中性粒细胞百分比-白蛋白比在急性暴发性心肌炎患者体外膜氧合中的预测作用。

IF 6.1 2区 医学 Q1 PEDIATRICS
Jing-Jing Zhou, Jun-Jie Shao, Shuai Yue, Hao-Jie Yan, Hai-Ming Wang, Min Jiang, Shu-Jin Shi, Shuai Xu, Jun-Jie Su, Fan Han, Xiao-Yang Hong, Ran Zhang
{"title":"中性粒细胞百分比-白蛋白比在急性暴发性心肌炎患者体外膜氧合中的预测作用。","authors":"Jing-Jing Zhou, Jun-Jie Shao, Shuai Yue, Hao-Jie Yan, Hai-Ming Wang, Min Jiang, Shu-Jin Shi, Shuai Xu, Jun-Jie Su, Fan Han, Xiao-Yang Hong, Ran Zhang","doi":"10.1007/s12519-025-00940-4","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Venoarterial extracorporeal membrane oxygenation induces an inflammatory response upon initiation. The neutrophil percentage-to-albumin ratio is a promising biomarker for predicting mortality in patients with systemic inflammation. This study aimed to investigate the association between neutrophil percentage-to-albumin ratio and in-hospital mortality in pediatric patients with acute fulminant myocarditis undergoing extracorporeal membrane oxygenation and to develop a PEACE model for predicting mortality in these patients.</p><p><strong>Methods: </strong>This retrospective study included pediatric patients diagnosed with acute fulminant myocarditis who underwent venoarterial extracorporeal membrane oxygenation between July 2015 and August 2022. Multivariable logistic regression analysis was used to investigate the independent association between the neutrophil percentage-to-albumin ratio and the risk of in-hospital mortality. In addition, we utilized least absolute shrinkage and selection operator regression to select predictive factors, ultimately developing a nomogram to predict outcomes in pediatric patients receiving venoarterial extracorporeal membrane oxygenation.</p><p><strong>Results: </strong>A total of 125 patients eligible for analysis were included in this study, with an in-hospital mortality rate of 28.8%. Multivariable logistic regression revealed that the neutrophil percentage-to-albumin ratio was an independent risk factor for in-hospital mortality in venoarterial extracorporeal membrane oxygenation patients. Restricted cubic splines revealed a positive association between the two (P<sub>nonlinearity</sub> = 0.84). Least absolute shrinkage and selection operator regression and backward stepwise logistic regression identified age, cardiopulmonary resuscitation, lactate levels, and the neutrophil percentage-to-albumin ratio as key predictive factors. Using these factors, a nomogram (PEACE model) was developed to predict in-hospital mortality in venoarterial extracorporeal membrane oxygenation patients. The area under the receiver operating characteristic curve was 0.83 [95% confidence interval (CI), 0.74-0.92], with the inclusion of the neutrophil percentage-to-albumin ratio significantly enhancing the model's predictive accuracy.</p><p><strong>Conclusions: </strong>The neutrophil percentage-to-albumin ratio may serve as a potential predictor for venoarterial extracorporeal membrane oxygenation in-hospital mortality in pediatric patients with acute fulminant myocarditis, suggesting that inflammatory responses are associated with patient prognosis. The PEACE model is superior in predicting the prognosis of pediatric patients supported by venoarterial extracorporeal membrane oxygenation, and can help in clinical decision making.</p>","PeriodicalId":23883,"journal":{"name":"World Journal of Pediatrics","volume":" ","pages":""},"PeriodicalIF":6.1000,"publicationDate":"2025-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Predictive role of neutrophil percentage-to-albumin ratio in acute fulminant myocarditis patients receiving extracorporeal membrane oxygenation.\",\"authors\":\"Jing-Jing Zhou, Jun-Jie Shao, Shuai Yue, Hao-Jie Yan, Hai-Ming Wang, Min Jiang, Shu-Jin Shi, Shuai Xu, Jun-Jie Su, Fan Han, Xiao-Yang Hong, Ran Zhang\",\"doi\":\"10.1007/s12519-025-00940-4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Venoarterial extracorporeal membrane oxygenation induces an inflammatory response upon initiation. The neutrophil percentage-to-albumin ratio is a promising biomarker for predicting mortality in patients with systemic inflammation. This study aimed to investigate the association between neutrophil percentage-to-albumin ratio and in-hospital mortality in pediatric patients with acute fulminant myocarditis undergoing extracorporeal membrane oxygenation and to develop a PEACE model for predicting mortality in these patients.</p><p><strong>Methods: </strong>This retrospective study included pediatric patients diagnosed with acute fulminant myocarditis who underwent venoarterial extracorporeal membrane oxygenation between July 2015 and August 2022. Multivariable logistic regression analysis was used to investigate the independent association between the neutrophil percentage-to-albumin ratio and the risk of in-hospital mortality. In addition, we utilized least absolute shrinkage and selection operator regression to select predictive factors, ultimately developing a nomogram to predict outcomes in pediatric patients receiving venoarterial extracorporeal membrane oxygenation.</p><p><strong>Results: </strong>A total of 125 patients eligible for analysis were included in this study, with an in-hospital mortality rate of 28.8%. Multivariable logistic regression revealed that the neutrophil percentage-to-albumin ratio was an independent risk factor for in-hospital mortality in venoarterial extracorporeal membrane oxygenation patients. Restricted cubic splines revealed a positive association between the two (P<sub>nonlinearity</sub> = 0.84). Least absolute shrinkage and selection operator regression and backward stepwise logistic regression identified age, cardiopulmonary resuscitation, lactate levels, and the neutrophil percentage-to-albumin ratio as key predictive factors. Using these factors, a nomogram (PEACE model) was developed to predict in-hospital mortality in venoarterial extracorporeal membrane oxygenation patients. The area under the receiver operating characteristic curve was 0.83 [95% confidence interval (CI), 0.74-0.92], with the inclusion of the neutrophil percentage-to-albumin ratio significantly enhancing the model's predictive accuracy.</p><p><strong>Conclusions: </strong>The neutrophil percentage-to-albumin ratio may serve as a potential predictor for venoarterial extracorporeal membrane oxygenation in-hospital mortality in pediatric patients with acute fulminant myocarditis, suggesting that inflammatory responses are associated with patient prognosis. The PEACE model is superior in predicting the prognosis of pediatric patients supported by venoarterial extracorporeal membrane oxygenation, and can help in clinical decision making.</p>\",\"PeriodicalId\":23883,\"journal\":{\"name\":\"World Journal of Pediatrics\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":6.1000,\"publicationDate\":\"2025-07-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"World Journal of Pediatrics\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s12519-025-00940-4\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PEDIATRICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"World Journal of Pediatrics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s12519-025-00940-4","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PEDIATRICS","Score":null,"Total":0}
引用次数: 0

