预测经胸食管切除术后老年食管癌患者术后肺炎的在线Nomogram计算器的开发与验证。

IF 2.1 4区 医学 Q2 ANESTHESIOLOGY
Jingjing Liu, Yanfeng Wang, Yanping Wang, Weidong Mi, Qiang Fu
{"title":"预测经胸食管切除术后老年食管癌患者术后肺炎的在线Nomogram计算器的开发与验证。","authors":"Jingjing Liu, Yanfeng Wang, Yanping Wang, Weidong Mi, Qiang Fu","doi":"10.1053/j.jvca.2025.07.033","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>Postoperative pneumonia after esophagectomy is common, which may seriously burden elderly patients and aggravate their postoperative conditions. We sought to create an online nomogram calculator to predict postoperative pneumonia in elderly patients with esophageal cancer after transthoracic esophagectomy.</p><p><strong>Design: </strong>Multivariable prediction models.</p><p><strong>Setting: </strong>The Chinese People's Liberation Army (PLA) General Hospital.</p><p><strong>Participants: </strong>Elderly patients (N = 607) underwent transthoracic esophagectomy between January 2012 and December 2019.</p><p><strong>Interventions: </strong>Confirm the occurrence of postoperative pneumonia.</p><p><strong>Measurements and main results: </strong>Univariable and multivariable logistic regression analyses were used to identify independent risk factors for postoperative pneumonia. A nomogram calculator was constructed according to the independent risk factors in the training cohort and then tested in the validation cohort. Multivariable logistic analysis showed that preoperative leukocyte count (p = 0.018), partial pressure of carbon dioxide (pCO<sub>2</sub>) (p = 0.024), tumor location (p = 0.038), and operative duration (p < 0.001) were independent risk factors for postoperative pneumonia. We then developed a nomogram calculator using these four factors. The C-statistics of this nomogram in the training, validation, and entire cohorts were 0.680, 0.655, and 0.669, respectively. Risk analysis and decision curve analysis revealed that the nomogram provided good diagnostic power and net benefit.</p><p><strong>Conclusion: </strong>We developed an online nomogram calculator that can predict the risk of postoperative pneumonia in elderly patients with esophageal cancer after transthoracic esophagectomy simply and conveniently.</p>","PeriodicalId":15176,"journal":{"name":"Journal of cardiothoracic and vascular anesthesia","volume":" ","pages":""},"PeriodicalIF":2.1000,"publicationDate":"2025-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Development and Validation of an Online Nomogram Calculator to Predict Postoperative Pneumonia in Elderly Patients with Esophageal Cancer after Transthoracic Esophagectomy.\",\"authors\":\"Jingjing Liu, Yanfeng Wang, Yanping Wang, Weidong Mi, Qiang Fu\",\"doi\":\"10.1053/j.jvca.2025.07.033\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objectives: </strong>Postoperative pneumonia after esophagectomy is common, which may seriously burden elderly patients and aggravate their postoperative conditions. We sought to create an online nomogram calculator to predict postoperative pneumonia in elderly patients with esophageal cancer after transthoracic esophagectomy.</p><p><strong>Design: </strong>Multivariable prediction models.</p><p><strong>Setting: </strong>The Chinese People's Liberation Army (PLA) General Hospital.</p><p><strong>Participants: </strong>Elderly patients (N = 607) underwent transthoracic esophagectomy between January 2012 and December 2019.</p><p><strong>Interventions: </strong>Confirm the occurrence of postoperative pneumonia.</p><p><strong>Measurements and main results: </strong>Univariable and multivariable logistic regression analyses were used to identify independent risk factors for postoperative pneumonia. A nomogram calculator was constructed according to the independent risk factors in the training cohort and then tested in the validation cohort. Multivariable logistic analysis showed that preoperative leukocyte count (p = 0.018), partial pressure of carbon dioxide (pCO<sub>2</sub>) (p = 0.024), tumor location (p = 0.038), and operative duration (p < 0.001) were independent risk factors for postoperative pneumonia. We then developed a nomogram calculator using these four factors. The C-statistics of this nomogram in the training, validation, and entire cohorts were 0.680, 0.655, and 0.669, respectively. Risk analysis and decision curve analysis revealed that the nomogram provided good diagnostic power and net benefit.</p><p><strong>Conclusion: </strong>We developed an online nomogram calculator that can predict the risk of postoperative pneumonia in elderly patients with esophageal cancer after transthoracic esophagectomy simply and conveniently.</p>\",\"PeriodicalId\":15176,\"journal\":{\"name\":\"Journal of cardiothoracic and vascular anesthesia\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2025-08-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of cardiothoracic and vascular anesthesia\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1053/j.jvca.2025.07.033\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ANESTHESIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of cardiothoracic and vascular anesthesia","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1053/j.jvca.2025.07.033","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ANESTHESIOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

