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Chen L, Xu L, Zhang X, Zhang J, Bai X, Peng Q, Guo E, Lu X, Yu S, Jin Z, Zhang G, Xie Y, Xue H, Sun H. Diagnostic value of dual-layer spectral detector CT parameters for differentiating high- from low-grade bladder cancer. Insights Imaging 2025; 16:6. [PMID: 39747754 PMCID: PMC11695557 DOI: 10.1186/s13244-024-01881-8] [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: 09/03/2024] [Accepted: 12/06/2024] [Indexed: 01/04/2025] Open
Abstract
OBJECTIVES This study aimed to investigate the diagnostic value of spectral parameters of dual-layer spectral detector computed tomography (DLCT) in distinguishing between low- and high-grade bladder cancer (BCa). METHODS This single-center retrospective study included pathologically confirmed BCa patients who underwent preoperative contrast-enhanced DLCT. Patients were divided into low- and high-grade groups based on pathology. We measured and calculated the following spectral CT parameters: iodine density (ID), normalized ID (NID), arterial enhancement fraction (AEF), extracellular volume (ECV) fraction, virtual non-contrast (VNC), slope of the attenuation curve, and Z effective (Zeff). Univariate and multivariable logistic regression analyses were used to determine the best predictive factors in differentiating between low- and high-grade BCa. We used receiver operating characteristic curve analysis to assess diagnostic performance and decision curve analysis to determine the net benefit. RESULTS The study included 64 patients (mean age, 64 ± 11.0 years; 46 men), of whom 42 had high-grade BCa and 22 had low-grade BCa. Univariate analysis revealed that differences in ID and NID in the corticomedullary phase, AEF, ECV, VNC, and Zeff images were statistically significant (p = 0.001-0.048). Multivariable analysis found that AEF was the best predictor of high-grade tumors (p = 0.006). With AEF higher in high-grade BCa, AEF results were as follows: area under the curve (AUC), 0.924 (95% confidence interval, 0.861-0.988); sensitivity, 95.5%; specificity, 81.0%; and accuracy, 85.9%. The cutoff valve of AEF for predicting high-grade BCa was 67.7%. CONCLUSION Using DLCT AEF could help distinguish high-grade from low-grade BCa. CRITICAL RELEVANCE STATEMENT This research demonstrates that the arterial enhancement fraction (AEF), a parameter derived from dual-layer spectral detector CT (DLCT), effectively distinguishes between high- and low-grade bladder cancer, thereby aiding in the selection of appropriate clinical treatment strategies. KEY POINTS This study investigated the value of dual-layer spectral detector CT in the assessment of bladder cancer (BCa) histological grade. The spectral parameter arterial enhancement fraction could help determine BCa grade. Our results can help clinicians formulate initial treatment strategies and improve prognostications.
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Affiliation(s)
- Li Chen
- Department of Radiology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Lili Xu
- Department of Radiology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, People's Republic of China
| | - Xiaoxiao Zhang
- Department of Radiology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Jiahui Zhang
- Department of Radiology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Xin Bai
- Department of Radiology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Qianyu Peng
- Department of Radiology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Erjia Guo
- Department of Radiology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Xiaomei Lu
- CT Clinical Science, Philips Healthcare, Shenyang, People's Republic of China
| | - Shenghui Yu
- CT Clinical Science, Philips Healthcare, Beijing, People's Republic of China
| | - Zhengyu Jin
- Department of Radiology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
- National Center for Quality Control of Radiology, Beijing, People's Republic of China
| | - Gumuyang Zhang
- Department of Radiology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China.
| | - Yi Xie
- Department of Urology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China.
| | - Huadan Xue
- Department of Radiology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China.
| | - Hao Sun
- Department of Radiology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China.
- National Center for Quality Control of Radiology, Beijing, People's Republic of China.
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Segura Grau A, Soto Castro CA, Sánchez Sempere AM, Mejías Gil M. [Use of clinical ultrasound in primary care: Hematuria]. Semergen 2024; 50:102382. [PMID: 39616711 DOI: 10.1016/j.semerg.2024.102382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 09/30/2024] [Accepted: 10/03/2024] [Indexed: 12/17/2024]
Abstract
Hematuria is a frequent entity in primary care. The differential diagnosis covers multiple causes: physiological, pharmacological, false hematuria and urological pathologies, being fundamental in its study to assess the possible malignant neoplastic causes. Urologic ultrasound is a non-invasive technique, using a 3.5-5MHz concave probe, with the patient lying supine and the bladder full. After anamnesis, physical examination, study of urinarium sediment and laboratory analysis to determine renal function, ultrasound allows the family doctor to confirm or rule out a large number of processes related to the etiology of hematuria: cysts and kidney masses, renal lithiasis, nephrocalcinosis, benign prostatic hyperplasia, polyps or vesical masses... However, this alone is not sufficient to establish a firm diagnosis in all cases. Currently, there is no general consensus about the most appropriate diagnostic sequence in the study of hematuria, and several clinical guidelines were chosen for the application of different strategies depending on the risk factors. However, ultrasound together with cystoscopy has been positioned as the most cost-effective diagnostic strategy in most cases. The use of ultrasound in the evaluation of the patient with hematuria in primary care allows a valuable diagnostic approach to be made, detecting warning signs and properly orienting the patient's referral to other levels, if necessary, early.
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Affiliation(s)
- A Segura Grau
- Centro de Diagnóstico Ecográfico, Madrid, España; Hospital Universitario San Francisco de Asís, Madrid, España; Grupo de Trabajo Ecografía SEMERGEN, España.
| | - C A Soto Castro
- Centro de Salud Consultorio Almedinilla, Córdoba, España; Grupo de Trabajo Ecografía SEMERGEN, España
| | - A M Sánchez Sempere
- Centro de Salud Adelfas, Madrid, España; Grupo de Trabajo Ecografía SEMERGEN, España
| | - M Mejías Gil
- Hospital Universitario San Francisco de Asís, Madrid, España; Grupo de Trabajo Ecografía SEMERGEN, España
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Ma YH, Xu HH, Xu W, Ning XY, Liu HL, Chen YJ, Cui MQ, Bai X, Liu BC, Ding XH, Yan F, Wang HY. Cystitis glandularis: MR imaging characteristics in 27 patients. Jpn J Radiol 2024:10.1007/s11604-024-01680-7. [PMID: 39436504 DOI: 10.1007/s11604-024-01680-7] [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: 06/25/2024] [Accepted: 10/08/2024] [Indexed: 10/23/2024]
Abstract
PURPOSE To explore the diagnostic characteristics of cystitis glandularis (CG) using magnetic resonance imaging (MRI). MATERIALS AND METHODS A retrospective study was conducted on pathologically confirmed patients who underwent bladder MRI examination between January 2019 and November 2023. Image analysis was jointly conducted, with emphasis on lesion location, morphology, size, signal intensity, and pattern of enhancement, by two genitourinary radiologists with 22 and 15 years of experience, respectively. RESULTS A total of 27 patients with 27 lesions were included (median age 47 years, 24 males). The lesions were mostly located in the bladder trigone area (18/27). The lesions could be categorized as focal thickening (17/27), nodular (8/27), and diffuse thickening of the entire bladder (2/27) in morphological terms. On T2-weighted imaging (T2WI), 15 of 17 focal thickening lesions appeared as a slightly hyperintense thickened inner layer, with a higher signal in the center of the thickened inner layer, resembling a sandwich sign, and 6 of 8 nodular lesions were slightly hyperintense. On T1-weighted imaging (T1WI), 19 patients showed slight hypointensity. The lesions on DWI showed mainly high (5/27) and slightly high signal (21/27), with an average mean apparent diffusion coefficient (mADC) value of 2.171 ± 0.052 × 10-3mm2/s. Among the 23 patients who underwent dynamic contrast-enhanced (DCE) scanning, 18 lesions showed mild enhancement in the arterial phase (average 1.7 times comparing to unenhanced phase), and the degree of enhancement gradually increased in the venous and delayed phases (average 2.2 and 2.3 times compared to the unenhanced phase, respectively), showing a progressive enhancement pattern. CONCLUSION On MRI, the majority of CG manifest as focal thickening or nodules in the bladder trigone area, showing slight hyperintensity on T2WI, slight hypointensity on T1WI, and a progressive enhancement pattern, without significant restriction on DWI. Focal thickening lesions may exhibit a special sandwich sign.
