• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于小儿中指预测带套囊气管导管尺寸的模型开发:一种简洁可行的方法。

The development of prediction model for cuffed tracheal tube size from the middle finger in pediatrics: a concise and feasible approach.

作者信息

Pei Bei, Jin Chenyu, Cao Shuang, Eckle Tobias, Park Hue Jung, Ji Ningning, Jiang Hong, Xia Ming

机构信息

Department of Anesthesiology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

Department of Anesthesiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

出版信息

Transl Pediatr. 2023 Dec 26;12(12):2222-2231. doi: 10.21037/tp-23-502. Epub 2023 Dec 13.

DOI:10.21037/tp-23-502
PMID:38197113
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10772827/
Abstract

BACKGROUND

Selecting the optimal tracheal tube size is critically important for pediatric patients. Age-based formulas are often used, but still have limitations. The aim of this prospective study was to investigate whether middle finger measurements correlate with cuffed tracheal tube size and to further develop a prediction model based on these measurements.

METHODS

Patients under 12 years of age scheduled for elective surgery involving tracheal intubation were enrolled in the study. The length was determined from the tip of the distal metacarpal to the palm's root on the palm side, while the circumference was measured at the base of the palm using a soft tape measure. The appropriate cuffed tracheal tube size was determined based on specific criteria. If the tube encountered resistance during insertion or required an airway pressure >25 cmHO to detect an audible leak, it was replaced with a tube 0.5 mm smaller. Conversely, if an audible leak occurred at an airway pressure <10 cmHO, or peak pressure >25 cmHO, or the cuff pressure >25 cmHO to achieve a seal, the tube was exchanged for one with a 0.5 mm larger. Linear regression analysis was used to examine the association between middle finger circumference and length with the cuffed tracheal tube size. Subsequently, regression equations were constructed based on the results of the linear regression analysis and their predictive performance was compared to the conventional age-based formulas, including the Khine formula and Motoyama formula. The predictive performance was evaluated by mean absolute error (MAE), root mean square error (RMSE), and prediction accuracy.

RESULTS

A total of 261 patients were analyzed in our study. The mean age of the patients was 46.19±35.83 months. The linear relationship was observed between the cuffed tracheal tube size and the middle finger circumference and middle finger length with R values of 0.77 and 0.73, respectively. In comparison to conventional age-based formulas, both middle finger circumference and middle finger length demonstrated superior predictive performance, characterized by lower MAE and RMSE, as well as higher prediction accuracy. Notably, the regression equation based on the middle finger circumference obtained the higher predictive accuracy of 0.590, with an MAE of 0.259 and an RMSE of 0.333 as opposed to the predictive accuracy of 0.391, MAE of 0.349, and RMSE of 0.473 derived from conventional age-based formulas. Based on the regression coefficients of linear regression, simplified formulas were proposed, with the middle finger circumference-based formula emerging as the most accurate and simple option.

CONCLUSIONS

The appropriate cuffed tracheal tube size could be predicted by the middle finger circumference. Our proposed formula 'cuffed tracheal tube internal diameter (mm) = middle finger circumference (cm) - 0.2' has the potential to improve the selection of the cuffed tracheal tube size in pediatric patients.

摘要

背景

选择最佳气管导管尺寸对儿科患者至关重要。基于年龄的公式经常被使用,但仍有局限性。这项前瞻性研究的目的是调查中指测量值是否与带套囊气管导管尺寸相关,并基于这些测量值进一步开发预测模型。

方法

纳入计划进行涉及气管插管的择期手术的12岁以下患者。长度是从远端掌骨尖端到手掌侧手掌根部测定,而周长是使用软卷尺在手掌基部测量。根据特定标准确定合适的带套囊气管导管尺寸。如果导管插入过程中遇到阻力或需要气道压力>25 cmH₂O才能检测到可闻及的漏气,则更换为小0.5 mm的导管。相反,如果在气道压力<10 cmH₂O时出现可闻及的漏气,或峰值压力>25 cmH₂O,或套囊压力>25 cmH₂O才能实现密封,则将导管更换为大0.5 mm的导管。使用线性回归分析来检查中指周长和长度与带套囊气管导管尺寸之间的关联。随后,根据线性回归分析结果构建回归方程,并将其预测性能与传统的基于年龄的公式(包括Khine公式和Motoyama公式)进行比较。通过平均绝对误差(MAE)、均方根误差(RMSE)和预测准确性来评估预测性能。

