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Machine learning methods for predicting early recurrence in Ta stage bladder cancer and comparison with conventional statistical methods. 机器学习预测Ta期膀胱癌早期复发的方法及与传统统计方法的比较。
IF 4.2 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2026-01-12 DOI: 10.23736/S2724-6051.25.06385-2
Ubeyd Sungur, Alper Bitkin, Mithat Ekşi, Hakan Polat, Ali I Taşçi

Background: Predicting whether recurrence will occur during follow-up in bladder cancer cases confined to the mucosa (Ta-stage) is one of the crucial aspects of management. In this study, we aimed to compare the models obtained by conventional statistical methods and machine learning (ML) methods in order to predict the development of recurrence in the 2-year postoperative period in Ta stage Non-Muscle Invasive Bladder Cancers.

Methods: The data of patients who underwent complete transurethral resection of the bladder and were found to have Ta pathologies due to primary bladder cancer between 2018-2021 was retrospectively screened. Patients with no recurrence during the two-year follow-up were classified as Group 1 (N.=107, 58.2%), and those with recurrence were classified as Group 2 (N.=77, 41.8%). The demographic, clinical, imaging and pathological data were recorded. These parameters were analyzed using a conventional statistical method and ML methods to construct prediction models.

Results: Body Mass Index, American Society of Anesthesiologists (ASA) score, and the presence of macroscopic hematuria were found to be significant variables to predict early recurrence (P<0.05). The prediction model created by Cox-regression analysis was determined to have a sensitivity of 65%, specificity of 63.6%, and an area under the curve (AUC) value of 66%, while the AUC values achieved by the ML methods, namely random forest, logistic regression, and k-nearest neighbors, were calculated to be 0.75, 0.87 and 0.74, respectively.

Conclusions: Models developed using ML can provide more accurate predictions than conventional statistical methods in predicting the recurrence of Ta bladder cancer.

背景:对局限于粘膜的膀胱癌患者(ta期)进行随访,预测其是否会复发是治疗的重要方面之一。在本研究中,我们旨在比较传统统计方法和机器学习(ML)方法获得的模型,以预测Ta期非肌肉浸润性膀胱癌术后2年复发的发展。方法:回顾性筛选2018-2021年间因原发性膀胱癌行膀胱全经尿道切除术并发现Ta病变的患者资料。随访2年无复发的患者分为1组(n =107, 58.2%),有复发的患者分为2组(n =77, 41.8%)。记录患者的人口学、临床、影像学和病理资料。利用传统的统计方法和机器学习方法对这些参数进行分析,构建预测模型。结果:体重指数、美国麻醉医师协会(ASA)评分、宏观血尿是否存在是预测早期复发的重要变量(p结论:ML建立的模型在预测Ta膀胱癌复发方面比常规统计方法更准确。
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引用次数: 0
Effectiveness of hyaluronic acid in the treatment of Peyronie's disease in the light of the European Urology Guidelines: the real-world experience. 根据欧洲泌尿外科指南,透明质酸治疗佩罗尼氏病的有效性:现实世界的经验。
IF 4.2 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-19 DOI: 10.23736/S2724-6051.25.06662-5
Alessandro Zucchi, Giuseppe Maiolino, Matteo Pacini, Giada Macrì, Juan I Martínez-Salamanca, Giuseppe Dachille, Antonio Vitarelli, Vincenzo Ficarra, Antonio L Pastore, Luca Lepri, Carlo Porrozzi, Riccardo Bartoletti, Fabrizio Scroppo

Background: Peyronie's disease (PD) is a progressive fibrotic disorder of the tunica albuginea that impairs penile anatomy, sexual function, and quality of life. With no approved pharmacological treatments in Europe after the withdrawal of collagenase Clostridium histolyticum (CCH), intralesional hyaluronic acid (HA) has emerged as a potential option. This study aims to assess the clinical effectiveness of HA in PD, focusing on patient-reported outcomes via the Peyronie's Disease Questionnaire (PDQ).

Methods: This prospective observational study included patients treated with weekly intralesional HA injections for 8 weeks, combined with penile modeling and daily tadalafil. Inclusion required a penile curvature >30° and at least one episode of penetrative intercourse within the past 3 months. Penile curvature, IIEF-5, and PDQ scores were assessed at baseline and after 3 months.

Results: Sixty-six patients were included. Total PDQ scores improved from 61.5 (50.0-67.0) to 40.0 (26.8-49.0; P<0.001), with a mean reduction of -19.9±9.7. Specifically, all three domains of the PDQ questionnaire (Penile Pain, Penile Deformity, and Symptom Bother) showed a significant improvement (P<0.001). No adverse events were recorded.

