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Association between the systemic inflammation response index and kidney stones in US adults: a cross-sectional study based on NHANES 2007-2018. 美国成年人全身炎症反应指数与肾结石之间的关系:基于 2007-2018 年 NHANES 的横断面研究。
IF 2 2区 医学 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-11-21 DOI: 10.1007/s00240-024-01668-y
Zhenglin Zhang, Ganlin Wang, Xiaonong Dai, Wenjian Li

This study examined the relationship between the systemic inflammation response index (SIRI) and kidney stone occurrence in adults in the United States. It also evaluated its potential as a predictor of kidney stones. A total of 24,833 adult participants were included in the study using cross-sectional data from the 2007-2018 National Health and Nutrition Examination Survey (NHANES) database. A history of kidney stones was ascertained through the administration of a questionnaire, and SIRI values (calculated based on neutrophil, monocyte, and lymphocyte counts) were determined for each participant. Logistic regression models were employed to examine the relationship between SIRI and kidney stones while accounting for potential confounding variables such as gender, age, race, lifestyle, and history of chronic disease. Subgroup analyses were also conducted. A significant positive correlation was observed between SIRI and kidney stones. In the unadjusted model, elevated SIRI was significantly and positively associated with an increased risk of kidney stones (OR = 1.17). Analysis of SIRI quartiles demonstrated a gradual increase in the risk ratio of kidney stones with increasing SIRI levels, indicating a clear dose-response relationship. In particular, in the model adjusted for multiple confounding variables, the risk of developing kidney stones in the highest SIRI quartile was increased by 20% compared to the lowest SIRI quartile (OR = 1.20, P = 0.007). There is a significant positive correlation between SIRI and kidney stones. SIRI may predict kidney stone risk and highlight the systemic inflammatory state's substantial contribution to kidney stones' pathogenesis.

本研究探讨了全身炎症反应指数(SIRI)与美国成年人肾结石发生率之间的关系。研究还评估了该指数作为肾结石预测指标的潜力。该研究利用 2007-2018 年美国国家健康与营养调查(NHANES)数据库中的横断面数据,共纳入了 24833 名成年参与者。通过问卷调查确定了每位参与者的肾结石病史,并确定了SIRI值(根据中性粒细胞、单核细胞和淋巴细胞计数计算)。在考虑性别、年龄、种族、生活方式和慢性病史等潜在混杂变量的情况下,采用逻辑回归模型来检验 SIRI 与肾结石之间的关系。此外还进行了分组分析。结果显示,SIRI 与肾结石之间存在明显的正相关性。在未经调整的模型中,SIRI 升高与肾结石风险增加呈显著正相关(OR = 1.17)。对 SIRI 四分位数的分析表明,随着 SIRI 水平的升高,肾结石的风险比逐渐增加,这表明两者之间存在明显的剂量反应关系。特别是在对多种混杂变量进行调整后的模型中,与最低 SIRI 四分位数相比,最高 SIRI 四分位数患肾结石的风险增加了 20%(OR = 1.20,P = 0.007)。SIRI 与肾结石之间存在明显的正相关。SIRI可预测肾结石风险,并强调全身炎症状态对肾结石发病机制的重要作用。
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引用次数: 0
Comprehensive analysis and validation of TP73 as a biomarker for calcium oxalate nephrolithiasis using machine learning and in vivo and in vitro experiments. 利用机器学习和体内、体外实验对作为草酸钙肾炎生物标志物的 TP73 进行全面分析和验证。
IF 2 2区 医学 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-11-16 DOI: 10.1007/s00240-024-01655-3
Zijian Zhou, Lujia Wang, Lingkai Cai, Peng Gao, Hongcheng Lu, Zhong Wu

