Investigating the Association Between Mean Arterial Pressure on 28-Day Mortality Risk in Patients With Sepsis: Retrospective Cohort Study Based on the MIMIC-IV Database.
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引用次数: 0
Abstract
Background: Sepsis is a globally recognized health issue that continues to contribute significantly to mortality and morbidity in intensive care units (ICUs). The association between mean arterial pressure (MAP) and prognosis among patients with patients is yet to be demonstrated.
Objective: The aim of this study was to explore the association between MAP and 28-day mortality in ICU patients with sepsis using data from a large, multicenter database.
Methods: This is a retrospective cohort study. We extracted data of 35,010 patients with sepsis from the MIMIC-IV (Medical Information Mart for Intensive Care) database between 2008 and 2019, according to the Sepsis 3.0 diagnostic criteria. The MAP was calculated as the average of the highest and lowest readings within the first 24 hours of ICU admission, and patients were divided into 4 groups based on the mean MAP, using the quadruple classification approach. Other worst-case indications from the first 24 hours of ICU admission, such as vital signs, severity of illness scores, laboratory indicators, and therapies, were also gathered as baseline data. The independent effects of MAP on 28-day mortality were explored using binary logistic regression and a two-piecewise linear model, with MAP as the exposure and 28-day mortality as the outcome variables, respectively. To address the nonlinearity relationship, curve fitting and a threshold effect analysis were performed.
Results: A total of 34,981 patients with sepsis were included in the final analysis, the mean age was 66.67 (SD 16.01) years, and the 28-day mortality rate was 16.27% (5691/34,981). The generalized additive model and smoothed curve fitting found a U-shaped relationship between MAP and 28-day mortality in these patients. The recursive algorithm determined the low and high inflection points as 70 mm and 82 mm Hg, respectively. Our data demonstrated that MAP was negatively associated with 28-day mortality in the range of 34.05 mm Hg-69.34 mm Hg (odds ratio [OR] 0.93, 95% CI 0.92-0.94; P<.001); however, once the MAP exceeded 82 mm Hg, a positive association existed between MAP and 28-day mortality of patients with sepsis (OR 1.01; 95% CI 1.01-1.02, P=.002).
Conclusions: There is a U-shaped association between MAP and the probability of 28-day mortality in patients with sepsis. Both the lower and higher MAP were related with a higher risk of mortality in patients with sepsis. These patients have a decreased risk of mortality when their MAP remains between 70 and 82 mm Hg.
背景:脓毒症是一个全球公认的健康问题,它继续对重症监护病房(icu)的死亡率和发病率做出重大贡献。平均动脉压(MAP)与患者预后之间的关系尚未得到证实。目的:本研究的目的是利用来自大型多中心数据库的数据,探讨MAP与ICU脓毒症患者28天死亡率之间的关系。方法:回顾性队列研究。我们根据脓毒症3.0诊断标准,从2008年至2019年的MIMIC-IV(重症监护医疗信息市场)数据库中提取了35,010例脓毒症患者的数据。MAP取ICU入院前24小时内最高、最低读数的平均值,根据MAP平均值将患者分为4组,采用四重分法。ICU入院前24小时的其他最坏情况指征,如生命体征、疾病严重程度评分、实验室指标和治疗,也被收集作为基线数据。分别以MAP为暴露量和28天死亡率为结局变量,采用二元logistic回归和二分段线性模型探讨MAP对28天死亡率的独立影响。为了解决非线性关系,进行了曲线拟合和阈值效应分析。结果:最终纳入脓毒症患者34,981例,平均年龄66.67 (SD 16.01)岁,28天死亡率为16.27%(5691/34,981)。广义加性模型和平滑曲线拟合发现MAP与这些患者28天死亡率呈u型关系。递归算法确定低拐点为70 mm,高拐点为82 mm Hg。我们的数据显示,在34.05 mm Hg-69.34 mm Hg范围内,MAP与28天死亡率呈负相关(优势比[OR] 0.93, 95% CI 0.92-0.94;结论:MAP与脓毒症患者28天死亡率呈u型相关。在脓毒症患者中,较高和较低的MAP均与较高的死亡风险相关。当MAP保持在70 - 82 mmhg之间时,这些患者的死亡风险降低。