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Affiliation(s)
- Yuan-Hao Ma
- Department of Radiology, First Medical Center of Chinese, PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China
| | - Hong-Hao Xu
- Department of Radiology, First Medical Center of Chinese, PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China
| | - Wei Xu
- Department of Radiology, First Medical Center of Chinese, PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China
| | - Xue-Yi Ning
- Department of Radiology, First Medical Center of Chinese, PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China
| | - Hai-Li Liu
- Department of Radiology, First Medical Center of Chinese, PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China
| | - Yi-Jian Chen
- Department of Radiology, First Medical Center of Chinese, PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China
| | - Meng-Qiu Cui
- Department of Radiology, First Medical Center of Chinese, PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China
| | - Xu Bai
- Department of Radiology, First Medical Center of Chinese, PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China
| | - Bai-Chuan Liu
- Department of Radiology, First Medical Center of Chinese, PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China
| | - Xiao-Hui Ding
- Department of Pathology, First Medical Center of Chinese, PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China
| | - Fei Yan
- Department of Radiology, First Medical Center of Chinese, PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China
| | - Hai-Yi Wang
- Department of Radiology, First Medical Center of Chinese, PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China.
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Yosef M, Bunimovich-Mendrazitsky S. Mathematical model of MMC chemotherapy for non-invasive bladder cancer treatment. Front Oncol 2024; 14:1352065. [PMID: 38884094 PMCID: PMC11176538 DOI: 10.3389/fonc.2024.1352065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 04/02/2024] [Indexed: 06/18/2024] Open
Abstract
Mitomycin-C (MMC) chemotherapy is a well-established anti-cancer treatment for non-muscle-invasive bladder cancer (NMIBC). However, despite comprehensive biological research, the complete mechanism of action and an ideal regimen of MMC have not been elucidated. In this study, we present a theoretical investigation of NMIBC growth and its treatment by continuous administration of MMC chemotherapy. Using temporal ordinary differential equations (ODEs) to describe cell populations and drug molecules, we formulated the first mathematical model of tumor-immune interactions in the treatment of MMC for NMIBC, based on biological sources. Several hypothetical scenarios for NMIBC under the assumption that tumor size correlates with cell count are presented, depicting the evolution of tumors classified as small, medium, and large. These scenarios align qualitatively with clinical observations of lower recurrence rates for tumor size ≤ 30[mm] with MMC treatment, demonstrating that cure appears up to a theoretical x[mm] tumor size threshold, given specific parameters within a feasible biological range. The unique use of mole units allows to introduce a new method for theoretical pre-treatment assessments by determining MMC drug doses required for a cure. In this way, our approach provides initial steps toward personalized MMC chemotherapy for NMIBC patients, offering the possibility of new insights and potentially holding the key to unlocking some of its mysteries.
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Affiliation(s)
- Marom Yosef
- Department of Mathematics, Ariel University, Ariel, Israel
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Patel R, Desai C, Acharya R, Raveshia D, Shah S, Panesar H, Patel N, Singh R. Five historical innovations that have shaped modern urological surgery. J Perioper Pract 2024; 34:154-163. [PMID: 38149615 DOI: 10.1177/17504589231214388] [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: 12/28/2023]
Abstract
Throughout history, many innovations have contributed to the development of modern urological surgery, improving patient outcomes and expanding the range of treatment options available to patients. This article explores five key historical innovations that have shaped modern urological surgery: External shockwave lithotripsy, transurethral resection of prostate, cystoscope, perioperative prostate-specific antigen and robotic surgery. The selection of innovations for inclusion in this article was meticulously determined through expert consensus and an extensive literature review. We will review the development, impact and significance of each innovation, highlighting their contributions to the field of urological surgery and their ongoing relevance in contemporary and perioperative practice.
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Affiliation(s)
- Ravi Patel
- Department of Trauma and Orthopaedics, Shrewsbury and Telford Trust, The Princess Royal Hospital, Apley Castle, Telford, UK
- Department of Trauma and Orthopaedics, The Robert Jones and Agnes Hunt Orthopaedic Hospital, Oswestry, UK
| | - Chaitya Desai
- Department of Urology, Walsall Manor Hospital, Walsall Healthcare NHS Trust, Walsall, UK
| | - Radhika Acharya
- Department of Intensive Care, Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Dimit Raveshia
- Department of General Surgery, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Saumil Shah
- Department of Otolaryngology, The Princess Royal Hospital, Apley Castle, Telford, UK
| | - Harrypal Panesar
- Department of Otolaryngology, The Princess Royal Hospital, Apley Castle, Telford, UK
| | | | - Rohit Singh
- Department of Trauma and Orthopaedics, The Robert Jones and Agnes Hunt Orthopaedic Hospital, Oswestry, UK
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Yang H, He P, Luo W, Liu S, Yang Y. circRNA TATA-box binding protein associated factor 15 acts as an oncogene to facilitate bladder cancer progression through targeting miR-502-5p/high mobility group box 3. Mol Carcinog 2024; 63:629-646. [PMID: 38226841 DOI: 10.1002/mc.23677] [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: 02/22/2023] [Revised: 12/18/2023] [Accepted: 12/26/2023] [Indexed: 01/17/2024]
Abstract
Circular RNAs (circRNAs) are key in regulating bladder cancer progression. This study explored the effects of circRNA TATA-box binding protein associated factor 15 (circTAF15) on bladder cancer progression. We enrolled 80 bladder cancer patients to examine the relationship between circTAF15 expression and clinical features. The function of circTAF15 on bladder cancer cell viability, proliferation, migration, invasion, and glycolysis was monitored by cell counting kit-8 assay, 5-Ethynyl-2'-deoxyuridine experiment, Transwell experiment, and glycolysis analysis. Dual luciferase reporter gene assay, RNA pull-down assay, and RNA immunoprecipitation assay were used to verify the binding between circTAF15 and miR-502-5p or between miR-502-5p and high mobility group box 3 (HMGB3). circTAF15 effect on in vivo growth of bladder cancer was investigated by xenograft tumor experiment. Quantitative real-time polymerase chain reaction, Western blot, and immunohistochemistry were implemented to investigate the expression levels of genes. circTAF15 was upregulated in bladder cancer patients, associated with unfavorable outcomes. circTAF15 knockdown attenuated bladder cancer cell viability, proliferation, migration, invasion, epithelial-mesenchymal transition, and glycolysis. circTAF15 suppressed miR-502-5p expression, and miR-502-5p inhibited HMGB3 expression. Low miR-502-5p expression was associated with unfavorable outcomes in bladder cancer patients. miR-502-5p silencing and HMGB3 overexpression counteracted the inhibition of circTAF15 knockdown on the malignant phenotype of bladder cancer cells. circTAF15 knockdown attenuated the in vivo growth of bladder cancer cells. circTAF15 enhanced the progression of bladder cancer through upregulating HMGB3 via suppressing miR-502-5p. circTAF15 may be a novel target to treat bladder cancer in the future.
