao
- Department of Urology, Yongchuan Hospital of Chongqing Medical University, 439 Xuanhua Road, Yongchuan District, Chongqing, 402160, China.
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Ye L, Chen Y, Xu H, Xie H, Yao J, Liu J, Song B. Biparametric magnetic resonance imaging assessment for detection of muscle-invasive bladder cancer: a systematic review and meta-analysis. Eur Radiol 2022; 32:6480-6492. [PMID: 35362750 DOI: 10.1007/s00330-022-08696-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Revised: 02/22/2022] [Accepted: 02/25/2022] [Indexed: 02/05/2023]
Abstract
OBJECTIVES To investigate if removing DCE from the Vesical Imaging Reporting and Data System (VI-RADS) influences the diagnostic accuracy of muscle-invasive bladder cancer (MIBC). We also explored using different reference standards on the MRI diagnostic performance. METHODS We searched the Cochrane Library, Embase, and PubMed databases to June 26, 2021. Pooled biparametric MRI (bpMRI, T2WI+DWI) and multiparametric MRI (mpMRI, T2WI+DWI+DCE) sensitivities and specificities and the diagnostic performances of these methods for MIBC were compared using different reference standards. RESULTS Seventeen studies with 2344 patients were finally included, of which 7 studies, including 1041 patients, reported the diagnostic performance of bpMRI. VI-RADS showed sensitivities and specificities of 0.91 (95% CI 0.87-0.94) and 0.86 (95% CI 0.77-0.91) at cutoff scores of 3, and 0.85 (95% CI 0.77-0.90) and 0.93 (95% CI 0.89-0.96) at cutoff scores of 4. BpMRI showed sensitivities and specificities of 0.90 (95% CI 0.69-0.97) and 0.90 (95% CI 0.81-0.95), and 0.84 (95% CI 0.78-0.88) and 0.97 (95% CI 0.87-0.99), respectively, for cutoff scores of 3 and 4. The sensitivities of bpMRI vs mpMRI for MIBC were not significantly different, but bpMRI was more specific than mpMRI at cutoff scores of 3 (p = 0.02) and 4 (p = 0.02). The VI-RADS studies using primary transurethral resection of bladder tumors (TURBT) as the reference standard had significantly higher sensitivities (p < 0.001) than those using secondary TURBT or radical cystectomy as the reference. DATA CONCLUSION BpMRI and conventional VI-RADS had similar diagnostic efficacies for MIBC. Since MRI overestimated MIBC diagnoses using primary TURBT as the reference standard, we recommend using secondary TURBT as the reference standard. KEY POINTS • Biparametric MRI without DCE had similar diagnostic efficacies for MIBC compared with conventional VI-RADS. • The sensitivity of VI-RADS was overestimated when referring to the primary TURBT results. • Biparametric MRI comprised of T2WI and DWI could be used for detecting MIBC in clinical practice.
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Affiliation(s)
- Lei Ye
- Department of Radiology, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Wuhou District, Chengdu City, 610041, Sichuan Province, China
| | - Yuntian Chen
- Department of Radiology, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Wuhou District, Chengdu City, 610041, Sichuan Province, China
| | - Hui Xu
- Department of Radiology, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Wuhou District, Chengdu City, 610041, Sichuan Province, China
| | - Huimin Xie
- Department of Radiology, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Wuhou District, Chengdu City, 610041, Sichuan Province, China
| | - Jin Yao
- Department of Radiology, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Wuhou District, Chengdu City, 610041, Sichuan Province, China.
| | - Jiaming Liu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Wuhou District, Chengdu City, 610041, Sichuan Province, China.
| | - Bin Song
- Department of Radiology, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Wuhou District, Chengdu City, 610041, Sichuan Province, China
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Iacovino ML, Miceli CC, De Felice M, Barone B, Pompella L, Chiancone F, Di Zazzo E, Tirino G, Della Corte CM, Imbimbo C, De Vita F, Crocetto F. Novel Therapeutic Opportunities in Neoadjuvant Setting in Urothelial Cancers: A New Horizon Opened by Molecular Classification and Immune Checkpoint Inhibitors. Int J Mol Sci 2022; 23:1133. [PMID: 35163064 PMCID: PMC8835066 DOI: 10.3390/ijms23031133] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 01/15/2022] [Accepted: 01/18/2022] [Indexed: 12/16/2022] Open
Abstract
Muscle invasive bladder cancer (MIBC) is a widespread malignancy with a worse prognosis often related to a late diagnosis. For early-stage MIBC pts, a multidisciplinary approach is mandatory to evaluate the timing of neoadjuvant chemotherapy (NAC) and surgery. The current standard therapy is platinum-based NAC (MVAC-methotrexate, vinblastine, doxorubicin, and cisplatin or Platinum-Gemcitabine regimens) followed by radical cystectomy (RC) with lymphadenectomy. However, preliminary data from Vesper trial highlighted that dose-dense NAC MVAC is endowed with a good pathological response but shows low tolerability. In the last few years, translational-based research approaches have identified several candidate biomarkers of NAC esponsiveness, such as ERCC2, ERBB2, or DNA damage response (DDR) gene alterations. Moreover, the recent consensus MIBC molecular classification identified six molecular subtypes, characterized by different sensitivity to chemo- or targeted or immunotherapy, that could open a novel procedure for patient selection and also for neoadjuvant therapies. The Italian PURE-01 phase II Trial extended data on efficacy and resistance to Immune Checkpoint Inhibitors (ICIs) in this setting. In this review, we summarize the most relevant literature data supporting NAC use in MIBC, focusing on novel therapeutic strategies such as immunotherapy, considering the better patient stratification and selection emerging from novel molecular classification.
