ONCOLOGICAL OUTCOMES OF RADICAL NEPHRECTOMY WITH VENOUS THROMBECTOMY FOR RENAL CELL CARCINOMA AND DEVELOPMENT OF A RECURRENCE RISK CALCULATOR

Spyridon P Basourakos, Grant Henning, Reza Nabavizadeh, Maddy Dorr, John Cheville John Cheville, Brian A. Costello, Stephen A Boorjian, Bradley C Leibovich, Vidit Sharma
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Abstract

Introduction

The likelihood of recurrence after surgery for non-metastatic renal cell carcinoma (RCC) with venous tumor thrombus (VTT) remains considerable and previously developed predictive models remain underutilized in clinical practice. Adjuvant pembrolizumab was recently FDA approved and all RCC patients with VTT technically fall under the FDA approval guidance. However, we have previously conducted a cost-effectiveness analysis to demonstrate that the 3% survival benefit of adjuvant pembrolizumab outweighs its costs and risks when the 5-year risk of metastasis is at least 60%. As such, many patients with RCC and VTT may not benefit from adjuvant pembrolizumab treatment. The purpose of this study was to develop and internally validate an easy-to-use metastasis risk calculator after radical nephrectomy for non-metastatic RCC with VTT.

Methods

We performed a single-institution retrospective analysis of all adult patients who underwent radical nephrectomy with thrombectomy for non-metastatic RCC with VTT between 2000 and 2021. Demographic, clinicopathologic, and procedural characteristics were examined for association with the primary outcome of metastasis-free survival (MFS). A 70%-30% split was used to divide the cohort into a development/training and validation cohort, respectively. A least absolute shrinkage and selection operation (LASSO) Cox regression model was used to select variable combinations that best correlated with RCC metastasis. These variables were used to develop an MFS nomogram for which the area under the curve (AUC) was measured at 5 years. Decision curve analysis was performed to compare the net benefit of a nomogram-based strategy vs a treat-all strategy.

Results

Of the 532 M0 patients, 278 (52.3%), 66 (12.4%), 116 (21.8%), 35 (6.6%), and 37 (7.0%) had a level 0, I, II, III, and IV thrombus, respectively. Baseline characteristics are found in Table 1. The 5-year MFS for VTT level 0, I, II, III, IV was 51.2%, 34.7%, 28.5%, and 33.7%, respectively (p<0.01). Using LASSO feature selection, an MFS nomogram (Figure 1A) was built using four pathologic variables: thrombus level, necrosis, sarcomatoid, and positive nodes. The nomogram separated patients into low (36% of cohort), medium, and high-risk groups for metastasis (Figure 1B) with a 5-year risk of metastasis of approximately 30%, 60%, and 80%, respectively (p<0.001). The AUC at 5-years was 0.74 for both the development and validation cohorts (Figure 1C). Decision curve analysis found a significant net benefit favoring the nomogram over a treat-all strategy when adjuvant therapy treatment thresholds were over 30% metastasis risk (Figure 1D).

Conclusions

Identifying VTT patients who are at increased risk of recurrence is important in determining post-operative follow-up and potentially who might benefit from adjuvant therapy. Our study introduces a MFS nomogram that relies on just four pathologic variables to estimate postoperative recurrence in patients after radical nephrectomy for RCC with VTT. Further validation of this MFS nomogram and understanding more about the implications for post-operative management will be important in the future.
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根治性肾切除术合并静脉血栓切除术治疗肾癌的肿瘤预后及复发风险计算器的发展
非转移性肾细胞癌(RCC)合并静脉肿瘤血栓(VTT)术后复发的可能性仍然相当大,以前开发的预测模型在临床实践中仍未得到充分利用。pembrolizumab的辅助治疗最近获得了FDA的批准,所有患有VTT的RCC患者在技术上都属于FDA的批准指导。然而,我们之前进行的成本-效果分析表明,当5年转移风险至少为60%时,辅助派姆单抗3%的生存获益超过了其成本和风险。因此,许多RCC和VTT患者可能无法从辅助派姆单抗治疗中获益。本研究的目的是开发并内部验证一个易于使用的转移风险计算器,用于非转移性肾细胞癌合并VTT的根治性肾切除术后的转移风险计算器。方法:我们对2000年至2021年间接受根治性肾切除术和血栓切除术治疗非转移性肾细胞癌合并VTT的所有成年患者进行了单机构回顾性分析。研究了人口统计学、临床病理学和手术特征与无转移生存期(MFS)的关系。采用70%-30%的分割将队列分别分为发展/培训和验证队列。最小绝对收缩和选择操作(LASSO) Cox回归模型用于选择与RCC转移最相关的变量组合。这些变量被用来建立一个MFS图,曲线下面积(AUC)是在5年测量的。进行决策曲线分析以比较基于nomogram策略与治疗所有策略的净收益。结果532例M0患者中,0级、1级、2级、3级、4级血栓分别为278例(52.3%)、66例(12.4%)、116例(21.8%)、35例(6.6%)和37例(7.0%)。基线特征见表1。VTT水平0、I、II、III、IV的5年MFS分别为51.2%、34.7%、28.5%和33.7% (p<0.01)。使用LASSO特征选择,使用四个病理变量:血栓水平、坏死、肉瘤样和阳性淋巴结建立MFS nomogram(图1A)。nomogram将患者分为低转移风险组(占队列的36%)、中转移风险组和高风险组(图1B), 5年转移风险分别约为30%、60%和80% (p<0.001)。开发组和验证组的5年AUC均为0.74(图1C)。决策曲线分析发现,当辅助治疗治疗阈值超过30%转移风险时,nomogram治疗方案比all -all治疗方案有显著的净收益(图1D)。结论确定复发风险增加的VTT患者对于确定术后随访和可能受益于辅助治疗的患者具有重要意义。我们的研究引入了一种MFS nomogram,该nomogram仅依赖于四个病理变量来评估伴有VTT的RCC根治性肾切除术后患者的术后复发。进一步验证MFS图和了解更多关于术后管理的含义在未来将是重要的。
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来源期刊
CiteScore
4.80
自引率
3.70%
发文量
297
审稿时长
7.6 weeks
期刊介绍: Urologic Oncology: Seminars and Original Investigations is the official journal of the Society of Urologic Oncology. The journal publishes practical, timely, and relevant clinical and basic science research articles which address any aspect of urologic oncology. Each issue comprises original research, news and topics, survey articles providing short commentaries on other important articles in the urologic oncology literature, and reviews including an in-depth Seminar examining a specific clinical dilemma. The journal periodically publishes supplement issues devoted to areas of current interest to the urologic oncology community. Articles published are of interest to researchers and the clinicians involved in the practice of urologic oncology including urologists, oncologists, and radiologists.
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