Conclusions: Intralesional HA injections are safe and effective in improving patient's reported symptoms and subsequently quality of life in PD patients. This therapy may represent a valuable alternative in real-world clinical practice, especially in Europe where other pharmacological options are lacking.

背景:佩罗尼氏病(PD)是一种进行性白膜纤维化疾病,损害阴茎解剖结构、性功能和生活质量。胶原酶溶组织梭菌(CCH)停用后,欧洲没有批准的药物治疗,斑内透明质酸(HA)已成为一种潜在的选择。本研究旨在通过Peyronie病问卷(PDQ)评估HA治疗PD的临床效果,重点关注患者报告的结果。方法:本前瞻性观察研究纳入患者,每周病灶内注射血凝素,联合阴茎建模和每日他达拉非治疗8周。纳入要求阴茎曲率约为30°,在过去3个月内至少有一次插入性行为。在基线和3个月后评估阴茎曲率、IIEF-5和PDQ评分。结果:纳入66例患者。PDQ总分从61.5分(50.0-67.0分)提高到40.0分(26.8-49.0分)。结论:局灶内HA注射对改善PD患者报告的症状和随后的生活质量是安全有效的。这种疗法在现实世界的临床实践中可能是一种有价值的选择,特别是在缺乏其他药物选择的欧洲。
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引用次数: 0
Virtual hypnosis with HypnoVR system during prostate biopsy: a new tool to increase patients' comfort. 前列腺活检中使用HypnoVR系统进行虚拟催眠:一种增加患者舒适度的新工具。
IF 4.2 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-12 DOI: 10.23736/S2724-6051.25.06776-X
Enrico Checcucci, Gabriele Volpi, Saverio Liguori, Paolo Alessio, Michele Sica, Sabrina DE Cillis, Daniele Amparore, Liliana Davide, Patrizia Torrisi, Francesca Fidone, Francesco Porpiglia

Prostate biopsy is often perceived as an invasive and painful procedure, frequently associated with significant emotional distress. Despite the use of local anesthesia, a considerable proportion of patients still report pain and anxiety. Hypnosis has been demonstrated to reduce procedural discomfort; however, its clinical use is limited by the requirement of trained professionals and time constraints. This preliminary study evaluates the feasibility and potential benefits of digital sedation using immersive virtual reality (VR) with the HypnoVR system in five patients undergoing prostate biopsy. Patients selected their preferred virtual environment and started wearing the device four minutes before the procedure. Anxiety and pain were assessed using Visual Analog Scales (VAS), and vital signs were monitored as physiological surrogates. Results revealed low pre-procedural anxiety (median 1/10 ±1) and moderate pain during (median 5.6/10 ±1.1) and immediately after biopsy (median 3/10 ±2.2), with no pain reported at 24 hours. All patients reported high satisfaction and no complications occurred. Transrectal biopsies were performed without anesthesia, while the transperineal ones were carried out using subcutaneous anesthesia only, with no significant differences in tolerability. Although limited by its small sample size, this initial experience supports the potential role of VR-based hypnosis as a non-pharmacological, patient-centered approach to enhance comfort and reduce invasiveness during prostate biopsy.