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Affiliation(s)
- Maria Lucia Iacovino
- Department of Precision Medicine, Medical Oncology, University of Campania Luigi Vanvitelli, Via Sergio Pansini 5, 80131 Naples, Italy; (M.L.I.); (C.C.M.); (M.D.F.); (L.P.); (G.T.); (C.M.D.C.); (F.D.V.)
| | - Chiara Carmen Miceli
- Department of Precision Medicine, Medical Oncology, University of Campania Luigi Vanvitelli, Via Sergio Pansini 5, 80131 Naples, Italy; (M.L.I.); (C.C.M.); (M.D.F.); (L.P.); (G.T.); (C.M.D.C.); (F.D.V.)
| | - Marco De Felice
- Department of Precision Medicine, Medical Oncology, University of Campania Luigi Vanvitelli, Via Sergio Pansini 5, 80131 Naples, Italy; (M.L.I.); (C.C.M.); (M.D.F.); (L.P.); (G.T.); (C.M.D.C.); (F.D.V.)
| | - Biagio Barone
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples “Federico II”, 80131 Naples, Italy; (B.B.); (C.I.)
| | - Luca Pompella
- Department of Precision Medicine, Medical Oncology, University of Campania Luigi Vanvitelli, Via Sergio Pansini 5, 80131 Naples, Italy; (M.L.I.); (C.C.M.); (M.D.F.); (L.P.); (G.T.); (C.M.D.C.); (F.D.V.)
| | | | - Erika Di Zazzo
- Department of Medicine and Health Sciences “V. Tiberio”, University of Molise, UOC Laboratorio Analisi P.O. “A. Cardarelli”, 86100 Campobasso, Italy;
| | - Giuseppe Tirino
- Department of Precision Medicine, Medical Oncology, University of Campania Luigi Vanvitelli, Via Sergio Pansini 5, 80131 Naples, Italy; (M.L.I.); (C.C.M.); (M.D.F.); (L.P.); (G.T.); (C.M.D.C.); (F.D.V.)
| | - Carminia Maria Della Corte
- Department of Precision Medicine, Medical Oncology, University of Campania Luigi Vanvitelli, Via Sergio Pansini 5, 80131 Naples, Italy; (M.L.I.); (C.C.M.); (M.D.F.); (L.P.); (G.T.); (C.M.D.C.); (F.D.V.)
| | - Ciro Imbimbo
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples “Federico II”, 80131 Naples, Italy; (B.B.); (C.I.)
| | - Ferdinando De Vita
- Department of Precision Medicine, Medical Oncology, University of Campania Luigi Vanvitelli, Via Sergio Pansini 5, 80131 Naples, Italy; (M.L.I.); (C.C.M.); (M.D.F.); (L.P.); (G.T.); (C.M.D.C.); (F.D.V.)
| | - Felice Crocetto
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples “Federico II”, 80131 Naples, Italy; (B.B.); (C.I.)
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Xu X, Wang H, Guo Y, Zhang X, Li B, Du P, Liu Y, Lu H. Study Progress of Noninvasive Imaging and Radiomics for Decoding the Phenotypes and Recurrence Risk of Bladder Cancer. Front Oncol 2021; 11:704039. [PMID: 34336691 PMCID: PMC8321511 DOI: 10.3389/fonc.2021.704039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Accepted: 06/30/2021] [Indexed: 12/24/2022] Open
Abstract
Urinary bladder cancer (BCa) is a highly prevalent disease among aged males. Precise diagnosis of tumor phenotypes and recurrence risk is of vital importance in the clinical management of BCa. Although imaging modalities such as CT and multiparametric MRI have played an essential role in the noninvasive diagnosis and prognosis of BCa, radiomics has also shown great potential in the precise diagnosis of BCa and preoperative prediction of the recurrence risk. Radiomics-empowered image interpretation can amplify the differences in tumor heterogeneity between different phenotypes, i.e., high-grade vs. low-grade, early-stage vs. advanced-stage, and nonmuscle-invasive vs. muscle-invasive. With a multimodal radiomics strategy, the recurrence risk of BCa can be preoperatively predicted, providing critical information for the clinical decision making. We thus reviewed the rapid progress in the field of medical imaging empowered by the radiomics for decoding the phenotype and recurrence risk of BCa during the past 20 years, summarizing the entire pipeline of the radiomics strategy for the definition of BCa phenotype and recurrence risk including region of interest definition, radiomics feature extraction, tumor phenotype prediction and recurrence risk stratification. We particularly focus on current pitfalls, challenges and opportunities to promote massive clinical applications of radiomics pipeline in the near future.
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Affiliation(s)
- Xiaopan Xu
- School of Biomedical Engineering, Air Force Medical University, Xi’an, China
| | - Huanjun Wang
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Yan Guo
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Xi Zhang
- School of Biomedical Engineering, Air Force Medical University, Xi’an, China
| | - Baojuan Li
- School of Biomedical Engineering, Air Force Medical University, Xi’an, China
| | - Peng Du
- School of Biomedical Engineering, Air Force Medical University, Xi’an, China
| | - Yang Liu
- School of Biomedical Engineering, Air Force Medical University, Xi’an, China
| | - Hongbing Lu
- School of Biomedical Engineering, Air Force Medical University, Xi’an, China
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The Role of Molecular Imaging in a Muscle-Invasive Bladder Cancer Patient: A Narrative Review in the Era of Multimodality Treatment. Diagnostics (Basel) 2021; 11:diagnostics11050863. [PMID: 34064755 PMCID: PMC8151158 DOI: 10.3390/diagnostics11050863] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 05/04/2021] [Accepted: 05/08/2021] [Indexed: 11/30/2022] Open
Abstract
Diagnostic imaging in bladder cancer plays an important role since it is needed from pretreatment staging to follow-up, but a morphological evaluation performed with both CT and MRI showed low sensitivities and specificities in detecting pathologic lymph nodes, due to the occurrence of false positive results. Implementation of functional information provided by PET/CT could be a determinant in the management of patients with muscle-invasive bladder cancer. A focus on the role of 18F-FDG PET/CT and alternative tracers in patients with muscle-invasive bladder cancer is provided in this analysis in order to outline its potential applications in staging settings and response evaluation after neoadjuvant chemotherapy.
