Suppr超能文献

心脏指数和心率作为感染性休克死亡率的预后指标:一项来自MIMIC-IV数据库的回顾性队列研究

Cardiac index and heart rate as prognostic indicators for mortality in septic shock: A retrospective cohort study from the MIMIC-IV database.

作者信息

Ngan Chansokhon, Zeng Xueying, Lia Thongher, Yin Wanhong, Kang Yan

机构信息

Department of Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China.

Department of Urology Surgery, Chengdu Second People's Hospital, Chengdu, Sichuan Province, China.

出版信息

Heliyon. 2024 Apr 1;10(8):e28956. doi: 10.1016/j.heliyon.2024.e28956. eCollection 2024 Apr 30.

Abstract

BACKGROUND

Septic shock is a life-threatening condition that can lead to organ dysfunction and death. In the ICU, monitoring of cardiac index (CI) and heart rate (HR) is commonly used to guide management and predict outcomes in septic shock patients. However, there is a lack of research on the association between CI and HR and the risk of mortality in this patient population. Therefore, the aim of this study was to investigate the relationship between different levels of CI and HR and mortality in septic shock patients.

METHODS

Data analysis was obtained from the MIMIC-IV version 2.0 database. Sepsis and septic shock were primarily defined by sepsis-3, the third international consensus on sepsis and septic shock. CI was computed using cardiac output (CO) and body surface area (BSA). To evaluate the incidence of CI with respect to each endpoint (7-, 14-, 21-, and 28-day mortality), a restricted cubic spline curve function (RCS) was used. The optimal cutoff value for predicted mortality was determined using the Youden index. Analyses of KM curves, cox regression, and logistic regression were conducted separately to determine the relationship between various CI and HR and 28-day mortality.

RESULTS

This study included 1498 patients with septic shock. A U-shaped relationship between CI levels and risk of mortality in septic shock was found by RCS analysis (p < 0.001). CI levels within the intermediate range of 1.85-2.8 L/min/m were associated with a mortality hazard ratio (HR) < 1. In contrast, low CI (HR = 1.87 95% CI: 1.01-3.49) and high CI (HR = 1.93 95% CI: 1.26-2.97) had a significantly increased risk of mortality. The AUC for heart rate prediction of mortality by Youden index analysis was 0.70 95%CI:0.64-0.76 with a cut-off value of 93.63 bpm. According to the characteristics of HR and CI, patients were divided into six subgroups HR↓+CI intermediate group (n = 772), HR↓+CI↓ group (n = 126), HR↓+CI↑ group (n = 294), HR↑+CI intermediate group (n = 132), HR↑+CI↓ group (n = 24), and HR↑+CI↑ group (n = 150). The KM curves, COX regression, and logistic regression analysis showed that the survival rates the of HR↓+CI intermediate group, HR↓+CI↓ group, and HR↓+CI↑ were higher than the other groups. The risk factors of HR↑+CI intermediate group, HR↑+CI↓, and HR↑+CI↑ with ICU 28-day mortality were HR = 2.91 (95% CI: 1.39-5.97), HR = 3.67 (95% CI: 1.39-11.63), and HR = 5.77 (95% CI: 2.98-11.28), respectively.

CONCLUSION

Our retrospective study shows that monitoring cardiac index and heart rate in patients with septic shock may help predict the organismal response and hemodynamic consequences, as well as the prognosis. Thus, healthcare providers should carefully monitor changes in these parameters in septic shock patients transferred to the ICU for treatment.

摘要

背景

脓毒性休克是一种危及生命的疾病,可导致器官功能障碍和死亡。在重症监护病房(ICU),监测心脏指数(CI)和心率(HR)常用于指导脓毒性休克患者的治疗管理和预测预后。然而,关于该患者群体中CI与HR之间的关联以及死亡率风险的研究较少。因此,本研究的目的是调查脓毒性休克患者不同水平的CI和HR与死亡率之间的关系。

方法

数据分析来自MIMIC-IV版本2.0数据库。脓毒症和脓毒性休克主要根据脓毒症-3(关于脓毒症和脓毒性休克的第三次国际共识)进行定义。CI通过心输出量(CO)和体表面积(BSA)计算得出。为了评估CI相对于每个终点(7天、14天、21天和28天死亡率)的发生率,使用了受限立方样条曲线函数(RCS)。使用约登指数确定预测死亡率的最佳截断值。分别进行KM曲线分析、Cox回归分析和逻辑回归分析,以确定各种CI和HR与28天死亡率之间的关系。

结果

本研究纳入了1498例脓毒性休克患者。通过RCS分析发现CI水平与脓毒性休克患者的死亡风险呈U形关系(p < 0.001)。CI水平在1.85 - 2.8 L/min/m²的中间范围内与死亡风险比(HR)< 1相关。相比之下,低CI(HR = 1.87,95%CI:1.01 - 3.49)和高CI(HR = 1.93,95%CI:1.26 - 2.97)的死亡风险显著增加。通过约登指数分析预测死亡率的心率的AUC为0.70(95%CI:0.64 - 0.76),截断值为93.63次/分钟。根据HR和CI的特征,患者被分为六个亚组:HR↓+CI中间组(n = 772)、HR↓+CI↓组(n = 126)、HR↓+CI↑组(n = 294)、HR↑+CI中间组(n = 132)、HR↑+CI↓组(n = 24)和HR↑+CI↑组(n = 150)。KM曲线、Cox回归和逻辑回归分析表明,HR↓+CI中间组、HR↓+CI↓组和HR↓+CI↑组的生存率高于其他组。HR↑+CI中间组、HR↑+CI↓组和HR↑+CI↑组发生ICU 28天死亡的风险因素的HR分别为2.91(95%CI:1.39 - 5.97)、3.67(95%CI:1.39 - 11.63)和5.77(95%CI:2.98 - 11.28)。

结论

我们的回顾性研究表明,监测脓毒性休克患者的心脏指数和心率可能有助于预测机体反应和血流动力学后果以及预后。因此,医疗保健提供者应仔细监测转入ICU治疗的脓毒性休克患者这些参数的变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4cc9/11035949/ec95e910a789/gr1.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验