Calcium oxalate (CaOx) nephrolithiasis constitutes approximately 75% of nephrolithiasis cases, resulting from the supersaturation and deposition of CaOx crystals in renal tissues. Despite their prevalence, precise biomarkers for CaOx nephrolithiasis are lacking. With advances in high-throughput sequencing, we aimed to identify biomarkers of CaOx nephrolithiasis by combining two CaOx nephrolithiasis datasets (GSE73680 and GSE117518). Utilizing weighted gene co-expression network analysis (WGCNA) and four machine learning, we identified six hub genes (DLK2, BHLHA15, C12orf5, ICMT, LOXHD1, and TP73) as potential biomarkers. Additionally, CIBERSORT immune infiltration analysis suggested that these core genes may influence immune cell recruitment and infiltration in CaOx nephrolithiasis. Then, TP73 emerged as a significant hub gene in CaOx nephrolithiasis via receiver operating characteristic (ROC) analysis (AUC = 0.885). Furthermore, the role of TP73 was validated in CaOx nephrolithiasis rat models induced by 1% ethylene glycol, as well as clinical samples and renal tubular epithelial cell models treated with 1 mM oxalate. Immunohistochemistry, RNA-Sequencing, and RT-qPCR experiments demonstrated an increased expression of TP73 in CaOx nephrolithiasis rat models and clinical samples. After transfection with TP73 lentivirus, CCK-8 assays suggested that TP73 could inhibit the proliferation of HK-2 and NRK-52E cells. In oxalate-induced cell models, dihydroethidium staining and flow cytometry apoptosis assays indicated that TP73 could enhance ROS levels and cell apoptosis. In summary, our study preliminarily identified TP73 as a diagnostic biomarker and elucidated the promoting role of TP73 in CaOx nephrolithiasis, providing a deeper understanding of the clinical diagnosis and pathogenesis.

草酸钙(CaOx)肾炎约占肾炎病例的 75%,是由于 CaOx 晶体在肾组织中过饱和和沉积造成的。尽管钙氧化物肾炎很常见,但目前还缺乏精确的生物标志物。随着高通量测序技术的发展,我们将两个钙氧化物肾炎数据集(GSE73680 和 GSE117518)结合起来,旨在确定钙氧化物肾炎的生物标志物。利用加权基因共表达网络分析(WGCNA)和四种机器学习方法,我们确定了六个枢纽基因(DLK2、BHLHA15、C12orf5、ICMT、LOXHD1 和 TP73)作为潜在的生物标记物。此外,CIBERSORT 免疫浸润分析表明,这些核心基因可能会影响 CaOx 肾炎中免疫细胞的招募和浸润。然后,通过接收器操作特征(ROC)分析(AUC = 0.885),TP73 成为 CaOx 肾炎的重要枢纽基因。此外,1% 乙二醇诱导的 CaOx 肾石症大鼠模型、临床样本以及用 1 mM 草酸盐处理的肾小管上皮细胞模型都验证了 TP73 的作用。免疫组化、RNA 序列测定和 RT-qPCR 实验表明,TP73 在 CaOx 肾石症大鼠模型和临床样本中的表达量增加。转染 TP73 慢病毒后,CCK-8 检测表明 TP73 可抑制 HK-2 和 NRK-52E 细胞的增殖。在草酸盐诱导的细胞模型中,二氢乙锭染色和流式细胞仪细胞凋亡检测表明,TP73 可提高 ROS 水平和细胞凋亡。总之,我们的研究初步确定了 TP73 作为诊断生物标志物,并阐明了 TP73 在 CaOx 肾炎中的促进作用,为临床诊断和发病机制提供了更深入的理解。
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引用次数: 0
Quadruple-D score in the success rate of extracorporeal shock wave lithotripsy of renal stones in pediatric population. 小儿肾结石体外冲击波碎石术成功率的四项D评分。
IF 2 2区 医学 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-11-16 DOI: 10.1007/s00240-024-01657-1
Furkan Şendoğan, Mehmet Bulut, Cengiz Çanakçı, Erdinç Dinçer, Berkan Şimşek, Bilal Çetin, Selçuk Sılay, Onur Telli

Objectives: Evaluation of the validity of the Quadruple-D score in the prediction of success in pediatric stone disease.

