1
|
Chang TC, Shkolyar E, Del Giudice F, Eminaga O, Lee T, Laurie M, Seufert C, Jia X, Mach KE, Xing L, Liao JC. Real-time Detection of Bladder Cancer Using Augmented Cystoscopy with Deep Learning: a Pilot Study. J Endourol 2023. [PMID: 37432899 DOI: 10.1089/end.2023.0056] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/13/2023] Open
Abstract
BACKGROUND Detection of bladder tumors under white light cystoscopy (WLC) is challenging yet impactful on treatment outcomes. Artificial intelligence (AI) holds the potential to improve tumor detection; however, its application in the real-time setting remains unexplored. AI has been applied to previously recorded images for post hoc analysis. In this study, we evaluate the feasibility of real-time AI integration during clinic cystoscopy and transurethral resection of bladder tumor (TURBT) on live, streaming video. METHODS Patients undergoing clinic flexible cystoscopy and TURBT were prospectively enrolled. A real-time alert device system (real-time CystoNet) was developed and integrated with standard cystoscopy towers. Streaming videos were processed in real time to display alert boxes in sync with live cystoscopy. The per-frame diagnostic accuracy was measured. RESULTS AND LIMITATIONS Real-time CystoNet was successfully integrated in the operating room during TURBT and clinic cystoscopy in 50 consecutive patients. There were 55 procedures that met the inclusion criteria for analysis including 21 clinic cystoscopies and 34 TURBTs. For clinic cystoscopy, real-time CystoNet achieved per-frame tumor specificity of 98.8% with a median error rate of 3.6% (range: 0 - 47%) frames per cystoscopy. For TURBT, the per-frame tumor sensitivity was 52.9% and the per-frame tumor specificity was 95.4% with an error rate of 16.7% for cases with pathologically confirmed bladder cancers. CONCLUSIONS The current pilot study demonstrates the feasibility of using a real-time AI system (real-time CystoNet) during cystoscopy and TURBT to generate active feedback to the surgeon. Further optimization of CystoNet for real-time cystoscopy dynamics may allow for clinically useful AI-augmented cystoscopy.
Collapse
Affiliation(s)
- Timothy Chan Chang
- Stanford University School of Medicine, Department of Urology, 453 Quarry Road, Urology - 5656, Palo Alto, California, United States, 94304;
| | - Eugene Shkolyar
- Stanford University School of Medicine, 10624, Urology, 300 Pasteur Dr, Stanford, California, United States, 94305;
| | - Francesco Del Giudice
- Sapienza Rome University, Department of Maternal-Child and Urological Sciences, Rome, Italy;
| | - Okyaz Eminaga
- Stanford University School of Medicine, 10624, Urology, Stanford, California, United States;
| | - Timothy Lee
- Stanford University School of Medicine, 10624, Urology, Stanford, California, United States;
| | - Mark Laurie
- Stanford University School of Medicine, 10624, Urology, Stanford, California, United States;
| | - Caleb Seufert
- Stanford University School of Medicine, 10624, Urology, Stanford, California, United States;
| | - Xiao Jia
- Stanford University School of Medicine, 10624, Radiation Oncology, Stanford, California, United States;
| | - Kathleen E Mach
- Stanford University School of Medicine, Urology, Stanford, California, United States;
| | - Lei Xing
- Stanford University School of Medicine, 10624, Radiation Oncology, Stanford, California, United States;
| | - Joseph C Liao
- Stanford, Urology, 300 Pasteur Dr., S-287, Stanford, California, United States, 94305-5118;
| |
Collapse
|
2
|
Eminaga O, Lee TJ, Ge J, Shkolyar E, Laurie M, Long J, Hockman LG, Liao JC. Conceptual framework and documentation standards of cystoscopic media content for artificial intelligence. J Biomed Inform 2023; 142:104369. [PMID: 37088456 PMCID: PMC10643098 DOI: 10.1016/j.jbi.2023.104369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Revised: 04/03/2023] [Accepted: 04/18/2023] [Indexed: 04/25/2023]
Abstract
BACKGROUND The clinical documentation of cystoscopy includes visual and textual materials. However, the secondary use of visual cystoscopic data for educational and research purposes remains limited due to inefficient data management in routine clinical practice. METHODS A conceptual framework was designed to document cystoscopy in a standardized manner with three major sections: data management, annotation management, and utilization management. A Swiss-cheese model was proposed for quality control and root cause analyses. We defined the infrastructure required to implement the framework with respect to FAIR (findable, accessible, interoperable, reusable) principles. We applied two scenarios exemplifying data sharing for research and educational projects to ensure compliance with FAIR principles. RESULTS The framework was successfully implemented while following FAIR principles. The cystoscopy atlas produced from the framework could be presented in an educational web portal; a total of 68 full-length qualitative videos and corresponding annotation data were sharable for artificial intelligence projects covering frame classification and segmentation problems at case, lesion, and frame levels. CONCLUSION Our study shows that the proposed framework facilitates the storage of visual documentation in a standardized manner and enables FAIR data for education and artificial intelligence research.
Collapse
Affiliation(s)
- Okyaz Eminaga
- Department of Urology, Stanford University School of Medicine, Stanford, USA; Center for Artificial Intelligence and Medical Imaging, Stanford University School of Medicine, Stanford, CA, USA.
| | - Timothy Jiyong Lee
- Department of Urology, Stanford University School of Medicine, Stanford, USA
| | - Jessie Ge
- Department of Urology, Stanford University School of Medicine, Stanford, USA
| | - Eugene Shkolyar
- Department of Urology, Stanford University School of Medicine, Stanford, USA
| | - Mark Laurie
- Department of Urology, Stanford University School of Medicine, Stanford, USA
| | - Jin Long
- Center for Artificial Intelligence and Medical Imaging, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Joseph C Liao
- Department of Urology, Stanford University School of Medicine, Stanford, USA; Center for Artificial Intelligence and Medical Imaging, Stanford University School of Medicine, Stanford, CA, USA.
| |
Collapse
|
3
|
Eminaga O, Lee TJ, Ge J, Shkolyar E, Laurie M, Long J, Hockman LG, Liao JC. Conceptual Framework and Documentation Standards of Cystoscopic Media Content for Artificial Intelligence. ARXIV 2023:arXiv:2301.05991v2. [PMID: 36713258 PMCID: PMC9882574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND The clinical documentation of cystoscopy includes visual and textual materials. However, the secondary use of visual cystoscopic data for educational and research purposes remains limited due to inefficient data management in routine clinical practice. METHODS A conceptual framework was designed to document cystoscopy in a standardized manner with three major sections: data management, annotation management, and utilization management. A Swiss-cheese model was proposed for quality control and root cause analyses. We defined the infrastructure required to implement the framework with respect to FAIR (findable, accessible, interoperable, re-usable) principles. We applied two scenarios exemplifying data sharing for research and educational projects to ensure the compliance with FAIR principles. RESULTS The framework was successfully implemented while following FAIR principles. The cystoscopy atlas produced from the framework could be presented in an educational web portal; a total of 68 full-length qualitative videos and corresponding annotation data were sharable for artificial intelligence projects covering frame classification and segmentation problems at case, lesion and frame levels. CONCLUSION Our study shows that the proposed framework facilitates the storage of the visual documentation in a standardized manner and enables FAIR data for education and artificial intelligence research.
