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预测胃癌切除患者辅助放疗获益的列线图的开发与验证

Development and Validation of a Nomogram to Predict the Benefit of Adjuvant Radiotherapy for Patients with Resected Gastric Cancer.

作者信息

Yuan Shu-Qiang, Wu Wen-Jing, Qiu Miao-Zhen, Wang Zi-Xian, Yang Lu-Ping, Jin Ying, Yun Jing-Ping, Gao Yuan-Hong, Li Yu-Hong, Zhou Zhi-Wei, Wang Feng, Xu Rui-Hua

机构信息

Department of Gastric Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, 510060, China.

Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Medical Research Center, Sun Yat-sen University Memorial Hospital, Guangzhou, 510120, China.

出版信息

J Cancer. 2017 Sep 29;8(17):3498-3505. doi: 10.7150/jca.19879. eCollection 2017.

Abstract

The US guidelines for gastric cancer (GC) recommend adjuvant radiotherapy (ART) combined with 5-fluorouracil as a standard treatment for patients with resected locally advanced GC. However, patient selection criteria for optimizing the use of adjuvant therapies are lacking. In this study, we developed and validated a nomogram to predict the individualized overall survival (OS) benefit of ART among patients with resected ≥stage IB GC. The 2002-2006 Surveillance, Epidemiology, and End Results (SEER) data of 5,206 patients with resected GC were used as a training set for the development of a nomogram. The 2007-2008 SEER data of 1,986 patients with resected GC were used as validation data. In the multivariate analysis weighted by inverse propensity score, the efficacy of ART varied by the ratio of positive to examined nodes ( <0.01). The magnitude of this difference was included in the nomogram with associated prognosticators to predict the 3- and 5-year OS with and without ART. The nomogram showed significant prognostic superiority to the 8 TNM staging in the training set (Concordance index, 0.68 versus 0.65; <0.01) and the validation set (Concordance index, 0.68 versus 0.64; <0.01). Moreover, the calibration was accurate, and the actual efficacy of ART was positively correlated with the nomogram-estimated survival benefit from ART ( <0.01 and =0.02 in the training set and the validation set, respectively). The nomogram can aid individualized clinical decision making by estimating the 3- and 5-year OS and potential benefits of ART among patients with resected GC.

摘要

美国胃癌(GC)指南推荐辅助放疗(ART)联合5-氟尿嘧啶作为局部晚期GC切除术后患者的标准治疗方法。然而,目前缺乏优化辅助治疗使用的患者选择标准。在本研究中,我们开发并验证了一种列线图,以预测≥IB期GC切除术后患者接受ART的个体化总生存期(OS)获益。将2002 - 2006年监测、流行病学和最终结果(SEER)数据库中5206例GC切除术后患者的数据作为开发列线图的训练集。将2007 - 2008年SEER数据库中1986例GC切除术后患者的数据作为验证数据。在倾向评分加权的多变量分析中,ART的疗效因阳性淋巴结与检查淋巴结的比例而异(<0.01)。这种差异的大小被纳入列线图,并结合相关预后因素来预测接受和未接受ART的患者3年和5年的OS。在训练集(一致性指数,0.68对0.65;<0.01)和验证集(一致性指数,0.68对0.64;<0.01)中,列线图显示出比8版TNM分期显著的预后优势。此外,校准准确,ART的实际疗效与列线图估计的ART生存获益呈正相关(训练集和验证集分别为<0.01和=0.02)。该列线图可通过估计GC切除术后患者的3年和5年OS以及ART的潜在获益,辅助个体化临床决策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7ba4/5687164/3e557e438e66/jcav08p3498g001.jpg

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