Materials and methods: Of the 292 children treated with SWL between 2007 and 2023, a total of 158 children who had adequate follow-up data and evaluated with non-contrast computed tomography before SWL, were included in the study. Parameters were calculated for each of the stone volume (SV), skin-to-stone distance (SSD), stone density (SD) and stone location (SL) variables. Receiver operator characteristic analysis was used to set cut-off values. Quadruple-D scores were calculated, and success rates were determined for each score. Stone-free status was determined as complete clearance after three months of final SWL.

Results: The median age of the study group was 8 (range 1 to 16). One hundred and one of the 158 (64%) children had stone-free status. Mean SV, SSD and SD values were significantly higher in SWL failed group than stone-free group after detecting cutoff values of 150 mm3, 6.7 cm, and 540 HU, respectively. Stone-free rates were detected as 19.6%, 24.7%, 37.2%, 76.2%, and 90.2% with the Quadruple-D scores of 0, 1, 2, 3 and 4 points.

Conclusions: Quadruple-D scoring system can further improve Triple-D scoring system by adding stone position parameter to clarify SFR with a simple and easy calculation. We believe that the Quadruple-D score will have better clinical significance than the Triple-D scoring system in predicting the success of SWL in children.

目的评估Quadruple-D评分在预测小儿结石病成功率方面的有效性:在2007年至2023年期间接受过SWL治疗的292名儿童中,共有158名儿童在接受SWL治疗前接受了非对比计算机断层扫描评估,并有足够的随访数据。研究人员计算了结石体积(SV)、皮肤到结石的距离(SSD)、结石密度(SD)和结石位置(SL)等变量的参数。采用接收者操作特征分析法设定截断值。计算了四重 D 评分,并确定了每个评分的成功率。最终SWL三个月后完全清除为无结石状态:研究组的中位年龄为 8 岁(1 至 16 岁不等)。158名儿童中有101名(64%)处于无结石状态。SWL失败组的平均SV值、SSD值和SD值分别为150 mm3、6.7 cm和540 HU,明显高于无结石组。在四重-D 评分为 0、1、2、3 和 4 分时,无结石率分别为 19.6%、24.7%、37.2%、76.2% 和 90.2%:四重-D 评分系统通过增加结石位置参数来明确 SFR,计算简单易行,从而进一步改进了三重-D 评分系统。我们相信,在预测儿童 SWL 成功率方面,四重-D 评分将比 Triple-D 评分系统具有更好的临床意义。
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引用次数: 0
Revealing the molecular landscape of calcium oxalate renal calculi utilizing a tree shrew model: a transcriptomic analysis of the kidney. 利用树鼩模型揭示草酸钙肾结石的分子图谱:肾脏转录组分析。
IF 2 2区 医学 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-11-15 DOI: 10.1007/s00240-024-01661-5
Guang Wang, Ziye Huang, Yuyun Wu, Rui Xu, Jiongming Li

Our comprehensive genomic investigation employing tree shrew calcium oxalate stone models unveils intricate links between kidney stone formation and diverse physiological systems. We identify a constellation of genes whose expression patterns point to multifaceted interactions among cardiovascular health, renal fibrosis, and bone homeostasis in the pathogenesis of renal calculi. Key players include CHIT1, TNFRSF18, CLEC4E, RGS1, DCSTAMP, and SLC37A2, which emerge as pivotal actors in arteriosclerosis, renal fibrosis, and osteoclastogenesis respectively, showcasing the complexity of stone disease. The downregulation of ADRA1D, LVRN, and ABCG8 underscores roles in urodynamics, epithelial-mesenchymal transition, and vitamin D metabolism, linking these to nephrolithiasis. Comparative genomics across tree shrew, human (Randall's plaque), rat, and mouse identifies shared KEGG pathways including Calcium signaling, Actin cytoskeleton regulation, Neuroactive ligand-receptor interactions, Complement and coagulation cascades, TRP channel regulation by inflammatory mediators, p53 signaling, and Fc gamma R-mediated phagocytosis. These pathways underscore the interconnectedness of immune, inflammatory, and metabolic processes in stone development. Our findings suggest novel targets for future therapeutics and prevention strategies against nephrolithiasis, highlighting the need for a holistic view of the disease encompassing multiple pathogenic factors.

