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

被引:68
作者
Song, Kyo Young [1 ]
Park, Yong Gyu [2 ]
Jeon, Hae Myung [1 ]
Park, Cho Hyun [1 ]
机构
[1] Catholic Univ Korea, Seoul St Marys Hosp, Dept Surg, Coll Med, Seoul 137701, South Korea
[2] Catholic Univ Korea, Dept Biostat, Coll Med, Seoul 137701, South Korea
关键词
Nomogram; Prediction; Survival; Gastric cancer; High volume center; Radical surgery; POSTOPERATIVE NOMOGRAM; R0; RESECTION; ADENOCARCINOMA; GASTRECTOMY; EXPERIENCE;
D O I
10.1007/s10120-013-0270-x
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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. 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. 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). 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.
引用
收藏
页码:287 / 293
页数:7
相关论文
共 23 条
[1]  
Alzola CF., An Introduction to S and the Hmisc and Design Libraries
[2]  
Bang YJ, 2010, LANCET, V376, P1302
[3]   Adjuvant capecitabine and oxaliplatin for gastric cancer after D2 gastrectomy (CLASSIC): a phase 3 open-label, randomised controlled trial [J].
Bang, Yung-Jue ;
Kim, Young-Woo ;
Yang, Han-Kwang ;
Chung, Hyun Cheol ;
Park, Young-Kyu ;
Lee, Kyung Hee ;
Lee, Keun-Wook ;
Kim, Yong Ho ;
Noh, Sang-Ik ;
Cho, Jae Yong ;
Mok, Young Jae ;
Kim, Yeul Hong ;
Ji, Jiafu ;
Yeh, Ta-Sen ;
Button, Peter ;
Sirzen, Florin ;
Noh, Sung Hoon .
LANCET, 2012, 379 (9813) :315-321
[4]   A nomogram for individualized estimation of survival among patients with brain metastasis [J].
Barnholtz-Sloan, Jill S. ;
Yu, Changhong ;
Sloan, Andrew E. ;
Vengoechea, Jaime ;
Wang, Meihua ;
Dignam, James J. ;
Vogelbaum, Michael A. ;
Sperduto, Paul W. ;
Mehta, Minesh P. ;
Machtay, Mitchell ;
Kattan, Michael W. .
NEURO-ONCOLOGY, 2012, 14 (07) :910-918
[5]  
Edge S.B., 2010, AJCC CANC STAGING HD
[6]  
Harrell FE., 2001, Regression Modeling Strategies: with Applications to Linear Models, Logistic Regression, and Survival Analysis, V608, DOI DOI 10.2147/
[7]   Adenocarcinoma of the esophagogastric junction: incidence, characteristics, and treatment strategies [J].
Hasegawa, Shinichi ;
Yoshikawa, Takaki .
GASTRIC CANCER, 2010, 13 (02) :63-73
[8]   Postoperative nomogram for disease-specific survival after an R0 resection for gastric carcinoma [J].
Kattan, MW ;
Karpeh, MS ;
Mazumdar, M ;
Brennan, MF .
JOURNAL OF CLINICAL ONCOLOGY, 2003, 21 (19) :3647-3650
[9]   Postoperative nomogram for 12-year sarcoma-specific death [J].
Kattan, MW ;
Leung, DHY ;
Brennan, MF .
JOURNAL OF CLINICAL ONCOLOGY, 2002, 20 (03) :791-796
[10]   Pretreatment nomogram for predicting the outcome of three-dimensional conformal radiotherapy in prostate cancer [J].
Kattan, MW ;
Zelefsky, MJ ;
Kupelian, PA ;
Scardino, PT ;
Fuks, Z ;
Leibel, SA .
JOURNAL OF CLINICAL ONCOLOGY, 2000, 18 (19) :3352-3359