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Affiliation(s)
- Hong Yang
- Department of Urology, Peking University Cancer Hospital Yunnan, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Peilin He
- Department of Urology, Peking University Cancer Hospital Yunnan, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Wei Luo
- Department of Urology, Peking University Cancer Hospital Yunnan, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Shaoyou Liu
- Department of Urology, Peking University Cancer Hospital Yunnan, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Yong Yang
- Department of Urology, Peking University Cancer Hospital Yunnan, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
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Tao T, Chen Y, Shang Y, He J, Hao J. SMMF: a self-attention-based multi-parametric MRI feature fusion framework for the diagnosis of bladder cancer grading. Front Oncol 2024; 14:1337186. [PMID: 38515574 PMCID: PMC10955083 DOI: 10.3389/fonc.2024.1337186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 02/21/2024] [Indexed: 03/23/2024] Open
Abstract
Background Multi-parametric magnetic resonance imaging (MP-MRI) may provide comprehensive information for graded diagnosis of bladder cancer (BCa). Nevertheless, existing methods ignore the complex correlation between these MRI sequences, failing to provide adequate information. Therefore, the main objective of this study is to enhance feature fusion and extract comprehensive features from MP-MRI using deep learning methods to achieve an accurate diagnosis of BCa grading. Methods In this study, a self-attention-based MP-MRI feature fusion framework (SMMF) is proposed to enhance the performance of the model by extracting and fusing features of both T2-weighted imaging (T2WI) and dynamic contrast-enhanced imaging (DCE) sequences. A new multiscale attention (MA) model is designed to embed into the neural network (CNN) end to further extract rich features from T2WI and DCE. Finally, a self-attention feature fusion strategy (SAFF) was used to effectively capture and fuse the common and complementary features of patients' MP-MRIs. Results In a clinically collected sample of 138 BCa patients, the SMMF network demonstrated superior performance compared to the existing deep learning-based bladder cancer grading model, with accuracy, F1 value, and AUC values of 0.9488, 0.9426, and 0.9459, respectively. Conclusion Our proposed SMMF framework combined with MP-MRI information can accurately predict the pathological grading of BCa and can better assist physicians in diagnosing BCa.
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Affiliation(s)
- Tingting Tao
- Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China
| | - Ying Chen
- Department of Radiology, Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Yunyun Shang
- Department of Radiology, Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Jianfeng He
- Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China
- School of Physics and Electronic Engineering, Yuxi Normal University, Yuxi, China
| | - Jingang Hao
- Department of Radiology, Second Affiliated Hospital of Kunming Medical University, Kunming, China
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Vieira de Sousa T, Guedes de Pinho P, Pinto J. Metabolomic Signatures of Treatment Response in Bladder Cancer. Int J Mol Sci 2023; 24:17543. [PMID: 38139377 PMCID: PMC10743932 DOI: 10.3390/ijms242417543] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 12/13/2023] [Accepted: 12/15/2023] [Indexed: 12/24/2023] Open
Abstract
Bladder cancer (BC) stands as one of the most prevalent urological malignancies, with over 500 thousand newly diagnosed cases annually. Treatment decisions in BC depend on factors like the risk of recurrence, the type of tumor, and the stage of the disease. While standard therapeutic approaches encompass transurethral resection of the bladder tumor, radical cystectomy, and chemo- or immunotherapy, these methods exhibit limited efficacy in mitigating the aggressive and recurrent nature of bladder tumors. To overcome this challenge, it is crucial to develop innovative methods for monitoring and predicting treatment responses among patients with BC. Metabolomics is gaining recognition as a promising approach for discovering biomarkers. It has the potential to reveal metabolic disruptions that precisely reflect how BC patients respond to particular treatments, providing a revolutionary method to improve accuracy in monitoring and predicting outcomes. In this article, we present a comprehensive review of studies employing metabolomics approaches to investigate the metabolic responses associated with different treatment modalities for BC. The review encompasses an exploration of various models, samples, and analytical techniques applied in this context. Special emphasis is placed on the reported changes in metabolite levels derived from these studies, highlighting their potential as biomarkers for personalized medicine in BC.
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Affiliation(s)
- Tiago Vieira de Sousa
- Associate Laboratory i4HB–Institute for Health and Bioeconomy, University of Porto, 4050-313 Porto, Portugal;
- UCIBIO–Applied Molecular Biosciences Unit, Laboratory of Toxicology, Faculty of Pharmacy, University of Porto, Rua Jorge Viterbo Ferreira 228, 4050-313 Porto, Portugal
| | - Paula Guedes de Pinho
- Associate Laboratory i4HB–Institute for Health and Bioeconomy, University of Porto, 4050-313 Porto, Portugal;
- UCIBIO–Applied Molecular Biosciences Unit, Laboratory of Toxicology, Faculty of Pharmacy, University of Porto, Rua Jorge Viterbo Ferreira 228, 4050-313 Porto, Portugal
| | - Joana Pinto
- Associate Laboratory i4HB–Institute for Health and Bioeconomy, University of Porto, 4050-313 Porto, Portugal;
- UCIBIO–Applied Molecular Biosciences Unit, Laboratory of Toxicology, Faculty of Pharmacy, University of Porto, Rua Jorge Viterbo Ferreira 228, 4050-313 Porto, Portugal
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Gao Y, Wang X, Luo H, Chen C, Li J, Sun R, Li D, Sun Z. Exosomal Long Non-Coding Ribonucleic Acid Ribonuclease Component of Mitochondrial Ribonucleic Acid Processing Endoribonuclease Is Defined as a Potential Non-Invasive Diagnostic Biomarker for Bladder Cancer and Facilitates Tumorigenesis via the miR-206/G6PD Axis. Cancers (Basel) 2023; 15:5305. [PMID: 37958478 PMCID: PMC10649581 DOI: 10.3390/cancers15215305] [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: 11/02/2023] [Indexed: 11/15/2023] Open
Abstract
Bladder cancer (BLCA) is one of the cancers that is highly sensitive to specific non-invasive tumor biomarkers that facilitate early diagnosis. Exosome-derived long non-coding RNAs (lncRNAs) hold promise as diagnostic biomarkers for BLCA. In this study, we employed RNA-sequencing to compare the expression patterns of lncRNAs in urine exosomes from three BLCA patients and three healthy individuals. RMRP displayed the most significant differential expression. Elevated RMRP expression levels were observed in urinary and plasma exosomes from BLCA patients compared with those from healthy individuals. RMRP exhibited significant associations with certain BLCA patient clinicopathological features, including tumor stage, poor prognosis, and tumor grade. Combined diagnosis using RMRP in urine and plasma exosomes demonstrated a superior diagnostic performance with receiver operating characteristic curve analysis. RMRP was found to be related to BLCA tumor progression and the cell migration and invasion processes via the miR-206/G6PD axis both in vitro and in vivo. Mechanistically, RMRP serves as an miR-206 sponge, as suggested by dual-luciferase reporter assays and RNA immunoprecipitation. Our study suggests that the combined diagnosis of RMRP in urinary and plasma exosomes can serve as an excellent non-invasive diagnostic biomarker for BLCA patients. Additionally, targeting the RMRP/miR-206/G6PD axis holds promise as a therapeutic strategy for BLCA.
