胃标志环细胞癌患者生存预后模型

IF 2 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Digestive Diseases Pub Date : 2024-01-01 Epub Date: 2024-02-09 DOI:10.1159/000536454
Xiao-Xiao Shao, Xi-Chen Li, Zi-Jian Lin, Ye-Jiao Ruan, Guang-Rong Lu, Wei-Zhong Wang, He Huang
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引用次数: 0

摘要

研究背景我们的研究旨在开发一种预测胃标志环细胞癌(GSRCC)患者总生存期(OS)和癌症特异性生存期(CSS)的提名图:从监测、流行病学和最终结果(SEER)数据库中筛选出1975年至2017年间的3408名GSRCC患者,并随机分为训练队列和验证队列。进行了单变量和多变量考克斯分析,以确定构建提名图所需的独立预后因素。然后通过一致性指数(C-index)、校准图和接收者操作特征曲线(ROC)下面积(AUC)来评估模型的性能。然后,以本院的 64 名 GSRCC 患者为外部队列,对新提名图进行了进一步评估:结果:我们发现年龄、肿瘤淋巴结转移(TNM)分期系统、手术和化疗是影响预后的重要独立因素。在此基础上,我们构建了一个提名图,训练队列和验证队列的OS C指数分别为0.763(95% CI:0.751-0.774)和0.766(95% CI:0.748-0.784),CSS C指数分别为0.765(95% CI:0.753-0.777)和0.773(95% CI:0.755-0.791)。提名图预测 2 年和 5 年 OS 的 AUC 分别为 0.848 和 0.885,预测 CSS 的 AUC 分别为 0.854 和 0.899,这表明与传统的 AJCC 分期系统相比,构建的提名图具有极佳的预测价值。内部和外部验证集也观察到了类似的结果:该提名图为预测GSRCC患者的OS和CSS提供了一个准确的工具,可帮助临床医生预测患者的生存期。
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A Prognostic Model for Survival in Patients with Gastric Signet Ring Cell Carcinoma.

Introduction: The objective of our study was to develop a nomogram to predict overall survival (OS) and cancer-specific survival (CSS) in patients with gastric signet ring cell carcinoma (GSRCC).

Methods: A total of 3,408 GSRCC patients between 1975 and 2017 were screened from the Surveillance, Epidemiology, and End Results (SEER) database and randomly divided into training and validation cohorts. Univariate and multivariate Cox analyses were conducted to identify independent prognostic factors for the construction of a nomogram. The performance of the model was then assessed by the concordance index (C-index), calibration plot, and area under the receiver operating characteristic curve (AUC). Then, the novel nomogram was further assessed by 64 GSRCC patients from our hospital as the external cohort.

Results: We identified age, tumor lymph node metastasis (TNM) staging system, surgery, and chemotherapy as significant independent elements of prognosis. On this basis, a nomogram was constructed, with a C-index of OS in the training and validation cohorts of 0.763 (95% CI: 0.751-0.774) and 0.766 (95% CI: 0.748-0.784) and a C-index of CSS of 0.765 (95% CI: 0.753-0.777) and 0.773 (95% CI: 0.755-0.791), respectively. The AUCs of the nomogram for predicting 2- and 5-year OS were 0.848 and 0.885, respectively, and those for predicting CSS were 0.854 and 0.899, respectively, demonstrating the excellent predictive value of the constructed nomogram compared to the traditional AJCC staging system. Similar results were also observed in both the internal and external validation sets.

Conclusion: The nomogram provided an accurate tool to predict OS and CSS in patients with GSRCC, which can assist clinicians in making predictions about individual patient survival.

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来源期刊
Digestive Diseases
Digestive Diseases 医学-胃肠肝病学
CiteScore
4.80
自引率
0.00%
发文量
58
审稿时长
2 months
期刊介绍: Each issue of this journal is dedicated to a special topic of current interest, covering both clinical and basic science topics in gastrointestinal function and disorders. The contents of each issue are comprehensive and reflect the state of the art, featuring editorials, reviews, mini reviews and original papers. These individual contributions encompass a variety of disciplines including all fields of gastroenterology. ''Digestive Diseases'' bridges the communication gap between advances made in the academic setting and their application in patient care. The journal is a valuable service for clinicians, specialists and physicians-in-training.
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