Collapse
Affiliation(s)
- Okyaz Eminaga
- Department of Urology, Stanford University School of Medicine, Stanford
- Center for Artificial Intelligence and Medical Imaging, Stanford University School of Medicine, Stanford, CA
| | | | - Jessie Ge
- Department of Urology, Stanford University School of Medicine, Stanford
| | - Eugene Shkolyar
- Department of Urology, Stanford University School of Medicine, Stanford
| | - Mark Laurie
- Department of Urology, Stanford University School of Medicine, Stanford
| | - Jin Long
- Center for Artificial Intelligence and Medical Imaging, Stanford University School of Medicine, Stanford, CA
| | | | - Joseph C. Liao
- Department of Urology, Stanford University School of Medicine, Stanford
- Center for Artificial Intelligence and Medical Imaging, Stanford University School of Medicine, Stanford, CA
| |
Collapse
|
4
|
Zhang C, Zhao J, Wang W, Geng H, Wang Y, Gao B. Current advances in the application of nanomedicine in bladder cancer. Biomed Pharmacother 2023; 157:114062. [PMID: 36469969 DOI: 10.1016/j.biopha.2022.114062] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 11/22/2022] [Accepted: 12/01/2022] [Indexed: 12/03/2022] Open
Abstract
Bladder cancer is the most common malignant tumor of the urinary system, however there are several shortcomings in current diagnostic and therapeutic measures. In terms of diagnosis, the diagnostic tools currently available are not sufficiently sensitive and specific, and imaging is poor, leading to misdiagnosis and missed diagnoses, which can delay treatment. In terms of treatment, current treatment options include surgery, chemotherapy, immunotherapy, gene therapy, and other emerging treatments, as well as combination therapies. However, the main reasons for poor efficacy and side effects during treatment are the lack of specificity and targeting, improper dose control of drugs and photosensitizers, damage to normal cells while attacking cancer cells, and difficulty in delivering siRNA to cancer cells. Nanomedicine is an emerging approach. Among the many nanotechnologies applied in the medical field, nanocarrier-assisted drug delivery systems have attracted extensive research interest due to their great translational value. Well-designed nanoparticles can deliver agents or drugs to specific cell types within target organs through active targeting or passive targeting (enhanced permeability and retention), which allows for imaging, diagnosis, as well as treatment of cancer. This paper reviews advances in the application of various nanocarriers and their advantages and drawbacks, with a focus on their use in the diagnosis and treatment of bladder cancer.
Collapse
Affiliation(s)
- Chi Zhang
- Department of Urology, The First Hospital of Jilin University, Changchun 130021, China
| | - Jiang Zhao
- Department of Urology, The First Hospital of Jilin University, Changchun 130021, China
| | - Weihao Wang
- Department of Plastic and Reconstructive Surgery, The First Hospital of Jilin University, Changchun 130021, China
| | - Huanhuan Geng
- Department of Urology, The First Hospital of Jilin University, Changchun 130021, China
| | - Yinzhe Wang
- Department of Urology, The First Hospital of Jilin University, Changchun 130021, China
| | - Baoshan Gao
- Department of Urology, The First Hospital of Jilin University, Changchun 130021, China.
| |
Collapse
|
5
|
Hao H, Wang X, Qin Y, Ma Z, Yan P, Liu C, Chen G, Yang X. Ex vivo near-infrared targeted imaging of human bladder carcinoma by ICG-anti-CD47. Front Oncol 2023; 13:1083553. [PMID: 36937442 PMCID: PMC10014561 DOI: 10.3389/fonc.2023.1083553] [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: 10/29/2022] [Accepted: 02/17/2023] [Indexed: 03/05/2023] Open
Abstract
Objective The low detection rate of early-stage and small tumors remains a clinical challenge. A solution to this unmet need is urgently warranted for the accurate diagnosis and treatment of bladder cancer (BC). This study aimed to evaluate the feasibility of CD47 as a target for optical molecular imaging of human BC and conduct preliminary ex vivo imaging experiments. Method Using indocyanine green (ICG) and a CD47 antibody (anti-CD47), we synthesized a new targeted fluorescent probe ICG-anti-CD47. A total of 25 patients undergoing radical cystectomy were prospectively included in ex vivo imaging experiments. Following surgery, the freshly isolated bladder specimens were incubated with ICG-anti-CD47, and images were captured under white light and near-infrared (NIR) light. Standard histopathologic evaluation was performed, and findings were correlated with those of CD47-targeted NIR molecular imaging. Results Based on the ex vivo imaging experiments, 23 and 2 patients were pathologically diagnosed with bladder urothelial carcinoma and bladder squamous cell carcinoma, respectively. There were no adverse effects of ICG-anti-CD47 on the histological structure of the tumor and normal uroepithelium. In the NIR grayscale images, the mean fluorescence intensity of the tumor tissue was significantly higher than that of the adjacent normal background tissue, which markedly improved tumor visualization. Conclusion Anti-CD47-targeted NIR molecular imaging may be a feasible and powerful strategy for the accurate diagnosis of BC. Nevertheless, larger-scale randomized trials are warranted to verify the present findings.
Collapse
Affiliation(s)
- Haifeng Hao
- Department of Urology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Xinyu Wang
- School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin, China
| | - Yan Qin
- Department of Gastroenterology, Shanxi Provincial People’s Hospital, Taiyuan, China
| | - Zhifang Ma
- Department of Urology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Pengyu Yan
- Department of Urology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Chao Liu
- Department of Urology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Guanying Chen
- School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin, China
- *Correspondence: Xiaofeng Yang, ; Guanying Chen,
| | - Xiaofeng Yang
- Department of Urology, First Hospital of Shanxi Medical University, Taiyuan, China
- *Correspondence: Xiaofeng Yang, ; Guanying Chen,
| |
Collapse
|
6
|
Epshtein Y, Blau R, Pisarevsky E, Koshrovski-Michael S, Ben-Shushan D, Pozzi S, Shenbach-Koltin G, Fridrich L, Buzhor M, Krivitsky A, Dey P, Satchi-Fainaro R. Polyglutamate-based nanoconjugates for image-guided surgery and post-operative melanoma metastases prevention. Theranostics 2022; 12:6339-6362. [PMID: 36168618 PMCID: PMC9475454 DOI: 10.7150/thno.72941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 07/21/2022] [Indexed: 01/01/2023] Open
Abstract
Rationale: Cutaneous melanoma is the most aggressive and deadliest of all skin malignancies. Complete primary tumor removal augmented by advanced imaging tools and effective post-operative treatment is critical in the prevention of tumor recurrence and future metastases formation. Methods: To meet this challenge, we designed novel polymeric imaging and therapeutic systems, implemented in a two-step theranostic approach. Both are composed of the biocompatible and biodegradable poly(α,L-glutamic acid) (PGA) nanocarrier that facilitates extravasation-dependent tumor targeting delivery. The first system is a novel, fluorescent, Turn-ON diagnostic probe evaluated for the precise excision of the primary tumor during image-guided surgery (IGS). The fluorescence activation of the probe occurs via PGA degradation by tumor-overexpressed cathepsins that leads to the separation of closely-packed, quenched FRET pair. This results in the emission of a strong fluorescence signal enabling the delineation of the tumor boundaries. Second, therapeutic step is aimed to prevent metastases formation with minimal side effects and maximal efficacy. To that end, a targeted treatment containing a BRAF (Dabrafenib - mDBF)/MEK (Selumetinib - SLM) inhibitors combined on one polymeric platform (PGA-SLM-mDBF) was evaluated for its anti-metastatic, preventive activity in combination with immune checkpoint inhibitors (ICPi) αPD1 and αCTLA4. Results: IGS in melanoma-bearing mice led to a high tumor-to-background ratio and reduced tumor recurrence in comparison with mice that underwent surgery under white light (23% versus 33%, respectively). Adjuvant therapy with PGA-SLM-mDBF combined with ICPi, was well-tolerated and resulted in prolonged survival and prevention of peritoneal and brain metastases formation in BRAF-mutated melanoma-bearing mice. Conclusions: The results reveal the great clinical potential of our PGA-based nanosystems as a tool for holistic melanoma treatment management.
