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Alizadeh LS, Radek D, Booz C, Verloh N, Yel I, Koch V, Martin S, Gruenewald LD, Dimitrova M, Vogl TJ. Prostatic Artery Embolization: Lessons From 551 Procedures at a Single-Center. Acad Radiol 2024; 31:4519-4527. [PMID: 38862346 DOI: 10.1016/j.acra.2024.05.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 05/21/2024] [Accepted: 05/21/2024] [Indexed: 06/13/2024]
Abstract
RATIONALE AND OBJECTIVES This retrospective study evaluates the efficacy and safety of Prostatic Artery Embolization (PAE) for the treatment of benign prostatic hyperplasia (BPH) over five years at a single center, conducted by an experienced interventional radiologist. MATERIALS AND METHODS We analyzed 551 PAE interventions from January 2019 to July 2023. Key metrics included patient demographics, procedural details (radiation exposure, particle size), complication rates, pre- and post-interventional prostatic volume (PV), Prostate-specific Antigen (PSA) levels, International Prostate Symptom Score (IPSS), Quality of Life (QoL) scores and International Index of Erectile Function (IIEF) scores. We assessed data normality, performed group and paired sample comparisons, and evaluated correlations. RESULTS For 551 men, the average patient age was 68.81 ± 8.61 years undergoing bilateral embolization. The particle size predominantly used was 100-300 µm (n = 441). PAE lead to significant (p < .001) reduction of both PV (-9.67 ± 14.52 mL) and PSA level (-2,65 ± 1.56 ng/mL) between pre- and three months after PAE. Substantial improvement were observed for IPSS (-9 points) and QoL scores (-2 points), with stable IIEF scores. Only minor complications (n = 16) were reported, and no major complications were observed. Between the first PAE in 2019 and the routinely performed PAE in 2023 significant (p < .0001) reductions in fluoroscopy (-25.2%), and procedural times (-26.1%) were observed. CONCLUSION In conclusion, PAE is a safe and effective treatment for BPH, offering significant improvements in lower urinary tract symptoms (LUTS) and QoL while maintaining sexual function.
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Affiliation(s)
- Leona S Alizadeh
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany; Division of Experimental Imaging, Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany.
| | - David Radek
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Christian Booz
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany; Division of Experimental Imaging, Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Niklas Verloh
- Department of Diagnostic and Interventional Radiology, University Hospital Freiburg, Germany
| | - Ibrahim Yel
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany; Division of Experimental Imaging, Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Vitali Koch
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany; Division of Experimental Imaging, Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Simon Martin
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany; Division of Experimental Imaging, Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Leon D Gruenewald
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany; Division of Experimental Imaging, Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Mirela Dimitrova
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany; Division of Experimental Imaging, Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Thomas J Vogl
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
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Bhatia A, Titus R, Porto JG, Katz J, Lopategui DM, Marcovich R, Parekh DJ, Shah HN. Application of Natural Language Processing in Electronic Health Record Data Extraction for Navigating Prostate Cancer Care: A Narrative Review. J Endourol 2024; 38:852-864. [PMID: 38613805 DOI: 10.1089/end.2023.0690] [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: 04/15/2024] Open
Abstract
Introduction: Natural language processing (NLP)-based data extraction from electronic health records (EHRs) holds significant potential to simplify clinical management and aid research. This review aims to evaluate the current landscape of NLP-based data extraction in prostate cancer (PCa) management. Materials and Methods: We conducted a literature search of PubMed and Google Scholar databases using the keywords: "Natural Language Processing," "Prostate Cancer," "data extraction," and "EHR" with variations of each. No language or time limits were imposed. All results were collected in a standardized manner, including country of origin, sample size, algorithm, objective of outcome, and model performance. The precision, recall, and the F1 score of studies were collected as a metric of model performance. Results: Of the 14 studies included in the review, 2 articles focused on documenting digital rectal examinations, 1 on identifying and quantifying pain secondary to PCa, 8 on extracting staging/grading information from clinical reports, with an emphasis on TNM-classification, risk stratification, and identifying metastasis, 2 articles focused on patient-centered post-treatment outcomes such as incontinence, erectile, and bowel dysfunction, and 1 on loneliness/social isolation following PCa diagnosis. All models showed moderate to high data annotation/extraction accuracy compared with the gold standard method of manual data extraction by chart review. Despite their potential, NLPs face challenges in handling ambiguous, institution-specific language and context nuances, leading to occasional inaccuracies in clinical data interpretation. Conclusion: NLP-based data extraction has effectively extracted various outcomes from PCa patients' EHRs. It holds the potential for automating outcome monitoring and data collection, resulting in time and labor savings.
