Development and validation of a predictive model for postoperative metastasis of upper tract urothelial carcinoma after radical nephroureterectomy and analysis of risk factors for different metastatic sites: a multicenter study.

IF 1.9 4区 医学 Q3 UROLOGY & NEPHROLOGY International Urology and Nephrology Pub Date : 2025-09-01 Epub Date: 2025-03-21 DOI:10.1007/s11255-025-04455-9
ZiMing Kang, Cheng Wang, WanRong Xu, Biao Zhang, JiangHou Wan, HengPing Li, PanFeng Shang
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Abstract

Purpose: To develop a prediction model for assessing the risk of postoperative metastasis in upper tract urothelial carcinoma (UTUC) patients after radical nephroureterectomy (RNU) and to analyze independent risk factors for metastasis at different sites.

Methods: We retrospectively analyzed data from 555 UTUC patients who underwent RNU at 3 medical centers between January 2012 and August 2023. Patients were randomly divided into a training cohort (n = 388) and a validation cohort (n = 167) at a 7:3 ratio. Univariate and multivariate Cox regression analyses were performed in the training cohort to identify postoperative metastasis risk factors. A nomogram was developed based on these factors and validated. In addition, independent risk factors for metastasis at different sites were analyzed.

Results: Among the 555 patients, 122 (22.0%) developed postoperative metastasis. Middle and lower ureteral tumors, T stage ≥ T3, high-grade tumors, lymphovascular invasion (LVI), and a prognostic nutritional index (PNI) < 48.75 were associated with poorer metastasis-free survival (MFS). The nomogram achieved C-indexes of 0.816 and 0.812 in the training and validation cohorts. Age < 65 years was a risk factor for lymph node metastasis, tumor size and necrosis predicted liver metastasis, and a higher preoperative platelet-to-lymphocyte ratio (PLR) was associated with bone metastasis. Median overall survival (OS) for lymph node, lung, liver, multiple sites, bone, and brain metastasis were 14, 10, 6, 5.5, 5, and 4.5 months, respectively.

Conclusion: The prediction model developed effectively assesses postoperative metastasis risk in UTUC patients' aids in guiding individualized treatment. The risk factors for different metastasis sites are generally similar, with slight variations, which may offer new directions for future research on site-specific therapeutic strategies.

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根治性肾切除术后上尿路上皮癌术后转移预测模型的开发与验证,以及不同转移部位的风险因素分析:一项多中心研究。
目的:建立上尿路上皮癌(UTUC)根治性肾输尿管切除术(RNU)术后转移风险预测模型,分析不同部位转移的独立危险因素。方法:我们回顾性分析了2012年1月至2023年8月在3个医疗中心接受RNU治疗的555名UTUC患者的数据。患者按7:3的比例随机分为训练组(n = 388)和验证组(n = 167)。在培训队列中进行单因素和多因素Cox回归分析,以确定术后转移危险因素。在这些因素的基础上建立了一个nomogram并进行了验证。此外,还分析了不同部位转移的独立危险因素。结果:555例患者中,122例(22.0%)发生术后转移。输尿管中下段肿瘤、T分期≥T3、肿瘤级别高、淋巴血管侵袭(LVI)、预后营养指数(PNI)结论:建立的预测模型能有效评估UTUC患者术后转移风险,有助于指导个体化治疗。不同转移部位的危险因素大致相似,但存在细微差异,这可能为未来研究部位特异性治疗策略提供新的方向。
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来源期刊
International Urology and Nephrology
International Urology and Nephrology 医学-泌尿学与肾脏学
CiteScore
3.40
自引率
5.00%
发文量
329
审稿时长
1.7 months
期刊介绍: International Urology and Nephrology publishes original papers on a broad range of topics in urology, nephrology and andrology. The journal integrates papers originating from clinical practice.
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