摘要

背景:静脉体外膜氧合在开始时诱导炎症反应。中性粒细胞百分比与白蛋白比率是预测全身性炎症患者死亡率的一个有希望的生物标志物。本研究旨在探讨急性暴发性心肌炎患儿行体外膜氧合治疗时中性粒细胞百分比与白蛋白比率与住院死亡率之间的关系,并建立预测这些患者死亡率的PEACE模型。方法:本回顾性研究纳入2015年7月至2022年8月期间接受静脉动脉体外膜氧合治疗的急性暴发性心肌炎患儿。采用多变量logistic回归分析探讨中性粒细胞百分比-白蛋白比与院内死亡风险之间的独立关联。此外,我们利用最小绝对收缩和选择算子回归来选择预测因素,最终开发了一个图来预测接受静脉动脉体外膜氧合的儿科患者的预后。结果:本研究共纳入125例符合分析条件的患者,住院死亡率为28.8%。多变量logistic回归显示,中性粒细胞百分比与白蛋白比率是静脉动脉体外膜氧合患者住院死亡的独立危险因素。限制三次样条曲线显示两者呈正相关(p非线性= 0.84)。最小绝对收缩、选择算子回归和反向逐步逻辑回归确定年龄、心肺复苏、乳酸水平和中性粒细胞百分比与白蛋白比率是关键的预测因素。利用这些因素,我们开发了一种形态图(PEACE模型)来预测静脉动脉体外膜氧合患者的住院死亡率。受试者工作特征曲线下面积为0.83[95%置信区间(CI), 0.74-0.92],纳入中性粒细胞百分比与白蛋白比率显著提高了模型的预测准确性。结论:中性粒细胞百分比与白蛋白比率可能是急性暴发性心肌炎患儿静脉动脉体外膜氧合住院死亡率的潜在预测因子,提示炎症反应与患者预后相关。PEACE模型在预测小儿静脉动脉体外膜氧合患者的预后方面具有优势,可以帮助临床决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Predictive role of neutrophil percentage-to-albumin ratio in acute fulminant myocarditis patients receiving extracorporeal membrane oxygenation.