我们利用树鼩草酸钙结石模型进行的全面基因组研究揭示了肾结石形成与不同生理系统之间错综复杂的联系。我们发现了一组基因,它们的表达模式表明,在肾结石的发病机制中,心血管健康、肾脏纤维化和骨平衡之间存在着多方面的相互作用。其中的关键基因包括 CHIT1、TNFRSF18、CLEC4E、RGS1、DCSTAMP 和 SLC37A2,它们分别在动脉硬化、肾脏纤维化和破骨细胞生成过程中发挥关键作用,显示了结石病的复杂性。ADRA1D、LVRN和ABCG8的下调强调了它们在尿动力学、上皮-间质转化和维生素D代谢中的作用,并将这些作用与肾结石联系起来。树鼩、人类(兰德尔斑块)、大鼠和小鼠的比较基因组学发现了共享的 KEGG 通路,包括钙信号转导、肌动蛋白细胞骨架调节、神经活性配体-受体相互作用、补体和凝血级联、炎症介质对 TRP 通道的调节、p53 信号转导和 Fcγ R 介导的吞噬作用。这些途径强调了结石发育过程中免疫、炎症和代谢过程的相互关联性。我们的研究结果为未来肾结石的治疗和预防策略提出了新的靶点,强调了从整体上看待包括多种致病因素在内的肾结石的必要性。
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引用次数: 0
Multicenter outcome analysis of different sheath sizes for Flexible and Navigable Suction ureteral access sheath (FANS) ureteroscopy: an EAU Endourology collaboration with the global FANS study group. 输尿管软镜和可导航抽吸输尿管通路鞘(FANS)不同尺寸鞘的多中心结果分析:EAU 内泌尿学与全球 FANS 研究小组的合作。
IF 2 2区 医学 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-11-15 DOI: 10.1007/s00240-024-01662-4
Jia-Lun Kwok, Bhaskar Somani, Kemal Sarica, Steffi Kar Kei Yuen, Marek Zawadzki, Daniele Castellani, Satyendra Persaud, Chu Ann Chai, Wissam Kamal, Tzevat Tefik, Azimdjon N Tursunkulov, Boyke Soebhali, Albert El Hajj, Raymond Ko, Khi Yung Fong, Laurian Dragos, Yiloren Tanidir, Oriol Angerri, Olivier Traxer, Vineet Gauhar

Flexible and navigable suction ureteral access sheath (FANS) is a potential game changer in flexible ureteroscopy (FURS). The influence of sheath size on outcomes needs research. The primary aim was to analyze 30-day single stage stone free status (SFS), zero fragment rate (ZFR) and complications when using 10/12Fr sheaths vis a vis other sheath sizes. The global FANS research group published the 30-day outcomes in patients who underwent FANS and reasoned this can be a potential game changer. We included 295 patients from this anonymized dataset with division into two groups: Group 1 (Smaller sheath) - 10/12Fr FANS, and Group 2 (Larger sheath) - 11/13Fr or 12/14Fr sheaths. Stone volume was similar between both groups (median 1320 mm3, p = 0.88). Ureteroscopy and total operative time was longer in the smaller sheath group (35 vs. 32 min, p = 0.02 and 50 vs. 45 min, p = 0.001, respectively). While 30-day computed tomography SFS (100% stone free or single residual fragment ≤ 2 mm) were not significantly different (96% vs. 95%, p > 0.99), ZFR (100% stone-free) was better with smaller sheaths (68% vs. 53%, p = 0.02). There was no difference in postoperative complication rates, and no sepsis in both groups. Urologists should consider individualizing appropriate sheath size in normal adult kidneys. Sheath size did not affect complication rates, risk of perioperative injury to the pelvicalyceal system or ureteric injury, but smaller FANS sheaths had similar high SFS. The ZFR with smaller sheaths was better, but this needs to be validated. These smaller sheath outcomes need to be balanced with longer ureteroscopy time, operative time, reach to the lower pole, ease of suction and visibility during lithotripsy. Large volume studies in different types of pelvicalyceal anatomy can determine if indeed smaller FANS is the best choice in FURS.

