Identification of Early Risk Factors for Mortality in Pediatric Veno-Arterial Extra Corporeal Membrane Oxygenation: The Patient Matters.

Bennett Weinerman, Soon Bin Kwon, Tammam Alalqum, Daniel Nametz, Murad Megjhani, Eunice Clark, Caleb Varner, Eva W Cheung, Soojin Park
{"title":"Identification of Early Risk Factors for Mortality in Pediatric Veno-Arterial Extra Corporeal Membrane Oxygenation: The Patient Matters.","authors":"Bennett Weinerman, Soon Bin Kwon, Tammam Alalqum, Daniel Nametz, Murad Megjhani, Eunice Clark, Caleb Varner, Eva W Cheung, Soojin Park","doi":"10.1101/2024.10.17.24315712","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Pediatric Veno-Arterial Extra Corporeal Membrane Oxygenation (VA ECMO) is a life saving technology associated with high mortality. A successful VA ECMO course requires attention to multiple aspects of patient care, including ECMO and patient parameters. Early, potentially modifiable, risk factors associated with patient mortality should be analyzed and adjusted for when assessing VA ECMO risk profiles.</p><p><strong>Method: </strong>Retrospective single center experience of pediatric patients requiring VA ECMO from January 2021 to October 2023. Laboratory and ECMO flow parameters were extracted from the patients record and analyzed. Risk factors were analyzed using a Cox proportion hazard regression.</p><p><strong>Main results: </strong>There were 45 patients studied. Overall survival was 51%. Upon uncorrected analysis there were no significant differences between the patients who survived and those who died. Utilizing a Cox proportion hazard regression, platelet count, fibrinogen level and creatine level were significant risk factors within the first twenty-four hours of a patient's ECMO course.</p><p><strong>Significance: </strong>Although we did not find a significant difference among ECMO flow parameters in this study, this work highlights that granular ECMO flow data can be incorporated to risk analysis profiles and potential modeling in pediatric VA ECMO. This study demonstrated, that when controlling for ECMO flow parameters, kidney dysfunction and clotting regulation remain key risk factors for pediatric VA ECMO mortality.</p>","PeriodicalId":94281,"journal":{"name":"medRxiv : the preprint server for health sciences","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11527078/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv : the preprint server for health sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.10.17.24315712","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Objective: Pediatric Veno-Arterial Extra Corporeal Membrane Oxygenation (VA ECMO) is a life saving technology associated with high mortality. A successful VA ECMO course requires attention to multiple aspects of patient care, including ECMO and patient parameters. Early, potentially modifiable, risk factors associated with patient mortality should be analyzed and adjusted for when assessing VA ECMO risk profiles.

Method: Retrospective single center experience of pediatric patients requiring VA ECMO from January 2021 to October 2023. Laboratory and ECMO flow parameters were extracted from the patients record and analyzed. Risk factors were analyzed using a Cox proportion hazard regression.

Main results: There were 45 patients studied. Overall survival was 51%. Upon uncorrected analysis there were no significant differences between the patients who survived and those who died. Utilizing a Cox proportion hazard regression, platelet count, fibrinogen level and creatine level were significant risk factors within the first twenty-four hours of a patient's ECMO course.

Significance: Although we did not find a significant difference among ECMO flow parameters in this study, this work highlights that granular ECMO flow data can be incorporated to risk analysis profiles and potential modeling in pediatric VA ECMO. This study demonstrated, that when controlling for ECMO flow parameters, kidney dysfunction and clotting regulation remain key risk factors for pediatric VA ECMO mortality.

识别小儿静脉-动脉体外膜肺氧合患者死亡的早期风险因素:病人很重要
目的:小儿静脉-动脉体外膜氧合(VA ECMO)是一项与高死亡率相关的救生技术。成功的 VA ECMO 疗程需要关注患者护理的多个方面,包括 ECMO 和患者参数。在评估 VA ECMO 风险概况时,应分析和调整与患者死亡率相关的早期、潜在的可调整风险因素:方法:对 2021 年 1 月至 2023 年 10 月期间需要 VA ECMO 的儿科患者进行单中心回顾性研究。从患者记录中提取实验室和 ECMO 流量参数并进行分析。使用 Cox 比例危险回归分析风险因素:主要结果:共研究了 45 名患者。总生存率为 51%。经未校正分析,存活患者与死亡患者之间无明显差异。利用 Cox 比例危险回归,血小板计数、纤维蛋白原水平和肌酸水平是患者 ECMO 疗程最初 24 小时内的重要风险因素:虽然我们在这项研究中没有发现 ECMO 流量参数之间存在显著差异,但这项工作突出表明,可以将细粒度 ECMO 流量数据纳入儿科 VA ECMO 的风险分析概况和潜在建模中。这项研究表明,在控制 ECMO 流量参数的情况下,肾功能障碍和凝血调节仍是小儿 VA ECMO 死亡率的关键风险因素。
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
自引率
0.00%
发文量
0
×
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