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Affiliation(s)
- Yuting Gao
- Department of Laboratory Medicine, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai 200065, China; (Y.G.); (C.C.); (R.S.)
| | - Xuan Wang
- Department of Pharmacy, Putuo People’s Hospital, School of Medicine, Tongji University, Shanghai 200060, China;
| | - Huarong Luo
- Department of Urology, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai 200065, China;
| | - Chen Chen
- Department of Laboratory Medicine, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai 200065, China; (Y.G.); (C.C.); (R.S.)
| | - Jing Li
- Department of Laboratory Medicine, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai 200065, China; (Y.G.); (C.C.); (R.S.)
| | - Ruixin Sun
- Department of Laboratory Medicine, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai 200065, China; (Y.G.); (C.C.); (R.S.)
| | - Dong Li
- Department of Laboratory Medicine, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai 200065, China; (Y.G.); (C.C.); (R.S.)
| | - Zujun Sun
- Department of Laboratory Medicine, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai 200065, China; (Y.G.); (C.C.); (R.S.)
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10
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Mohamed HI, Aly M, Badran Y, Fawzy M, El-damanhory H, Gomma A, Ghoneimy OM, Abdelaleem MF, Elsharkawy M, Fayad S, Zidan AM, Soltan HA, Samih TA, Aboelsaad AY, Abdel Gawad AM, Moustafa BEA, Abbas H, Aly NM, Elhawary R, Hasan A. Recent advances in three-dimensional ultrasound virtual cystoscopy in modeling and local staging for urothelial carcinoma with histopathological correlation: a cohort prospective study. Ann Med Surg (Lond) 2023; 85:5365-5371. [PMID: 37915685 PMCID: PMC10617848 DOI: 10.1097/ms9.0000000000001345] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 09/16/2023] [Indexed: 11/03/2023] Open
Abstract
Background Bladder urothelial carcinoma is an alarming urologic malignancy. Complex factors like modelling and local staging can affect treatment strategy. However, local staging, particularly the muscle invasion status, significantly influences decisions regarding treatment strategies. Therefore, this study aims to evaluate the novel advances of three-dimensional (3D) ultrasound (US) imaging to assess local staging in comparison with conventional cystoscopy. Methods Forty-three patients with painless haematuria and conventional cystoscopy findings of bladder mass underwent 3D US virtual cystoscopy. All specimens from conventional cystoscopy were processed histologically. Results Out of 43 participants, 18 (41.9%) patients proved to have invasive urothelial carcinoma by histopathology. The 3D US had a sensitivity of 97.5% and a specificity of 100%; however conventional cystoscopy was accurate in only 53.5% of the studied cases. Furthermore, in the case of malignant ulcers, mural extension into both the submucosal and the muscle layers was more readily appreciated in multiplanar images. Conclusion 3D US updates are promising for use in bladder tumour modelling and local staging; however, they can be of value in evaluating mural and extramural tumour extent and have proven accuracy.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Hassan A. Soltan
- Department of Radiology, Faculty of Medicine, Aswan University, Aswan
| | - Tamer A.A. Samih
- Department of Radiology, Faculty of Medicine, Benha University, Benha
| | | | | | | | | | - Noha M. Aly
- Department of Pathology, Faculty of Medicine for Girls, Al-Azhar University
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11
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Coppola A, Gatta T, Pini GM, Scordi G, Fontana F, Piacentino F, Minici R, Laganà D, Basile A, Dehò F, Carcano G, Franzi F, Uccella S, Sessa F, Venturini M. Neuroendocrine Carcinoma of the Urinary Bladder: CT Findings and Radiomics Signature. J Clin Med 2023; 12:6510. [PMID: 37892647 PMCID: PMC10607129 DOI: 10.3390/jcm12206510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Revised: 10/07/2023] [Accepted: 10/12/2023] [Indexed: 10/29/2023] Open
Abstract
Background: We present a case series of Neuroendocrine Carcinoma of the Urinary Bladder (NECB) to analyse their radiologic appearance on CT, find a "Radiomic signature", and review the current literature. Methods: 14 CT cases of NECB were reviewed and compared with a control group of 42 patients with high-grade non-neuroendocrine bladder neoplasm for the following parameters: ring enhancement; implantation site; dimensions; density; margins; central necrosis; calcifications; number of lesions; wall thickness; depth of invasion in the soft tissue; invasion of fat tissue; invasion of adjacent organs; lymph-node involvement; abdominal organ metastasis. To extract radiomic features, volumes of interest of bladder lesions were manually delineated on the portal-venous phase. The radiomic features of the two groups were identified and compared. Results: Statistical differences among NECB and control group were found in the prevalence of male sex (100% vs. 69.0%), hydronephrosis (71.4% vs. 33.3%), mean density of the mass (51.01 ± 15.48 vs. 76.27 ± 22.26 HU); product of the maximum diameters on the axial plane (38.1 ± 59.3 vs. 14.44 ± 12.98 cm2) in the control group, trigonal region involvement (78.57% vs. 19.05%). About the radiomic features, Student's t-test showed significant correlation for the variables: "DependenceNonUniformity" (p: 0.048), "JointAverage" (p: 0.013), "LargeAreaLowGrayLevelEmphasis" (p: 0.014), "Maximum2DDiameterColumn" (p: 0.04), "Maximum 2DDiameterSlice" (p: 0.007), "MeanAbsoluteDeviation" (p: 0.021), "BoundingBoxA" (p: 0.022) and "CenterOfMassB" (p: 0.007). Conclusions: There is a typical pattern (male patient, large mass, trigonal area involvement) of NECB presentation on contrast-enhanced CT. Certain morphological characteristics and encouraging results about Radiomic features can help define the diagnosis.
