老年胰腺神经内分泌癌预后提名图的开发与验证:来自 SEER 数据库的前瞻性队列研究。

IF 2 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Journal of gastrointestinal oncology Pub Date : 2024-10-31 Epub Date: 2024-10-29 DOI:10.21037/jgo-24-344
Haoxi Liu, Qian Zhang, Yitian Chen, Jie Xing, Xue Li, Haiyi Hu, Shutian Zhang, Rui Cheng
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引用次数: 0

摘要

背景:老年胰腺神经内分泌癌(PanNEC)的发病率正在上升。本研究调查了影响癌症特异性生存率(CSS)的独立风险因素,并构建了预测老年胰腺神经内分泌癌患者CSS的提名图:方法:回顾性选取 2010 年至 2021 年期间来自监测、流行病学和最终结果数据库的 50 岁以上 PanNEC 患者,并将其随机分为训练集和验证集。通过单变量和多变量分析筛选出影响 CSS 的独立因素。利用重要变量建立了提名图。通过接受者操作特征曲线下面积(AUC)、校准曲线和决策曲线分析评估了提名图的区分度和校准度:共选取了 407 名患者,按 6:4 的比例随机分配到训练集或验证集。在被选中的人群中,227 人(55.8%)为男性,313 人(76.9%)为白人,平均年龄为 69.4 岁。其中,318人(78.1%)死于肿瘤,CSS时间为6个月。多变量考克斯分析表明,年龄[危险比(HR):1.56,95% 置信区间(CI):1.10-2.22,P=0.01]、手术(HR:2.32,95% CI:1.27-4.23,P=0.006)、化疗(HR:2.39,95% CI:1.68-3.38,PConclusions.P]、年龄(HR)、手术(HR)、化疗(HR)、年龄(HR)、CI(CI)、年龄(HR)和CSS(CSS)是导致癌症死亡的主要因素:老年 PanNEC 患者 CSS 的提名图显示了良好的预测能力,使临床医生能够了解患者的预后并做出适当的决定。
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Development and validation of a prognostic nomogram for elderly-onset pancreatic neuroendocrine carcinoma: a prospective cohort study from the SEER database.

Background: The incidence of elderly-onset pancreatic neuroendocrine carcinoma (PanNEC) is increasing. This study investigated independent risk factors affecting cancer-specific survival (CSS) and constructed a nomogram to predict CSS in patients with elderly-onset PanNEC.

Methods: PanNEC patients older than 50 years from the Surveillance, Epidemiology, and End Results database were retrospectively selected from 2010 to 2021 and were randomly divided into a training set and a validation set. Independent factors affecting CSS were selected by univariate and multivariate analyses. The nomogram was built using significant variables. The discrimination and calibration of the nomogram were evaluated by the area under the receiver operating characteristic curve (AUC), calibration curves, and decision curve analysis.

Results: A total of 407 patients were selected and randomly assigned to a training set or a validation set at a 6:4 ratio. In the selected population, 227 individuals (55.8%) were male, 313 (76.9%) were white, with a mean age of 69.4 years. Among them, 318 individuals (78.1%) died due to the tumor, with a CSS time of 6 months. Multivariate Cox analysis showed that age [hazard ratio (HR): 1.56, 95% confidence interval (CI): 1.10-2.22, P=0.01], surgery (HR: 2.32, 95% CI: 1.27-4.23, P=0.006), chemotherapy (HR: 2.39, 95% CI: 1.68-3.38, P<0.001), tumor, nodes, and metastasis (TNM) stage (HR: 3.96, 95% CI: 1.19-13.19, P=0.03), and liver metastasis (HR: 1.75, 95% CI: 1.16-2.65, P=0.008) were independent risk factors that shortened CSS. The AUCs of the nomogram for the 6-month, 1-year, and 2-year CSS were 0.826, 0.791, and 0.8 in the training set and 0.848, 0.775, and 0.781 in the validation set, respectively. Calibration curves showed that the nomogram could accurately predict the 6-month, 1-year, and 2-year CSS in both datasets. Furthermore, decision curve analysis indicated that the nomogram had clinical benefits.

Conclusions: The nomogram for CSS in patients with elderly-onset PanNEC showed good predictive power, enabling clinicians to understand patient's prognosis and make appropriate decisions.

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来源期刊
CiteScore
3.20
自引率
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期刊介绍: ournal of Gastrointestinal Oncology (Print ISSN 2078-6891; Online ISSN 2219-679X; J Gastrointest Oncol; JGO), the official journal of Society for Gastrointestinal Oncology (SGO), is an open-access, international peer-reviewed journal. It is published quarterly (Sep. 2010- Dec. 2013), bimonthly (Feb. 2014 -) and openly distributed worldwide. JGO publishes manuscripts that focus on updated and practical information about diagnosis, prevention and clinical investigations of gastrointestinal cancer treatment. Specific areas of interest include, but not limited to, multimodality therapy, markers, imaging and tumor biology.
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