柔性可导航抽吸输尿管通路鞘(FANS)有望改变柔性输尿管镜检查(FURS)的游戏规则。鞘的大小对结果的影响需要研究。研究的主要目的是分析使用 10/12Fr 插管与其他尺寸插管的 30 天单期无结石状态 (SFS)、零碎片率 (ZFR) 和并发症。全球 FANS 研究小组公布了接受 FANS 治疗的患者的 30 天疗效,并认为这有可能改变游戏规则。我们从这个匿名数据集中纳入了 295 名患者,并将其分为两组:第一组(较小的鞘)--10/12Fr FANS,第二组(较大的鞘)--11/13Fr 或 12/14Fr 鞘。两组结石体积相似(中位 1320 mm3,p = 0.88)。较小鞘管组的输尿管镜检查时间和总手术时间更长(分别为 35 分钟对 32 分钟,p = 0.02 和 50 分钟对 45 分钟,p = 0.001)。虽然 30 天的计算机断层扫描 SFS(100% 无结石或单个残余碎片小于 2 毫米)没有显著差异(96% 对 95%,p > 0.99),但小鞘的 ZFR(100% 无结石)更好(68% 对 53%,p = 0.02)。两组的术后并发症发生率和败血症发生率没有差异。泌尿科医生应考虑为正常成人肾脏选择合适的鞘管尺寸。鞘的大小并不影响并发症发生率、围术期肾盂-膀胱系统损伤风险或输尿管损伤,但较小的FANS鞘具有相似的高SFS。小号鞘的ZFR更好,但这需要验证。这些较小鞘的结果需要与较长的输尿管镜检查时间、手术时间、到达下极的距离、抽吸的难易程度以及碎石过程中的可视性相平衡。对不同类型的肾盂膀胱解剖进行大量研究,可以确定较小的 FANS 是否是 FURS 的最佳选择。
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引用次数: 0
Remnant cholesterol increases the risk of incident kidney stones: a nested case-control study in Chinese adults. 残留胆固醇增加肾结石发病风险:一项针对中国成年人的巢式病例对照研究。
IF 2 2区 医学 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-11-14 DOI: 10.1007/s00240-024-01658-0
Da-Wei Wang, Feng Shi, Ding-Guo Zhang, Hui Wang, Yu Zhu, Jun Wang

Kidney stones pose a significant healthcare burden worldwide. Dyslipidemia is a risk factor for kidney stones, but the relationship between remnant cholesterol (RC) and kidney stone risk is unknown. We aimed to investigate the association between RC and the risk of incident kidney stones. We conducted a nested case-control study based on data from Shanghai Kidney Stone Cohort conducted in Shanghai from December 2018 to February 2023. Propensity score matching was used to select 2550 incident kidney stone cases and 7650 controls from a total of 60,158 adults. Baseline fasting plasma samples were collected to measure RC, which was calculated as total cholesterol minus high-density lipoproteins cholesterol and low-density lipoproteins cholesterol. Multivariable conditional logistic regression and a restricted cubic spline were used to estimate the association between tertiles of RC and kidney stone risk. Subgroup and sensitivity analyses were also performed. The baseline RC of incident kidney stone cases and controls were 0.58 (0.57) and 0.54 (0.55), respectively. Incident kidney stones had much higher baseline RC levels than controls (P < 0.001). Higher baseline RC levels were significantly associated with increased kidney stone risk after adjustment for potential confounders (highest vs. lowest tertile: OR 1.16, 95% CI 1.04-1.30; per 1 mmol/L increase: OR 1.16, 95% CI 1.07-1.26). Restricted cubic spline showed a significant positive and linear dose-response relationship between RC and the risk of developing kidney stones (P-overall = 0.005, P-nonlinear = 0.482). Sensitivity analyses yielded consistent results. Elevated RC levels are associated with a greater risk of incident kidney stones in Chinese adults.

