Development and validation of a nomogram to predict recurrence for clinical T1/2 clear cell renal cell carcinoma patients after nephrectomy.

IF 1.6 3区 医学 Q2 SURGERY BMC Surgery Pub Date : 2024-06-26 DOI:10.1186/s12893-024-02487-z
Keruo Wang, Baoyin Guo, Yuanjie Niu, Gang Li
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Abstract

Objective: To develop and validate a nomogram for predicting recurrence-free survival (RFS) for clinical T1/2 (cT1/2) clear cell renal cell carcinoma (ccRCC) patients after nephrectomy.

Methods: Clinicopathological and survival data from 1289 cT1/2 ccRCC patients treated at the Second Hospital of Tianjin Medical University between 2017 and 2020 were included. Cox regression analysis was used to identify independent risk factors in 902 and 387 ccRCC patients in the training and validation cohorts, respectively, and construct the nomogram. The performance of the nomogram was assessed through calibration plots, time-dependent receiver operating characteristic (ROC) curves, C-index (concordance-index), and decision curve analysis (DCA). Kaplan-Meier curves were used to evaluate the probability of RFS in patients with different recurrence risks.

Results: Age, tumor size, surgical approach, Fuhrman grade, and pT3a upstage were identified as independent predictors of RFS. The area under the curve (AUC) for the 3-year and 5-year RFS ROC curves were 0.791 and 0.835 in the training cohort, and 0.860 and 0.880 in the validation cohort. The DCA and calibration plots demonstrated the optimal application and excellent accuracy of the nomogram for predicting 3-year and 5-year RFS. Kaplan-Meier curves revealed significant differences in RFS among the three risk groups in both the training and validation cohorts. Clinically, the developed nomogram provides a more precise tool for risk stratification, enabling tailored postoperative management and surveillance strategies, ultimately aiming to improve patient outcomes.

Conclusions: We developed a nomogram for predicting RFS in cT1/2 ccRCC patients after nephrectomy with high accuracy. The clinical implementation of this nomogram can significantly enhance clinical decision-making, leading to improved patient outcomes and optimized resource utilization in the management of ccRCC.

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开发并验证预测临床 T1/2 透明细胞肾细胞癌患者肾切除术后复发的提名图。
目的开发并验证预测临床T1/2(ct1/2)透明细胞肾细胞癌(ccRCC)患者肾切除术后无复发生存期(RFS)的提名图:方法:纳入2017年至2020年间在天津医科大学第二医院接受治疗的1289例ct1/2 ccRCC患者的临床病理和生存数据。在训练队列和验证队列中,分别使用 Cox 回归分析确定了 902 名和 387 名 ccRCC 患者的独立风险因素,并构建了提名图。通过校准图、随时间变化的接收者操作特征曲线(ROC)、C-指数(一致性指数)和决策曲线分析(DCA)评估了提名图的性能。Kaplan-Meier曲线用于评估不同复发风险患者的RFS概率:结果:年龄、肿瘤大小、手术方式、Fuhrman分级和pT3a上期被确定为RFS的独立预测因素。在训练队列中,3年和5年RFS ROC曲线的曲线下面积(AUC)分别为0.791和0.835,在验证队列中分别为0.860和0.880。DCA和校准图显示了提名图在预测3年和5年RFS方面的最佳应用和出色的准确性。Kaplan-Meier 曲线显示,在训练队列和验证队列中,三个风险组之间的 RFS 存在显著差异。在临床上,所开发的提名图为风险分层提供了更精确的工具,使术后管理和监测策略更有针对性,最终达到改善患者预后的目的:我们开发了一种提名图,用于预测肾切除术后 cT1/2 ccRCC 患者的 RFS,准确率很高。该提名图的临床应用可显著提高临床决策水平,从而改善患者预后,优化ccRCC管理中的资源利用。
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来源期刊
BMC Surgery
BMC Surgery SURGERY-
CiteScore
2.90
自引率
5.30%
发文量
391
审稿时长
58 days
期刊介绍: BMC Surgery is an open access, peer-reviewed journal that considers articles on surgical research, training, and practice.
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