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Digital twins for personalized treatment in uro-oncology in the era of artificial intelligence 人工智能时代泌尿肿瘤个性化治疗的数字双胞胎。
IF 14.6 1区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-10-10 DOI: 10.1038/s41585-025-01096-6
Magdalena Görtz, Carlos Brandl, Anna Nitschke, Anja Riediger, Daniel Stromer, Michael Byczkowski, Vincent Heuveline, Matthias Weidemüller
‘Digital twins’, also called ‘digital patient twins’ or ‘virtual human twins’ — digital patient-specific models derived from multimodal health data — are a strong focus in health care and are emerging as a promising tool for improving personalized care in uro-oncology. These models can integrate clinical, genomic, imaging and histopathological information to simulate organ behaviour and disease progress as well as predict responses to treatments. The concept of digital twins has shown potential in various fields, but its application in uro-oncology is still evolving, with few assessments of their feasibility and clinical utility. The advent of artificial intelligence adds a new dimension to their development, potentially enabling the synthesis of diverse, high-quality datasets to improve modelling accuracy and support real-time decision-making. However, substantial challenges exist, including data integration, patient privacy, computational demands and ethical frameworks. In addition, the interpretability of predictions remains essential for gaining clinical trust and guiding patient-centred decisions. The use of digital twins in uro-oncology has the potential to improve patient stratification and treatment planning; however, barriers must be overcome for their successful implementation in clinical routine. By integrating new technologies, fostering interdisciplinary collaboration and prioritizing transparency, digital twins could shape the future of precision uro-oncology. This Review focuses on the clinical effects and translational potential of digital twin applications in uro-oncology, highlights challenges and discusses future directions for implementing digital twins to achieve personalized uro-oncological diagnostics and treatment.
“数字双胞胎”,也称为“数字患者双胞胎”或“虚拟人类双胞胎”——源自多模式卫生数据的数字患者特定模型——是卫生保健的一个重点,正在成为改善泌尿肿瘤个性化护理的一种有前途的工具。这些模型可以整合临床、基因组、成像和组织病理学信息来模拟器官行为和疾病进展,以及预测对治疗的反应。数字双胞胎的概念在各个领域都显示出潜力,但其在泌尿肿瘤学中的应用仍在发展,对其可行性和临床应用的评估很少。人工智能的出现为它们的发展增加了一个新的维度,有可能使各种高质量数据集的综合成为可能,以提高建模的准确性并支持实时决策。然而,存在着实质性的挑战,包括数据集成、患者隐私、计算需求和伦理框架。此外,预测的可解释性对于获得临床信任和指导以患者为中心的决策仍然至关重要。在泌尿肿瘤学中使用数字双胞胎有可能改善患者分层和治疗计划;然而,为了在临床常规中成功实施,必须克服一些障碍。通过整合新技术、促进跨学科合作和优先考虑透明度,数字双胞胎可以塑造精准泌尿肿瘤学的未来。
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引用次数: 0
An update on mechanisms and treatment options for priapism 阴茎勃起障碍的机制和治疗方案的最新进展。
IF 14.6 1区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-10-08 DOI: 10.1038/s41585-025-01069-9
Karl H. Pang, Hussain M. Alnajjar, Alex Lal, Asif Muneer
Priapism is an abnormal prolonged penile erection that persists in the absence of any sexual stimulation. Priapism can be subcategorized into three types: ischaemic (low-flow or veno-occlusive), non-ischaemic (high-flow or arterial) and stuttering priapism. Ischaemic priapism is the most common subtype and is associated with multiple aetiologies, most commonly haemoglobinopathies and antipsychotic medications. The mechanisms underlying stuttering priapism are complex, and involve dysregulation of the nitric oxide signalling pathway, Rho–Rho kinase pathway, adenosine, opiorphins, oxidative stress and androgens. The investigation and management of priapism involve a stepwise approach. A clinical history, examination and a blood-gas analysis from the corpus cavernosum helps to distinguish between ischaemic and non-ischaemic subtypes. Colour Doppler ultrasonography and penile MRI can be used in more complex cases, or those with a delayed presentation. Treatment involves cavernosal blood aspiration followed by instillation of an α-adrenergic receptor agonist such as phenylephrine, proceeding to penile shunt surgery (within the first 24–48 h) if the priapism persists. Insertion of a penile prosthesis is indicated when a shunting procedure or penoscrotal decompression fails, or if a patient presents with a priapism persisting longer than 36–48 h depending on the guidelines used. For non-ischaemic priapism following failed conservative treatment, selective arterial embolization of the arteriocorporal fistula can be performed. The aetiology and pathophysiology of the different priapism subtypes help to determine the management of specific patients. Priapism — an abnormal prolonged penile erection that persists in the absence of any sexual stimulation — can be subcategorized into three types: ischaemic (low-flow or veno-occlusive), non-ischaemic (high-flow or arterial) and stuttering, also known as recurrent ischaemic, priapism. The mechanisms underlying stuttering priapism are complex and involve dysregulation of the nitric oxide signalling pathway, Rho–Rho kinase pathway, adenosine, opiorphins, oxidative stress and androgens, and treatment can target these pathways, or be surgical in approach. In this Review, the authors discuss the pathology of the different types of priapism and provide an update on the different therapeutic options available.
