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“Re: does biodegradable peri-rectal spacer mitigate treatment toxicities in radiation therapy for localized prostate cancer—a systematic review and meta-analysis.” “Re:可生物降解的直肠周围间隔剂是否能减轻局部前列腺癌放射治疗中的治疗毒性——一项系统综述和荟萃分析。”
IF 5.8 2区 医学 Q1 ONCOLOGY Pub Date : 2025-08-21 DOI: 10.1038/s41391-025-01012-4
Yung-Chi Shih, Shang-Ju Hsieh
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引用次数: 0
Development and validation of a natural language processing system to assess quality of physician communication in prostate cancer consultations. 自然语言处理系统的开发和验证,以评估前列腺癌会诊中医生沟通的质量。
IF 5.8 2区 医学 Q1 ONCOLOGY Pub Date : 2025-08-21 DOI: 10.1038/s41391-025-01011-5
Renning Zheng, Nadine A Friedrich, Michael Luu, Rebecca Gale, Dmitry Khodyakov, Stephen J Freedland, Brennan Spiegel, Timothy J Daskivich

Background: AUA guidelines for shared decision making (SDM) in prostate cancer recommend discussion of five content areas in consultations: (1) cancer severity (tumor risk (TR), pathology results (PR)); (2) life expectancy (LE); (3) cancer prognosis (CP); (4) baseline urinary and erectile function (UF and EF); and (5) treatment side effects (erectile dysfunction (ED), urinary incontinence (UI), and irritative urinary symptoms (LUTS)). However, patient retention of information after the visit and inconsistent risk communication by physicians are barriers to informed SDM. We sought to develop natural language processing (NLP) models based on recorded consultations to provide key information to patients and audit quality of physician communication.

Methods: We used 50 consultation transcripts to train and validate NLP models to identify sentences related to key concepts. We then tested whether communication quality across entire consultations could be determined by sentences with the highest model-predicted topic concordance in 20 separate consultation transcripts.

Results: Our development dataset included 28,927 total sentences, with 75% reserved for training and 25% for internal validation. The Random Forest model had the highest accuracy for identifying topic-concordant sentences, with area under the curve 0.98, 0.94, 0.89, 0.92, 0.84, 0.96, 0.98, 0.97, and 0.99 for TR, PR, LE, CP, UF, EF, ED, UI, and LUTS compared with manual coding across all concepts in the internal validation dataset. In 20 separate consultations, the top 10 model-identified sentences correctly graded communication quality across entire consultations with accuracies of 100%, 90%, 95%, 95%, 80%, 95%, 85%, 100%, and 95% for TR, PR, LE, CP, UF, EF, ED, UI, and LUTS compared with manual coding, respectively.

Conclusions: NLP models accurately capture key information and grade quality of physician communication in prostate cancer consultations, providing the foundation for scalable quality assessment of risk communication.

