Development and validation of a nomogram for predicting survival in gastric signet ring cell carcinoma patients treated with radiotherapy

被引:0
|
作者
Wan, Guangmin [1 ,2 ]
Wang, Quan [1 ,2 ]
Li, Yuming [1 ,2 ]
Xu, Gang [1 ,2 ]
机构
[1] Zhengzhou Univ, Canc Hosp, Dept Radiat Oncol, Zhengzhou 450008, Peoples R China
[2] Henan Canc Hosp, Zhengzhou 450008, Peoples R China
来源
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
关键词
Gastric signet ring cell carcinoma; Radiotherapy; Nomogram; Overall survival; K-M; CANCER; PROGNOSIS;
D O I
10.1038/s41598-024-81620-7
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
There is no effective clinical prediction model to predict the prognosis of gastric signet ring cell carcinoma (GSRC) patients treated with radiotherapy. This study retrospectively analyzed the clinical data of 20-80-year-old patients diagnosed with GSRC between 2004 and 2019 from the Surveillance, Epidemiology, and End Results (SEER) database. Using Cox regression analyses revealed independent prognostic factors, and a nomogram was constructed. The C-index, net reclassification index (NRI) and integrated discrimination improvement (IDI) of the nomogram were greater than those of the TNM staging system for predicting OS, indicating that the nomogram predicted prognosis with greater accuracy. The area under the curve (AUC) values were 0.725, 0.753 and 0.745 for the training group; 0.725, 0.763 and 0.752 for the internal validation group; and 0.795, 0.764 and 0.765 for the external validation group, respectively. Calibration plots demonstrated high agreement between the nomogram's prediction and the actual observations. The risk stratification system was able to accurately stratify patients who underwent radiotherapy for GSRC into high- and low-risk subgroups, with significant differences in prognosis. The Kaplan-Meier survival analysis according to different treatments indicated that surgery combined with chemoradiotherapy is a more effective treatment strategy for improving OS in for GSRC patients. The nomogram is sufficiently accurate to predict the prognostic factors of GSRC receiving radiotherapy, allowing for clinicians to predict the 1-, 3-, and 5-year OS.
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收藏
页数:13
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