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[脓毒症患者液体平衡与预后的时间相关性:一项基于MIMIC-IV数据库的队列研究]

[Time-related association between fluid balance and prognosis in sepsis patients: a cohort study based on MIMIC-IV database].

作者信息

Huang Rui, Dong Yukang, Zhou Yongfang, Zhang Longjiu, Xiong Jiong, Fu Jiangquan

机构信息

Department of Emergency Intensive Care Unit, Guizhou Medical University Affiliated Hospital, Guiyang 550004, Guizhou, China.

Department of Emergency Intensive Care Unit, Guizhou Provincial People's Hospital, Guiyang 550002, Guizhou, China.

出版信息

Zhonghua Wei Zhong Bing Ji Jiu Yi Xue. 2023 Nov;35(11):1182-1187. doi: 10.3760/cma.j.cn121430-20230807-00591.

DOI:10.3760/cma.j.cn121430-20230807-00591
PMID:37987129
Abstract

OBJECTIVE

To investigate time-related association between fluid balance and prognosis in sepsis patients.

METHODS

A retrospective cohort study was conducted based on the data of sepsis patients in the Medical Information Database for Intensive Care-IV 2.0 (MIMIC-IV 2.0) from 2008 to 2019. Sepsis patients aged ≥ 18 years who were admitted to intensive care unit (ICU) for at least 2 days were included. The daily fluid balance and cumulative fluid balance (CFB) were calculated from days 1 to 7 after ICU admission. According to CFB,the patients were divided into negative fluid balance group (CFB% < 0%), fluid balance group (0% ≤ CFB% ≤ 10%), and fluid overload group (CFB% > 10%). In-hospital mortality was the primary outcome. Multifactorial Logistic regression was used to analyze time-related association between different CFB and the risk of in-hospital mortality in patients with sepsis during 7 days after ICU admission. In addition, subgroup analysis was performed on patients with septic shock and patients with sepsis who stayed in the ICU for 7 days or longer.

RESULTS

A total of 11 437 patients with sepsis were included, of which 6 595 were male and 4 842 were female. The mean age was (64.4±16.4) years. A total of 10 253 patients (89.6%) survived and 1 184 patients (10.4%) died during hospitalization. Compared with the survival group, patients in the death group were older, lighter, had higher sequential organ failure assessment (SOFA), simplified acute physiology score II (SAPS II), longer ICU stay, higher incidence of septic shock, and higher proportion of invasive mechanical ventilation, renal replacement therapy (RRT) and vasoactive drugs. In terms of comorbidities, congestive heart failure, renal disease, liver disease, and malignancy were more common in the death group. The death group had a higher daily fluid balance than the survival group during 7 days after ICU admission, the CFB in the two groups gradually increased with length of ICU stay. After adjusting variables such as age, gender, race, SOFA score, SAPS II score, comorbidities, and the use of invasive mechanical ventilation, RRT and vasoactive drugs, multivariate Logistic regression analysis showed that fluid overload on day 1 after ICU admission was a protective factor for the reduced risk of in-hospital mortality in sepsis patients [odds ratio (OR) = 0.74, 95% confidence interval (95%CI) was 0.64-0.86, P = 0.001]. However, fluid overload on day 3 was a risk factor for in-hospital mortality in sepsis patients (OR = 1.70, 95%CI was 1.47-1.97, P < 0.001) and the risk of in-hospital mortality was significantly increased from day 4 to day 7. Furthermore, the same results were obtained in patients with septic shock and sepsis patients who stayed in the ICU for 7 days or longer.

CONCLUSIONS

Fluid overload on day 1 was associated with reduced in-hospital mortality. However, from the third day, fluid overload increases the risk of in-hospital mortality. Thus, managing fluid balance at different times may improve prognosis.

摘要

目的

探讨脓毒症患者液体平衡与预后的时间相关性。

方法

基于重症监护医学信息数据库-IV 2.0(MIMIC-IV 2.0)中2008年至2019年脓毒症患者的数据进行回顾性队列研究。纳入年龄≥18岁、入住重症监护病房(ICU)至少2天的脓毒症患者。计算入住ICU后第1天至第7天的每日液体平衡和累积液体平衡(CFB)。根据CFB,将患者分为负液体平衡组(CFB%<0%)、液体平衡组(0%≤CFB%≤10%)和液体超负荷组(CFB%>10%)。院内死亡率为主要结局。采用多因素Logistic回归分析入住ICU后7天内不同CFB与脓毒症患者院内死亡风险的时间相关性。此外,对感染性休克患者和入住ICU 7天及以上的脓毒症患者进行亚组分析。

结果

共纳入11437例脓毒症患者,其中男性6595例,女性4842例。平均年龄为(64.4±16.4)岁。共有10253例患者(89.6%)存活,1184例患者(10.4%)住院期间死亡。与存活组相比,死亡组患者年龄更大、体重更轻、序贯器官衰竭评估(SOFA)、简化急性生理学评分II(SAPS II)更高、ICU住院时间更长、感染性休克发生率更高、有创机械通气、肾脏替代治疗(RRT)和血管活性药物使用比例更高。在合并症方面,充血性心力衰竭、肾脏疾病、肝脏疾病和恶性肿瘤在死亡组中更常见。死亡组入住ICU后7天内的每日液体平衡高于存活组,两组的CFB均随ICU住院时间延长而逐渐增加。在调整年龄、性别、种族、SOFA评分、SAPS II评分、合并症以及有创机械通气、RRT和血管活性药物使用等变量后,多因素Logistic回归分析显示入住ICU后第1天液体超负荷是脓毒症患者院内死亡风险降低的保护因素[比值比(OR)=0.74,95%置信区间(95%CI)为0.64 - 0.86,P = 0.001]。然而,第3天液体超负荷是脓毒症患者院内死亡的危险因素(OR = 1.70,95%CI为1.47 - 1.97,P < 0.001),且从第4天至第7天院内死亡风险显著增加。此外,在感染性休克患者和入住ICU 7天及以上的脓毒症患者中也得到了相同的结果。

结论

第1天液体超负荷与院内死亡率降低相关。然而,从第3天起,液体超负荷增加院内死亡风险。因此,在不同时间管理液体平衡可能改善预后。

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