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Affiliation(s)
- Andrea Coppola
- Diagnostic and Interventional Radiology Unit, Circolo Hospital, ASST Sette Laghi, 21100 Varese, Italy; (T.G.); (F.F.); (F.P.); (M.V.)
- Department of Medicine and Technological Innovation, Insubria University, 21100 Varese, Italy; (F.D.); (G.C.); (F.F.); (F.S.)
| | - Tonia Gatta
- Diagnostic and Interventional Radiology Unit, Circolo Hospital, ASST Sette Laghi, 21100 Varese, Italy; (T.G.); (F.F.); (F.P.); (M.V.)
- Department of Medicine and Technological Innovation, Insubria University, 21100 Varese, Italy; (F.D.); (G.C.); (F.F.); (F.S.)
| | - Giacomo Maria Pini
- Department of Pathology, Azienda Ospedaliera SS Antonio e Biagio e Cesare Arrigo, 15121 Alessandria, Italy;
| | - Giorgia Scordi
- Postgraduate School of Radiology Technician, Insubria University, 21100 Varese, Italy;
| | - Federico Fontana
- Diagnostic and Interventional Radiology Unit, Circolo Hospital, ASST Sette Laghi, 21100 Varese, Italy; (T.G.); (F.F.); (F.P.); (M.V.)
- Department of Medicine and Technological Innovation, Insubria University, 21100 Varese, Italy; (F.D.); (G.C.); (F.F.); (F.S.)
| | - Filippo Piacentino
- Diagnostic and Interventional Radiology Unit, Circolo Hospital, ASST Sette Laghi, 21100 Varese, Italy; (T.G.); (F.F.); (F.P.); (M.V.)
- Department of Medicine and Technological Innovation, Insubria University, 21100 Varese, Italy; (F.D.); (G.C.); (F.F.); (F.S.)
| | - Roberto Minici
- Radiology Unit, Department of Experimental and Clinical Medicine, University Hospital Mater Domini, Magna Graecia University of Catanzaro, 88100 Catanzaro, Italy; (R.M.); (D.L.)
| | - Domenico Laganà
- Radiology Unit, Department of Experimental and Clinical Medicine, University Hospital Mater Domini, Magna Graecia University of Catanzaro, 88100 Catanzaro, Italy; (R.M.); (D.L.)
| | - Antonio Basile
- Radiodiagnostic and Radiotherapy Unit, Department of Medical and Surgical Sciences and Advanced Technologies, University Hospital “Policlinico-Vittorio Emanuele”, 95123 Catania, Italy;
| | - Federico Dehò
- Department of Medicine and Technological Innovation, Insubria University, 21100 Varese, Italy; (F.D.); (G.C.); (F.F.); (F.S.)
- Urology Unit, CircoloHospital, ASST Sette Laghi, 21100 Varese, Italy
| | - Giulio Carcano
- Department of Medicine and Technological Innovation, Insubria University, 21100 Varese, Italy; (F.D.); (G.C.); (F.F.); (F.S.)
- General, Emergency and Transplant Surgery Unit, Circolo Hospital, ASST Sette Laghi, 21100 Varese, Italy
| | - Francesca Franzi
- Department of Medicine and Technological Innovation, Insubria University, 21100 Varese, Italy; (F.D.); (G.C.); (F.F.); (F.S.)
- Patology Unit, Circolo Hospital, ASST Sette Laghi, 21100 Varese, Italy
| | - Silvia Uccella
- Pathology Unit, Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Italy;
| | - Fausto Sessa
- Department of Medicine and Technological Innovation, Insubria University, 21100 Varese, Italy; (F.D.); (G.C.); (F.F.); (F.S.)
- Patology Unit, Circolo Hospital, ASST Sette Laghi, 21100 Varese, Italy
| | - Massimo Venturini
- Diagnostic and Interventional Radiology Unit, Circolo Hospital, ASST Sette Laghi, 21100 Varese, Italy; (T.G.); (F.F.); (F.P.); (M.V.)
- Department of Medicine and Technological Innovation, Insubria University, 21100 Varese, Italy; (F.D.); (G.C.); (F.F.); (F.S.)
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12
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Hu X, Sun C, Ren X, Ge S, Xie C, Li X, Zhu Y, Ding H. Contrast-enhanced Ultrasound Combined With Elastography for the Evaluation of Muscle-invasive Bladder Cancer in Rats. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023; 42:1999-2011. [PMID: 36896871 DOI: 10.1002/jum.16216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 02/17/2023] [Accepted: 02/21/2023] [Indexed: 06/18/2023]
Abstract
OBJECTIVES By comparing with the control group, we evaluated the usefulness of contrast-enhanced ultrasound (CEUS) combined with elastography for the assessment of muscle invasion by bladder cancer (MIBC) in a Sprague-Dawley (SD) rat model. METHODS In the experimental group, 40 SD rats developed in situ bladder cancer (BLCA) in response to N-methyl-N-nitrosourea treatment, whereas 40 SD rats were included in the control group for comparison. We compared PI, Emean , microvessel density (MVD), and collagen fiber content (CFC) between the two groups. In the experimental group, Bland-Altman test was used to assess the relationships between various parameters. The largest Youden value was used as the cut-off point, and binomial logistic regression analysis was performed to analyze the PI and Emean . Receiver operating characteristic (ROC) curve analysis was performed to determine the diagnostic power of parameters, individually and in combination. RESULTS The PI, Emean , MVD, and CFC were significantly lower in the control group than in the experimental group (P < .05). The PI, Emean , MVD, and CFC were significantly higher for MIBC than for non-muscle-invasive bladder cancer (P < .05). There were significant correlations between PI and MVD, and between Emean and CFC. The diagnostic efficiency analysis showed PI had the highest sensitivity, CFC had the highest specificity, and PI + Emean had the highest diagnostic efficacy. CONCLUSION CEUS and elastography can distinguish lesions from normal tissue. PI, MVD, Emean , and CFC were useful for the detection of BLCA myometrial invasion. The comprehensive utilization of PI and Emean improved diagnostic accuracy and have clinical application.
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Affiliation(s)
- Xing Hu
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai, China
| | - Chuanyu Sun
- Department of Urology, Huashan Hospital, Fudan University, Shanghai, China
| | - Xinping Ren
- Department of Ultrasound, Ruijin Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Shengyang Ge
- Department of Urology, Huashan Hospital, Fudan University, Shanghai, China
| | - Chunmei Xie
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai, China
| | - Xiangyu Li
- Department of Laboratory Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Yingfeng Zhu
- Department of Pathology, Huashan Hospital, Fudan University, Shanghai, China
| | - Hong Ding
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai, China
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13
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Abstract
PURPOSE OF REVIEW The aim of this study was to summarize the available evidence on different PET imaging modalities for the staging of patients diagnosed with bladder cancer (BCa). We further discuss the use of PET/computed tomography (CT) and PET/MRI with different radiopharmaceuticals to characterize tumour biology for treatment guidance. RECENT FINDINGS Available evidence supports the benefits of PET/CT in BCa staging due to its higher accuracy in the detection of nodal metastases compared with CT alone. The use of PET/MRI is of major future interest due to the higher soft tissue contrast of MRI, which might enable the early detection of the tumour in the bladder. For the time being, the sensitivity of PET/MRI is still too low, when it comes to the diagnosis of early-stage BCa. This is mainly due to the renal excretion of the commonly used [ 18 F]FDG PET tracer, wherefore small lesions in the wall of the bladder can be missed. Novel studies using PET radiopharmaceuticals to target immune checkpoints or other immune cell targets (immunoPET) demonstrated high uptake in tumour lesions with high PD-L1 expression. The use of immunoPET could therefore help identify BCa patients who exhibit PD-L1 positive tumours for systemic immune-therapy. SUMMARY PET/CT and PET/MRI seem to be promising imaging tools in BCa staging, especially for the detection of lymph node and distant metastases, as they are more accurate than conventional CT. Future clinical trials with novel radiopharmaceuticals and machine-learning driven PET-technologies bear the potential to help in the early detection, staging, monitoring and precision-medicine approach. Specifically, immunoPET is of high future interest, as it could help develop the concept of precision-medicine in the age of immunotherapy.