背景:AUA前列腺癌共同决策(SDM)指南建议在会诊中讨论五个内容领域:(1)癌症严重程度(肿瘤风险(TR),病理结果(PR));(2)预期寿命(LE);(3)肿瘤预后(CP);(4)基线泌尿和勃起功能(UF和EF);(5)治疗副作用(勃起功能障碍(ED)、尿失禁(UI)和刺激性尿症状(LUTS))。然而,患者在访问后保留信息和医生不一致的风险沟通是知情SDM的障碍。我们试图开发基于会诊记录的自然语言处理(NLP)模型,为患者提供关键信息并审核医生沟通的质量。方法:我们使用50份咨询记录来训练和验证NLP模型,以识别与关键概念相关的句子。然后,我们测试了整个咨询的沟通质量是否可以由20个单独的咨询记录中具有最高模型预测主题一致性的句子来决定。结果:我们的开发数据集包括28,927个句子,其中75%用于训练,25%用于内部验证。随机森林模型在识别主题一致句子方面的准确率最高,与人工编码相比,TR、PR、LE、CP、UF、EF、ED、UI和LUTS的曲线下面积分别为0.98、0.94、0.89、0.92、0.84、0.96、0.98、0.97和0.99。在20个单独的咨询中,与手动编码相比,前10个模型识别的句子在整个咨询中正确地对通信质量进行了评分,TR、PR、LE、CP、UF、EF、ED、UI和LUTS的准确率分别为100%、90%、95%、95%、95%、80%、95%、85%、100%和95%。结论:NLP模型准确捕获了前列腺癌会诊中医生沟通的关键信息和质量等级,为可扩展的风险沟通质量评估提供了基础。
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引用次数: 0
Machine learning models to predict postoperative incontinence after endoscopic enucleation of the prostate for benign prostatic hyperplasia: An EAU-Endourology study 机器学习模型预测良性前列腺增生的内镜下前列腺摘除术后尿失禁:一项EAU-Endourology研究。
IF 5.8 2区 医学 Q1 ONCOLOGY Pub Date : 2025-08-19 DOI: 10.1038/s41391-025-01015-1
Khi Yung Fong, Vineet Gauhar, Thomas R. W. Herrmann, Carlotta Nedbal, Dmitry Enikeev, Jeremy Yuen-Chun Teoh, Sarvajit Biligere, Steffi Kar Kei Yuen, Daniele Castellani, Bhaskar Kumar Somani, Patrick Juliebø-Jones, Valerie Huei Li Gan, Edwin Jonathan Aslim, Ee Jean Lim
Machine learning (ML) and artificial intelligence (AI) have demonstrated powerful functionality in the healthcare setting thus far. We aimed to construct an AI model to predict postoperative incontinence after enucleation surgery for benign prostatic hyperplasia (BPH). Data were taken from two BPH registries and split into training and validation datasets. The following characteristics were used as predictors of incontinence: age, prostate volume, preoperative IPSS, QoL score, Qmax and post-void residual; presence of preoperative indwelling catheter, early apical release (EAR), enucleation type (2-lobe, 3-lobe, or en-bloc), and laser energy type. Six types of ML models were constructed using the training dataset and applied to the validation dataset to assess their accuracy. 3828 patients from both databases were analyzed. Median age was 68, median prostate volume was 85.5 cc. 5.4% had a preoperative indwelling catheter. The commonest enucleation type was 2-lobe, the commonest energy type was Thulium fiber laser, and EAR was performed in 34.0%. Of the six ML models tested, extreme gradient boosting with manual fine tuning was the best-performing with an accuracy of 86.2%, sensitivity of 96.8%, specificity of 23.7%, PPV of 88.2%, and NPV of 55.9%. We hereby present an ML model for incontinence prediction post-surgery for BPH. Its main strengths are high sensitivity and PPV, meaning that if a patient is predicted to be incontinent using this model, this is likely to reflect the eventual outcome. This allows clinicians to pay closer attention on follow-up to detect and manage postoperative incontinence expediently.
背景:到目前为止,机器学习(ML)和人工智能(AI)已经在医疗保健环境中展示了强大的功能。我们的目的是建立一个人工智能模型来预测良性前列腺增生(BPH)摘除手术后尿失禁。方法:数据来自两个BPH注册中心,分为训练数据集和验证数据集。使用以下特征作为尿失禁的预测因素:年龄、前列腺体积、术前IPSS、生活质量评分、Qmax和尿后残留;术前留置导尿管,早期根尖释放(EAR),去核类型(2瓣,3瓣或整体)和激光能量类型。使用训练数据集构建了六种机器学习模型,并将其应用于验证数据集以评估其准确性。结果:两个数据库共分析了3828例患者。中位年龄为68岁,中位前列腺体积为85.5 cc,术前留置导尿管5.4%。最常见的去核类型为2瓣型,最常见的能量类型为铥光纤激光器,EAR的发生率为34.0%。在测试的6种ML模型中,手动微调的极端梯度增强效果最好,准确率为86.2%,灵敏度为96.8%,特异性为23.7%,PPV为88.2%,NPV为55.9%。结论:我们在此提出一种预测前列腺增生症术后尿失禁的ML模型。它的主要优势是高灵敏度和PPV,这意味着如果使用该模型预测患者失禁,这可能反映最终的结果。这使得临床医生更加关注随访,以方便地发现和处理术后尿失禁。
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引用次数: 0
Correction: Natural killer cell infiltration in prostate cancers predict improved patient outcomes 更正:前列腺癌的自然杀伤细胞浸润预示着患者预后的改善。
IF 5.8 2区 医学 Q1 ONCOLOGY Pub Date : 2025-08-12 DOI: 10.1038/s41391-025-01009-z
Nicholas A. Zorko, Allison Makovec, Andrew Elliott, Samuel Kellen, John R. Lozada, Ali T. Arafa, Martin Felices, Madison Shackelford, Pedro Barata, Yousef Zakharia, Vivek Narayan, Mark N. Stein, Kevin K. Zarrabi, Akash Patnaik, Mehmet A. Bilen, Milan Radovich, George Sledge, Wafik S. El-Deiry, Elisabeth I. Heath, Dave S. B. Hoon, Chadi Nabhan, Jeffrey S. Miller, Justin H. Hwang, Emmanuel S. Antonarakis
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引用次数: 0
Knowledge and attitudes toward prostate cancer germline genetic testing among Hispanic males. 西班牙裔男性前列腺癌生殖系基因检测的知识和态度。
IF 5.8 2区 医学 Q1 ONCOLOGY Pub Date : 2025-08-07 DOI: 10.1038/s41391-025-01008-0
Jasmine Saunders, Veda N Giri, Susan T Vadaparampil, Adrian Rivera, Tatiana Sanchez Nolasco, Mariana Rangel Camacho, Nataliya Byrne, Michele Santacatterina, Stacy Loeb