阴茎勃起是一种在没有任何性刺激的情况下持续的阴茎异常长时间勃起。阴茎勃起可分为三种类型:缺血性(低流量或静脉阻塞)、非缺血性(高流量或动脉)和口吃性阴茎勃起。缺血性勃起功能障碍是最常见的亚型,与多种病因有关,最常见的是血红蛋白病变和抗精神病药物。口吃性阴茎勃起障碍的机制很复杂,涉及一氧化氮信号通路、Rho-Rho激酶通路、腺苷、opiorphins、氧化应激和雄激素的失调。阴茎勃起症的调查和治疗需要采取循序渐进的方法。临床病史、检查和海绵体血气分析有助于区分缺血性和非缺血性亚型。彩色多普勒超声和阴茎MRI可用于更复杂的情况下,或那些延迟的表现。治疗包括海绵体吸血,然后注入α-肾上腺素受体激动剂,如苯肾上腺素,如果阴茎持续勃起,则进行阴茎分流手术(在最初的24-48小时内)。当分流手术或阴茎阴囊减压失败时,或者根据所使用的指南,如果患者出现持续超过36-48小时的阴茎勃起,则需要插入阴茎假体。对于保守治疗失败后的非缺血性阴茎勃起,可选择性动脉栓塞动脉-下体瘘。不同勃起功能障碍亚型的病因和病理生理学有助于确定特定患者的治疗方法。
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引用次数: 0
AI for antibiotic design 人工智能用于抗生素设计。
IF 14.6 1区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-10-08 DOI: 10.1038/s41585-025-01102-x
Louise Lloyd
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引用次数: 0
Man plus machine: large language models can augment medical student education 人加机器:大型语言模型可以增强医学生的教育。
IF 14.6 1区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-10-08 DOI: 10.1038/s41585-025-01097-5
Mihir S. Shah, Matthew Buck
Large language models have been rapidly adopted in general and clinically; they could also be incorporated into medical education. Results of a recent study suggest that a combination of traditional learning methods and large language model use could improve learning outcomes for medical students.
大型语言模型在一般和临床中被迅速采用;它们也可以被纳入医学教育。最近的一项研究结果表明,传统学习方法和大量语言模型的使用相结合可以改善医学生的学习成果。
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引用次数: 0
Ultra-processed food affects male fertility parameters 超加工食品影响男性生育参数。
IF 14.6 1区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-10-07 DOI: 10.1038/s41585-025-01103-w
Louise Lloyd
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引用次数: 0
Kidney lymphatics in organ rejection 器官排斥中的肾淋巴。
IF 14.6 1区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-10-07 DOI: 10.1038/s41585-025-01101-y
Louise Lloyd
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引用次数: 0
Urinary incontinence during pregnancy and in the postpartum period. 妊娠期及产后尿失禁。
IF 15.3 1区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-10-06 DOI: 10.1038/s41585-025-01091-x
Irene Diez-Itza
Pregnancy and childbirth involve anatomical and physiological changes in the pelvic floor that can negatively affect the urinary-continence mechanism. Thus, in both periods, the rates of urinary incontinence increase notably, with stress urinary incontinence being the most common type. The pathophysiological mechanisms involved in urinary incontinence in pregnancy and postpartum are not fully understood. Stress urinary incontinence is more closely linked to urethral sphincter deficiency than to impaired urethral support, although both conditions have been noted during pregnancy and postpartum. The primary risk factors for pregnancy-related urinary incontinence are maternal age, body mass index and parity. Postpartum, urinary incontinence is mainly associated with urinary incontinence during pregnancy and vaginal delivery. Currently, the only option to prevent urinary incontinence in pregnancy and early postpartum is performing intense pelvic floor muscle training (PFMT) during pregnancy under supervision, although the effectiveness of PFMT for treating urinary incontinence during pregnancy and postpartum has yet to be clarified. Further research is needed to assess the effect of PFMT in incontinent women during pregnancy and postpartum, and to identify women who are most likely to benefit from this treatment.