Background: Venoarterial extracorporeal membrane oxygenation induces an inflammatory response upon initiation. The neutrophil percentage-to-albumin ratio is a promising biomarker for predicting mortality in patients with systemic inflammation. This study aimed to investigate the association between neutrophil percentage-to-albumin ratio and in-hospital mortality in pediatric patients with acute fulminant myocarditis undergoing extracorporeal membrane oxygenation and to develop a PEACE model for predicting mortality in these patients.

Methods: This retrospective study included pediatric patients diagnosed with acute fulminant myocarditis who underwent venoarterial extracorporeal membrane oxygenation between July 2015 and August 2022. Multivariable logistic regression analysis was used to investigate the independent association between the neutrophil percentage-to-albumin ratio and the risk of in-hospital mortality. In addition, we utilized least absolute shrinkage and selection operator regression to select predictive factors, ultimately developing a nomogram to predict outcomes in pediatric patients receiving venoarterial extracorporeal membrane oxygenation.

Results: A total of 125 patients eligible for analysis were included in this study, with an in-hospital mortality rate of 28.8%. Multivariable logistic regression revealed that the neutrophil percentage-to-albumin ratio was an independent risk factor for in-hospital mortality in venoarterial extracorporeal membrane oxygenation patients. Restricted cubic splines revealed a positive association between the two (Pnonlinearity = 0.84). Least absolute shrinkage and selection operator regression and backward stepwise logistic regression identified age, cardiopulmonary resuscitation, lactate levels, and the neutrophil percentage-to-albumin ratio as key predictive factors. Using these factors, a nomogram (PEACE model) was developed to predict in-hospital mortality in venoarterial extracorporeal membrane oxygenation patients. The area under the receiver operating characteristic curve was 0.83 [95% confidence interval (CI), 0.74-0.92], with the inclusion of the neutrophil percentage-to-albumin ratio significantly enhancing the model's predictive accuracy.

Conclusions: The neutrophil percentage-to-albumin ratio may serve as a potential predictor for venoarterial extracorporeal membrane oxygenation in-hospital mortality in pediatric patients with acute fulminant myocarditis, suggesting that inflammatory responses are associated with patient prognosis. The PEACE model is superior in predicting the prognosis of pediatric patients supported by venoarterial extracorporeal membrane oxygenation, and can help in clinical decision making.

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
World Journal of Pediatrics
World Journal of Pediatrics 医学-小儿科
CiteScore
10.50
自引率
1.10%
发文量
592
审稿时长
2.5 months
期刊介绍: The World Journal of Pediatrics, a monthly publication, is dedicated to disseminating peer-reviewed original papers, reviews, and special reports focusing on clinical practice and research in pediatrics. We welcome contributions from pediatricians worldwide on new developments across all areas of pediatrics, including pediatric surgery, preventive healthcare, pharmacology, stomatology, and biomedicine. The journal also covers basic sciences and experimental work, serving as a comprehensive academic platform for the international exchange of medical findings.
×
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