Background: Hispanic/Latinx males and those who are non-English proficient are significantly less likely to receive germline genetic evaluation for prostate cancer. Undertesting can impact downstream outcomes, including reduced access to approved targeted therapies, barriers to precision medicine trials, and hereditary cancer assessment for patients and family members. The goal of our study was to explore the knowledge and perceptions of genetic testing among U.S. Hispanic males, with the ultimate goal to identify potentially actionable targets to increase guideline-concordant genetic evaluation.

Methods: We conducted a nationwide online survey including U.S. Hispanic males aged ≥ 40 in English and Spanish using the 9-item Knowledge of Hereditary Prostate Cancer Scale and adapted questions about desire for more information from the Behavioral Beliefs about BRCA Genetic Counseling scale.

Results: Among 807 participants, the mean score for genetic knowledge was 5.8 out of 9, with gaps in understanding of incomplete penetrance of genes and maternal genetic inheritance. Medical mistrust and lower health literacy were associated with significantly lower knowledge of prostate cancer genetics. Overall, attitudes toward genetic counseling were favorable, with the majority of participants endorsing that it would help with decision-making, is concordant with cultural beliefs, and that they were interested in more information. Concerns about genetic evaluation included cost and impact for insurance.

Conclusions: Despite generally favorable attitudes toward genetic evaluation among Hispanic males, there are important knowledge gaps, including the importance of both maternal and paternal family history, as well as logistical concerns. Addressing these gaps through culturally targeted outreach may help to promote equitable uptake of germline genetic evaluation.

背景:西班牙裔/拉丁裔男性和那些不精通英语的男性接受前列腺癌生殖系遗传评估的可能性明显较低。检测不足可能会影响下游结果,包括获得批准的靶向治疗的机会减少,精准医学试验的障碍,以及患者和家庭成员的遗传性癌症评估。我们研究的目的是探索美国西班牙裔男性基因检测的知识和观念,最终目标是确定潜在的可操作目标,以增加与指南一致的基因评估。方法:我们对年龄≥40岁的美国西班牙裔男性进行了一项全国性的在线调查,使用英语和西班牙语,使用9项遗传性前列腺癌知识量表,并从BRCA遗传咨询行为信念量表中调整了对更多信息的渴望问题。结果:在807名参与者中,遗传知识平均得分为5.8分(满分为9分),对基因不完全外显率和母亲遗传的理解存在差距。医疗不信任和较低的健康素养与前列腺癌遗传学知识显著较低相关。总的来说,对遗传咨询的态度是有利的,大多数参与者赞同它有助于决策,与文化信仰一致,并且他们对更多的信息感兴趣。对基因评估的关注包括成本和对保险的影响。结论:尽管西班牙裔男性普遍对基因评估持积极态度,但存在重要的知识差距,包括母亲和父亲家族史的重要性,以及后勤问题。通过有文化针对性的外展来解决这些差距可能有助于促进公平地接受种系遗传评估。
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引用次数: 0
Treatment choice and sexual health outcomes in gay and bisexual men with prostate cancer. 男同性恋和双性恋前列腺癌患者的治疗选择和性健康结果
IF 5.8 2区 医学 Q1 ONCOLOGY Pub Date : 2025-08-06 DOI: 10.1038/s41391-025-01007-1
Daniel R Dickstein, Alex J Bates, Christopher W Wheldon, Ryan Haggart, Kristine M C Talley, Deborah C Marshall, B R Simon Rosser