结果

本研究共分析了261例患者。患者的平均年龄为46.19±35.83个月。观察到带套囊气管导管尺寸与中指周长和中指长度之间存在线性关系,R值分别为0.77和0.73。与传统的基于年龄的公式相比,中指周长和中指长度均表现出更好的预测性能,其特点是MAE和RMSE较低,以及预测准确性较高。值得注意的是,基于中指周长的回归方程获得了更高的预测准确性0.590,MAE为0.259,RMSE为0.333,而传统基于年龄的公式的预测准确性为0.391,MAE为0.349,RMSE为0.473。基于线性回归的回归系数,提出了简化公式,其中基于中指周长的公式是最准确和简单的选择。

结论

可以通过中指周长预测合适的带套囊气管导管尺寸。我们提出的公式“带套囊气管导管内径(mm)=中指周长(cm)-0.2”有可能改善儿科患者带套囊气管导管尺寸的选择。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b86/10772827/851fd4653905/tp-12-12-2222-f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b86/10772827/88d0e9fe4220/tp-12-12-2222-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b86/10772827/b958581a796f/tp-12-12-2222-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b86/10772827/1ecf14a67b1e/tp-12-12-2222-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b86/10772827/a5c6eda698d3/tp-12-12-2222-f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b86/10772827/851fd4653905/tp-12-12-2222-f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b86/10772827/88d0e9fe4220/tp-12-12-2222-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b86/10772827/b958581a796f/tp-12-12-2222-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b86/10772827/1ecf14a67b1e/tp-12-12-2222-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b86/10772827/a5c6eda698d3/tp-12-12-2222-f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b86/10772827/851fd4653905/tp-12-12-2222-f5.jpg

相似文献

1
The development of prediction model for cuffed tracheal tube size from the middle finger in pediatrics: a concise and feasible approach.基于小儿中指预测带套囊气管导管尺寸的模型开发:一种简洁可行的方法。
Transl Pediatr. 2023 Dec 26;12(12):2222-2231. doi: 10.21037/tp-23-502. Epub 2023 Dec 13.
2
The role of ultrasound in appropriate endotracheal tube size selection in pediatric patients.超声在小儿患者合适气管内导管尺寸选择中的作用。
Paediatr Anaesth. 2017 Oct;27(10):1015-1020. doi: 10.1111/pan.13220. Epub 2017 Aug 28.
3
Cuffed pediatric endotracheal tubes-Outer cuff diameters compared to age-related airway dimensions.带套囊小儿气管导管-与年龄相关的气道尺寸比较外囊直径。
Paediatr Anaesth. 2020 Apr;30(4):424-434. doi: 10.1111/pan.13776. Epub 2020 Jan 2.
4
Cuffed endotracheal tubes in children: the effect of the size of the cuffed endotracheal tube on intracuff pressure.儿童带套囊气管内导管:带套囊气管内导管尺寸对套囊内压力的影响
Paediatr Anaesth. 2017 May;27(5):494-500. doi: 10.1111/pan.13099. Epub 2017 Feb 15.
5
Prediction of endotracheal tube size in pediatric patients: Development and validation of machine learning models.小儿患者气管插管尺寸的预测:机器学习模型的开发与验证
Front Pediatr. 2022 Oct 20;10:970646. doi: 10.3389/fped.2022.970646. eCollection 2022.
6
Using middle finger length to determine the internal diameter of uncuffed tracheal tubes in paediatrics.使用中指尖长度来确定儿科无囊气管导管的内径。
Anaesthesia. 2018 Oct;73(10):1207-1213. doi: 10.1111/anae.14373. Epub 2018 Jul 26.
7
Use of ultrasonography as a noninvasive decisive tool to determine the accurate endotracheal tube size in anesthetized children.使用超声检查作为一种非侵入性的决定性工具来确定麻醉儿童的准确气管导管尺寸。
Arch Argent Pediatr. 2018 Jun 1;116(3):172-178. doi: 10.5546/aap.2018.eng.172.
8
Simulated dimensional compatibility of uncuffed and cuffed tracheal tubes for selective endobronchial intubation in children.小儿选择性支气管插管时无囊和囊充气气管导管的模拟尺寸相容性。
Paediatr Anaesth. 2021 Feb;31(2):167-177. doi: 10.1111/pan.14058. Epub 2020 Nov 17.
9
Evaluation of cuffed tracheal tube size predicted using the Khine formula in children.使用Khine公式预测儿童带套囊气管导管尺寸的评估。
Paediatr Anaesth. 2008 Feb;18(2):113-8. doi: 10.1111/j.1460-9592.2007.02382.x.
10
Accuracy of predictive equations in guiding tracheal intubation depth in children: A prospective study.预测公式指导儿童气管插管深度的准确性:一项前瞻性研究。
Paediatr Anaesth. 2021 Dec;31(12):1304-1309. doi: 10.1111/pan.14301. Epub 2021 Sep 30.