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10
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Song M, Lin J, Song F, Wu D, Qian Z. The value of MR-based radiomics in identifying residual disease in patients with carcinoma in situ after cervical conization. Sci Rep 2020; 10:19890. [PMID: 33199785 PMCID: PMC7670468 DOI: 10.1038/s41598-020-76853-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Accepted: 10/28/2020] [Indexed: 01/08/2023] Open
Abstract
Carcinoma in situ (CIS) of the uterine cervix is a precursor to cervical carcinoma. However, hysterectomy can be avoided in patients who can be treated by cone biopsy. Previous studies have shown that imaging-based approaches allow for the noninvasive visualization of cervical cancer, and radiomics has high accuracy in classifying cancer and predicting treatment outcome for different cancer types. To develop a magnetic resonance (MR)-based radiomics model for identifying residual disease in patients with CIS after cervical conization. Patients who had CIS after conization and finally underwent hysterectomy were collected to comprise a database to establish an imaging model for predicting the residual status after conization. Then, patients who opted for uterine preservation were classified as high-risk or low-risk patients according to the model. The disease-free survival was compared between the different risk groups using the Kaplan–Meier curve. The model built with the Boruta features outperformed the random forest model. Further validation with patients with uterine preservation showed that the patients classified as high risk were more likely to have tumor recurrence/residual disease in the follow-up period. In conclusion, radiomics can be used to identify residual disease in patients with CIS after cervical conization and could have the potential to predict recurrence in patients who opt for uterine preservation.
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Affiliation(s)
- Mengfan Song
- Department of Obstetrics and Gynecology, International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiaotong University , Shanghai, 200030, China.,Shanghai Key Laboratory of Embryo Original Diseases, Shanghai, 200030, China
| | - Jing Lin
- Department of Obstetrics and Gynecology, International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiaotong University , Shanghai, 200030, China.,Shanghai Key Laboratory of Embryo Original Diseases, Shanghai, 200030, China
| | - Fuzhen Song
- Department of Radiology, International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiaotong University , Shanghai, 200030, China
| | - Dan Wu
- Department of Cervical Disease, International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiaotong University School of Medicine, Shanghai, 200030, China. .,Shanghai Key Laboratory of Embryo Original Diseases, Shanghai, 200030, China.
| | - Zhaoxia Qian
- Department of Radiology, International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiaotong University , Shanghai, 200030, China
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11
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Marchioni M, Primiceri G, Delli Pizzi A, Basilico R, Berardinelli F, Mincuzzi E, Castellucci R, Sessa B, Di Nicola M, Schips L. Could Bladder Multiparametric MRI Be Introduced in Routine Clinical Practice? Role of the New VI-RADS Score: Results From a Prospective Study. Clin Genitourin Cancer 2020; 18:409-415.e1. [DOI: 10.1016/j.clgc.2020.03.002] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 03/01/2020] [Accepted: 03/03/2020] [Indexed: 01/17/2023]
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12
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Culp WTN, Johnson EG, Giuffrida MA, Palm CA, Mayhew PD, Kent MS, Rebhun RB, Burton JH. Use of transrectal ultrasonography for assessment of the size and location of prostatic carcinoma in dogs. Am J Vet Res 2020; 80:1012-1019. [PMID: 31644342 DOI: 10.2460/ajvr.80.11.1012] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
OBJECTIVE To evaluate the use of transrectal ultrasonography (TRUS) for the assessment of prostatic tumors in dogs and to compare results for TRUS with results for other imaging modalities. ANIMALS 10 client-owned male dogs. PROCEDURES Client-owned dogs identified with prostatic carcinoma were enrolled. Fluoroscopy, transabdominal ultrasonography (TAUS), TRUS, and MRI were performed on all dogs. Tumor measurements, urethral penetration (identification of abnormal tissue within the urethral lumen), and tumor extension into the urinary tract were recorded for all imaging modalities. Agreement between results for MRI (considered the criterion-referenced standard) and results for other modalities were compared. RESULTS Median body weight of the 10 dogs was 26.3 kg (range, 9.4 to 49.5 kg). No complications were encountered during or after TRUS. Significant moderate to good agreements (intraclass correlation coefficients, 0.60 to 0.86) among TAUS, TRUS, fluoroscopy, and MRI were identified for tumor length and height. Assessments of urethral penetration and tumor extension into the bladder with TRUS did not differ significantly from those made with MRI and were superior in terms of absolute agreement with MRI when compared with those for TAUS. CONCLUSIONS AND CLINICAL RELEVANCE TRUS was successfully and safely used to evaluate prostatic carcinoma in dogs. There was moderate to good agreement with MRI results for tumor height and length measurements, and TRUS was found to be superior to TAUS for some assessments. Transrectal ultrasonography can be considered an adjunctive imaging modality for the performance of prostatic interventional procedures or assessment of response to treatment.
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13
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Xu S, Yao Q, Liu G, Jin D, Chen H, Xu J, Li Z, Wu G. Combining DWI radiomics features with transurethral resection promotes the differentiation between muscle-invasive bladder cancer and non-muscle-invasive bladder cancer. Eur Radiol 2019; 30:1804-1812. [DOI: 10.1007/s00330-019-06484-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 09/19/2019] [Accepted: 10/09/2019] [Indexed: 11/29/2022]
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14
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Wilson C, Moseshvili E, Tacey M, Quin I, Lawrentschuk N, Bolton D, Joon DL, Chao M, Dunshea T, Kron T, Foroudi F. Assessment of Intrafraction Motion of the Urinary Bladder Using Magnetic Resonance Imaging (cineMRI). Clin Oncol (R Coll Radiol) 2019; 32:101-109. [PMID: 31607612 DOI: 10.1016/j.clon.2019.09.056] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 08/06/2019] [Accepted: 08/29/2019] [Indexed: 11/18/2022]
Abstract
AIM To assess the intrafraction motion of the urinary bladder and delineate the appropriate margin size for radiotherapy planning, for both the full and empty bladder. MATERIALS AND METHODS This was a single-site, single-arm study of 20 patients planned to undergo radical cystectomy for histologically confirmed muscle-invasive bladder cancer. Patients underwent magnetic resonance imaging (cineMRI) of the entire pelvis using a 3-Tesla system, prior to cystectomy. Patients first underwent a cineMRI with a full bladder, then voided and underwent a second MRI with an empty bladder. All MRI sequences were acquired over 18 min. We assessed the differences in bladder filling and subsequent bladder wall displacement, between the empty and full bladder, during a time period consistent with radiotherapy treatment delivery. RESULTS Twenty patients underwent cineMRI of the entire pelvis. The maximum mean directional displacements of the bladder walls over the 18 min duration of the scan for the empty bladders were 9.8 mm superiorly, 1.1 mm inferiorly, 2.39 mm anteriorly, 3.73 mm posteriorly, 2.74 mm to the left and 2.48 mm to the right. The maximal mean displacements for the full bladders were 9.2 mm superiorly, 1.1 mm inferiorly, 2.28 mm anteriorly, 1.08 mm posteriorly, 1.85 mm to the left and 1.73 mm to the right. Statistically significant differences were seen in the posterior, left and right displacements but were quantitatively small. CONCLUSIONS Intrafractional motion secondary to bladder filling showed minimal variation between the full and empty bladder. Similar clinical target volume to planning target volume margins can be applied for the delivery of radiotherapy for a full and empty bladder.
