Xin Hui, Guangbo Zhou, Ya Zheng, Yuping Wang, Qinghong Guo
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A restricted cubic spline (RCS) was used to determine the cut-off value for TS, and univariate and multivariate Cox regression analyses were performed in the training cohort to identified significant predictors. A prognostic nomogram was constructed to predict OS at 3 and 5 years. Concordance index (C index), receiver operating characteristics curve (ROC curve), area under curve (AUC), and calibration curve were used to test the predictive accuracy of the model. A non-linear relationship was observed between TS and the risk of OS in GSRC, with TS thresholds at 4.4 cm and 9.6 cm. Survival was significantly lower in GSRC patients with TS > 4.4 cm. Age, marriage, chemotherapy, surgery, TS, SEER stage, regional lymph node status, and total number were independent predictors of OS. The C index in the training cohort was 0.748, and the AUC values for both 3- and 5-year OS were higher than 0.80. Similar results were observed in the validation cohort. In addition, the calibration curves showed good agreement between the predicted 3 year and 5 year OS and the actual OS. TS is a key prognostic factor for patients with GSRC, and patients with a TS of 4.4-9.6 cm and > 9.6 cm may have a poorer prognosis than those with a TS of < 4.4 cm. 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引用次数: 0
摘要
胃标志环细胞癌(GSRC)是一种罕见的恶性肿瘤,没有公认的预后评估和治疗系统。本研究旨在确定肿瘤大小(TS)的最佳临界值,并结合其他独立预后因素(PFs)构建预后提名图,以预测GSRC患者的3年和5年总生存率(OS)。本研究从监测、流行病学和最终结果(SEER)数据库中收集了 4744 名确诊为 GSRC 的患者。这些患者被随机分为训练队列(2320 人)和验证队列(1142 人)。使用受限立方样条曲线(RCS)确定TS的临界值,并在训练队列中进行单变量和多变量Cox回归分析,以确定重要的预测因素。构建了预测 3 年和 5 年 OS 的预后提名图。采用一致性指数(C指数)、接收者操作特征曲线(ROC曲线)、曲线下面积(AUC)和校准曲线来检验模型的预测准确性。在 GSRC 中,TS 与 OS 风险之间存在非线性关系,TS 临界值分别为 4.4 厘米和 9.6 厘米。TS>4.4厘米的GSRC患者生存率明显较低。年龄、婚姻、化疗、手术、TS、SEER分期、区域淋巴结状态和总数是预测OS的独立因素。训练队列中的C指数为0.748,3年和5年OS的AUC值均高于0.80。在验证队列中也观察到了类似的结果。此外,校准曲线显示,预测的 3 年和 5 年 OS 与实际 OS 之间的一致性良好。TS是GSRC患者的一个关键预后因素,TS为4.4-9.6厘米和>9.6厘米的患者可能比TS为4.4-9.6厘米和>9.6厘米的患者预后更差。
Development and validation of a tumor size-stratified prognostic nomogram for patients with gastric signet ring cell carcinoma.
Gastric signet ring cell carcinoma (GSRC) is a rare malignancy without a commonly acknowledged prognostic assessment and treatment system. This study aimed to determine the optimal cut-off value of tumor size (TS), and construct a prognostic nomogram in combination with other independent prognostic factors (PFs) to predict 3 year and 5 year overall survival (OS) in GSRC patients. From the Surveillance, Epidemiology, and End Results (SEER) database, this study collected 4744 patients diagnosed with GSRC. These patients were randomized into a training cohort (n = 2320,) and a validation cohort (n = 1142). A restricted cubic spline (RCS) was used to determine the cut-off value for TS, and univariate and multivariate Cox regression analyses were performed in the training cohort to identified significant predictors. A prognostic nomogram was constructed to predict OS at 3 and 5 years. Concordance index (C index), receiver operating characteristics curve (ROC curve), area under curve (AUC), and calibration curve were used to test the predictive accuracy of the model. A non-linear relationship was observed between TS and the risk of OS in GSRC, with TS thresholds at 4.4 cm and 9.6 cm. Survival was significantly lower in GSRC patients with TS > 4.4 cm. Age, marriage, chemotherapy, surgery, TS, SEER stage, regional lymph node status, and total number were independent predictors of OS. The C index in the training cohort was 0.748, and the AUC values for both 3- and 5-year OS were higher than 0.80. Similar results were observed in the validation cohort. In addition, the calibration curves showed good agreement between the predicted 3 year and 5 year OS and the actual OS. TS is a key prognostic factor for patients with GSRC, and patients with a TS of 4.4-9.6 cm and > 9.6 cm may have a poorer prognosis than those with a TS of < 4.4 cm. The TS-stratified nomogram we constructed and validated has favorable accuracy and calibration precision, and may be helpful in predicting the survival rate of patients.
期刊介绍:
Updates in Surgery (UPIS) has been founded in 2010 as the official journal of the Italian Society of Surgery. It’s an international, English-language, peer-reviewed journal dedicated to the surgical sciences. Its main goal is to offer a valuable update on the most recent developments of those surgical techniques that are rapidly evolving, forcing the community of surgeons to a rigorous debate and a continuous refinement of standards of care. In this respect position papers on the mostly debated surgical approaches and accreditation criteria have been published and are welcome for the future.
Beside its focus on general surgery, the journal draws particular attention to cutting edge topics and emerging surgical fields that are publishing in monothematic issues guest edited by well-known experts.
Updates in Surgery has been considering various types of papers: editorials, comprehensive reviews, original studies and technical notes related to specific surgical procedures and techniques on liver, colorectal, gastric, pancreatic, robotic and bariatric surgery.