Zhiying Shen, Bo Yang, Guiyu Cai, Lugang Mei, Yang Wu, Xuefei Yu
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Cox regression models were further employed to explore the correlation between survival status and serum sodium trajectory.</p><p><strong>Results: </strong>1,038 eligible patients were involved in this project. GBTM identified 3 serum sodium trajectories, all showing a trend of initial decrease followed by an increase. K-M curve analysis uncovered a notable difference in 30-day survival status between Class 1 and Class 2 (Log-rank <i>p</i> = 0.039), while no obvious differences were observed between other groups. Cox hazard analysis revealed that in the three models adjusting for different covariates, Class 2 was connected with the increased risk of survival (OR > 1, <i>p</i> < 0.05).</p><p><strong>Conclusion: </strong>Higher serum sodium trajectory is linked with elevated 30-day death risk in septic patients following cardiopulmonary bypass surgery. Repressing high levels of serum sodium may be beneficial for patient survival.</p>","PeriodicalId":16200,"journal":{"name":"Journal of Investigative Surgery","volume":"37 1","pages":"2432964"},"PeriodicalIF":2.1000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Relation Between Serum Sodium Trajectory and Survival in Septic Patients with Cardiopulmonary Bypass Surgery: Based on Medical Information Mart for Intensive Care-IV Database.\",\"authors\":\"Zhiying Shen, Bo Yang, Guiyu Cai, Lugang Mei, Yang Wu, Xuefei Yu\",\"doi\":\"10.1080/08941939.2024.2432964\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>The influence of serum sodium level changes on septic patient survival after cardiopulmonary bypass surgery is not clear. 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K-M curve analysis uncovered a notable difference in 30-day survival status between Class 1 and Class 2 (Log-rank <i>p</i> = 0.039), while no obvious differences were observed between other groups. Cox hazard analysis revealed that in the three models adjusting for different covariates, Class 2 was connected with the increased risk of survival (OR > 1, <i>p</i> < 0.05).</p><p><strong>Conclusion: </strong>Higher serum sodium trajectory is linked with elevated 30-day death risk in septic patients following cardiopulmonary bypass surgery. 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引用次数: 0
摘要
目的:血清钠水平变化对脓毒症患者体外循环术后生存的影响尚不清楚。我们试图找出血清钠轨迹变化对这类患者30天死亡率的影响。方法:检索重症监护医学信息市场(MIMIC)-IV数据库,收集体外循环手术后发生脓毒症的患者。采用基于组的轨迹模型(GBTM)确定ICU入院72h内的血钠轨迹。采用Kaplan-Meier (K-M)生存曲线比较不同轨迹组患者的生存差异。采用Cox回归模型进一步探讨生存状态与血清钠轨迹的相关性。结果:本项目纳入1038例符合条件的患者。GBTM鉴定出3条血清钠变化轨迹,均呈现先降低后升高的趋势。K-M曲线分析显示,1类和2类患者的30天生存状态有显著差异(Log-rank p = 0.039),而其他组间无显著差异。Cox风险分析显示,在调整不同协变量的三个模型中,2级与生存风险增加有关(OR) 1, p结论:血清钠轨迹升高与体外循环手术后脓毒症患者30天死亡风险升高有关。抑制高水平的血清钠可能有利于患者的生存。
Relation Between Serum Sodium Trajectory and Survival in Septic Patients with Cardiopulmonary Bypass Surgery: Based on Medical Information Mart for Intensive Care-IV Database.
Objective: The influence of serum sodium level changes on septic patient survival after cardiopulmonary bypass surgery is not clear. We attempted to figure out the impact of serum sodium trajectory changes on the 30-day mortality rate of such patients.
Methods: The Medical Information Mart for Intensive Care (MIMIC)-IV database was searched to gather patients who developed sepsis after cardiopulmonary bypass surgery. A group-based trajectory model (GBTM) was employed to determine the serum sodium trajectory within 72 h of ICU admission. Patients' survival differences between different trajectory groups were compared using Kaplan-Meier (K-M) survival curves. Cox regression models were further employed to explore the correlation between survival status and serum sodium trajectory.
Results: 1,038 eligible patients were involved in this project. GBTM identified 3 serum sodium trajectories, all showing a trend of initial decrease followed by an increase. K-M curve analysis uncovered a notable difference in 30-day survival status between Class 1 and Class 2 (Log-rank p = 0.039), while no obvious differences were observed between other groups. Cox hazard analysis revealed that in the three models adjusting for different covariates, Class 2 was connected with the increased risk of survival (OR > 1, p < 0.05).
Conclusion: Higher serum sodium trajectory is linked with elevated 30-day death risk in septic patients following cardiopulmonary bypass surgery. Repressing high levels of serum sodium may be beneficial for patient survival.
期刊介绍:
Journal of Investigative Surgery publishes peer-reviewed scientific articles for the advancement of surgery, to the ultimate benefit of patient care and rehabilitation. It is the only journal that encompasses the individual and collaborative efforts of scientists in human and veterinary medicine, dentistry, basic and applied sciences, engineering, and law and ethics. The journal is dedicated to the publication of outstanding articles of interest to the surgical research community.