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用于预测接受根治性手术伴扩大淋巴结清扫术的胃癌患者个体生存的列线图。

A nomogram for predicting individual survival of patients with gastric cancer who underwent radical surgery with extended lymph node dissection.

机构信息

Department of Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 505 Banpo-dong, Seocho-gu, Seoul, 137-701, Korea,

出版信息

Gastric Cancer. 2014 Apr;17(2):287-93. doi: 10.1007/s10120-013-0270-x. Epub 2013 May 29.

Abstract

BACKGROUND

We developed and validated a nomogram for use at a high-volume center where radical surgery with extended lymph node dissection is the standard treatment for gastric cancer.

METHODS

Overall, 1,614 patients were randomly divided into the test set (n = 805) and validation set (n = 809). The scoring system was calculated using a Cox proportional hazard regression model with the survival of gastric cancer as the predicted endpoint. The concordance index (c-index) was used as an accuracy measure, with bootstrapping to correct for optimistic bias. Calibration plots were constructed.

RESULTS

Based on a Cox model, we developed a nomogram that predicts the probability of 3- and 5-year survival from the time of surgery. The bootstrap-corrected c-indices were 0.87 and 0.84 in the test and validation sets, respectively. Survival was well predicted in both sets. The predictions of our nomogram discriminated better than the AJCC staging system (test set: c-index, 0.87 vs. 0.77; P < 0.0001; validation set: c-index, 0.84 vs. 0.79; P < 0.001).

CONCLUSION

We developed and validated a nomogram that provided a significantly accurate prediction of postoperative survival in Korean patients with gastric cancer who underwent radical gastrectomy with extended lymph node dissection.

摘要

背景

我们开发并验证了一个列线图,该列线图可用于高容量中心,在这些中心,根治性手术伴扩大淋巴结清扫术是胃癌的标准治疗方法。

方法

共有 1614 名患者被随机分为测试集(n=805)和验证集(n=809)。评分系统是使用 Cox 比例风险回归模型计算的,以胃癌的生存为预测终点。一致性指数(c-index)用作准确性度量,使用自举法校正乐观偏差。构建校准图。

结果

基于 Cox 模型,我们开发了一个列线图,可预测手术时间后 3 年和 5 年的生存率。在测试集和验证集中,bootstrap 校正的 c-index 分别为 0.87 和 0.84。在这两个数据集均实现了良好的生存预测。我们的列线图预测优于 AJCC 分期系统(测试集:c-index,0.87 与 0.77;P<0.0001;验证集:c-index,0.84 与 0.79;P<0.001)。

结论

我们开发并验证了一个列线图,该列线图能够准确预测接受根治性胃切除术伴扩大淋巴结清扫术的韩国胃癌患者的术后生存情况。

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