Background: The differential impacts of radical prostatectomy (RP) and external beam radiotherapy (EBRT) on sexual health in gay and bisexual men (GBM) with prostate cancer remain understudied, limiting recommendations incorporating preferred sexual behavior.

Methods: Secondary analysis of Restore-2 compared outcomes in GBM after RP (n = 127) or EBRT (n = 27).

Results: Compared to RP, EBRT was associated with lower rates of climacturia (11% vs. 59%, p < 0.001), condom-related erectile dysfunction (27% vs. 51%, p = 0.047), and decreased penile length/girth (49% vs. 69%, p = 0.07), but higher rates of anodyspareunia (33% vs. 14%, p = 0.06).

Conclusions: Exploratory findings suggest EBRT for insertive intercourse, RP for receptive intercourse.

背景:根治性前列腺切除术(RP)和外束放疗(EBRT)对患有前列腺癌的男同性恋和双性恋男性(GBM)性健康的不同影响仍未得到充分研究,限制了纳入偏好性行为的建议。方法:二次分析Restore-2比较RP (n = 127)和EBRT (n = 27)后GBM的预后。结果:与RP相比,EBRT与较低的性高潮发生率相关(11%对59%)。结论:探索性发现表明EBRT适用于插入性性交,RP适用于接受性性交。
{"title":"Treatment choice and sexual health outcomes in gay and bisexual men with prostate cancer.","authors":"Daniel R Dickstein, Alex J Bates, Christopher W Wheldon, Ryan Haggart, Kristine M C Talley, Deborah C Marshall, B R Simon Rosser","doi":"10.1038/s41391-025-01007-1","DOIUrl":"10.1038/s41391-025-01007-1","url":null,"abstract":"<p><strong>Background: </strong>The differential impacts of radical prostatectomy (RP) and external beam radiotherapy (EBRT) on sexual health in gay and bisexual men (GBM) with prostate cancer remain understudied, limiting recommendations incorporating preferred sexual behavior.</p><p><strong>Methods: </strong>Secondary analysis of Restore-2 compared outcomes in GBM after RP (n = 127) or EBRT (n = 27).</p><p><strong>Results: </strong>Compared to RP, EBRT was associated with lower rates of climacturia (11% vs. 59%, p < 0.001), condom-related erectile dysfunction (27% vs. 51%, p = 0.047), and decreased penile length/girth (49% vs. 69%, p = 0.07), but higher rates of anodyspareunia (33% vs. 14%, p = 0.06).</p><p><strong>Conclusions: </strong>Exploratory findings suggest EBRT for insertive intercourse, RP for receptive intercourse.</p>","PeriodicalId":20727,"journal":{"name":"Prostate Cancer and Prostatic Diseases","volume":" ","pages":""},"PeriodicalIF":5.8,"publicationDate":"2025-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12854925/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144789805","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prostate specific membrane antigen focal ablation imaging (PSMA-FAB). 前列腺特异性膜抗原病灶消融显像(PSMA-FAB)。
IF 5.8 2区 医学 Q1 ONCOLOGY Pub Date : 2025-07-30 DOI: 10.1038/s41391-025-01005-3
Egesta Lopci, Massimo Lazzeri, Vittorio Fasulo, Davide Maffei, Pier Paolo Avolio, Alessandro Tallari, Stefano Moretto, Ludovica Cella, Marcello Rodari, Federica Mrakic Sposta, Paolo Casale, Nicolò Maria Buffi, Giovanni Lughezzani