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Affiliation(s)
- C Wilson
- Austin Health, Heidelberg, Victoria, Australia.
| | | | - M Tacey
- Austin Health, Heidelberg, Victoria, Australia; Department of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, Victoria, Australia
| | - I Quin
- GenesisCare, Wembley, Western Australia, Australia
| | | | - D Bolton
- Austin Health, Heidelberg, Victoria, Australia
| | - D L Joon
- Austin Health, Heidelberg, Victoria, Australia
| | - M Chao
- Austin Health, Heidelberg, Victoria, Australia
| | - T Dunshea
- Austin Health, Heidelberg, Victoria, Australia; MIA Radiology, Heidelberg, Victoria, Australia
| | - T Kron
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - F Foroudi
- Austin Health, Heidelberg, Victoria, Australia
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15
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Miyake M, Maesaka F, Marugami N, Miyamoto T, Nakai Y, Ohnishi S, Gotoh D, Owari T, Hori S, Morizawa Y, Itami Y, Inoue T, Anai S, Torimoto K, Fujii T, Shimada K, Tanaka N, Fujimoto K. A Potential Application of Dynamic Contrast-Enhanced Magnetic Resonance Imaging Combined with Photodynamic Diagnosis for the Detection of Bladder Carcinoma in Situ: Toward the Future 'MRI-PDD Fusion TURBT'. Diagnostics (Basel) 2019; 9:diagnostics9030112. [PMID: 31487881 PMCID: PMC6787687 DOI: 10.3390/diagnostics9030112] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Revised: 08/30/2019] [Accepted: 09/02/2019] [Indexed: 11/16/2022] Open
Abstract
The detection of carcinoma in situ (CIS) is essential for the management of high-risk non-muscle invasive bladder cancers. Here, we focused on dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) combined with photodynamic diagnosis (PDD) for the detection of CIS. A total of 45 patients undergoing pre-surgical DCE-MRI and PDD-assisted endoscopic surgery accompanied by biopsies of the eight segmentations were analyzed. Immunohistochemical analysis of the biopsies revealed hypervascularity of CIS lesions, a cause of strong submucosal contrast-enhancement. It was found that 56 (16.2%) of 344 biopsies had pathologically proven CIS. In the DCE-MRI, the overall sensitivity and specificity for detecting CIS were 48.2% and 81.9%, respectively. We set out two different combinations of PDD and DCE-MRI for detecting CIS. Combination 1 was positive when either the PDD or DCE-MRI were test-positive. Combination 2 was positive only when both PDD and DCE-MRI were test-positive. The overall sensitivity of combinations 1 and 2 were 75.0% and 37.5%, respectively (McNemar test, vs PDD alone; p = 0.041 and p < 0.001, respectively). However, the specificity was 74.0% and 91.7%, respectively (vs PDD alone; both p < 0.001). Our future goal is to establish 'MRI-PDD fusion transurethral resction of the bladder tumor (TURBT), which could be an effective therapeutic and diagnostic approach in the clinical management of high-risk disease.
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Affiliation(s)
- Makito Miyake
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan.
| | - Fumisato Maesaka
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Nagaaki Marugami
- Department of Radiology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Tatsuki Miyamoto
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Yasushi Nakai
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Sayuri Ohnishi
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Daisuke Gotoh
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Takuya Owari
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Shunta Hori
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Yosuke Morizawa
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Yoshitaka Itami
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Takeshi Inoue
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Satoshi Anai
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Kazumasa Torimoto
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Tomomi Fujii
- Department of Diagnostic Pathology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Keiji Shimada
- Department of Pathology, Nara City Hospital, 1-50-1 Higashi kidera-cho, Nara, Nara 630-8305, Japan
| | - Nobumichi Tanaka
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
| | - Kiyohide Fujimoto
- Department of Urology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan
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16
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Stabile A, Muttin F, Zamboni S, Moschini M, Gandaglia G, Fossati N, Dell’Oglio P, Capitanio U, Cucchiara V, Mazzone E, Bravi CA, Mirone V, Montorsi F, Briganti A. Therapeutic approaches for lymph node involvement in prostate, bladder and kidney cancer. Expert Rev Anticancer Ther 2019; 19:739-755. [DOI: 10.1080/14737140.2019.1659135] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Armando Stabile
- Department of Urology and Division of Experimental Oncology, URI, Urological Research Institute, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Fabio Muttin
- Department of Urology and Division of Experimental Oncology, URI, Urological Research Institute, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Stefania Zamboni
- Klinik für Urologie, Luzerner Kantonsspital, Lucerne, Switzerland
| | - Marco Moschini
- Klinik für Urologie, Luzerner Kantonsspital, Lucerne, Switzerland
| | - Giorgio Gandaglia
- Department of Urology and Division of Experimental Oncology, URI, Urological Research Institute, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Nicola Fossati
- Department of Urology and Division of Experimental Oncology, URI, Urological Research Institute, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Paolo Dell’Oglio
- Department of Urology and Division of Experimental Oncology, URI, Urological Research Institute, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Umberto Capitanio
- Department of Urology and Division of Experimental Oncology, URI, Urological Research Institute, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Vito Cucchiara
- Department of Urology and Division of Experimental Oncology, URI, Urological Research Institute, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Elio Mazzone
- Department of Urology and Division of Experimental Oncology, URI, Urological Research Institute, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Carlo A. Bravi
- Department of Urology and Division of Experimental Oncology, URI, Urological Research Institute, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Vincenzo Mirone
- Department of Urology, University of Federico II of Naples, Naples, Italy
| | - Francesco Montorsi
- Department of Urology and Division of Experimental Oncology, URI, Urological Research Institute, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Alberto Briganti
- Department of Urology and Division of Experimental Oncology, URI, Urological Research Institute, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
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17
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Sushentsev N, Tanner J, Slough RA, Kozlov V, Gill AB, Barrett T. The Effect of Different Drinking and Voiding Preparations on Magnetic Resonance Imaging Bladder Distention in Normal Volunteers and Patients. Can Assoc Radiol J 2018; 69:383-389. [PMID: 30318460 DOI: 10.1016/j.carj.2018.07.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2018] [Revised: 07/12/2018] [Accepted: 07/21/2018] [Indexed: 11/19/2022] Open
Affiliation(s)
- Nikita Sushentsev
- International School "Medicine of the Future", Sechenov First Moscow State Medical University, Moscow, Russia.