本文引用的文献

1
The Effect of the Ultrasonography Measurement Method and the Conventional Measurement Method Used in Endotracheal Tube Size Selection in the Pediatric Patient Group on Postextubation Complications and Patient Recovery.超声测量方法与传统测量方法在儿科患者组气管插管尺寸选择中应用对拔管后并发症及患者恢复的影响
Cureus. 2023 Sep 29;15(9):e46184. doi: 10.7759/cureus.46184. eCollection 2023 Sep.
2
Predicting optimal endotracheal tube size and depth in pediatric patients using demographic data and machine learning techniques.利用人口统计学数据和机器学习技术预测儿科患者的最佳气管内导管大小和深度。
Korean J Anesthesiol. 2023 Dec;76(6):540-549. doi: 10.4097/kja.23501. Epub 2023 Sep 26.
3
Prediction of endotracheal tube size in the pediatric age group by ultrasound: A systematic review and meta-analysis.
超声预测小儿年龄组气管插管尺寸:一项系统评价和荟萃分析。
J Anaesthesiol Clin Pharmacol. 2022 Jul-Sep;38(3):371-383. doi: 10.4103/joacp.JOACP_650_20. Epub 2022 Feb 10.
4
Prediction of endotracheal tube size in pediatric patients: Development and validation of machine learning models.小儿患者气管插管尺寸的预测:机器学习模型的开发与验证
Front Pediatr. 2022 Oct 20;10:970646. doi: 10.3389/fped.2022.970646. eCollection 2022.
5
Choice of the correct size of endotracheal tube in pediatric patients.小儿患者气管内导管正确尺寸的选择。
Anesth Pain Med (Seoul). 2022 Oct;17(4):352-360. doi: 10.17085/apm.22215. Epub 2022 Oct 26.
6
Prediction of Endotracheal Tube Size in Pediatric Population Using Ultrasonographic Subglottic Diameter and Age-Related Formulas: A Comparative Study.使用超声测量声门下直径和年龄相关公式预测儿科人群气管插管尺寸:一项比较研究
Anesth Essays Res. 2022 Jan-Mar;16(1):1-6. doi: 10.4103/aer.aer_11_22. Epub 2022 Jun 14.
7
Length of the middle finger of hand as a simple and reliable predictor of optimal size of uncuffed endotracheal tube in paediatric patients: An observational study.小儿患者中,中指长度作为无套囊气管内导管最佳尺寸的简单可靠预测指标:一项观察性研究。
Indian J Anaesth. 2021 Nov;65(11):813-819. doi: 10.4103/ija.ija_711_21. Epub 2021 Nov 23.
8
Prediction of endotracheal tube size using a printed three-dimensional airway model in pediatric patients with congenital heart disease: a prospective, single-center, single-group study.应用三维打印气道模型预测先天性心脏病患儿气管导管型号:前瞻性、单中心、单组研究。
Korean J Anesthesiol. 2021 Aug;74(4):333-341. doi: 10.4097/kja.21114. Epub 2021 May 31.
9
Choosing endotracheal tube size in children: Which formula is best?儿童气管内插管尺寸的选择:哪种公式最佳?
Int J Pediatr Otorhinolaryngol. 2020 Jul;134:110016. doi: 10.1016/j.ijporl.2020.110016. Epub 2020 Mar 20.
10
Calculating the sample size required for developing a clinical prediction model.计算开发临床预测模型所需的样本量。
BMJ. 2020 Mar 18;368:m441. doi: 10.1136/bmj.m441.