The Prostate Imaging after Focal Ablation (PI-FAB) score has been recently proposed for scoring the appearance on multiparametric magnetic resonance imaging (mpMRI) of prostate cancer after focal therapy. The progressive implementation of prostate specific membrane antigen positron emission tomography/computed tomography (PSMA PET/CT) into the management of prostate cancer has revolutionized the diagnostic work-up and inspired our proposal for a dedicated PSMA Focal Ablation Imaging (PSMA-FAB) scoring system. Based on pre- and post-treatment imaging, the classification is categorized into: PSMA-FAB 1 (continue monitoring); PSMA-FAB2 (assess PSA kinetics and MRI, with biopsy to be considered in case of suspicion); and PSMA-FAB 3 (recommend biopsy). Furthermore, a combined Focal-therapy Imaging Response Evaluation Score (FIRE-SCORE) embedding PI-FAB and PSMA-FAB scores is suggested to help patient's management at follow up.

局灶消融后前列腺成像(PI-FAB)评分最近被提出用于评价局灶治疗后前列腺癌在多参数磁共振成像(mpMRI)上的表现。前列腺特异性膜抗原正电子发射断层扫描/计算机断层扫描(PSMA PET/CT)在前列腺癌治疗中的逐步实施,彻底改变了诊断工作,并激发了我们对专用PSMA局灶消融成像(PSMA- fab)评分系统的建议。根据治疗前后影像,将其分类为:PSMA-FAB 1(继续监测);PSA - fab2(评估PSA动力学和MRI,在怀疑的情况下考虑活检);PSMA-FAB 3(推荐活检)。此外,我们建议采用结合PI-FAB和PSMA-FAB评分的病灶治疗成像反应评估评分(FIRE-SCORE)来帮助患者在随访时进行管理。
{"title":"Prostate specific membrane antigen focal ablation imaging (PSMA-FAB).","authors":"Egesta Lopci, Massimo Lazzeri, Vittorio Fasulo, Davide Maffei, Pier Paolo Avolio, Alessandro Tallari, Stefano Moretto, Ludovica Cella, Marcello Rodari, Federica Mrakic Sposta, Paolo Casale, Nicolò Maria Buffi, Giovanni Lughezzani","doi":"10.1038/s41391-025-01005-3","DOIUrl":"10.1038/s41391-025-01005-3","url":null,"abstract":"<p><p>The Prostate Imaging after Focal Ablation (PI-FAB) score has been recently proposed for scoring the appearance on multiparametric magnetic resonance imaging (mpMRI) of prostate cancer after focal therapy. The progressive implementation of prostate specific membrane antigen positron emission tomography/computed tomography (PSMA PET/CT) into the management of prostate cancer has revolutionized the diagnostic work-up and inspired our proposal for a dedicated PSMA Focal Ablation Imaging (PSMA-FAB) scoring system. Based on pre- and post-treatment imaging, the classification is categorized into: PSMA-FAB 1 (continue monitoring); PSMA-FAB2 (assess PSA kinetics and MRI, with biopsy to be considered in case of suspicion); and PSMA-FAB 3 (recommend biopsy). Furthermore, a combined Focal-therapy Imaging Response Evaluation Score (FIRE-SCORE) embedding PI-FAB and PSMA-FAB scores is suggested to help patient's management at follow up.</p>","PeriodicalId":20727,"journal":{"name":"Prostate Cancer and Prostatic Diseases","volume":" ","pages":""},"PeriodicalIF":5.8,"publicationDate":"2025-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144754119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
5G-remote radical prostatectomy under novel robotic systems: a prospective comparative cohort study with local surgeries. 新型机器人系统下的5g远程根治性前列腺切除术:与局部手术的前瞻性比较队列研究
IF 5.8 2区 医学 Q1 ONCOLOGY Pub Date : 2025-07-28 DOI: 10.1038/s41391-025-01004-4
Sunyi Ye, Ding Peng, Lixian Zhu, Yi Zhu, Anbang He, Taile Jing, Xiaolin Yao, Shilong Wei, Qianqian Zhao, Jieyin Chen, Yanle Ye, Jingshuang Cai, Jin Zhou, Ping Wang, Zhiyang Huang, Shuo Wang, Dan Xia

Background: There is no report upon the remote surgery of radical prostatectomy and comparisons between local surgeries. This study aims to evaluate the feasibility and safety of the innovative remote tele-surgical robotic platforms in performing radical prostatectomy.