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Affiliation(s)
- Ansh Bhatia
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, Miami, Florida, USA
- Seth GS Medical College and King Edward Memorial Hospital, Mumbai, India
| | - Renil Titus
- Seth GS Medical College and King Edward Memorial Hospital, Mumbai, India
| | - Joao G Porto
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Jonathan Katz
- Department of Urology, University of California, San Diego, San Diego, California, USA
| | - Diana M Lopategui
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Robert Marcovich
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Dipen J Parekh
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Hemendra N Shah
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, Miami, Florida, USA
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Moramarco L, Grande AM, Vertemati M, Aseni P. Prostate Artery Embolization in the Treatment of Massive Intractable Bleeding from Prostatic Neoplasms: A Case Report and Systematic Review. J Clin Med 2023; 13:65. [PMID: 38202072 PMCID: PMC10780233 DOI: 10.3390/jcm13010065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 12/12/2023] [Accepted: 12/19/2023] [Indexed: 01/12/2024] Open
Abstract
Lower urinary tract symptoms (LUTS) and hematuria are common symptoms in men with neoplasms, mainly affecting the elderly population. Prostatic arterial embolization (PAE) is a minimally invasive procedure that has shown promising results in managing LUTS and massive intractable prostatic hematuria in patients with benign prostatic hyperplasia (BPH) and prostate cancer (PCa). A few studies, however, have provided valuable insights into the durability and efficacy of PAE focusing on the long-term effectiveness, quality of life, and cancer-specific control of hemostasis and urinary symptoms. As a result of concomitant cardiovascular conditions, these patients often take anticoagulants or antithrombotics, which can worsen their hematuria and clinical status. Transurethral resection of the prostate (TURP) is considered a very high-risk procedure, even without massive bleeding, and requires discontinuation of vitamin K antagonists and antiplatelet therapies. Such patients usually have their surgery postponed, and PAE should be considered a safe alternative treatment. We aimed to report a narrative review from 1976 to June 2023 of the current state of PAE for massive and intractable hematuria, highlighting recent developments in this technique, including prospective cohort studies, and focusing on long-term outcome, safety, and complication management of patients with prostatic neoplasms who develop significant hemorrhagic symptoms. Additionally, we present a case report and a simple algorithm for treating intractable bleeding in a 92-year-old man with PCa and massive hematuria.
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Affiliation(s)
- Lorenzo Moramarco
- Radiologia—Neuroradiologia Diagnostica ed Interventistica, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy;
| | - Antonino M. Grande
- Divisione Cardiochirurgia, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy;
| | - Maurizio Vertemati
- Department of Biomedical and Clinical Sciences “L. Sacco”, Università degli Studi di Milano, 20157 Milan, Italy;
| | - Paolo Aseni
- Department of Biomedical and Clinical Sciences “L. Sacco”, Università degli Studi di Milano, 20157 Milan, Italy;
- Dipartimento di Emergenza Urgenza, ASST Grande Ospedale Metropolitano Niguarda Hospital, 20162 Milan, Italy
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Garfinkel A, Tanwar A, Larson MC. Inguinal Bladder Hernia Indirectly Treated With Prostate Artery Embolization. Cureus 2023; 15:e43090. [PMID: 37680429 PMCID: PMC10482422 DOI: 10.7759/cureus.43090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/07/2023] [Indexed: 09/09/2023] Open
Abstract
An inguinal bladder hernia (IBH) is an abnormal protrusion of the bladder into the inguinal canal accompanied by a peritoneum sheath that creates the hernia sac. Clinical presentations vary greatly from lower urinary tract symptoms (LUTS) and reduction in scrotal size after voiding to being entirely asymptomatic. Since inguinal bladder hernias are uncommon and often accompanied by varied and nonspecific symptoms, it is challenging to diagnose and rarely included in differentials. Currently, computerized tomography (CT) imaging with contrast or voiding cystourethrography is recommended for diagnosis. There is no consensus on the best treatment for inguinal bladder hernias, with options ranging from laparoscopic repair to catheterization. In this study, we report the case of inguinal bladder hernia in an 86-year-old male presenting with symptoms of recurrent hematuria and two failed voiding trials after a Foley catheter placement from prostatomegaly resulting in bladder diverticula, and IBH. He was treated with prostate artery embolization (PAE) to address LUTS related to benign prostatic hyperplasia (BPH). The resultant decreased prostatic volume resolved his symptoms of IBH, hematuria, and urinary retention.
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Affiliation(s)
| | - Ashita Tanwar
- Radiology, California Northstate University College of Medicine, Elk Grove, USA
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