肾结石给全世界的医疗保健带来了巨大负担。血脂异常是肾结石的一个风险因素,但残余胆固醇(RC)与肾结石风险之间的关系尚不清楚。我们旨在研究残余胆固醇与肾结石发病风险之间的关系。我们基于2018年12月至2023年2月在上海进行的上海肾结石队列研究数据,开展了一项巢式病例对照研究。研究采用倾向得分匹配法,从总计60158名成年人中选取了2550名肾结石发病病例和7650名对照者。收集基线空腹血浆样本以测量RC,RC的计算方法为总胆固醇减去高密度脂蛋白胆固醇和低密度脂蛋白胆固醇。采用多变量条件逻辑回归和限制性三次样条来估计 RC 与肾结石风险之间的关系。此外还进行了分组分析和敏感性分析。肾结石病例和对照组的基线RC分别为0.58(0.57)和0.54(0.55)。肾结石病例的基线 RC 水平远高于对照组(P
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引用次数: 0
Commentary on "Comparing outcomes of single‑use vs reusable ureteroscopes: a systematic review and meta analysis". 关于 "比较一次性和可重复使用输尿管镜的疗效:系统综述和荟萃分析 "的评论。
IF 2 2区 医学 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-11-13 DOI: 10.1007/s00240-024-01663-3
Xierzhati Aizezi, Xue Ge, Zheng Wang, Yuan Ma, Jifu Li, Jinxing Huang
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引用次数: 0
Evaluating the effectiveness of AI-powered UrologiQ's in accurately measuring kidney stone volume in urolithiasis patients. 评估人工智能 UrologiQ 在准确测量尿石症患者肾结石体积方面的有效性。
IF 2 2区 医学 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-11-11 DOI: 10.1007/s00240-024-01659-z
Abhijith Yenikekaluva, Madhu Sudan Agrawal, Jithunath Madathiparambil Ramanathan, Syed Furqan Azeez, Apeksha Sakegaonkar, Aamir Mohammed Shariff

Kidney stones and urolithiasis are kidney diseases that have a significant impact on health and well-being, and their incidence is increasing annually owing to factors such as age, sex, ethnicity, and geographical location. Accurate identification and volume measurement of kidney stones are critical for determining the appropriate surgical approach, as timely and precise treatment is essential to prevent complications and ensure successful outcomes. Larger stones often require more invasive procedures, and precise volume measurements are essential for effective surgical planning and patient outcomes. This study aimed to compare the ability of artificial intelligence (AI) to detect and measure kidney stone volume via CT-KUB images. CT KUB imaging data were analyzed to determine the effectiveness of AI in identifying the volume of kidney stones. The results were compared with measurements taken by radiologists. Compared with radiologists, the AI had greater accuracy, efficiency, and consistency in measuring kidney stone volume. The AI calculates the volume of kidney stones with an average difference of 80% compared with the volumes calculated by radiologists, highlighting a significant discrepancy that is critical for accurate surgical planning. The results suggest that artificial intelligence (AI) outperforms radiologists' manual calculations in measuring kidney stone volume. By integrating AI with kidney stone detection and treatment, there is potential for greater diagnostic precision and treatment effectiveness, which could ultimately improve patient outcomes.