Methods: The study comprised 13 patients diagnosed with prostate cancer who underwent remote radical prostatectomy using a 5 G wireless network and the innovative remote robotic systems (Tele-RARP). Additionally, the research involved 31 patients who underwent radical prostatectomy with the local Toumai robotic system (TM-RARP) between October 2022 and April 2024, and 36 patients who underwent radical prostatectomy with the da Vinci Xi platform (Xi-RARP) during the same period under the supervision of the same surgical team. Data on demographics, perioperative factors, clinicopathologic information, and postoperative results were collected for a total of 80 patients.

Results: The completion of 13 Tele-RARP procedures was successful without significant intraoperative or postoperative issues. No instances of intraoperative blood transfusion or surgical conversion were reported. The operation, console, and docking time for both the remote and local surgeries showed minimal differences. Neither local nor remote surgery nor da Vinci Xi surgery exhibited significant variations in terms of blood loss, intraoperative complications, or postoperative prognosis. Both TM-RARP and Tele-RARP presented very manageable task loads.

Conclusions: Performing tele-surgical robotic-assisted radical prostatectomy using the innovative Toumai and Edge robotic surgical systems via a 5 G wireless network is not only feasible but also safe.

Registration number: ChiCTR2400085386, ChiCTR2300077721.

背景:前列腺根治术的远程手术及与局部手术的比较尚未见报道。本研究旨在评估创新的远程手术机器人平台在根治性前列腺切除术中的可行性和安全性。方法:研究纳入13例诊断为前列腺癌的患者,使用5g无线网络和创新的远程机器人系统(Tele-RARP)进行远程根治性前列腺切除术。此外,该研究包括31名在2022年10月至2024年4月期间使用当地Toumai机器人系统(TM-RARP)进行根治性前列腺切除术的患者,以及36名在同一手术团队的监督下使用达芬奇Xi平台(Xi- rarp)进行根治性前列腺切除术的患者。共收集80例患者的人口统计学、围手术期因素、临床病理信息和术后结果数据。结果:13例Tele-RARP手术均成功完成,无明显术中或术后问题。没有术中输血或手术转化的病例报告。远程手术和本地手术的操作、控制台和对接时间差异很小。局部手术、远程手术和达芬奇手术在出血量、术中并发症或术后预后方面均无显著差异。TM-RARP和Tele-RARP都提供了非常易于管理的任务负载。结论:利用创新的Toumai和Edge机器人手术系统,通过5g无线网络进行远程手术辅助根治性前列腺切除术不仅可行而且安全。注册号:ChiCTR2400085386, ChiCTR2300077721。
{"title":"5G-remote radical prostatectomy under novel robotic systems: a prospective comparative cohort study with local surgeries.","authors":"Sunyi Ye, Ding Peng, Lixian Zhu, Yi Zhu, Anbang He, Taile Jing, Xiaolin Yao, Shilong Wei, Qianqian Zhao, Jieyin Chen, Yanle Ye, Jingshuang Cai, Jin Zhou, Ping Wang, Zhiyang Huang, Shuo Wang, Dan Xia","doi":"10.1038/s41391-025-01004-4","DOIUrl":"10.1038/s41391-025-01004-4","url":null,"abstract":"<p><strong>Background: </strong>There is no report upon the remote surgery of radical prostatectomy and comparisons between local surgeries. This study aims to evaluate the feasibility and safety of the innovative remote tele-surgical robotic platforms in performing radical prostatectomy.</p><p><strong>Methods: </strong>The study comprised 13 patients diagnosed with prostate cancer who underwent remote radical prostatectomy using a 5 G wireless network and the innovative remote robotic systems (Tele-RARP). Additionally, the research involved 31 patients who underwent radical prostatectomy with the local Toumai robotic system (TM-RARP) between October 2022 and April 2024, and 36 patients who underwent radical prostatectomy with the da Vinci Xi platform (Xi-RARP) during the same period under the supervision of the same surgical team. Data on demographics, perioperative factors, clinicopathologic information, and postoperative results were collected for a total of 80 patients.