Collapse
Affiliation(s)
- Yana Epshtein
- Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Rachel Blau
- Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, Mail Code 0448, La Jolla, CA 92093-0448
| | - Evgeni Pisarevsky
- Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Shani Koshrovski-Michael
- Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Dikla Ben-Shushan
- Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Sabina Pozzi
- Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Gal Shenbach-Koltin
- Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Lidar Fridrich
- Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Marina Buzhor
- Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Adva Krivitsky
- Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Pradip Dey
- Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Ronit Satchi-Fainaro
- Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| |
Collapse
|
7
|
Wang L, Wu D, Wu S, Liu Y, Tan X, Liu Y, Wu Z, Wang Q, He X. The Effect of Narrative Nursing Intervention on Shame in Elderly Patients with Bladder Cancer after Ileal Bladder Replacement: A Cohort Study. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:4299919. [PMID: 35813418 PMCID: PMC9262506 DOI: 10.1155/2022/4299919] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 05/11/2022] [Accepted: 05/30/2022] [Indexed: 12/29/2022]
Abstract
Background The standard treatment for bladder cancer (BC) is transurethral resection (TURBt), intravesical chemotherapy, and regular follow-up cystoscopy after surgery. However, some patients experience relapse or progression. Narrative care refers to a nursing model in which nurses put themselves into the patient's position through communication and listening, thereby alleviating the patient's negative emotions. This study analyzed narrative nursing interventions in elderly patients with BC after vesicoileal replacement. Objective To explore the positive stimulating effect of narrative nursing intervention on the sense of shame in elderly patients with bladder cancer (BC) after ileal bladder replacement. Methods A total of 60 elderly patients with BC who went through ileal replacement of the bladder from February 2019 to April 2021 in our hospital were enrolled. The patients were divided into the control group and the study group by the arbitrary number table method. The former group received routine care, and the latter group received a narrative nursing intervention model. The nursing satisfaction, stigma score, self-care ability score, SAS score, SDS score, and quality of life score were compared. Results First, we compared the nursing satisfaction. In the research group, 23 cases were very satisfied, 6 cases were satisfied, and 1 case was normal, and the satisfaction rate was 100.00%. In the control group, 13 cases were very satisfied, 8 cases were satisfied, 4 cases were general, and 5 cases were dissatisfied, with a satisfaction rate of 83.33%. The nursing satisfaction of the research group was significantly higher compared to that of the control group (P < 0.05). Secondly, we compared the stigma scores. The stigma scores of the study group at the time of discharge, 1 month, 3 months, and 6 months after discharge were lower compared to those of the control group (P < 0.05). In terms of the scores of self-care ability, the total scores of self-concept, self-care responsibility, self-care knowledge, self-care skills, and self-care ability of the research group were higher compared to those of the control group (P < 0.05). With regard to SAS scores, before nursing, there was no significant difference exhibited (P > 0.05). After nursing, the patient's SAS score decreased. Compared with the two groups, the SAS scores of the study group at discharge, 1 month, 3 months, and 6 months after discharge were all lower (P < 0.05). In terms of SDS score, there was no significant difference before nursing (P > 0.05). After nursing, the SDS scores of patients decreased. Compared between the two groups, the SDS scores of the study group at the time of discharge, 1 month, 3 months, and 6 months after discharge were lower (P < 0.05). Finally, we compared the life quality scores. Before nursing, there was no significant difference exhibited (P > 0.05). After nursing, the scores of life quality of patients improved. Compared with the two groups, the physical function, psychological function, social function, and healthy self-cognition scores of the research group were all lower compared to those of the control group (P < 0.05). Conclusion Narrative nursing can reduce anxiety and depression in elderly patients with BC after ileal replacement of the bladder, enhance the quality of life, reduce the patient's stigma, and play a positive motivating role. This nursing model is worthy of promotion in clinic.
Collapse
Affiliation(s)
- Lang Wang
- Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Dan Wu
- Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Shufang Wu
- Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Ya Liu
- Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Xiaoxi Tan
- Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Yun Liu
- Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Ziyuan Wu
- Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Qian Wang
- Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Xiachan He
- Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| |
Collapse
|
8
|
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: 34] [Impact Index Per Article: 8.5] [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. ![]()
Collapse
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.
| |
Collapse
|
9
|
Ikeda A, Nosato H, Kochi Y, Negoro H, Kojima T, Sakanashi H, Murakawa M, Nishiyama H. Cystoscopic Imaging for Bladder Cancer Detection Based on Stepwise Organic Transfer Learning with a Pretrained Convolutional Neural Network. J Endourol 2020; 35:1030-1035. [PMID: 33148020 DOI: 10.1089/end.2020.0919] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Background: Nonmuscle-invasive bladder cancer is diagnosed, treated, and monitored using cystoscopy. Artificial intelligence (AI) is increasingly used to augment tumor detection, but its performance is hindered by the limited availability of cystoscopic images required to form a large training data set. This study aimed to determine whether stepwise transfer learning with general images followed by gastroscopic images can improve the accuracy of bladder tumor detection on cystoscopic imaging. Materials and Methods: We trained a convolutional neural network with 1.2 million general images, followed by 8728 gastroscopic images. In the final step of the transfer learning process, the model was additionally trained with 2102 cystoscopic images of normal bladder tissue and bladder tumors collected at the University of Tsukuba Hospital. The diagnostic accuracy was evaluated using a receiver operating characteristic curve. The diagnostic performance of the models trained with cystoscopic images with or without stepwise organic transfer learning was compared with that of medical students and urologists with varying levels of experience. Results: The model developed by stepwise organic transfer learning had 95.4% sensitivity and 97.6% specificity. This performance was better than that of the other models and comparable with that of expert urologists. Notably, it showed superior diagnostic accuracy when tumors occupied >10% of the image. Conclusions: Our findings demonstrate the value of stepwise organic transfer learning in applications with limited data sets for training and further confirm the value of AI in medical diagnostics. Here, we applied deep learning to develop a tool to detect bladder tumors with an accuracy comparable with that of a urologist. To address the limitation that few bladder tumor images are available to train the model, we demonstrate that pretraining with general and gastroscopic images yields superior results.