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Affiliation(s)
- Dina Muin
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine
| | - Ekaterina Laukhtina
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
- Institute for Urology and Reproductive Health, Sechenov University, Moscow, Russia
| | - Marcus Hacker
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine
| | - Shahrokh F Shariat
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
- Institute for Urology and Reproductive Health, Sechenov University, Moscow, Russia
- Karl Landsteiner Institute of Urology and Andrology, Vienna, Austria
- Department of Urology, Weill Cornell Medical College, New York, New York
- Department of Urology, University of Texas Southwestern, Dallas, Texas, USA
- Department of Urology, Second Faculty of Medicine, Charles University, Prague, Czech Republic
- Division of Urology, Department of Special Surgery, Jordan University Hospital, The University of Jordan, Amman, Jordan
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14
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Yoon JW, Park SB, Lee ES, Park HJ. Multidetector computed tomography evaluation of bladder lesions. THE EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE 2023; 54:35. [DOI: 10.1186/s43055-023-00987-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Accepted: 02/05/2023] [Indexed: 09/27/2023] Open
Abstract
Abstract
Background
Urinary bladder tumors are the most common type of tumors detected in patients with gross hematuria. Multidetector computed tomography (MDCT) is an accurate method for detecting bladder lesions. This review aims to describe the features of MDCT and the possible values for distinguishing these lesions in the bladder.
Main body
In this review, we discuss the role of MDCT in the evaluation of patients with bladder cancer and describe a broad spectrum of bladder lesions, including malignant bladder lesions beyond bladder cancer, benign bladder lesions, and diffuse bladder wall thickening.
Short conclusion
Familiarity with the clinical presentations and imaging features of bladder lesions can lead to more accurate diagnosis and appropriate management.
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15
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Calace FP, Napolitano L, Arcaniolo D, Stizzo M, Barone B, Crocetto F, Olivetta M, Amicuzi U, Cirillo L, Rubinacci A, Lecce A, Pandolfo SD, Langella NA, Persico F, Trama F, Quattrone C, Bottone F, Spirito L, De Sio M, Manfredi C. Micro-Ultrasound in the Diagnosis and Staging of Prostate and Bladder Cancer: A Comprehensive Review. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:1624. [PMID: 36363581 PMCID: PMC9695797 DOI: 10.3390/medicina58111624] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 11/06/2022] [Accepted: 11/08/2022] [Indexed: 08/07/2023]
Abstract
Background and Objectives: Multiparametric magnetic resonance imaging (mpMRI) of the prostate and prostate-specific membrane antigen positron emission tomography (PSMA PET) are some examples of how the advancement of imaging techniques have revolutionized the diagnosis, staging, and consequently management of patients with prostate cancer (PCa). Although with less striking results, novel radiological modalities have also been proposed for bladder cancer (BCa) in recent years. Micro-ultrasound (MUS) is an imaging examination characterized by high real-time spatial resolution, recently introduced in the urological field. This article aimed to describe the current evidence regarding the application of MUS for the diagnosis and staging of PCa and BCa. Materials and Methods: We designed a narrative review. A comprehensive search in the MEDLINE, Scopus, and Cochrane Library databases was performed. Articles in English-language and published until July 2022 were deemed eligible. Retrospective and prospective primary clinical studies, as well as meta-analyses, were included. Results: MUS-guided prostate biopsy showed high sensitivity (0.91, 95% CI, 0.79-0.97) in the diagnosis of clinically significant PCa (csPCa). It was associated with a higher detection rate of csPCa than a systematic biopsy (1.18, 95% CI 0.83-1.68). No significant difference was found between MUS and mpMRI-guided biopsy in the total detection of PCa (p = 0.89) and in the detection of Grade Groups ≥ 2 (p = 0.92). The use of MUS to distinguish between non-muscle-invasive and muscle-invasive BCa was described, highlighting an up-staging with MUS only in a minority of cases (28.6%). Conclusions: Promising findings have emerged regarding the feasibility and accuracy of MUS in the diagnosis and staging of PCa and BCa. However, the available evidence is limited and should be considered preliminary.
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Affiliation(s)
- Francesco Paolo Calace
- Unit of Urology, Department of Woman, Child and General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80131 Naples, Italy
| | - Luigi Napolitano
- Unit of Urology, Department of Neurosciences, Reproductive Sciences, and Odontostomatology, University of Naples “Federico II”, 80131 Naples, Italy
| | - Davide Arcaniolo
- Unit of Urology, Department of Woman, Child and General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80131 Naples, Italy
| | - Marco Stizzo
- Unit of Urology, Department of Woman, Child and General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80131 Naples, Italy
| | - Biagio Barone
- Unit of Urology, Department of Neurosciences, Reproductive Sciences, and Odontostomatology, University of Naples “Federico II”, 80131 Naples, Italy
| | - Felice Crocetto
- Unit of Urology, Department of Neurosciences, Reproductive Sciences, and Odontostomatology, University of Naples “Federico II”, 80131 Naples, Italy
| | - Michelangelo Olivetta
- Unit of Urology, Department of Woman, Child and General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80131 Naples, Italy
| | - Ugo Amicuzi
- Unit of Urology, Department of Woman, Child and General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80131 Naples, Italy
| | - Luigi Cirillo
- Unit of Urology, Department of Neurosciences, Reproductive Sciences, and Odontostomatology, University of Naples “Federico II”, 80131 Naples, Italy
| | - Andrea Rubinacci
- Unit of Urology, Department of Woman, Child and General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80131 Naples, Italy
| | - Arturo Lecce
- Unit of Urology, Department of Woman, Child and General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80131 Naples, Italy
| | - Savio Domenico Pandolfo
- Unit of Urology, Department of Neurosciences, Reproductive Sciences, and Odontostomatology, University of Naples “Federico II”, 80131 Naples, Italy
| | | | | | - Francesco Trama
- Department of Surgical and Biomedical Science, Andrological and Urogynecological Clinic, Santa Maria Terni Hospital, University of Perugia, 05100 Terni, Italy
| | - Carmelo Quattrone
- Unit of Urology, Department of Woman, Child and General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80131 Naples, Italy
| | - Francesco Bottone
- Unit of Urology, Department of Woman, Child and General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80131 Naples, Italy
| | - Lorenzo Spirito
- Unit of Urology, Department of Woman, Child and General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80131 Naples, Italy
| | - Marco De Sio
- Unit of Urology, Department of Woman, Child and General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80131 Naples, Italy
| | - Celeste Manfredi
- Unit of Urology, Department of Woman, Child and General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80131 Naples, Italy
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Huang X, Wang X, Lan X, Deng J, Lei Y, Lin F. The role of radiomics with machine learning in the prediction of muscle-invasive bladder cancer: A mini review. Front Oncol 2022; 12:990176. [PMID: 36059618 PMCID: PMC9428259 DOI: 10.3389/fonc.2022.990176] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Accepted: 07/27/2022] [Indexed: 11/13/2022] Open
Abstract
Bladder cancer is a common malignant tumor in the urinary system. Depending on whether bladder cancer invades muscle tissue, it is classified into non-muscle-invasive bladder cancer (NMIBC) and muscle-invasive bladder cancer (MIBC). It is crucial to accurately diagnose the muscle invasion of bladder cancer for its clinical management. Although imaging modalities such as CT and multiparametric MRI play an important role in this regard, radiomics has shown great potential with the development and innovation of precision medicine. It features outstanding advantages such as non-invasive and high efficiency, and takes on important significance in tumor assessment and laor liberation. In this article, we provide an overview of radiomics in the prediction of muscle-invasive bladder cancer and reflect on its future trends and challenges.