妊娠和分娩涉及骨盆底的解剖和生理变化,可对尿失禁机制产生负面影响。因此,在这两个时期,尿失禁的发生率显著增加,压力性尿失禁是最常见的类型。妊娠期和产后尿失禁的病理生理机制尚不完全清楚。压力性尿失禁与尿道括约肌缺陷的关系比与尿道支撑受损的关系更密切,尽管这两种情况在怀孕和产后都有发现。妊娠相关性尿失禁的主要危险因素是产妇年龄、体重指数和胎次。产后尿失禁主要与妊娠期尿失禁和阴道分娩有关。目前,预防妊娠期和产后早期尿失禁的唯一选择是在孕期监督下进行强强度盆底肌训练(PFMT),尽管PFMT治疗妊娠期和产后尿失禁的有效性尚不明确。需要进一步的研究来评估PFMT对孕期和产后失禁妇女的影响,并确定最有可能从这种治疗中受益的妇女。
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引用次数: 0
Reply to 'Should we screen for sleep apnoea in men with idiopathic infertility?' 回复“我们应该对男性特发性不育症患者进行睡眠呼吸暂停筛查吗?”
IF 15.3 1区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-10-02 DOI: 10.1038/s41585-025-01094-8
Tessa Lord
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引用次数: 0
Should we screen for sleep apnoea in men with idiopathic infertility? 我们是否应该对男性特发性不育症患者进行睡眠呼吸暂停筛查?
IF 15.3 1区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-10-02 DOI: 10.1038/s41585-025-01093-9
Tathiana A Alvarenga,Matheus Brandão Vasco,Bianca Camilo Schimenes,Sergio Tufik,Monica Levy Andersen
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引用次数: 0
The opportunities and barriers for developing tumour-infiltrating lymphocyte therapy for patients with advanced genitourinary cancers. 发展肿瘤浸润性淋巴细胞治疗晚期泌尿生殖系统癌的机会和障碍。
IF 15.3 1区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-09-26 DOI: 10.1038/s41585-025-01088-6
Marine Potez,Gabriel Roman Souza,Philippe E Spiess,Shari Pilon-Thomas,Jad Chahoud
Adoptive cell therapy using tumour-infiltrating lymphocytes (TILs) has been a very successful model of enhancing immune-based therapies. Clinical benefits have been shown for patients with advanced melanoma, leading to the first FDA approval for this immune modality in 2024. Although clinical trials conducted decades ago for advanced renal-cell cancer did not show significant clinical benefits, recent advances in the TIL generation process, manipulation techniques, preparative regimens and combination with immune checkpoint inhibitors offer new hope for reexploring optimized TIL therapy for genitourinary cancers. The current landscape of TIL therapy has seen progress in TIL manufacturing, optimization and delivery methodologies that have the potential to improve the safety and efficacy of TIL therapy in the management of advanced genitourinary malignancies. Furthermore, innovative combination approaches and novel strategies could enhance the clinical viability of TIL therapy and warrant evaluation in clinical trials treating patients with genitourinary cancers.
使用肿瘤浸润淋巴细胞(til)的过继细胞治疗是一种非常成功的增强免疫治疗的模式。已经显示出晚期黑色素瘤患者的临床益处,导致FDA于2024年首次批准这种免疫方式。尽管几十年前对晚期肾细胞癌的临床试验没有显示出显著的临床益处,但最近在TIL生成过程、操作技术、制备方案和与免疫检查点抑制剂联合方面的进展,为重新探索优化TIL治疗泌尿生殖系统癌提供了新的希望。目前,TIL治疗在TIL制造、优化和递送方法方面取得了进展,这有可能提高TIL治疗在晚期泌尿生殖系统恶性肿瘤管理中的安全性和有效性。此外,创新的联合方法和新策略可以提高TIL治疗的临床可行性,并值得在治疗泌尿生殖系统癌患者的临床试验中进行评估。
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Nature Reviews Urology
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