Collapse
Affiliation(s)
- Atsushi Ikeda
- Department of Urology, University of Tsukuba Hospital, Tsukuba, Japan
| | - Hirokazu Nosato
- Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan
| | - Yuta Kochi
- Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan.,Department of Intelligent Interaction Technologies, Graduate School of System and Information Engineering, University of Tsukuba, Tsukuba, Japan
| | - Hiromitsu Negoro
- Department of Urology, Faculty of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Takahiro Kojima
- Department of Urology, Faculty of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Hidenori Sakanashi
- Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan.,Department of Intelligent Interaction Technologies, Graduate School of System and Information Engineering, University of Tsukuba, Tsukuba, Japan
| | - Masahiro Murakawa
- Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan.,Department of Intelligent Interaction Technologies, Graduate School of System and Information Engineering, University of Tsukuba, Tsukuba, Japan
| | - Hiroyuki Nishiyama
- Department of Urology, University of Tsukuba Hospital, Tsukuba, Japan.,Department of Urology, Faculty of Medicine, University of Tsukuba, Tsukuba, Japan
| |
Collapse
|
10
|
Boscolo Nata F, Tirelli G, Capriotti V, Marcuzzo AV, Sacchet E, Šuran-Brunelli AN, de Manzini N. NBI utility in oncologic surgery: An organ by organ review. Surg Oncol 2020; 36:65-75. [PMID: 33316681 DOI: 10.1016/j.suronc.2020.11.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Accepted: 11/26/2020] [Indexed: 02/07/2023]
Abstract
The main aims of the oncologic surgeon should be an early tumor diagnosis, complete surgical resection, and a careful post-treatment follow-up to ensure a prompt diagnosis of recurrence. Radiologic and endoscopic methods have been traditionally used for these purposes, but their accuracy might sometimes be suboptimal. Technological improvements could help the clinician during the diagnostic and therapeutic management of tumors. Narrow band imaging (NBI) belongs to optical image techniques, and uses light characteristics to enhance tissue vascularization. Because neoangiogenesis is a fundamental step during carcinogenesis, NBI could be useful in the diagnostic and therapeutic workup of tumors. Since its introduction in 2001, NBI use has rapidly spread in different oncologic specialties with clear advantages. There is an active interest in this topic as demonstrated by the thriving literature. It is unavoidable for clinicians to gain in-depth knowledge about the application of NBI to their specific field, losing the overall view on the topic. However, by looking at other fields of application, clinicians could find ideas to improve NBI use in their own specialty. The aim of this review is to summarize the existing literature on NBI use in oncology, with the aim of providing the state of the art: we present an overview on NBI fields of application, results, and possible future improvements in the different specialties.
Collapse
Affiliation(s)
- Francesca Boscolo Nata
- ENT Clinic, Head and Neck Department, Azienda Sanitaria Universitaria Giuliano Isontina, Strada di Fiume 447, 34149, Trieste, Italy; Otorhinolaryngology Unit, Ospedali Riuniti Padova Sud "Madre Teresa di Calcutta", ULSS 6 Euganea, Via Albere 30, 35043, Monselice, PD, Italy.
| | - Giancarlo Tirelli
- ENT Clinic, Head and Neck Department, Azienda Sanitaria Universitaria Giuliano Isontina, Strada di Fiume 447, 34149, Trieste, Italy.
| | - Vincenzo Capriotti
- ENT Clinic, Head and Neck Department, Azienda Sanitaria Universitaria Giuliano Isontina, Strada di Fiume 447, 34149, Trieste, Italy.
| | - Alberto Vito Marcuzzo
- ENT Clinic, Head and Neck Department, Azienda Sanitaria Universitaria Giuliano Isontina, Strada di Fiume 447, 34149, Trieste, Italy.
| | - Erica Sacchet
- ENT Clinic, Head and Neck Department, Azienda Sanitaria Universitaria Giuliano Isontina, Strada di Fiume 447, 34149, Trieste, Italy.
| | - Azzurra Nicole Šuran-Brunelli
- ENT Clinic, Head and Neck Department, Azienda Sanitaria Universitaria Giuliano Isontina, Strada di Fiume 447, 34149, Trieste, Italy.
| | - Nicolò de Manzini
- General Surgery Unit, Department of Medical, Surgical and Health Sciences, Azienda Sanitaria Universitaria Giuliano Isontina, Strada di Fiume 447, 34149, Trieste, Italy.
| |
Collapse
|
11
|
Iinuma K, Yuhara K, Kotaka H, Ozawa K, Kato D, Takai M, Nakane K, Mizutani K, Tsuchiya T, Koie T. Preoperative predictive factors of carcinoma in situ in the normal-appearing mucosa in patients who underwent an initial transurethral resection for non-muscle-invasive bladder cancer under white light cystoscopy. Cancer Rep (Hoboken) 2020; 4:e1321. [PMID: 33174397 PMCID: PMC8451375 DOI: 10.1002/cnr2.1321] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 10/18/2020] [Accepted: 10/27/2020] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Although few studies evaluated the significance of random biopsies under white light cystoscopy (WLC) in patients with non-muscle-invasive bladder cancer (NMIBC), the findings are controversial. AIM This aim of this study was to evaluate what kind of preoperative covariates were useful as predictive factors in detecting carcinoma in situ (CIS) from normal-appearing mucosa using random bladder biopsies under WLC. METHODS AND RESULTS A total of 229 patients with NMIBC underwent initial TUR followed by random biopsies under WLC at Red Cross Takayama Hospital between 2007 and 2016. These patients underwent TUR with complete resection of intravesical visible tumors followed by random biopsies of normal-appearing mucosa. In this study, random bladder biopsies of normal-appearing urothelial mucosa, excluding abnormal mucosa, were carried out with a cold punch in the selected intravesical sites. The covariates included age, gender, the urine cytology result, presence of an abnormal mucosa, number of tumors, size of the largest tumors, configuration of the tumor, and tumor type. Abnormal mucosa was defined as reddish or mossy areas at the time of TUR under WLC. The primary endpoint was to determine what kind of preoperative covariates were useful as predictive factors in detecting CIS from normal-appearing mucosa using random bladder biopsies under WLC. Finally, 212 patients were evaluated, and 67 patients (31.6%) were diagnosed with CIS from normal-appearing mucosa. In univariate analysis, positive urine cytology, abnormal mucosa, and the number of tumors were significantly associated with concomitant CIS. On multivariate analysis, positive urine cytology and abnormal mucosa were significantly associated with CIS. CONCLUSION The patients who were diagnosed with positive urine cytology or abnormal mucosa by WLC are ideal candidates for TUR followed by random biopsy of normal-appearing mucosa.
Collapse
Affiliation(s)
- Koji Iinuma
- Department of Urology, Gifu University Graduate, School of Medicine, Gifu, Japan
| | - Kazuya Yuhara
- Department of Urology, Japanese Red Cross Takayama Hospital, Takayama, Japan
| | - Hiroto Kotaka
- Department of Urology, Japanese Red Cross Takayama Hospital, Takayama, Japan
| | - Kaori Ozawa
- Department of Urology, Japanese Red Cross Takayama Hospital, Takayama, Japan
| | - Daiki Kato
- Department of Urology, Gifu University Graduate, School of Medicine, Gifu, Japan
| | - Manabu Takai
- Department of Urology, Gifu University Graduate, School of Medicine, Gifu, Japan
| | - Keita Nakane
- Department of Urology, Gifu University Graduate, School of Medicine, Gifu, Japan
| | - Kosuke Mizutani
- Department of Urology, Gifu University Graduate, School of Medicine, Gifu, Japan
| | - Tomohiro Tsuchiya
- Department of Urology, Gifu University Graduate, School of Medicine, Gifu, Japan
| | - Takuya Koie
- Department of Urology, Gifu University Graduate, School of Medicine, Gifu, Japan
| |
Collapse
|
12
|
Yang Y, Liu C, Yang X. Endoscopic Molecular Imaging plus Photoimmunotherapy: A New Strategy for Monitoring and Treatment of Bladder Cancer. MOLECULAR THERAPY-ONCOLYTICS 2020; 18:409-418. [PMID: 32913890 PMCID: PMC7452043 DOI: 10.1016/j.omto.2020.07.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Due to the high recurrence and progression rate of non-muscle invasive bladder cancer after transurethral resection of bladder tumor, some new optical imaging technologies have arisen as auxiliary imaging modes for white light cystoscopy to improve the detection rate of small or occult tumor lesions, such as photodynamic diagnosis, narrow-band imaging, and molecular imaging. White light cystoscopy is inadequate and imperfect for bladder cancer detection, and thus residual tumors or coexisting flat malignant lesions, especially carcinoma in situ, would be ignored during conventional resection. The bladder, a hollow organ with high compliance, provides an ideal closed operation darkroom for endoscopic molecular imaging free from interference of external light sources. Also, intravesical instillation of a molecular fluorescent tracer is simple and convenient before surgery through the urethra. Molecular fluorescent tracer has high sensitivity and specificity to tumor cells, and its mediated molecular imaging allows small or occult tumor lesion detection while minimizing false-positive results. Meanwhile, endoscopic molecular imaging provides a real-time and dynamic image during surgery, which helps urologists to perform high-quality and complete tumor resection through accurate judgment of tumor boundaries and depth of invasion. Photoimmunotherapy is a novel molecular targeted therapeutic pattern of photodynamic therapy that kills malignant cells selectively and minimizes the cytotoxicity to normal tissues. The combination of endoscopic molecular imaging and photoimmunotherapy used in initial treatment may avoid the need of repeat transurethral resection in strictly selected patients and improve oncological outcomes such as recurrence-free survival and overall survival after operation.