肾结石和泌尿系结石是对健康和福祉有重大影响的肾脏疾病,其发病率因年龄、性别、种族和地理位置等因素而逐年上升。准确识别和测量肾结石的体积对于确定适当的手术方法至关重要,因为及时和精确的治疗对于预防并发症和确保成功治疗至关重要。较大的结石通常需要更多的侵入性手术,而精确的体积测量对于有效的手术规划和患者预后至关重要。本研究旨在比较人工智能(AI)通过 CT-KUB 图像检测和测量肾结石体积的能力。对 CT KUB 成像数据进行了分析,以确定人工智能在识别肾结石体积方面的有效性。结果与放射科医生的测量结果进行了比较。与放射科医生相比,人工智能在测量肾结石体积方面具有更高的准确性、效率和一致性。人工智能计算出的肾结石体积与放射科医生计算出的体积相比,平均相差 80%,这突出表明两者之间存在显著差异,而这种差异对于准确的手术规划至关重要。结果表明,在测量肾结石体积方面,人工智能(AI)优于放射科医生的人工计算。通过将人工智能与肾结石检测和治疗相结合,有可能提高诊断精度和治疗效果,最终改善患者的预后。
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引用次数: 0
CT-based deep learning model for predicting the success of extracorporeal shock wave lithotripsy in treating ureteral stones larger than 1 cm. 基于 CT 的深度学习模型,用于预测体外冲击波碎石术治疗大于 1 厘米输尿管结石的成功率。
IF 2 2区 医学 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-11-05 DOI: 10.1007/s00240-024-01656-2
Rijin Song, Bo Liu, Huixin Xu

Objectives: To develop a deep learning (DL) model based on computed tomography (CT) images to predict the success of extracorporeal shock wave lithotripsy (SWL) treatment for patients with ureteral stones larger than 1 cm.

Materials and methods: We enrolled 333 patients who underwent SWL treatment for ureteral stones and randomly divided them into training and test sets. A DL model was built based on CT images of ureteral stones to predict SWL outcomes. The predictive efficacy of the DL model was assessed by comparing it with traditional and radiomics models.

Results: The DL model demonstrated significantly better predictive performance in both training and test sets compared to radiomics (training set, AUC: 0.993 vs. 0.923, P < 0.001; test set AUC: 0.982 vs. 0.846, P < 0.001) and traditional models (training set AUC: 0.993 vs. 0.75, P = 0.005; test set AUC: 0.982 vs. 0.677, P < 0.001). Decision curve analysis (DCA) also proved that the DL model brought more benefit in predicting the success of SWL treatment than other methods.

Conclusion: The DL model based on CT images showed excellent ability to predict the probability of success of SWL treatment for patients with ureteral stones larger than 1 cm, providing a new auxiliary tool for clinical treatment decision-making.

目的开发基于计算机断层扫描(CT)图像的深度学习(DL)模型,以预测输尿管结石大于1厘米的患者体外冲击波碎石(SWL)治疗的成功率:我们招募了333名接受体外冲击波碎石治疗的输尿管结石患者,并将他们随机分为训练集和测试集。根据输尿管结石的 CT 图像建立了一个 DL 模型,用于预测 SWL 的结果。通过与传统模型和放射组学模型进行比较,评估了 DL 模型的预测效果:结果:与放射组学模型相比,DL 模型在训练集和测试集上的预测效果都明显更好(训练集,AUC:AUC: 0.993 vs. 0.923, P基于CT图像的DL模型在预测输尿管结石大于1厘米患者的SWL治疗成功概率方面表现出色,为临床治疗决策提供了一种新的辅助工具。
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引用次数: 0
Actual clinical practice pattern in SWL after COVID-19 era: a critical evaluation from different aspects. COVID-19 时代之后 SWL 的实际临床实践模式:从不同方面进行批判性评估。
IF 2 2区 医学 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-11-01 DOI: 10.1007/s00240-024-01650-8
Erhan Erdoğan, Göksu Sarıca, Cahit Şahin, Kemal Sarıca

