Development and validation of a survival nomogram for patients with Siewert type II/III adenocarcinoma of the esophagogastric junction based on real-world data

被引:12
|
作者
Chen, Jian [1 ]
Xia, Yu-Jian [1 ]
Liu, Tian-Yu [2 ]
Lai, Yuan-Hui [3 ]
Yu, Ji-Shang [1 ]
Zhang, Tian-Hao [1 ]
Ooi, Shiyin [2 ]
He, Yu-Long [1 ,4 ]
机构
[1] Sun Yat Sen Univ, Ctr Gastrointestinal Surg, Affiliated Hosp 1, 58 Zhongshan 2nd Rd, Guangzhou 510080, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Dept Obstet & Gynecol, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
[3] Sun Yat Sen Univ, Dept Thyroid & Breast Surg, Eastern Div, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
[4] Sun Yat Sen Univ, Digest Med Ctr, Affiliated Hosp 7, Shenzhen, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Adenocarcinoma of the esophagogastric junction; Nomogram; Prognosis; Clinical decision support; Real-world data; CANCER; CLASSIFICATION; DIAGNOSIS; ALBUMIN;
D O I
10.1186/s12885-021-08249-x
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundThe clinical staging systems for adenocarcinoma of the esophagogastric junction (AEG) are controversial. We aimed to propose a prognostic nomogram based on real-world data for predicting survival of Siewert type II/III AEG patients after surgery.MethodsA total of 396 patients with Siewert type II/III AEG diagnosed and treated at the Center for Gastrointestinal Surgery, the First Affiliated Hospital, Sun Yat-sen University, from June 2009 to June 2017 were enrolled. The original data of 29 variables were exported from the electronic medical records system. The nomogram was established based on multivariate Cox regression coefficients, and its performance was measured using Harrell's concordance index (C-index), receiver operating characteristic (ROC) curve analysis and calibration curve.ResultsA nomogram was constructed based on nine variables. The C-index for overall survival (OS) prediction was 0.76 (95% CI, 0.72 to 0.80) in the training cohort, in the validation-1 cohort was 0.79 (95% CI, 0.72 to 0.86), and 0.73 (95% CI, 0.67 to 0.80) in the validation-2 cohort. Time-dependent ROC curves and calibration curves in all three cohorts showed good prognostic predictive accuracy. We further proved the superiority of the nomogram in predictive accuracy for OS to pathological TNM (pTNM) staging system and other independent prognostic factors. Kaplan-Meier survival curves demonstrated the pTNM stage, grade of differentiation, positive lymph node, log odds of positive lymph node and organ invasion were prognostic factors with good discriminative ability.ConclusionThe established nomogram demonstrated a more precise prognostic prediction for patients with Siewert type II/III AEG.
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页数:18
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