Collapse
Affiliation(s)
- Yongjun Yang
- First Clinical Medical College, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Chao Liu
- First Clinical Medical College, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Xiaofeng Yang
- First Clinical Medical College, Shanxi Medical University, Taiyuan, Shanxi, China.,Department of Urology, First Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| |
Collapse
|
13
|
Matulay JT, Soloway M, Witjes JA, Buckley R, Persad R, Lamm DL, Boehle A, Palou J, Colombel M, Brausi M, Kamat AM. Risk‐adapted management of low‐grade bladder tumours: recommendations from the International Bladder Cancer Group (IBCG). BJU Int 2020; 125:497-505. [DOI: 10.1111/bju.14995] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 12/29/2019] [Accepted: 01/08/2020] [Indexed: 01/05/2023]
Affiliation(s)
| | - Mark Soloway
- Memorial Cancer Institute Memorial Hospital Hollywood FL USA
| | - J. Alfred Witjes
- Radboud University Nijmegen Medical Centre Nijmegen the Netherlands
| | | | - Raj Persad
- Bristol Royal Infirmary and Bristol Urological Institute Bristol UK
| | | | | | - Joan Palou
- Fundació Puigvert Universitat Autònoma de Barcelona Barcelona Spain
| | - Marc Colombel
- Claude Bernard University Hôpital Edouard Herriot Lyon France
| | | | - Ashish M. Kamat
- University of Texas MD Anderson Cancer Center Houston TX USA
| |
Collapse
|
14
|
Phung MC, Rouse AR, Pangilinan J, Bell RC, Bracamonte ER, Mashi S, Gmitro AF, Lee BR. Investigation of confocal microscopy for differentiation of renal cell carcinoma versus benign tissue. Can an optical biopsy be performed? Asian J Urol 2019; 7:363-368. [PMID: 32995282 PMCID: PMC7498942 DOI: 10.1016/j.ajur.2019.12.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Revised: 02/12/2019] [Accepted: 07/17/2019] [Indexed: 01/20/2023] Open
Abstract
Objective Novel optical imaging modalities are under development with the goal of obtaining an “optical biopsy” to efficiently provide pathologic details. One such modality is confocal microscopy which allows in situ visualization of cells within a layer of tissue and imaging of cellular-level structures. The goal of this study is to validate the ability of confocal microscopy to quickly and accurately differentiate between normal renal tissue and cancer. Methods Specimens were obtained from patients who underwent robotic partial nephrectomy for renal mass. Samples of suspected normal and tumor tissue were extracted from the excised portion of the kidney and stained with acridine orange. The stained samples were imaged on a Nikon E600 C1 Confocal Microscope. The samples were then submitted for hematoxylin and eosin processing and read by an expert pathologist to provide a gold-standard diagnosis that can later be compared to the confocal images. Results This study included 11 patients, 17 tissue samples, and 118 confocal images. Of the 17 tissue samples, 10 had a gold-standard diagnosis of cancer and seven were benign. Of 118 confocal images, 66 had a gold-standard diagnosis of cancer and 52 were benign. Six confocal images were used as a training set to train eight observers. The observers were asked to rate the test images on a six point scale and the results were analyzed using a web based receiver operating characteristic curve calculator. The average accuracy, sensitivity, specificity, and area under the empirical receiver operating characteristic curve for this study were 91%, 98%, 81%, and 0.94 respectively. Conclusion This preliminary study suggest that confocal microscopy can be used to distinguish cancer from normal tissue with high sensitivity and specificity. The observers in this study were trained quickly and on only six images. We expect even higher performance as observers become more familiar with the confocal images.
Collapse
Affiliation(s)
- Michael C Phung
- Department of Urology, University of Arizona College of Medicine, Arizona, USA
| | - Andrew R Rouse
- Department of Medical Imaging, University of Arizona College of Medicine, Arizona, USA
| | - Jayce Pangilinan
- Department of Pathology, University of Arizona College of Medicine, Arizona, USA
| | - Robert C Bell
- Department of Pathology, University of Arizona College of Medicine, Arizona, USA
| | - Erika R Bracamonte
- Department of Pathology, University of Arizona College of Medicine, Arizona, USA
| | - Sharfuddeen Mashi
- Ringgold Standard Institution, Aminu Kano Teaching Hospital, Kano, Nigeria
| | - Arthur F Gmitro
- Biomedical Engineering, University of Arizona College of Medicine, Arizona, USA
| | - Benjamin R Lee
- Department of Urology, University of Arizona College of Medicine, Arizona, USA
| |
Collapse
|
15
|
Shkolyar E, Jia X, Chang TC, Trivedi D, Mach KE, Meng MQH, Xing L, Liao JC. Augmented Bladder Tumor Detection Using Deep Learning. Eur Urol 2019. [DOI: 10.1016/j.eururo.2019.08.032 [internet]] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
|
16
|
Shkolyar E, Jia X, Chang TC, Trivedi D, Mach KE, Meng MQH, Xing L, Liao JC. Augmented Bladder Tumor Detection Using Deep Learning. Eur Urol 2019; 76:714-718. [PMID: 31537407 PMCID: PMC6889816 DOI: 10.1016/j.eururo.2019.08.032] [Citation(s) in RCA: 100] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 08/27/2019] [Indexed: 10/26/2022]
Abstract
Adequate tumor detection is critical in complete transurethral resection of bladder tumor (TURBT) to reduce cancer recurrence, but up to 20% of bladder tumors are missed by standard white light cystoscopy. Deep learning augmented cystoscopy may improve tumor localization, intraoperative navigation, and surgical resection of bladder cancer. We aimed to develop a deep learning algorithm for augmented cystoscopic detection of bladder cancer. Patients undergoing cystoscopy/TURBT were recruited and white light videos were recorded. Video frames containing histologically confirmed papillary urothelial carcinoma were selected and manually annotated. We constructed CystoNet, an image analysis platform based on convolutional neural networks, for automated bladder tumor detection using a development dataset of 95 patients for algorithm training and five patients for testing. Diagnostic performance of CystoNet was validated prospectively in an additional 54 patients. In the validation dataset, per-frame sensitivity and specificity were 90.9% (95% confidence interval [CI], 90.3-91.6%) and 98.6% (95% CI, 98.5-98.8%), respectively. Per-tumor sensitivity was 90.9% (95% CI, 90.3-91.6%). CystoNet detected 39 of 41 papillary and three of three flat bladder cancers. With high sensitivity and specificity, CystoNet may improve the diagnostic yield of cystoscopy and efficacy of TURBT. PATIENT SUMMARY: Conventional cystoscopy has recognized shortcomings in bladder cancer detection, with implications for recurrence. Cystoscopy augmented with artificial intelligence may improve cancer detection and resection.