| | - James Tanner
- Department of Radiology, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Rhys A Slough
- Department of Radiology, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Vasily Kozlov
- Department of Public Health and Healthcare Organization, Sechenov First Moscow State Medical University, Moscow, Russia
| | - Andrew B Gill
- Department of Radiology, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Tristan Barrett
- International School "Medicine of the Future", Sechenov First Moscow State Medical University, Moscow, Russia; Department of Radiology, Addenbrooke's Hospital, Cambridge, United Kingdom; CamPARI Clinic, Addenbrooke's Hospital and University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
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18
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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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19
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Salminen A, Jambor I, Merisaari H, Ettala O, Virtanen J, Koskinen I, Veskimae E, Sairanen J, Taimen P, Kemppainen J, Minn H, Boström PJ. 11C-acetate PET/MRI in bladder cancer staging and treatment response evaluation to neoadjuvant chemotherapy: a prospective multicenter study (ACEBIB trial). Cancer Imaging 2018; 18:25. [PMID: 30068379 PMCID: PMC6090957 DOI: 10.1186/s40644-018-0158-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 07/18/2018] [Indexed: 12/01/2022] Open
Abstract
Background To evaluate the accuracy of 11C-acetate Positron Emission Tomography/Magnetic Resonance Imaging (PET/MRI) in bladder cancer (BC) staging and monitoring response to neoadjuvant chemotherapy (NAC). Methods Eighteen patients were prospectively enrolled. Fifteen treatment naive patients underwent 11C-acetate PET/MRI before transurethral resection of bladder tumor (TUR-BT) for primary tumor evaluation. Five patients with muscle invasive BC were imaged after NAC and prior to radical cystectomy (RC) with extended pelvic lymph node dissection (ePLND) for NAC treatment response evaluation. Two patients were part of both cohorts. 11C-acetate PET/MRI findings were correlated with histopathology. Accuracy for lymph node detection was evaluated on patient and the ePLND template (10 regions) levels. Results The sensitivity, specificity and accuracy of 11C-acetate PET/MRI for the detection of muscle invasive BC was 1.00, 0.69 and 0.73 while the area under the receiver operating characteristic curve (95% confidence interval) was 0.85 (0.55–1.0), respectively. All five NAC patients underwent chemotherapy as planned and 11C-acetate PET/MRI correctly staged three patients, overstaged one and understaged one patient compared with RC and ePLND findings. A total of 175 lymph node were removed, median of 35 (range, 27–43) per patient in five patients who had RC and ePLND while 12 (7%) harboured metastases. Sensitivity, specificity, accuracy and AUC for N-staging were 0.20, 0.96, 0.80 and 0.58 on the ePLND template (10 regions) level. Conclusions 11C-acetate PET/MRI is feasible for staging of BC although sensitivity for the detection of nodal metastases is low. Monitoring response to NAC shows promise and warrants evaluation in larger studies. Trial registration ClinicalTrials.gov Identifier: NCT01918592, registered August 8 2013
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Affiliation(s)
- Antti Salminen
- Department of Urology, University of Turku and Turku University hospital, Kiinamyllynkatu 4-8, 20520, Turku, Finland. .,Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, USA.
| | - Ivan Jambor
- Department of Radiology, University of Turku and Turku University Hospital, Turku, Finland.,Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Harri Merisaari
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Otto Ettala
- Department of Urology, University of Turku and Turku University hospital, Kiinamyllynkatu 4-8, 20520, Turku, Finland
| | - Johanna Virtanen
- Department of Radiology, University of Turku and Turku University Hospital, Turku, Finland
| | - Ilmari Koskinen
- Department of Urology, University of Helsinki and Helsinki University hospital, Helsinki, Finland
| | - Erik Veskimae
- Department of Urology, University of Tampere and Tampere University hospital, Tampere, Finland
| | - Jukka Sairanen
- Department of Urology, University of Helsinki and Helsinki University hospital, Helsinki, Finland
| | - Pekka Taimen
- Department of Pathology, Institute of Biomedicine, University of Turku and Turku University hospital, Turku, Finland
| | - Jukka Kemppainen
- Department of Clinical Physiology and nuclear imaging, University of Turku and Turku University hospital, Turku, Finland.,Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Heikki Minn
- Department of Oncology and Radiotherapy, University of Turku and Turku University hospital, Turku, Finland.,Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Peter J Boström
- Department of Urology, University of Turku and Turku University hospital, Kiinamyllynkatu 4-8, 20520, Turku, Finland
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20
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Matsushita M, Kitakaze H, Okada K, Minato N, Mori N, Yoshioka T. [OUTCOME OF BLADDER PRESERVATION USING LOW DOSE CHEMORADIATION THERAPY IN PATIENTS WITH LOCALLY INVASIVE BLADDER CANCER]. Nihon Hinyokika Gakkai Zasshi 2018; 109:59-67. [PMID: 31006743 DOI: 10.5980/jpnjurol.109.59] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
(Purpose) We investigated the outcome of selective organ preservation in invasive bladder cancer using chemoradiation therapy. (Patients and method) We examined locally invasive bladder cancer in 60 patients (51 men, 9 women; mean age at treatment 66.1 years) who underwent chemoradiation therapy for bladder preservation in the Department of Urology at Sumitomo Hospital between 2000 and 2015. The clinical stage was T1, T2, T3 and T4 in 4, 24, 17, 4 patients. Our protocol includes transurethral resection of the bladder tumor (TURBT) and 46 Gy radiation (2 Gy/fraction) to the bladder with concurrent cisplatin chemotherapy (20 mg/body/day, 10 days, intravenously). The initial evaluation included urine cytology and transurethral bladder biopsy. If patients developed superficial residual or recurrent cancer, they were treated with TURBT and/or intravesical Bacillus Calmette-Guerin (BCG), while patients with invasive residual or recurrent cancer were advised to undergo a salvage cystectomy. The mean follow-up was 55 months. (Results) The first assessment after the chemoradiation therapy showed that the complete remission rate for evaluable cases was 72% (38/53) and bladder preservation was achieved in 56 patients (93%). The 1-, 3-, and 5-year overall survival rate was 95, 86, and 78%, respectively. The 1-, 3-, and 5-year cancer-specific survival rate was 97, 90, and 85%, respectively. The 5-year patient survival rate with an intact bladder was 68%. Hydronephrosis and cisplatin dose (<200 mg) were independent adverse factors of overall survival in a Cox model (HR 4.5 and 4.1, respectively). (Conclusions) Chemoradiation therapy for invasive bladder cancer can achieve similar survival rate to those in patients treated with radical cystectomy, and enable the majority of patients to preserve the bladder.