</p><p><strong>Results: </strong>The completion of 13 Tele-RARP procedures was successful without significant intraoperative or postoperative issues. No instances of intraoperative blood transfusion or surgical conversion were reported. The operation, console, and docking time for both the remote and local surgeries showed minimal differences. Neither local nor remote surgery nor da Vinci Xi surgery exhibited significant variations in terms of blood loss, intraoperative complications, or postoperative prognosis. Both TM-RARP and Tele-RARP presented very manageable task loads.</p><p><strong>Conclusions: </strong>Performing tele-surgical robotic-assisted radical prostatectomy using the innovative Toumai and Edge robotic surgical systems via a 5 G wireless network is not only feasible but also safe.</p><p><strong>Registration number: </strong>ChiCTR2400085386, ChiCTR2300077721.</p>","PeriodicalId":20727,"journal":{"name":"Prostate Cancer and Prostatic Diseases","volume":" ","pages":""},"PeriodicalIF":5.8,"publicationDate":"2025-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144732894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine learning-based MRI imaging for prostate cancer diagnosis: systematic review and meta-analysis 基于机器学习的磁共振成像前列腺癌诊断:系统回顾和荟萃分析。
IF 5.8 2区 医学 Q1 ONCOLOGY Pub Date : 2025-07-28 DOI: 10.1038/s41391-025-00997-2
Yusheng Zhao, Lei Zhang, Subo Zhang, Jiajing Li, Kaimin Shi, Di Yao, Qiuzi Li, Tao Zhang, Lei Xu, Lei Geng, Yi Sun, Jinxin Wan
This study aims to evaluate the diagnostic value of machine learning-based MRI imaging in differentiating benign and malignant prostate cancer and detecting clinically significant prostate cancer (csPCa, defined as Gleason score ≥7) using systematic review and meta-analysis methods. Electronic databases (PubMed, Web of Science, Cochrane Library, and Embase) were systematically searched for predictive studies using machine learning-based MRI imaging for prostate cancer diagnosis. Sensitivity, specificity, and area under the curve (AUC) were used to assess the diagnostic accuracy of machine learning-based MRI imaging for both benign/malignant prostate cancer and csPCa. A total of 12 studies met the inclusion criteria, with 3474 patients included in the meta-analysis. Machine learning-based MRI imaging demonstrated good diagnostic value for both benign/malignant prostate cancer and csPCa. The pooled sensitivity and specificity for diagnosing benign/malignant prostate cancer were 0.92 (95% CI: 0.83–0.97) and 0.90 (95% CI: 0.68–0.97), respectively, with a combined AUC of 0.96 (95% CI: 0.94–0.98). For csPCa diagnosis, the pooled sensitivity and specificity were 0.83 (95% CI: 0.77–0.87) and 0.73 (95% CI: 0.65–0.81), respectively, with a combined AUC of 0.86 (95% CI: 0.83–0.89). Machine learning-based MRI imaging shows good diagnostic accuracy for both benign/malignant prostate cancer and csPCa. Further in-depth studies are needed to validate these findings.