Collapse
Affiliation(s)
- Eugene Shkolyar
- Department of Urology, Stanford University School of Medicine, Stanford, CA, USA; Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - Xiao Jia
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA; Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong
| | - Timothy C Chang
- Department of Urology, Stanford University School of Medicine, Stanford, CA, USA; Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - Dharati Trivedi
- Department of Urology, Stanford University School of Medicine, Stanford, CA, USA; Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - Kathleen E Mach
- Department of Urology, Stanford University School of Medicine, Stanford, CA, USA; Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - Max Q-H Meng
- Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong
| | - Lei Xing
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA.
| | - Joseph C Liao
- Department of Urology, Stanford University School of Medicine, Stanford, CA, USA; Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA.
| |
Collapse
|
17
|
Cassell A, Yunusa B, Jalloh M, Mbodji MM, Diallo A, Ndoye M, Diallo Y, Labou I, Niang L, Gueye SM. Non-Muscle Invasive Bladder Cancer: A Review of the Current Trend in Africa. World J Oncol 2019; 10:123-131. [PMID: 31312279 PMCID: PMC6615913 DOI: 10.14740/wjon1210] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Accepted: 06/21/2019] [Indexed: 01/02/2023] Open
Abstract
Bladder cancer is the fourth most common cancer in men and the 11th most common cancer in woman accounting for 6.6% of all cancer cases. Approximately 70-75% bladder cancers are non-muscle invasive bladder cancer (NMIBC). A few African studies have provided considerable rates of NMIBC as compared to western settings 70% to 85%. Critical step in the management of NMIBC is to prevent tumor recurrence which include transurethral resection of the bladder tumor (TURBT) for staging and histological diagnosis. A second TURBT for high grade tumor, T1 tumors and intravesical adjuvant chemotherapy and immunotherapy are essential to reduce recurrence rate. Nevertheless, variant histology, multiple, progressive and recurrent high-grade tumors are best treated with early radical cystectomy. The African literature is scanty on the management of NMIBC. Most of the histological types are squamous cell bladder cancer and may not conform to transurethral resection only but rather radical cystectomy. Most of these patients are not suitable for any form of treatment as they present with advanced disease. However, there is an increasing incidence of urothelial cancer in Africa over the years due to urbanization. It is best that major investment is made in uro-oncological care to address the growing challenge of these subtypes.
Collapse
Affiliation(s)
- Ayun Cassell
- Department of Urology and Andrology, Hopital General de Grand Yoff, Dakar, Senegal
| | - Bashir Yunusa
- Department of Surgery, Liberia College of Physicians and Surgeons, Monrovia, Liberia
| | - Mohamed Jalloh
- Department of Urology and Andrology, Hopital General de Grand Yoff, Dakar, Senegal
| | - Mouhamadou M Mbodji
- Department of Urology and Andrology, Hopital General de Grand Yoff, Dakar, Senegal
| | - Abdourahmane Diallo
- Department of Urology and Andrology, Hopital General de Grand Yoff, Dakar, Senegal
| | - Madina Ndoye
- Department of Urology and Andrology, Hopital General de Grand Yoff, Dakar, Senegal
| | | | - Issa Labou
- Department of Urology and Andrology, Hopital General de Grand Yoff, Dakar, Senegal
| | - Lamine Niang
- Department of Urology and Andrology, Hopital General de Grand Yoff, Dakar, Senegal
| | - Serigne M Gueye
- Department of Urology and Andrology, Hopital General de Grand Yoff, Dakar, Senegal
| |
Collapse
|
18
|
Kiss B, van den Berg NS, Ertsey R, McKenna K, Mach KE, Zhang CA, Volkmer JP, Weissman IL, Rosenthal EL, Liao JC. CD47-Targeted Near-Infrared Photoimmunotherapy for Human Bladder Cancer. Clin Cancer Res 2019; 25:3561-3571. [PMID: 30890547 PMCID: PMC7039531 DOI: 10.1158/1078-0432.ccr-18-3267] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 01/09/2019] [Accepted: 03/05/2019] [Indexed: 12/13/2022]
Abstract
PURPOSE Near-infrared photoimmunotherapy (NIR-PIT) is a localized molecular cancer therapy combining a photosensitizer-conjugated mAb and light energy. CD47 is an innate immune checkpoint widely expressed on bladder cancer cells, but absent from luminal normal urothelium. Targeting CD47 for NIR-PIT has the potential to selectively induce cancer cell death and minimize damage to normal urothelium. EXPERIMENTAL DESIGN The cytotoxic effect of NIR-PIT with anti-CD47-IR700 was investigated in human bladder cancer cell lines and primary human bladder cancer cells derived from fresh surgical samples. Phagocytosis assays were performed to evaluate macrophage activity after NIR-PIT. Anti-CD47-IR700 was administered to murine xenograft tumor models of human bladder cancer for in vivo molecular imaging and NIR-PIT. RESULTS Cytotoxicity in cell lines and primary bladder cancer cells significantly increased in a light-dose-dependent manner with CD47-targeted NIR-PIT. Phagocytosis of cancer cells significantly increased with NIR-PIT compared with antibody alone (P = 0.0002). In vivo fluorescence intensity of anti-CD47-IR700 in tumors reached a peak 24-hour postinjection and was detectable for at least 14 days. After a single round of CD47-targeted NIR-PIT, treated animals showed significantly slower tumor growth compared with controls (P < 0.0001). Repeated CD47-targeted NIR-PIT treatment further slowed tumor growth (P = 0.0104) and improved survival compared with controls. CONCLUSIONS CD47-targeted NIR-PIT increased direct cancer cell death and phagocytosis resulting in inhibited tumor growth and improved survival in a murine xenograft model of human bladder cancer.
Collapse
Affiliation(s)
- Bernhard Kiss
- Department of Urology, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California
| | - Nynke S van den Berg
- Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, California
| | - Robert Ertsey
- Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, California
| | | | - Kathleen E Mach
- Department of Urology, Stanford University School of Medicine, Stanford, California
- Veterans Affairs Palo Alto Health Care System, Palo Alto, California
| | - Chiyuan Amy Zhang
- Department of Urology, Stanford University School of Medicine, Stanford, California
| | | | - Irving L Weissman
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California
| | - Eben L Rosenthal
- Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, California
| | - Joseph C Liao
- Department of Urology, Stanford University School of Medicine, Stanford, California.
- Veterans Affairs Palo Alto Health Care System, Palo Alto, California
| |
Collapse
|
19
|
Marcq G, Hénon F, Ouzaid I, Fantoni JC, Hermieu JF, Xylinas E. Active surveillance for non-muscle invasive bladder cancer. Transl Androl Urol 2019; 8:54-60. [PMID: 30976569 PMCID: PMC6414342 DOI: 10.21037/tau.2018.10.20] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Accepted: 10/22/2018] [Indexed: 12/24/2022] Open
Abstract
Most of low grade (LG) bladder tumors will experience disease recurrence and very few of them (<2%) will experience disease progression. Therefore active surveillance (AS) for LG non-muscle invasive bladder cancer (NMIBC) has emerged. The goal of our study was to provide a literature review of AS for LG NMIBC including inclusion criteria, modalities and oncological outcomes. We conducted a systematic review (registered in PROSPERO: CRD42018102935) using MEDLINE and EMBASE between June 2018 and August 2018 with the following terms: LG, NMIBC, AS, urothelial neoplasm. Overall, 6 studies that reached our scope of review were included cumulating 403 patients with 2 prospective trials. Inclusion criteria were: recurrent LG (G1 and G2) Ta or T1 NMIBC, with a negative cytology, a low volume (<10 mm) and low number (<5) of tumors. Cystoscopy every 3 months during the first 2 years and every 6 months afterwards were required. AS dropout criteria were presence of tumor-related symptoms, a positive cytology, a modification of tumor morphology or size and patient's request. Pooled data showed an overall 65% reclassification rate where 15% of patients were reclassified based on grade and 10% on stage with a median follow-up of 32 months (IQR, 24-42 months). Only one study reported on progression to MIBC in 4 patients out of 186 (2%). Most of patients enrolled in an AS protocol for recurrent LG NMIBC will undergo a TURBT eventually. Many patients may be eligible to this therapeutic approach but current knowledge does not support its use in daily practice outside of a clinical trial.