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Affiliation(s)
| | | | | | | | - Naoki Mori
- Department of Urology, Sumitomo Hospital
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21
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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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22
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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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23
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Magnetic nanoformulations for prostate cancer. Drug Discov Today 2017; 22:1233-1241. [PMID: 28526660 DOI: 10.1016/j.drudis.2017.04.018] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Revised: 04/19/2017] [Accepted: 04/26/2017] [Indexed: 12/11/2022]
Abstract
Magnetic nanoparticles (MNPs) play a vital role for improved imaging applications. Recently, a number of studies demonstrate MNPs can be applied for targeted delivery, sustained release of therapeutics, and hyperthermia. Based on stable particle size and shape, biocompatibility, and inherent contrast enhancement characteristics, MNPs have been encouraged for pre-clinical studies and human use. As a theranostic platform development, MNPs need to balance both delivery and imaging aspects. Thus, this review provides significant insight and advances in the theranostic role of MNPs through the documentation of unique magnetic nanoparticles used in prostate cancer, their interaction with prostate cancer cells, in vivo fate, targeting, and biodistribution. Specific and custom-made applications of various novel nanoformulations in prostate cancer are discussed.
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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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The surgical management of patients with clinical stage T4 bladder cancer: A single institution experience. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2016; 43:808-814. [PMID: 27720312 DOI: 10.1016/j.ejso.2016.08.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Revised: 08/11/2016] [Accepted: 08/25/2016] [Indexed: 11/22/2022]
Abstract
INTRODUCTION Patients with clinical T4 (cT4) bladder cancer (BCa) infrequently undergo radical cystectomy (RC). We investigated the reliability of preoperative clinical staging, perioperative and survival outcomes in patients treated with RC due to cT4a-b BCa disease at a single tertiary care institution. METHODS The study relied on 917 BCa patients treated with RC and pelvic lymph node dissection (PLND) at a single institution between January 1995 and December 2012. We compared the accuracy of the clinical assessment with final pathology results. Moreover, we evaluated perioperative outcomes, complication rates and survival after surgery. RESULTS The median follow-up was 62 months. Overall, 74 (8.1%) patients presented cT4 stage at preoperative evaluation. Conversely, a pathological T4 disease was confirmed only in 68.9% patients staged initially as cT4. No differences were recorded in complications, 30 days readmission or 30 days death rates between cT1-T3 vs. cT4a vs. cT4b (p > 0.1). At multivariable Cox regression analyses predicting cancer specific mortality, clinical T4 stage vs. clinical T1-2, clinical T3 stage vs. clinical T1-2 and age were predictors of worst survival after RC (all p < 0.04). CONCLUSIONS We recorded poor concordance between preoperative imaging and pathology in cT4 patients. No differences in major perioperative outcomes and acceptable survival expectancies were reported in patients treated for cT4 disease.
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Kubota Y, Nakaigawa N. Essential content of evidence-based clinical practice guidelines for bladder cancer: The Japanese Urological Association 2015 update. Int J Urol 2016; 23:640-5. [PMID: 27374472 DOI: 10.1111/iju.13141] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2015] [Accepted: 05/12/2016] [Indexed: 11/29/2022]
Abstract
The Japanese Urological Association revised the clinical practice guidelines for bladder cancer in April 2015. This was the first update carried out in the 6 years since the development of the initial clinical practice guidelines for bladder cancer in 2009. The descriptive content was revised, and additions were made with a focus on new-found evidence and advances in the latest medical practices, and on the basis of the increasingly aging population observed in the underlying social context in Japan. An algorithm for the treatment of bladder cancer has been presented as a new trial. In the present article, we will introduce the essential contents and clinical questions that address the present revisions.
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Affiliation(s)
- Yoshinobu Kubota
- Department of Urology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Noboru Nakaigawa
- Department of Urology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
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Prognostic value of computed tomography before radical cystectomy in patients with invasive bladder cancer: imaging predicts survival. World J Urol 2015; 34:569-76. [DOI: 10.1007/s00345-015-1654-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2015] [Accepted: 07/24/2015] [Indexed: 11/25/2022] Open
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Abstract
Urology, as a specialty, has always been at the forefront of innovation and research. Newer technologies have been rapidly embraced and, in many cases, improved upon in order to achieve better patient outcomes. This review addresses the possible future directions that technological advances in urology may take. The role of further miniaturization of urolithiasis treatment, robotic surgery and other minimally invasive techniques is addressed. The potential for enhanced imaging and diagnostic techniques like magnetic resonance imaging and ultrasonography modifications, as well as the potential applications of nanotechnology and tissue engineering, are reviewed. This article is based on the Dr. Sitharaman Best Essay award of the Urological Society of India for 2013.
