Development of nomograms for predicting the survival of intestinal-type gastric adenocarcinoma patients after surgery

被引:0
|
作者
Yang, Yu-Shen [1 ,2 ]
Liu, Chu-Yun [1 ]
Ye, Kai [2 ]
He, He-Fan [1 ]
机构
[1] Fujian Med Univ, Dept Anaesthesiol, Affiliated Hosp 2, 34 North Zhongshan Rd, Quanzhou 362000, Fujian, Peoples R China
[2] Fujian Med Univ, Affiliated Hosp 2, Dept Gen Surg, 34 North Zhongshan Rd, Quanzhou 362000, Fujian, Peoples R China
关键词
PROGNOSTIC NOMOGRAMS; SUPPORTIVE CARE; LYMPH-NODES; CANCER; SURVEILLANCE; CARCINOMA; METHOTREXATE; VALIDATION; THERAPY; DIFFUSE;
D O I
10.1038/s41598-023-44671-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Intestinal-type gastric adenocarcinoma (IGA) is a common phenotype of gastric cancer. Currently, few studies have constructed nomograms that may predict overall (OS) and cancer-specific survival (CSS) probability after surgery. This study is to establish novel nomograms for predicting the survival of IGA patients who received surgery. A total of 1814 IGA patients who received surgery between 2000 and 2018 were selected from Surveillance, Epidemiology, and End Results database and randomly assigned to the training and validating sets at a ratio of 7:3. Then univariate and multivariate cox regression analyses were performed to screen significant indictors for the construction of nomograms. The calibration curve, the area under the receiver operating characteristic (receiver operating characteristic, ROC) curve (the area under curve, AUC), C-index, net reclassification index (NRI), integrated discrimination improvement (IDI) and decision curve analysis (DCA) curves were applied to assess the performance of the model. The significant outcomes of multivariate analysis revealed that ten variables (age, sex, race, surgery type, summary stage, grade, AJCC TNM stage, radiotherapy, number of regional nodes examined, number of regional nodes positive) were demonstrated to construct the nomogram for OS and ten variables (age, sex, race, surgery type, summary stage, grade, AJCC TNM stage, chemotherapy, number of regional nodes examined, number of regional nodes positive) for CSS. The calibration and AUC uncovered their favorable predictive performance. Subsequently, C-index, NRI, IDI and DCA curves further validated the predicative superiority of nomograms over 7th AJCC Stage System. The validated nomogram provides more reliable OS and CSS predictions for postoperative IGA patients with good accuracy, which can help surgeons in treatment decision-making and prognosis evaluation.
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页数:17
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