目的:食管切除术后肺炎是一种常见的疾病,给老年患者带来了严重的负担,加重了患者的术后病情。我们试图创建一个在线nomogram计算器来预测老年食管癌患者经胸食管切除术后的术后肺炎。设计:多变量预测模型。单位:中国人民解放军总医院。参与者:2012年1月至2019年12月期间接受经胸食管切除术的老年患者(N = 607)。干预措施:确认术后肺炎的发生。测量方法和主要结果:采用单变量和多变量logistic回归分析确定术后肺炎的独立危险因素。根据训练队列的独立危险因素构建nomogram calculator,并在验证队列中进行检验。多变量logistic分析显示,术前白细胞计数(p = 0.018)、二氧化碳分压(pCO2) (p = 0.024)、肿瘤位置(p = 0.038)、手术时间(p < 0.001)是术后肺炎的独立危险因素。然后,我们利用这四个因素开发了一个nomogram calculator。该模态图在训练、验证和整个队列中的c统计量分别为0.680、0.655和0.669。风险分析和决策曲线分析显示nomogram诊断能力和净效益较好。结论:我们开发了一种在线线图计算器,可以简单、方便地预测老年食管癌经胸食管切除术后肺炎的发生风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development and Validation of an Online Nomogram Calculator to Predict Postoperative Pneumonia in Elderly Patients with Esophageal Cancer after Transthoracic Esophagectomy.

Objectives: Postoperative pneumonia after esophagectomy is common, which may seriously burden elderly patients and aggravate their postoperative conditions. We sought to create an online nomogram calculator to predict postoperative pneumonia in elderly patients with esophageal cancer after transthoracic esophagectomy.

Design: Multivariable prediction models.

Setting: The Chinese People's Liberation Army (PLA) General Hospital.

Participants: Elderly patients (N = 607) underwent transthoracic esophagectomy between January 2012 and December 2019.

Interventions: Confirm the occurrence of postoperative pneumonia.

Measurements and main results: Univariable and multivariable logistic regression analyses were used to identify independent risk factors for postoperative pneumonia. A nomogram calculator was constructed according to the independent risk factors in the training cohort and then tested in the validation cohort. Multivariable logistic analysis showed that preoperative leukocyte count (p = 0.018), partial pressure of carbon dioxide (pCO2) (p = 0.024), tumor location (p = 0.038), and operative duration (p < 0.001) were independent risk factors for postoperative pneumonia. We then developed a nomogram calculator using these four factors. The C-statistics of this nomogram in the training, validation, and entire cohorts were 0.680, 0.655, and 0.669, respectively. Risk analysis and decision curve analysis revealed that the nomogram provided good diagnostic power and net benefit.

Conclusion: We developed an online nomogram calculator that can predict the risk of postoperative pneumonia in elderly patients with esophageal cancer after transthoracic esophagectomy simply and conveniently.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
4.80
自引率
17.90%
发文量
606
审稿时长
37 days
期刊介绍: The Journal of Cardiothoracic and Vascular Anesthesia is primarily aimed at anesthesiologists who deal with patients undergoing cardiac, thoracic or vascular surgical procedures. JCVA features a multidisciplinary approach, with contributions from cardiac, vascular and thoracic surgeons, cardiologists, and other related specialists. Emphasis is placed on rapid publication of clinically relevant material.
×
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:604180095
Book学术官方微信