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Affiliation(s)
- Vivek Venkatramani
- Department of Urology, Christian Medical College, Vellore, Tamil Nadu, India
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Yoshida S, Koga F, Masuda H, Fujii Y, Kihara K. Role of diffusion-weighted magnetic resonance imaging as an imaging biomarker of urothelial carcinoma. Int J Urol 2014; 21:1190-200. [DOI: 10.1111/iju.12587] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2014] [Accepted: 07/04/2014] [Indexed: 01/19/2023]
Affiliation(s)
- Soichiro Yoshida
- Department of Urology; Tokyo Medical and Dental University Graduate School; Tokyo Japan
| | - Fumitaka Koga
- Department of Urology; Tokyo Metropolitan Cancer and Infectious Diseases Center; Komagome Hospital; Tokyo Japan
| | - Hitoshi Masuda
- Department of Urology; Cancer Institute Hospital; Japanese Foundation for Cancer Research; Tokyo Japan
| | - Yasuhisa Fujii
- Department of Urology; Tokyo Medical and Dental University Graduate School; Tokyo Japan
| | - Kazunori Kihara
- Department of Urology; Tokyo Medical and Dental University Graduate School; Tokyo Japan
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Shariat SF, Passoni N, Bagrodia A, Rachakonda V, Xylinas E, Robinson B, Kapur P, Sagalowsky AI, Lotan Y. Prospective evaluation of a preoperative biomarker panel for prediction of upstaging at radical cystectomy. BJU Int 2013; 113:70-6. [DOI: 10.1111/bju.12343] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Shahrokh F. Shariat
- Department of Urology; Medical University of Vienna; Vienna General Hospital; Vienna Austria
| | - Niccolo Passoni
- Department of Urology; Weill Cornell Medical College; New York Presbyterian Hospital; New York NY USA
| | - Aditya Bagrodia
- Department of Urology; University of Texas Southwestern Medical Center Dallas; Dallas TX USA
| | - Varun Rachakonda
- Department of Urology; University of Texas Southwestern Medical Center Dallas; Dallas TX USA
| | - Evanguelos Xylinas
- Department of Urology; Weill Cornell Medical College; New York Presbyterian Hospital; New York NY USA
| | - Brian Robinson
- Department of Pathology; Weill Cornell Medical College; New York Presbyterian Hospital; New York NY USA
| | - Payal Kapur
- Department of Pathology; University of Texas Southwestern Medical Center Dallas; Dallas TX USA
| | - Arthur I. Sagalowsky
- Department of Urology; University of Texas Southwestern Medical Center Dallas; Dallas TX USA
| | - Yair Lotan
- Department of Urology; University of Texas Southwestern Medical Center Dallas; Dallas TX USA
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Development of Magnetic Nanoparticles for Cancer Gene Therapy: A Comprehensive Review. ACTA ACUST UNITED AC 2013. [DOI: 10.1155/2013/646284] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Since they were first proposed as nonviral transfection agents for their gene-carrying capacity, magnetic nanoparticles have been studied thoroughly, both in vitro and in vivo. Great effort has been made to manufacture biocompatible magnetic nanoparticles for use in the theragnosis of cancer and other diseases. Here we survey recent advances in the study of magnetic nanoparticles, as well as the polymers and other coating layers currently available for gene therapy, their synthesis, and bioconjugation processes. In addition, we review several gene therapy models based on magnetic nanoparticles.
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Magnetic resonance and computed tomography in pediatric urology: an imaging overview for current and future daily practice. Radiol Clin North Am 2013; 51:583-98. [PMID: 23830787 DOI: 10.1016/j.rcl.2013.03.004] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The main imaging modality of the urinary tract in children is ultrasound. When further cross-sectional morphologic examination and/or functional evaluation is required, magnetic resonance (MR) imaging is the logical and optimal second step, particularly in pediatric patients. There are two main exceptions to this. The first one is when after an ultrasound, additional diagnostic imaging for urolithiasis is needed. The second one involves severe polytrauma, including blunt abdominal trauma. In this review, an overview of the MR imaging and computed tomography examinations important for current and future daily pediatric uroradiologic practice is presented.
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Abstract
Imaging for urothelial cancer, particularly that located in the bladder, has generally been based on computed tomography (CT). However in more recent times the role of positron emission tomography-CT (PET-CT) has emerged and increasingly magnetic resonance (MR) imaging has become utilised. This concise review will outline the role of these modalities when dealing with muscle-invasive bladder cancer (MIBC).
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Donaldson SB, Bonington SC, Kershaw LE, Cowan R, Lyons J, Elliott T, Carrington BM. Dynamic contrast-enhanced MRI in patients with muscle-invasive transitional cell carcinoma of the bladder can distinguish between residual tumour and post-chemotherapy effect. Eur J Radiol 2013; 82:2161-8. [PMID: 24034835 DOI: 10.1016/j.ejrad.2013.08.008] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2013] [Revised: 07/26/2013] [Accepted: 08/01/2013] [Indexed: 10/26/2022]
Abstract
INTRODUCTION Treatment of muscle-invasive bladder cancer with chemotherapy results in haemorrhagic inflammation, mimicking residual tumour on conventional MR images and making interpretation difficult. The aim of this study was to use dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) to estimate descriptive and tracer kinetic parameters post-neoadjuvant chemotherapy and to investigate whether parameters differed in areas of residual tumour and chemotherapy-induced haemorrhagic inflammation (treatment effect, Tr-Eff). METHODS AND MATERIALS Twenty-one patients underwent DCE-MRI scans with 2.5s temporal resolution before and following neoadjuvant chemotherapy. Regions-of-interest (ROIs) were defined in areas suspicious of residual tumour on T2-weighted MRI scans. Data were analysed semi-quantitatively and with a two-compartment exchange model to obtain parameters including relative signal intensity (rSI80s) and plasma perfusion (Fp) respectively. The bladder was subsequently examined histologically after cystectomy for evidence of residual tumour and/or Tr-Eff. Differences in parameters measured in areas of residual tumour and Tr-Eff were examined using Student's t-test. RESULTS Twenty-four abnormal sites were defined after neoadjuvant chemotherapy. On pathology, 10 and 14 areas were identified as residual tumour and Tr-Eff respectively. Median rSI80s and Fp were significantly higher in areas of residual tumour than Tr-Eff (rSI80s = 2.9 vs 1.7, p < 0.001; Fp = 20.7 vs 9.1 ml/100ml/min, p = 0.03). The sensitivity and specificity for differentiating residual tumour from Tr-Eff were 70% and 100% (rSI80s), 60% and 86% (Fp), and 75% and 100% when combined. CONCLUSION DCE-MRI parameters obtained post-treatment are capable of distinguishing between residual tumour and treatment effect in patients treated for bladder cancer with neoadjuvant chemotherapy.
