The relationship between the dynamic trajectory of inflammatory markers in VA-ECMO patients and the 28-day survival rate, as well as mediating causal analysis.
{"title":"The relationship between the dynamic trajectory of inflammatory markers in VA-ECMO patients and the 28-day survival rate, as well as mediating causal analysis.","authors":"You Zhou, Zhi Cheng, Liqun Sun, Jiayan Han, Suhui Li, Xin Wang, Leiming Xu","doi":"10.1007/s00011-025-01999-5","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Veno-arterial extracorporeal membrane oxygenation (VA-ECMO) is a simplified cardiopulmonary bypass device that provides temporary respiratory and circulatory support and adequate recovery time for the heart and lung, but the mortality rate of acute and critically ill patients undergoing VA-ECMO is still high. Progression of systemic inflammatory response is associated with mortality in ECMO patients. The objective of this study was to investigate the dynamic changes of various inflammatory markers and their relationship with 28-day mortality in patients with VA-ECMO.</p><p><strong>Methods: </strong>A retrospective cohort analysis was conducted on 200 patients receiving VA-ECMO treatment evaluating inflammatory markers including neutrophil-to-lymphocyte ratio (NLR), systemic inflammatory response index (SIRI), procalcitonin (PCT), interleukin-6 (IL-6), and C-reactive protein (CRP) at various time points. A dynamic trajectory model was constructed, and survival differences between groups were assessed using Kaplan-Meier plots and log-rank tests. Multiple Cox proportional hazard models were built to analyze the relationship between dynamic trajectories and clinical outcomes. Causal mediation analysis was applied to determine whether changes in inflammatory trajectories mediated survival outcomes in patients on VA-ECMO through other variables.</p><p><strong>Results: </strong>Age, Acute Physiology and Chronic Health Evaluation (APACHE) II score, Lactic acid, PCO2, aspartate aminotransferase (AST) levels, diastolic blood pressure, mean arterial pressure and pH significantly impacted the 28-day survival rate (p < 0.05), with higher mortality observed in patients exhibiting poor inflammatory trajectories.Kaplan-Meier survival analysis revealed that patients in the ascending (AS) group had a significantly higher risk of death than those in the stable (ST) and descending (DS) groups (log-rank p < 0.001). Furthermore, multivariate Cox regression analysis identified IL-6 as the most strongly correlated inflammatory marker with mortality risk [Hazard ratio (HR) = 1.97, 95% confidence interval (CI) 1.35-2.87, p < 0.001].</p><p><strong>Conclusions: </strong>This study highlights the importance of dynamic monitoring of inflammatory biomarkers in patients on VA-ECMO, suggesting that individualized treatment adjustments based on these markers could enhance survival rates. Future research should prioritize larger, multicenter cohort studies and clinical trials to validate these findings, aiming to optimize treatment strategies for patients on VA-ECMO.</p>","PeriodicalId":13550,"journal":{"name":"Inflammation Research","volume":"74 1","pages":"45"},"PeriodicalIF":4.8000,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Inflammation Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s00011-025-01999-5","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Veno-arterial extracorporeal membrane oxygenation (VA-ECMO) is a simplified cardiopulmonary bypass device that provides temporary respiratory and circulatory support and adequate recovery time for the heart and lung, but the mortality rate of acute and critically ill patients undergoing VA-ECMO is still high. Progression of systemic inflammatory response is associated with mortality in ECMO patients. The objective of this study was to investigate the dynamic changes of various inflammatory markers and their relationship with 28-day mortality in patients with VA-ECMO.
Methods: A retrospective cohort analysis was conducted on 200 patients receiving VA-ECMO treatment evaluating inflammatory markers including neutrophil-to-lymphocyte ratio (NLR), systemic inflammatory response index (SIRI), procalcitonin (PCT), interleukin-6 (IL-6), and C-reactive protein (CRP) at various time points. A dynamic trajectory model was constructed, and survival differences between groups were assessed using Kaplan-Meier plots and log-rank tests. Multiple Cox proportional hazard models were built to analyze the relationship between dynamic trajectories and clinical outcomes. Causal mediation analysis was applied to determine whether changes in inflammatory trajectories mediated survival outcomes in patients on VA-ECMO through other variables.
Results: Age, Acute Physiology and Chronic Health Evaluation (APACHE) II score, Lactic acid, PCO2, aspartate aminotransferase (AST) levels, diastolic blood pressure, mean arterial pressure and pH significantly impacted the 28-day survival rate (p < 0.05), with higher mortality observed in patients exhibiting poor inflammatory trajectories.Kaplan-Meier survival analysis revealed that patients in the ascending (AS) group had a significantly higher risk of death than those in the stable (ST) and descending (DS) groups (log-rank p < 0.001). Furthermore, multivariate Cox regression analysis identified IL-6 as the most strongly correlated inflammatory marker with mortality risk [Hazard ratio (HR) = 1.97, 95% confidence interval (CI) 1.35-2.87, p < 0.001].
Conclusions: This study highlights the importance of dynamic monitoring of inflammatory biomarkers in patients on VA-ECMO, suggesting that individualized treatment adjustments based on these markers could enhance survival rates. Future research should prioritize larger, multicenter cohort studies and clinical trials to validate these findings, aiming to optimize treatment strategies for patients on VA-ECMO.
期刊介绍：
Inflammation Research (IR) publishes peer-reviewed papers on all aspects of inflammation and related fields including histopathology, immunological mechanisms, gene expression, mediators, experimental models, clinical investigations and the effect of drugs. Related fields are broadly defined and include for instance, allergy and asthma, shock, pain, joint damage, skin disease as well as clinical trials of relevant drugs.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