Collapse
Affiliation(s)
| | | | - Idir Ouzaid
- Department of Urology, Bichat Hospital, Assistance Publique Hôpitaux de Paris, Paris Descartes University, Paris, France
| | | | - Jean-François Hermieu
- Department of Urology, Bichat Hospital, Assistance Publique Hôpitaux de Paris, Paris Descartes University, Paris, France
| | - Evanguelos Xylinas
- Department of Urology, Bichat Hospital, Assistance Publique Hôpitaux de Paris, Paris Descartes University, Paris, France
| |
Collapse
|
20
|
Di Y, Chen D, Yu W, Yan L. Bladder cancer stage-associated hub genes revealed by WGCNA co-expression network analysis. Hereditas 2019; 156:7. [PMID: 30723390 PMCID: PMC6350372 DOI: 10.1186/s41065-019-0083-y] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Accepted: 01/17/2019] [Indexed: 12/31/2022] Open
Abstract
Background Bladder cancer was a malignant disease in patients, our research aimed at discovering the possible biomarkers for the diseases. Results The gene chip GSE31684, including 93samples, was downloaded from the GEO datasets and co-expression network was constructed by the data. Molecular complex detection(MCODE) was used to identify hub genes. The most significant cluster including 16 genes: CDH11, COL3A1, COL6A3, COL5A1, AEBP1, COL1A2, NTM, COL11A1, THBS2, COL8A1, COL1A1, BGN, MMP2, PXDN, THY1, and TGFB1I1 was identified. After annotated by BiNGO, they were suggested associated with collagen fibril organization and blood vessel development. In addition, the Kaplan Meier curves were obtained by UALCAN. The high expression of THY1, AEBP1, CDH11, COL1A1, COL1A2, COL11A1, MMP2, PXDN, BGN, COL5A1, COL8A1, and TGFB1I1 indicated poor prognosis of the patients(P < 0.05). Finally, we examined genes’ expression between low and high tumor stage by the Wilcoxon test(P < 0.05), TGFB1I1 was excluded. Conclusion THY1, AEBP1, CDH11, COL1A1, COL1A2, COL11A1, MMP2, PXDN, BGN, COL5A1, COL8A1 associated with the tumor stage as well as tumor patients’ prognosis. COL5A1, COL8A1(P < 0.01) may serve as therapeutic targets for the disease.
Collapse
Affiliation(s)
- Yu Di
- 1Department of Urinary Surgery, Qilu Hospital, Jinan, Shandong province China.,Department laboratory of cardiovascular center of Shandong province, Jinan, Shandong province China
| | - Dongshan Chen
- 1Department of Urinary Surgery, Qilu Hospital, Jinan, Shandong province China.,Department laboratory of cardiovascular center of Shandong province, Jinan, Shandong province China
| | - Wei Yu
- 3Lanzhou medical college of Lanzhou University, Lanzhou, Gansu province China
| | - Lei Yan
- 1Department of Urinary Surgery, Qilu Hospital, Jinan, Shandong province China
| |
Collapse
|
21
|
Suarez-Ibarrola R, Soria F, Abufaraj M, D'Andrea D, Preto M, Gust KM, Briganti A, Shariat SF, Gontero P. Surgical checklist impact on recurrence-free survival of patients with non-muscle-invasive bladder cancer undergoing transurethral resection of bladder tumour. BJU Int 2018; 123:646-650. [PMID: 30248235 DOI: 10.1111/bju.14557] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVES To evaluate the impact of an eight-item surgical checklist (SC) on the recurrence-free survival (RFS) of patients with non-muscle-invasive bladder cancer (NMIBC) undergoing transurethral resection of bladder tumour (TURBT). PATIENTS AND METHODS A group of urologists at two tertiary referral centres, with expertise in bladder cancer, identified eight critical items that should be performed in every high-quality TURBT. An eight-item SC was prospectively implemented into clinical practice and the operative reports of TURBTs performed before and after implementation were reviewed. Results from both institutions were combined to estimate the impact of introducing the SC on oncological outcomes. Multivariable logistic and Cox hazards regression analyses were performed to evaluate the impact of the SC on the presence of detrusor muscle in the TURBT specimen and on RFS, respectively. RESULTS The operative reports of 266 TURBTs performed after the SC implementation were reviewed and compared to those of 281 TURBTs performed prior to the SC introduction. The SC was independently associated with a significant improvement in RFS (P = 0.02). However, the introduction of the SC was not significantly associated with the presence of detrusor muscle in the surgical specimen (P = 0.4). CONCLUSION The use of an eight-item SC during TURBT in clinical practice increases the quality of operative reports thereby potentially improving individualised risk-stratification and care resulting in lower disease recurrence rates. Therefore, the introduction of a SC can be recommended to enhance oncological outcomes by improving surgical standardisation and operative reporting.
Collapse
Affiliation(s)
- Rodrigo Suarez-Ibarrola
- Department of Urology and Comprehensive Cancer Center, Vienna General Hospital, Medical University of Vienna, Vienna, Austria
| | - Francesco Soria
- Department of Urology and Comprehensive Cancer Center, Vienna General Hospital, Medical University of Vienna, Vienna, Austria.,Division of Urology, University of the Studies of Turin, AOU Città della Salute e della Scienza di Torino Presidio Molinette, Turin, Italy
| | - Mohammad Abufaraj
- Department of Urology and Comprehensive Cancer Center, Vienna General Hospital, Medical University of Vienna, Vienna, Austria.,Division of Urology, Department of Special Surgery, Jordan University Hospital, The University of Jordan, Amman, Jordan
| | - David D'Andrea
- Department of Urology and Comprehensive Cancer Center, Vienna General Hospital, Medical University of Vienna, Vienna, Austria
| | - Mirko Preto
- Division of Urology, University of the Studies of Turin, AOU Città della Salute e della Scienza di Torino Presidio Molinette, Turin, Italy
| | - Kilian M Gust
- Department of Urology and Comprehensive Cancer Center, Vienna General Hospital, Medical University of Vienna, Vienna, Austria.,Karl Landsteiner Institute of Urology and Andrology, Vienna, Austria
| | - Alberto Briganti
- Department of Urology, Urological Research Institute, San Raffaele Scientific Institute, Vita-Salute University, Milan, Italy
| | - Shahrokh F Shariat
- Department of Urology and Comprehensive Cancer Center, Vienna General Hospital, Medical University of Vienna, Vienna, Austria.,Karl Landsteiner Institute of Urology and Andrology, Vienna, Austria.,Department of Urology, Weill Cornell Medical College, New York Presbyterian Hospital, New York, NY, USA.,Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Paolo Gontero
- Division of Urology, University of the Studies of Turin, AOU Città della Salute e della Scienza di Torino Presidio Molinette, Turin, Italy
| |
Collapse
|
22
|
Davis RM, Kiss B, Trivedi DR, Metzner TJ, Liao JC, Gambhir SS. Surface-Enhanced Raman Scattering Nanoparticles for Multiplexed Imaging of Bladder Cancer Tissue Permeability and Molecular Phenotype. ACS NANO 2018; 12:9669-9679. [PMID: 30203645 PMCID: PMC6202635 DOI: 10.1021/acsnano.8b03217] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2018] [Accepted: 08/28/2018] [Indexed: 05/20/2023]
Abstract
Bladder cancer has the highest recurrence rate of all cancers due in part to inadequate transurethral resection. Inadequate resection is caused by the inability of cystoscopes to detect invisible lesions during the resection procedure. To improve detection and resection of nonmuscle invasive bladder cancer, we quantified the ability of a surface-enhanced Raman nanoparticle and endoscope system to classify bladder tissue as normal or cancerous. Both antibody-based (active) and tissue permeability-based (passive) targeting mechanisms were evaluated by topically applying nanoparticles to ex vivo human bladder tissue samples. Multiplexed molecular imaging of CD47 and Carbonic Anhydrase 9 tumor proteins gave a receiver operating characteristic area under the curve (ROC AUC of 0.93 (0.75, 1.00). Furthermore, passively targeted nanoparticles enabled tissue classification with an ROC AUC of 0.93 (0.73, 1.00). Passively targeted nanoparticles penetrated 5-fold deeper and bound to tumor tissue at 3.3-fold higher concentrations in cancer compared to normal bladder urothelium, suggesting the existence of an enhanced surface permeability and retention effect in human bladder cancer.
