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利用国家癌症登记处开发并外部验证胃癌预后列线图

Development and external validation of a prognostic nomogram for gastric cancer using the national cancer registry.

作者信息

Liu Jianjun, Geng Qirong, Liu Zhimin, Chen Shangxiang, Guo Jing, Kong Pengfei, Chen YingBo, Li Wei, Zhou Zhiwei, Sun Xiaowei, Zhan Youqing, Xu Dazhi

机构信息

State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.

Department of Gastric and Pancreatic Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China.

出版信息

Oncotarget. 2016 Jun 14;7(24):35853-35864. doi: 10.18632/oncotarget.8221.

Abstract

A nomogram based on both western and eastern populations to estimate the Disease Specific Survival (DSS) of resectable gastric cancer (RGC) has not been established. In current study, we retrospectively analyzed 4,379 RGC patients who underwent curative resection from the Surveillance, Epidemiology, and End Results (SEER) database. Patients diagnosed between 1998 and 2009 were assigned as training set (n= 2,770), and the rest were selected as SEER validation set (n= 1,609). An external validation was performed by a set of independent 1,358 RGC patients after D2 resection from Sun Yat-sen University Cancer Center (SYSUCC) in China. The nomogram was constructed based on the training set. The multivariate analysis identified that patient's age at diagnosis, race, tumor location, grade, depth of invasion, metastatic lymph node stage (mLNS) and total number of examined lymph node (TLN) were associated with patient's DSS. The discrimination of this nomogram was superior to that of the 7th edition of AJCC staging system in SEER validation set and SYSUCC validation set (0.73 versus 0.70, p=0.005; 0.76 versus 0.72, p=0.005; respectively). Calibration plots of the nomogram showed that the probability of DSS corresponded to actual observation closely. In conclusion, our nomogram resulted in more-reliable prognostic prediction for RGC patients in general population.

摘要

尚未建立基于西方和东方人群来估计可切除胃癌(RGC)疾病特异性生存(DSS)的列线图。在本研究中,我们回顾性分析了监测、流行病学和最终结果(SEER)数据库中4379例接受根治性切除的RGC患者。将1998年至2009年间诊断的患者分配为训练集(n = 2770),其余患者选为SEER验证集(n = 1609)。通过一组来自中国中山大学肿瘤防治中心(SYSUCC)的1358例接受D2切除术后的独立RGC患者进行外部验证。基于训练集构建列线图。多变量分析确定,患者诊断时的年龄、种族、肿瘤位置、分级、浸润深度、转移淋巴结分期(mLNS)和检查淋巴结总数(TLN)与患者的DSS相关。在SEER验证集和SYSUCC验证集中,该列线图的辨别能力优于美国癌症联合委员会(AJCC)第7版分期系统(分别为0.73对0.70,p = 0.005;0.76对0.72,p = 0.005)。列线图的校准图显示,DSS的概率与实际观察结果密切对应。总之,我们的列线图为普通人群中的RGC患者提供了更可靠的预后预测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/58bf/5094968/089df04646f4/oncotarget-07-35853-g001.jpg

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