前列腺活检通常被认为是一种侵入性和痛苦的过程,通常与严重的情绪困扰有关。尽管使用局部麻醉,相当比例的患者仍然报告疼痛和焦虑。催眠已被证明可以减少程序性不适;然而,它的临床应用受到训练有素的专业人员的要求和时间限制。本初步研究评估了5例接受前列腺活检的患者使用沉浸式虚拟现实(VR)和HypnoVR系统进行数字镇静的可行性和潜在益处。患者选择了他们喜欢的虚拟环境,并在手术前四分钟开始佩戴该设备。采用视觉模拟量表(VAS)评估焦虑和疼痛,并监测生命体征作为生理指标。结果显示术前焦虑低(中位数为1/10±1),活检期间(中位数为5.6/10±1.1)和活检后立即(中位数为3/10±2.2)疼痛中度,24小时无疼痛报告。所有患者满意度高,无并发症发生。经直肠活检在不麻醉的情况下进行,而经会阴活检仅在皮下麻醉下进行,耐受性无显著差异。尽管受样本量小的限制,这一初步经验支持基于vr的催眠作为一种非药物、以患者为中心的方法的潜在作用,以提高前列腺活检期间的舒适度和减少侵入性。
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引用次数: 0
The burden of Prostate Cancer in Italy from 1990 to 2023, compared to the GBD Regions: results from the Global Burden of Disease Study 2023. 1990年至2023年意大利前列腺癌负担与GBD地区的比较:来自2023年全球疾病负担研究的结果
IF 4.2 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-12 DOI: 10.23736/S2724-6051.25.06804-1
Roberto Passera, Lorenzo Monasta, Giulia Zamagni
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引用次数: 0
The burden of prostate cancer in Italy from 1990 to 2023, compared to the GBD Super Regions: results from the Global Burden of Disease Study 2023. 1990年至2023年意大利前列腺癌负担与GBD超级区域的比较:来自2023年全球疾病负担研究的结果
IF 4.2 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-12 DOI: 10.23736/S2724-6051.25.06803-X
Roberto Passera, Lorenzo Monasta, Giulia Zamagni
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引用次数: 0
SYNERGY in uro-oncology: multidisciplinary strategies for organ preservation beyond BCG failure. 泌尿肿瘤的协同作用:卡介苗失败后器官保存的多学科策略。
IF 4.2 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-01 DOI: 10.23736/S2724-6051.25.06771-0
Benjamin Pradere, Laura Mertens, Savio D Pandolfo, Achille Aveta, Ciro Imbimbo, Luigi Formisano, Giorgio I Russo, Roberto Contieri
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引用次数: 0
Artificial intelligence as the continuum of surgical evolution. 人工智能作为外科发展的连续体。
IF 4.2 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-01 DOI: 10.23736/S2724-6051.25.06797-7
Selcuk Guven
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引用次数: 0
HUGO™ RAS for radical nephroureterectomy: a new platform facing an old challenge. HUGO™RAS用于根治性肾输尿管切除术:面对老挑战的新平台
IF 4.2 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-01 DOI: 10.23736/S2724-6051.25.06768-0
Andrea Mari, Simone Albisinni, Roberto Contieri, Marco Moschini, Veronica Mollica, Francesco Soria
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引用次数: 0
Hyaluronic acid-chondroitin sulphate in overactive bladder: a bridge between pharmacotherapy and advanced therapies. 透明质酸-硫酸软骨素治疗过度活动膀胱:药物治疗和先进治疗之间的桥梁。
IF 4.2 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-01 DOI: 10.23736/S2724-6051.25.06766-7
Arianna Pischetola, Loris Cacciatore, Francesco Prata, Rocco Papalia, Christian Fiori, Francesco Esperto
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引用次数: 0
Using cumulative summation analysis for the learning curve of robotic docking time in radical prostatectomy with the HUGO RAS System. 使用HUGO RAS系统对根治性前列腺切除术中机器人对接时间的学习曲线进行累积求和分析。
IF 4.2 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-01 Epub Date: 2025-09-11 DOI: 10.23736/S2724-6051.25.06389-X
Pierluigi Russo, Mariachiara Sighinolfi, Sara Mastrovito, Antonio Cretì, Giovanni Panico, Filippo Marino, Simona Presutti, Eros Scarciglia, Francesco P Bizzarri, Domenico Nigro, Carlo Gandi, Mauro Ragonese, Filippo Gavi, Savio D Pandolfo, Angelo Totaro, Emilio Sacco, Nazario Foschi, Bernardo Rocco

Minimally invasive surgery like robotic surgery is known to yield better outcomes in terms of blood loss, blood transfusion, and length of stay, and robot-assisted radical prostatectomy provides a clear example compared to open surgery. It is still constrained by issues related to platform availability and cost-effectiveness. Introducing new robotic platforms, such as the HUGO Robot-Assisted Surgery (RAS) System, could lead to longer operating times caused by the surgeon's learning curve, system configuration, adjustment of robotic devices, and robotic docking. Several studies have assessed the influence of resident physicians on outcomes in urological surgeries. Our main objective was to evaluate the learning curve of the docking time for 195 radical prostatectomies performed in our hospital. The results of our research indicate that the setup and docking process with the HUGO RAS system can be accomplished with ease, and the learning curve for robotic docking is consistent with the available data for other robotic platforms. Our training facilitated a rapid docking process and seamless completion of the surgery.

众所周知,像机器人手术这样的微创手术在失血、输血和住院时间方面的效果更好,与开放手术相比,机器人辅助的根治性前列腺切除术提供了一个明显的例子。它仍然受到与平台可用性和成本效益相关的问题的限制。引入新的机器人平台,如HUGO™机器人辅助手术(RAS)系统,由于外科医生的学习曲线、系统配置、机器人设备的调整和机器人对接,可能会导致更长的手术时间。一些研究评估了住院医师对泌尿外科手术结果的影响。我们的主要目的是评估我院进行的195例根治性前列腺切除术的对接时间学习曲线。研究结果表明,与HUGO RAS系统的建立和对接过程可以轻松完成,并且机器人对接的学习曲线与其他机器人平台的可用数据一致。我们的培训促进了快速对接过程和手术的无缝完成。
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Minerva Urology and Nephrology
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