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预测接受放疗的胃印戒细胞癌患者生存情况的列线图的开发与验证

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

作者信息

Wan Guangmin, Wang Quan, Li Yuming, Xu Gang

机构信息

Department of Radiation Oncology, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China.

出版信息

Sci Rep. 2024 Dec 2;14(1):29963. doi: 10.1038/s41598-024-81620-7.

DOI:10.1038/s41598-024-81620-7
PMID:39623000
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11612298/
Abstract

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.

摘要

目前尚无有效的临床预测模型来预测接受放疗的胃印戒细胞癌(GSRC)患者的预后。本研究回顾性分析了2004年至2019年期间从监测、流行病学和最终结果(SEER)数据库中确诊为GSRC的20至80岁患者的临床数据。通过Cox回归分析揭示独立预后因素,并构建了列线图。该列线图预测总生存期(OS)的C指数、净重新分类指数(NRI)和综合判别改善(IDI)均高于TNM分期系统,表明列线图预测预后的准确性更高。训练组的曲线下面积(AUC)值分别为0.725、0.753和0.745;内部验证组为0.725、0.763和0.752;外部验证组为0.795、0.764和0.765。校准图显示列线图预测与实际观察结果高度一致。风险分层系统能够准确地将接受GSRC放疗的患者分为高风险和低风险亚组,预后存在显著差异。根据不同治疗方法进行的Kaplan-Meier生存分析表明,手术联合放化疗是改善GSRC患者OS的更有效治疗策略。该列线图足以准确预测接受放疗的GSRC的预后因素,使临床医生能够预测1年、3年和5年的OS。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75a6/11612298/0efa6ebbd007/41598_2024_81620_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75a6/11612298/40b20ca414f4/41598_2024_81620_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75a6/11612298/4afb4b88a617/41598_2024_81620_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75a6/11612298/560b32550ddf/41598_2024_81620_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75a6/11612298/286bb609f00c/41598_2024_81620_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75a6/11612298/7c38af30b006/41598_2024_81620_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75a6/11612298/0efa6ebbd007/41598_2024_81620_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75a6/11612298/40b20ca414f4/41598_2024_81620_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75a6/11612298/4afb4b88a617/41598_2024_81620_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75a6/11612298/560b32550ddf/41598_2024_81620_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75a6/11612298/286bb609f00c/41598_2024_81620_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75a6/11612298/7c38af30b006/41598_2024_81620_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75a6/11612298/0efa6ebbd007/41598_2024_81620_Fig6_HTML.jpg

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