Collapse
Affiliation(s)
- Ryan M. Davis
- Department
of Radiology and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California 94305, United States
| | - Bernhard Kiss
- Department
of Radiology and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California 94305, United States
- Department
of Urology, Stanford University School of
Medicine, Stanford, California 94305, United States
| | - Dharati R. Trivedi
- Department
of Urology, Stanford University School of
Medicine, Stanford, California 94305, United States
- Veterans
Affairs, Palo Alto Health Care System, Palo Alto, California 94550, United States
| | - Thomas J. Metzner
- Department
of Urology, Stanford University School of
Medicine, Stanford, California 94305, United States
| | - Joseph C. Liao
- Department
of Urology, Stanford University School of
Medicine, Stanford, California 94305, United States
- Veterans
Affairs, Palo Alto Health Care System, Palo Alto, California 94550, United States
| | - Sanjiv S. Gambhir
- Department
of Radiology and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California 94305, United States
- E-mail:
| |
Collapse
|
23
|
Mascagni P, Longo F, Barberio M, Seeliger B, Agnus V, Saccomandi P, Hostettler A, Marescaux J, Diana M. New intraoperative imaging technologies: Innovating the surgeon’s eye toward surgical precision. J Surg Oncol 2018; 118:265-282. [DOI: 10.1002/jso.25148] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 06/04/2018] [Indexed: 12/13/2022]
Affiliation(s)
- Pietro Mascagni
- IHU-Strasbourg; Institute of Image-Guided Surgery; Strasbourg France
| | - Fabio Longo
- IHU-Strasbourg; Institute of Image-Guided Surgery; Strasbourg France
| | - Manuel Barberio
- IHU-Strasbourg; Institute of Image-Guided Surgery; Strasbourg France
| | - Barbara Seeliger
- IHU-Strasbourg; Institute of Image-Guided Surgery; Strasbourg France
| | - Vincent Agnus
- IRCAD, Research Institute against Digestive Cancer; Strasbourg France
| | - Paola Saccomandi
- IHU-Strasbourg; Institute of Image-Guided Surgery; Strasbourg France
| | | | - Jacques Marescaux
- IHU-Strasbourg; Institute of Image-Guided Surgery; Strasbourg France
- IRCAD, Research Institute against Digestive Cancer; Strasbourg France
| | - Michele Diana
- IHU-Strasbourg; Institute of Image-Guided Surgery; Strasbourg France
- IRCAD, Research Institute against Digestive Cancer; Strasbourg France
- Department of General, Digestive and Endocrine Surgery; University of Strasbourg; Strasbourg France
| |
Collapse
|
24
|
Abstract
Bladder cancer is a heterogeneous disease that poses unique challenges to the treating clinician. It can be limited to a relatively indolent papillary tumor with low potential for progression beyond this stage to muscle-invasive disease prone to distant metastasis. The former is best treated as conservatively as possible, whereas the latter requires aggressive surgical intervention with adjuvant therapies in order to provide the best clinical outcomes. Risk stratification traditionally uses clinicopathologic features of the disease to provide prognostic information that assists in choosing the best therapy for each individual patient. For bladder cancer, this informs decisions regarding the type of intravesical therapy that is most appropriate for non-muscle-invasive disease or whether or not to administer neoadjuvant chemotherapy prior to radical cystectomy. More recently, tumor genetic sequencing data have been married to clinical outcomes data to add further sophistication and personalization. In the next generation of risk classification, we are likely to see the inclusion of molecular subtyping with specific treatment considerations based on a tumor’s mutational profile.
Collapse
Affiliation(s)
- Justin T Matulay
- Department of Urology, Division of Surgery, University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Suite 853, Houston, TX, 77030, USA
| | - Ashish M Kamat
- Department of Urology, Division of Surgery, University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Suite 853, Houston, TX, 77030, USA
| |
Collapse
|
25
|
Blau R, Epshtein Y, Pisarevsky E, Tiram G, Dangoor SI, Yeini E, Krivitsky A, Eldar-Boock A, Ben-Shushan D, Gibori H, Scomparin A, Green O, Ben-Nun Y, Merquiol E, Doron H, Blum G, Erez N, Grossman R, Ram Z, Shabat D, Satchi-Fainaro R. Image-guided surgery using near-infrared Turn-ON fluorescent nanoprobes for precise detection of tumor margins. Am J Cancer Res 2018; 8:3437-3460. [PMID: 30026858 PMCID: PMC6037036 DOI: 10.7150/thno.23853] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Accepted: 04/02/2018] [Indexed: 02/07/2023] Open
Abstract
Complete tumor removal during surgery has a great impact on patient survival. To that end, the surgeon should detect the tumor, remove it and validate that there are no residual cancer cells left behind. Residual cells at the incision margin of the tissue removed during surgery are associated with tumor recurrence and poor prognosis for the patient. In order to remove the tumor tissue completely with minimal collateral damage to healthy tissue, there is a need for diagnostic tools that will differentiate between the tumor and its normal surroundings. Methods: We designed, synthesized and characterized three novel polymeric Turn-ON probes that will be activated at the tumor site by cysteine cathepsins that are highly expressed in multiple tumor types. Utilizing orthotopic breast cancer and melanoma models, which spontaneously metastasize to the brain, we studied the kinetics of our polymeric Turn-ON nano-probes. Results: To date, numerous low molecular weight cathepsin-sensitive substrates have been reported, however, most of them suffer from rapid clearance and reduced signal shortly after administration. Here, we show an improved tumor-to-background ratio upon activation of our Turn-ON probes by cathepsins. The signal obtained from the tumor was stable and delineated the tumor boundaries during the whole surgical procedure, enabling accurate resection. Conclusions: Our findings show that the control groups of tumor-bearing mice, which underwent either standard surgery under white light only or under the fluorescence guidance of the commercially-available imaging agents ProSense® 680 or 5-aminolevulinic acid (5-ALA), survived for less time and suffered from tumor recurrence earlier than the group that underwent image-guided surgery (IGS) using our Turn-ON probes. Our "smart" polymeric probes can potentially assist surgeons' decision in real-time during surgery regarding the tumor margins needed to be removed, leading to improved patient outcome.
Collapse
|