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Affiliation(s)
- Xiaodan Huang
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China
| | - Xiangyu Wang
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China
| | - Xinxin Lan
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China
| | - Jinhuan Deng
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China
| | - Yi Lei
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China
| | - Fan Lin
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China
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17
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Imaging of the Kidney and Urinary Tract: Current and Future Trends. Medicina (B Aires) 2022; 58:medicina58050673. [PMID: 35630091 PMCID: PMC9148005 DOI: 10.3390/medicina58050673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 05/12/2022] [Accepted: 05/16/2022] [Indexed: 12/02/2022] Open
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18
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Starmans MPA, Ho LS, Smits F, Beije N, de Kruijff I, de Jong JJ, Somford DM, Boevé ER, te Slaa E, Cauberg ECC, Klaver S, van der Heijden AG, Wijburg CJ, van de Luijtgaarden ACM, van Melick HHE, Cauffman E, de Vries P, Jacobs R, Niessen WJ, Visser JJ, Klein S, Boormans JL, van der Veldt AAM. Optimization of Preoperative Lymph Node Staging in Patients with Muscle-Invasive Bladder Cancer Using Radiomics on Computed Tomography. J Pers Med 2022; 12:726. [PMID: 35629148 PMCID: PMC9147130 DOI: 10.3390/jpm12050726] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 04/27/2022] [Accepted: 04/27/2022] [Indexed: 12/10/2022] Open
Abstract
Approximately 25% of the patients with muscle-invasive bladder cancer (MIBC) who are clinically node negative have occult lymph node metastases at radical cystectomy (RC) and pelvic lymph node dissection. The aim of this study was to evaluate preoperative CT-based radiomics to differentiate between pN+ and pN0 disease in patients with clinical stage cT2-T4aN0-N1M0 MIBC. Patients with cT2-T4aN0-N1M0 MIBC, of whom preoperative CT scans and pathology reports were available, were included from the prospective, multicenter CirGuidance trial. After manual segmentation of the lymph nodes, 564 radiomics features were extracted. A combination of different machine-learning methods was used to develop various decision models to differentiate between patients with pN+ and pN0 disease. A total of 209 patients (159 pN0; 50 pN+) were included, with a total of 3153 segmented lymph nodes. None of the individual radiomics features showed significant differences between pN+ and pN0 disease, and none of the radiomics models performed substantially better than random guessing. Hence, CT-based radiomics does not contribute to differentiation between pN+ and pN0 disease in patients with cT2-T4aN0-N1M0 MIBC.
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Affiliation(s)
- Martijn P. A. Starmans
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (L.S.H.); (F.S.); (W.J.N.); (J.J.V.); (S.K.); (A.A.M.v.d.V.)
| | - Li Shen Ho
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (L.S.H.); (F.S.); (W.J.N.); (J.J.V.); (S.K.); (A.A.M.v.d.V.)
| | - Fokko Smits
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (L.S.H.); (F.S.); (W.J.N.); (J.J.V.); (S.K.); (A.A.M.v.d.V.)
| | - Nick Beije
- Department of Medical Oncology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (N.B.); (I.d.K.)
| | - Inge de Kruijff
- Department of Medical Oncology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (N.B.); (I.d.K.)
| | - Joep J. de Jong
- Department of Urology, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (J.J.d.J.); (J.L.B.)
| | - Diederik M. Somford
- Department of Urology, Canisius-Wilhelmina Hospital, 6532 SZ Nijmegen, The Netherlands;
| | - Egbert R. Boevé
- Department of Urology, Franciscus Gasthuis & Vlietland, 3045 PM Rotterdam, The Netherlands;
| | - Ed te Slaa
- Department of Urology, Isala, 8025 AB Zwolle, The Netherlands; (E.t.S.); (E.C.C.C.)
| | | | - Sjoerd Klaver
- Department of Urology, Maasstad, 3079 DZ Rotterdam, The Netherlands;
| | | | - Carl J. Wijburg
- Department of Urology, Rijnstate, 6815 AD Arnhem, The Netherlands;
| | | | - Harm H. E. van Melick
- Department of Urology, St Antonius Ziekenhuis, Nieuwegein, 3543 AZ Utrecht, The Netherlands;
| | - Ella Cauffman
- Department of Urology, Zuyderland, 6162 BG Sittard, The Netherlands; (E.C.); (P.d.V.); (R.J.)
| | - Peter de Vries
- Department of Urology, Zuyderland, 6162 BG Sittard, The Netherlands; (E.C.); (P.d.V.); (R.J.)
| | - Rens Jacobs
- Department of Urology, Zuyderland, 6162 BG Sittard, The Netherlands; (E.C.); (P.d.V.); (R.J.)
| | - Wiro J. Niessen
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (L.S.H.); (F.S.); (W.J.N.); (J.J.V.); (S.K.); (A.A.M.v.d.V.)
| | - Jacob J. Visser
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (L.S.H.); (F.S.); (W.J.N.); (J.J.V.); (S.K.); (A.A.M.v.d.V.)
| | - Stefan Klein
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (L.S.H.); (F.S.); (W.J.N.); (J.J.V.); (S.K.); (A.A.M.v.d.V.)
| | - Joost L. Boormans
- Department of Urology, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (J.J.d.J.); (J.L.B.)
| | - Astrid A. M. van der Veldt
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (L.S.H.); (F.S.); (W.J.N.); (J.J.V.); (S.K.); (A.A.M.v.d.V.)
- Department of Medical Oncology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (N.B.); (I.d.K.)