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Affiliation(s)
- Stephanie B Donaldson
- School of Cancer and Enabling Sciences, University of Manchester, Oxford Road, Manchester M13 9PL, UK; Christie Medical Physics and Engineering, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.
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Lista F, Andrés G, Cáceres F, Ramón de Fata F, Rodríguez-Barbero J, Angulo J. Evaluation of risk of muscle invasion, perivesical and/or lymph node affectation by diffusion-weighted magnetic nuclear resonance in the patient who is a candidate for radical cystectomy. Actas Urol Esp 2013; 37:419-24. [PMID: 23773823 DOI: 10.1016/j.acuro.2013.04.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2013] [Accepted: 04/17/2013] [Indexed: 01/01/2023]
Abstract
INTRODUCTION Preoperative staging of bladder cancer using imaging methods has serious limitations. The accuracy of the abdominal diffusion-weighted magnetic resonance (DW-MRI) to predict residual muscle invasion, perivesical and/or lymph node affectation in the cystectomy specimen is evaluated. MATERIAL AND METHODS A prospective study was performed on 20 patients with high grade muscle invasive bladder cancer who received transurethral resection of the bladder (TURB) in a period of <1 month. The DW-MRI was performed before the radical cystectomy and the radiologist predicted muscle invasion, extravesical affectation and lymph node affectation, being blind to the histopathological study. Sensitivity (S), specificity (sp), positive predictive value (PPV), negative predictive value (NPV) and accuracy (Ac) of the test were analyzed. The medians of the apparent diffusion coefficient (ADC) value (Mann-Whitney) were compared and the ROC curves study for DW-MRI and ADC was carried out. RESULTS Distribution by categories was: pT0 1(5%), pT1 6(30%), pT2 2(10%), pT3 8(40%) and pT4 3(15%). There was agreement in the T-pT assignment in 17(85%). In 7(35%) there was lymph node affectation (pN1-2). Consistency of the DW-MRI for muscle affectation was k=.89 (CI .67-1; S=1.0, Sp=,86, PPV=.93, NPV=1.0, Ac=.95), for perivesical fat affectation k=.6 (CI .25-.95; S=.8, Sp=.8, PPV=.8, NPV=.8, Ac=.8) and for lymph node affectation k=.89 (CI .67-1; S=.86, Sp=1.0, PPV=1.0, NPV=.93, Ac=.95). Mean value of ADC was greater in G2 tumors (OMS1987) compared to G3 (p=.08). Evaluation of DW-MRI imaging and ADC numerical value showed equivalent areas under the curve for muscle (.93 and .9; Z=.7), fat (.8 and .91; Z=.31) and lymph node (.93 and .97; Z=.36) affectation, respectively. CONCLUSIONS DW-MRI allows for good pre-operative evaluation of the patient who is a candidate for cystectomy, especially for the prediction of muscle (<pT2 vs ≥pT2) and/or lymph node (N0 vs N1-2) affectation. Both are key points to choice the therapeutic attitude after the bladder TURB. Furthermore, the ADC coefficient also predicts tumor differentiation grade.
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Die „likelihood ratio“. Urologe A 2013; 52:982-5. [DOI: 10.1007/s00120-013-3145-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Current Staging Procedures in Urinary Bladder Cancer. Diagnostics (Basel) 2013; 3:315-24. [PMID: 26824925 PMCID: PMC4665464 DOI: 10.3390/diagnostics3030315] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2013] [Revised: 06/13/2013] [Accepted: 06/18/2013] [Indexed: 01/20/2023] Open
Abstract
Currently computed tomography (CT) represents the most widely used standard imaging modality in muscle-invasive urinary bladder cancer. Visualization of local tumor or depth of invasion as well as lymph node staging, however, is often impaired. Magnetic resonance imaging (MRI) with diffusion-weighted sequences, determination of apparent diffusion coefficient (ADC) values or utilization of superparamagnetic iron nanoparticles potentially exhibits advantages in the assessment of local tumor or lymph node involvement and therefore might play a role in routine staging of urinary bladder cancer in the future. Likewise, positron emission tomography (PET) with the currently utilized tracers 18F-FDG, 11C-choline and 11C-acetate is investigated in bladder cancer patients—mostly in combination with diagnostic CT. Although promising results could be obtained for these PET/CT examinations in smaller series, their true value cannot be determined at present.
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Abstract
Computed tomography (CT) represents the current standard imaging modality in muscle invasive bladder cancer; however, local tumor and lymph node staging is often impaired. Magnetic resonance imaging (MRI) with diffusion-weighted sequences, determination of apparent diffusion coefficient (ADC) values or utilization of supraparamagnetic iron nanoparticles potentially exhibits advantages in the assessment of local tumor and lymph node involvement and therefore might play a role in the staging of bladder tumor in the future. Likewise, positron emission tomography (PET) with the currently used tracers (18)F fluorodeoxyglucose ((18)F-FDG), (11)C-choline and (11)C-acetate is being investigated in bladder cancer patients, mostly in combination with diagnostic CT. Although promising results could be obtained for PET/CT investigations to some extent, the true value cannot be determined at present.
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Affiliation(s)
- T Maurer
- Urologische Klinik und Poliklinik, Technische Universität München, Klinikum rechts der Isar, Ismaninger Straße 22, 81675 München, Deutschland.
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