To outline the current status of Shock Wave Lithotripsy (SWL) in stone treatment and the changes in the mode of application after the COVID-19 pandemic along with critical factors affecting the clinical practice of this particular procedure. This study targeted national and international urology experts who could share and contribute their experiences and perspectives on SWL practices after COVID-19 era. Approximately 650 urology specialists were invited to participate in the survey based study via Google Forms. Participation was voluntary and 398 of the invited participants completed the survey, yielding an acceptable response rate of approximately 61.23%. This survey highlights significant findings that shed light on the changes in clinical SWL applications. Nearly half of SWL procedures are performed by technicians or nurses instead of experienced urologists, potentially affecting the proper application and outcomes of the procedure. SWL seemed to be applied on a guideline (GL) indications based manner by the majority of the participants. Fluoroscopy remains still as the most commonly used method for radiological assessment, underscoring the necessity to teach sonography applications to younger urologists. Key reasons for the limited clinical application of SWL include the absence of lithotripters in the departments, high lithotriptor costs and significantly lower reimbursement rates compared to PNL and fURS modalities. Finally, an increase in SWL utilization rates has been observed post-COVID-19, highlighting its certain advantages realized during this period. These findings provide important insights into the role of SWL in stone treatment and the main factors influencing its clinical application practices. Although the popularity of SWL in the management of urinary stones is being stated to decline particularly in the last two decades, data obtained in this survey emphasized well that it is still a viable option especially for stones smaller than 15 mm. Our findings highlight the enduring relevance of SWL in contemporary stone therapy protocols in the context of COVID-19, where outpatient, non-invasive procedures are preferred. In addition to the consideration of certain factors affecting the rate of its application in clinical practice, to achieve high success rates with minimal complications in SWL, strategic patient selection and adherence to procedure guidelines seem to be crucial.

概述冲击波碎石术(SWL)在结石治疗中的现状、COVID-19 大流行后应用模式的变化以及影响这一特殊手术临床实践的关键因素。这项研究的目标人群是国内和国际泌尿科专家,他们可以就 COVID-19 流行后的 SWL 实践分享和贡献他们的经验和观点。约有 650 名泌尿科专家受邀通过谷歌表格参与这项基于调查的研究。受邀者自愿参与,其中 398 人完成了调查,回复率约为 61.23%。这项调查强调了一些重要发现,揭示了 SWL 临床应用的变化。近一半的 SWL 手术是由技术人员或护士而非经验丰富的泌尿科医生实施的,这可能会影响手术的正确应用和效果。大多数参与者似乎都是根据指南(GL)的适应症来应用 SWL。透视检查仍是最常用的放射评估方法,这说明有必要向年轻的泌尿科医生传授超声检查的应用。体外碎石临床应用有限的主要原因包括:科室中没有碎石机、碎石机成本高昂以及报销比例明显低于 PNL 和 fURS 方法。最后,据观察,COVID-19 后,SWL 的使用率有所上升,凸显了其在此期间实现的某些优势。这些发现为了解 SWL 在结石治疗中的作用以及影响其临床应用实践的主要因素提供了重要依据。虽然有人说 SWL 在治疗泌尿系结石方面的受欢迎程度有所下降,尤其是在过去二十年里,但本次调查获得的数据充分强调了它仍然是一种可行的选择,尤其是对于小于 15 毫米的结石。我们的研究结果突出表明,在 COVID-19 的背景下,SWL 在当代结石治疗方案中仍具有重要意义,因为门诊无创手术是首选。除了考虑影响其临床应用率的某些因素外,要想使SWL的成功率高且并发症少,战略性地选择患者和遵守手术指南似乎至关重要。
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Urolithiasis
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