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Maffei ME. Magnetic Fields and Cancer: Epidemiology, Cellular Biology, and Theranostics. Int J Mol Sci 2022; 23:1339. [PMID: 35163262 PMCID: PMC8835851 DOI: 10.3390/ijms23031339] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 01/22/2022] [Accepted: 01/22/2022] [Indexed: 02/08/2023] Open
Abstract
Humans are exposed to a complex mix of man-made electric and magnetic fields (MFs) at many different frequencies, at home and at work. Epidemiological studies indicate that there is a positive relationship between residential/domestic and occupational exposure to extremely low frequency electromagnetic fields and some types of cancer, although some other studies indicate no relationship. In this review, after an introduction on the MF definition and a description of natural/anthropogenic sources, the epidemiology of residential/domestic and occupational exposure to MFs and cancer is reviewed, with reference to leukemia, brain, and breast cancer. The in vivo and in vitro effects of MFs on cancer are reviewed considering both human and animal cells, with particular reference to the involvement of reactive oxygen species (ROS). MF application on cancer diagnostic and therapy (theranostic) are also reviewed by describing the use of different magnetic resonance imaging (MRI) applications for the detection of several cancers. Finally, the use of magnetic nanoparticles is described in terms of treatment of cancer by nanomedical applications for the precise delivery of anticancer drugs, nanosurgery by magnetomechanic methods, and selective killing of cancer cells by magnetic hyperthermia. The supplementary tables provide quantitative data and methodologies in epidemiological and cell biology studies. Although scientists do not generally agree that there is a cause-effect relationship between exposure to MF and cancer, MFs might not be the direct cause of cancer but may contribute to produce ROS and generate oxidative stress, which could trigger or enhance the expression of oncogenes.
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Affiliation(s)
- Massimo E Maffei
- Department Life Sciences and Systems Biology, University of Turin, Via Quarello 15/a, 10135 Turin, Italy
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Tanabe S, Sugino S, Niiya K, Ichida K, Morishima S. A Case of Incidental Detection of Asymptomatic Bladder Cancer by Transvaginal Ultrasound. Cureus 2021; 13:e20451. [PMID: 34956801 PMCID: PMC8675591 DOI: 10.7759/cureus.20451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/15/2021] [Indexed: 11/17/2022] Open
Abstract
We report a case of an incidental diagnosis of early asymptomatic bladder cancer using transvaginal ultrasonography. The patient was a 68-year-old female without urinary symptoms. Transvaginal ultrasonography revealed a 2-cm papillary mass in the bladder mucosa. Urine cytology revealed the presence of atypical cells indicative of malignancy. Cystoscopy revealed a stalked papillary tumor at the apex of the posterior wall of the bladder. Transurethral resection of the bladder tumor was performed, and a 2-cm papillary tumor was resected. A pathological diagnosis of non-muscle-invasive bladder cancer was made.
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Affiliation(s)
- Shohei Tanabe
- Obstetrics and Gynecology, Kobe City Medical Center West Hospital, Kobe, JPN
| | - Sachiyo Sugino
- Obstetrics and Gynecology, Kobe City Medical Center West Hospital, Kobe, JPN
| | - Kiyoshi Niiya
- Obstetrics and Gynecology, Kobe City Medical Center West Hospital, Kobe, JPN
| | - Kotaro Ichida
- Obstetrics and Gynecology, Kobe City Medical Center West Hospital, Kobe, JPN
| | - Syuji Morishima
- Obstetrics and Gynecology, Kobe City Medical Center West Hospital, Kobe, JPN
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Kujdowicz M, Mech B, Chrabaszcz K, Chlosta P, Okon K, Malek K. FTIR Spectroscopic Imaging Supports Urine Cytology for Classification of Low- and High-Grade Bladder Carcinoma. Cancers (Basel) 2021; 13:cancers13225734. [PMID: 34830887 PMCID: PMC8616357 DOI: 10.3390/cancers13225734] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 11/08/2021] [Accepted: 11/10/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Human urine cytological samples were investigated using Fourier transform infrared spectroscopic imaging in terms of recognition of bladder cancer. The clustering of IR spectra of whole cytological smears revealed very good spectral correlation with normal urothelial cell features. Next, the combination of spectral information derived from unsupervised hierarchical cluster analysis and partial least square discriminant analysis (PLS-DA) classified normal vs. low- and high-grade bladder urothelial carcinoma with sensitivity and specificity of 90–97%. Abstract Bladder urothelial carcinoma (BC) is a common, recurrent, life-threatening, and unpredictable disease which is difficult to diagnose. These features make it one of the costliest malignancies. Although many possible diagnostic methods are available, molecular heterogeneity and difficulties in cytological or histological examination induce an urgent need to improve diagnostic techniques. Herein, we applied Fourier transform infrared spectroscopy in imaging mode (FTIR) to investigate patients’ cytology samples assigned to normal (N), low-grade (LG) and high-grade (HG) BC. With unsupervised hierarchical cluster analysis (UHCA) and hematoxylin-eosin (HE) staining, we observed a correlation between N cell types and morphology. High-glycogen superficial (umbrella) and low-glycogen piriform urothelial cells, both with normal morphology, were observed. Based on the spectra derived from UHCA, principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) were performed, indicating a variation of protein content between the patient groups. Moreover, BC spectral cytology identified a low number of high-glycogen cells for which a shift of the carbohydrate/phosphate bands was also observed. Despite high cellular heterogeneity, PLS-DA was able to classify the spectra obtained. The voided urine FTIR cytology is one of the options that might be helpful in BC diagnosis, as high sensitivity and specificity up to 97% were determined.
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Affiliation(s)
- Monika Kujdowicz
- Department of Pathomorphology, Faculty of Medicine, Jagiellonian University Medical College, Grzegorzecka 16, 31-531 Krakow, Poland;
- Faculty of Chemistry, Jagiellonian University in Krakow, Gronostajowa 2, 30-387 Krakow, Poland; (B.M.); (K.C.)
| | - Brygida Mech
- Faculty of Chemistry, Jagiellonian University in Krakow, Gronostajowa 2, 30-387 Krakow, Poland; (B.M.); (K.C.)
| | - Karolina Chrabaszcz
- Faculty of Chemistry, Jagiellonian University in Krakow, Gronostajowa 2, 30-387 Krakow, Poland; (B.M.); (K.C.)
- Department of Experimental Physics of Complex Systems, Institute of Nuclear Physics, Polish Academy of Sciences, Radzikowskiego 152, 31-342 Krakow, Poland
| | - Piotr Chlosta
- Department of Urology, Faculty of Medicine, Jagiellonian University Medical College, Jakubowskiego 2, 30-688 Krakow, Poland;
| | - Krzysztof Okon
- Department of Pathomorphology, Faculty of Medicine, Jagiellonian University Medical College, Grzegorzecka 16, 31-531 Krakow, Poland;
- Correspondence: (K.O.); (K.M.)
| | - Kamilla Malek
- Faculty of Chemistry, Jagiellonian University in Krakow, Gronostajowa 2, 30-387 Krakow, Poland; (B.M.); (K.C.)
- Correspondence: (K.O.); (K.M.)
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