目的:本研究旨在通过系统评价和meta分析的方法,评价基于机器学习的MRI成像在鉴别前列腺良恶性和检测临床显著性前列腺癌(csPCa,定义为Gleason评分≥7)中的诊断价值。方法:系统检索电子数据库(PubMed、Web of Science、Cochrane Library和Embase),寻找基于机器学习的MRI成像用于前列腺癌诊断的预测研究。灵敏度、特异性和曲线下面积(AUC)用于评估基于机器学习的MRI成像对良/恶性前列腺癌和csPCa的诊断准确性。结果:共有12项研究符合纳入标准,3474例患者纳入meta分析。基于机器学习的MRI成像对良/恶性前列腺癌和csPCa均有较好的诊断价值。诊断良性/恶性前列腺癌的总敏感性和特异性分别为0.92 (95% CI: 0.83-0.97)和0.90 (95% CI: 0.68-0.97),合并AUC为0.96 (95% CI: 0.94-0.98)。对于csPCa诊断,合并敏感性和特异性分别为0.83 (95% CI: 0.77-0.87)和0.73 (95% CI: 0.65-0.81),合并AUC为0.86 (95% CI: 0.83-0.89)。结论:基于机器学习的MRI成像对良/恶性前列腺癌和csPCa均有较好的诊断准确性。需要进一步的深入研究来验证这些发现。
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引用次数: 0
Survival benefit associated with first-line androgen receptor pathway inhibitors for de novo metastatic castration-sensitive prostate cancer 一线雄激素受体途径抑制剂治疗新发转移性去势敏感前列腺癌的生存获益
IF 5.8 2区 医学 Q1 ONCOLOGY Pub Date : 2025-07-25 DOI: 10.1038/s41391-025-01000-8
Stephen J. Freedland, Agnes Hong, Nader El-Chaar, Amanda M. De Hoedt, Janet Kim, Claire Evans, Joshua A. Parrish, Maelys Touya, Krishnan Ramaswamy, Lin Gu, Thomas J. Polascik
Limited real-world data exist on the effectiveness of treatment intensification (TI) with androgen receptor pathway inhibitors (ARPI) in de novo metastatic castration-sensitive prostate cancer (mCSPC). This study compared outcomes of TI or first-generation nonsteroidal antiandrogens (NSAAs) to androgen-deprivation therapy (ADT) alone in US patients with de novo mCSPC. Veterans Affairs patients with de novo mCSPC (February 2018–June 2020) confirmed via chart review were grouped into ADT alone, ADT + NSAAs, or ADT + ARPI cohorts using predefined recruitment quotas. Outcomes included inverse probability of treatment weighting (IPTW)-adjusted overall survival (OS), progression to metastatic castration-resistant prostate cancer (mCRPC), and prostate-specific antigen (PSA) response. A total of 384 patients were identified (ADT alone: 163, ADT + NSAA: 101, ADT + ARPI: 120). Median follow-up was 37.2, 38.1, and 34.8 months for ADT alone, ADT + NSAA, and ADT + ARPI, respectively. Compared with ADT alone, ADT + ARPI showed significantly better OS (HR [95% CI]: 0.61 [0.43 to 0.87], p = 0.007), lower risk of progression to mCRPC (0.46 [0.33 to 0.66], p < 0.001), and higher PSA response rate (PSA decline of ≥50% and ≥90% from baseline, and to <0.2 ng/mL and <0.1 ng/mL any time during first-line treatment; all p < 0.05). Outcomes with ADT + NSAA did not differ from ADT alone. ADT + ARPI was the most common second-line mCSPC and first-line mCRPC treatment. First-line ADT + ARPI was associated with significantly improved outcomes vs ADT alone in de novo mCSPC. These real-world results align with the benefits demonstrated in trials, supporting integration of TI with ARPIs into clinical practice to improve survival outcomes in patients with de novo mCSPC.
背景:关于雄激素受体途径抑制剂(ARPI)强化治疗(TI)治疗新发转移性去势敏感前列腺癌(mCSPC)有效性的真实数据有限。这项研究比较了TI或第一代非甾体抗雄激素(NSAAs)与单独雄激素剥夺治疗(ADT)在美国新生mCSPC患者中的结果。方法:通过图表回顾确认的退伍军人事务部新生mCSPC患者(2018年2月至2020年6月)按预先设定的招募配额分为单独ADT、ADT + NSAAs或ADT + ARPI队列。结果包括治疗加权逆概率(IPTW)调整的总生存期(OS)、进展为转移性去势抵抗性前列腺癌(mCRPC)和前列腺特异性抗原(PSA)反应。结果:共发现384例患者(单独ADT 163例,ADT + NSAA 101例,ADT + ARPI 120例)。单独ADT、ADT + NSAA和ADT + ARPI的中位随访时间分别为37.2、38.1和34.8个月。与单独使用ADT相比,ADT + ARPI表现出明显更好的OS (HR [95% CI]: 0.61[0.43至0.87],p = 0.007),进展为mCRPC的风险较低(0.46[0.33至0.66],p结论:与单独使用ADT相比,一线ADT + ARPI与新发mCSPC的预后显著改善相关。这些实际结果与试验中显示的益处一致,支持TI与arpi整合到临床实践中,以改善新发mCSPC患者的生存结果。
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引用次数: 0
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Prostate Cancer and Prostatic Diseases
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