Development of a nomogram for overall survival in patients with esophageal carcinoma: A prospective cohort study in China.

IF 2.5 4区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY
Shi-Shi Yu, Xi Zheng, Xiao-Sheng Li, Qian-Jie Xu, Wei Zhang, Zhong-Li Liao, Hai-Ke Lei
{"title":"Development of a nomogram for overall survival in patients with esophageal carcinoma: A prospective cohort study in China.","authors":"Shi-Shi Yu, Xi Zheng, Xiao-Sheng Li, Qian-Jie Xu, Wei Zhang, Zhong-Li Liao, Hai-Ke Lei","doi":"10.4251/wjgo.v17.i1.96686","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Esophageal carcinoma (EC) presents a significant public health issue in China, with its prognosis impacted by myriad factors. The creation of a reliable prognostic model for the overall survival (OS) of EC patients promises to greatly advance the customization of treatment approaches.</p><p><strong>Aim: </strong>To create a more systematic and practical model that incorporates clinically significant indicators to support decision-making in clinical settings.</p><p><strong>Methods: </strong>This study utilized data from a prospective longitudinal cohort of 3127 EC patients treated at Chongqing University Cancer Hospital between January 1, 2018, and December 12, 2020. Utilizing the least absolute shrinkage and selection operator regression alongside multivariate Cox regression analyses helped pinpoint pertinent variables for constructing the model. Its efficacy was assessed by concordance index (C-index), area under the receiver operating characteristic curve (AUC), calibration curves, and decision curve analysis (DCA).</p><p><strong>Results: </strong>Nine variables were determined to be significant predictors of OS in EC patients: Body mass index (BMI), Karnofsky performance status, TNM stage, surgery, radiotherapy, chemotherapy, immunotherapy, platelet-to-lymphocyte ratio, and albumin-to-globulin ratio (ALB/GLB). The model demonstrated a C-index of 0.715 (95%CI: 0.701-0.729) in the training cohort and 0.711 (95%CI: 0.689-0.732) in the validation cohort. In the training cohort, AUCs for 1-year, 3-year, and 5-year OS predictions were 0.773, 0.787, and 0.750, respectively; in the validation cohort, they were 0.772, 0.768, and 0.723, respectively, illustrating the model's precision. Calibration curves and DCA verified the model's predictive accuracy and net benefit.</p><p><strong>Conclusion: </strong>A novel prognostic model for determining the OS of EC patients was successfully developed and validated to help clinicians in devising individualized treatment schemes for EC patients.</p>","PeriodicalId":23762,"journal":{"name":"World Journal of Gastrointestinal Oncology","volume":"17 1","pages":"96686"},"PeriodicalIF":2.5000,"publicationDate":"2025-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11664612/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"World Journal of Gastrointestinal Oncology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.4251/wjgo.v17.i1.96686","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Esophageal carcinoma (EC) presents a significant public health issue in China, with its prognosis impacted by myriad factors. The creation of a reliable prognostic model for the overall survival (OS) of EC patients promises to greatly advance the customization of treatment approaches.

Aim: To create a more systematic and practical model that incorporates clinically significant indicators to support decision-making in clinical settings.

Methods: This study utilized data from a prospective longitudinal cohort of 3127 EC patients treated at Chongqing University Cancer Hospital between January 1, 2018, and December 12, 2020. Utilizing the least absolute shrinkage and selection operator regression alongside multivariate Cox regression analyses helped pinpoint pertinent variables for constructing the model. Its efficacy was assessed by concordance index (C-index), area under the receiver operating characteristic curve (AUC), calibration curves, and decision curve analysis (DCA).

Results: Nine variables were determined to be significant predictors of OS in EC patients: Body mass index (BMI), Karnofsky performance status, TNM stage, surgery, radiotherapy, chemotherapy, immunotherapy, platelet-to-lymphocyte ratio, and albumin-to-globulin ratio (ALB/GLB). The model demonstrated a C-index of 0.715 (95%CI: 0.701-0.729) in the training cohort and 0.711 (95%CI: 0.689-0.732) in the validation cohort. In the training cohort, AUCs for 1-year, 3-year, and 5-year OS predictions were 0.773, 0.787, and 0.750, respectively; in the validation cohort, they were 0.772, 0.768, and 0.723, respectively, illustrating the model's precision. Calibration curves and DCA verified the model's predictive accuracy and net benefit.

Conclusion: A novel prognostic model for determining the OS of EC patients was successfully developed and validated to help clinicians in devising individualized treatment schemes for EC patients.

食管癌患者总生存率nomogram:一项中国前瞻性队列研究。
背景:食管癌(EC)在中国是一个重要的公共卫生问题,其预后受多种因素的影响。为EC患者的总生存期(OS)建立可靠的预后模型有望大大推进治疗方法的定制化。目的:建立一个更系统和实用的模型,纳入临床重要指标,以支持临床环境中的决策。方法:本研究利用了2018年1月1日至2020年12月12日期间在重庆大学肿瘤医院接受治疗的3127例EC患者的前瞻性纵向队列数据。利用最小的绝对收缩和选择算子回归以及多变量Cox回归分析有助于确定构建模型的相关变量。采用一致性指数(C-index)、受试者工作特征曲线下面积(AUC)、校准曲线和决策曲线分析(DCA)评价其疗效。结果:9个变量被确定为EC患者OS的显著预测因子:体重指数(BMI)、Karnofsky性能状态、TNM分期、手术、放疗、化疗、免疫治疗、血小板与淋巴细胞比率、白蛋白与球蛋白比率(ALB/GLB)。该模型在训练队列中的c指数为0.715 (95%CI: 0.701-0.729),在验证队列中的c指数为0.711 (95%CI: 0.689-0.732)。在培训队列中,1年、3年和5年OS预测的auc分别为0.773、0.787和0.750;在验证队列中,它们分别为0.772、0.768和0.723,说明了模型的精度。标定曲线和DCA验证了模型的预测精度和净效益。结论:一种用于确定EC患者OS的新型预后模型已被成功开发并验证,以帮助临床医生为EC患者制定个性化的治疗方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
World Journal of Gastrointestinal Oncology
World Journal of Gastrointestinal Oncology Medicine-Gastroenterology
CiteScore
4.20
自引率
3.30%
发文量
1082
期刊介绍: The World Journal of Gastrointestinal Oncology (WJGO) is a leading academic journal devoted to reporting the latest, cutting-edge research progress and findings of basic research and clinical practice in the field of gastrointestinal oncology.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信