Bennett Weinerman, Soon Bin Kwon, Tammam Alalqum, Daniel Nametz, Murad Megjhani, Eunice Clark, Caleb Varner, Eva W Cheung, Soojin Park
{"title":"Leveraging pediatric veno-arterial extra corporeal membrane oxygenation parameters to identify early risk factors for mortality.","authors":"Bennett Weinerman, Soon Bin Kwon, Tammam Alalqum, Daniel Nametz, Murad Megjhani, Eunice Clark, Caleb Varner, Eva W Cheung, Soojin Park","doi":"10.1177/02676591251340933","DOIUrl":null,"url":null,"abstract":"<p><p>ObjectivePediatric Veno-Arterial Extra Corporeal Membrane Oxygenation (VA ECMO) can be a lifesaving technology; however, it is associated with high mortality. A successful VA ECMO course requires attention to multiple aspects of patient care; yet often overlooked are ECMO flow parameters. Early, potentially modifiable, risk factors associated with patient mortality should be scrutinized in patients requiring VA ECMO.MethodRetrospective 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, and a multivariate regression.Main ResultsThere 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 during their hospital admission. Utilizing a Cox proportion hazard regression, platelet count, fibrinogen level, and creatinine level normalized to age within the first 24 hours of a patients ECMO course were significant risk factors for hospital mortality. We did not find that ECMO flow parameters were significantly associated with mortality within the first 24 hours.SignificanceAlthough 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 are associated with pediatric VA ECMO mortality.</p>","PeriodicalId":49707,"journal":{"name":"Perfusion-Uk","volume":" ","pages":"2676591251340933"},"PeriodicalIF":1.1000,"publicationDate":"2025-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Perfusion-Uk","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/02676591251340933","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
ObjectivePediatric Veno-Arterial Extra Corporeal Membrane Oxygenation (VA ECMO) can be a lifesaving technology; however, it is associated with high mortality. A successful VA ECMO course requires attention to multiple aspects of patient care; yet often overlooked are ECMO flow parameters. Early, potentially modifiable, risk factors associated with patient mortality should be scrutinized in patients requiring VA ECMO.MethodRetrospective 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, and a multivariate regression.Main ResultsThere 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 during their hospital admission. Utilizing a Cox proportion hazard regression, platelet count, fibrinogen level, and creatinine level normalized to age within the first 24 hours of a patients ECMO course were significant risk factors for hospital mortality. We did not find that ECMO flow parameters were significantly associated with mortality within the first 24 hours.SignificanceAlthough 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 are associated with pediatric VA ECMO mortality.
期刊介绍:
Perfusion is an ISI-ranked, peer-reviewed scholarly journal, which provides current information on all aspects of perfusion, oxygenation and biocompatibility and their use in modern cardiac surgery. The journal is at the forefront of international research and development and presents an appropriately multidisciplinary approach to perfusion science.