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PaO/FiO 与脓毒症患者 28 天死亡率独立相关:来自 MIMIC-IV 数据库的回顾性分析。

The PaO/FiO is independently associated with 28-day mortality in patients with sepsis: a retrospective analysis from MIMIC-IV database.

机构信息

Department of Critical Care Medicine, The Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, China.

Department of Immunology and Microbiology, Guiyang College of Traditional Chinese Medicine, Guiyang, Guizhou, China.

出版信息

BMC Pulm Med. 2023 May 27;23(1):187. doi: 10.1186/s12890-023-02491-8.

Abstract

BACKGROUND

To clarify the relationship between the PaO/FiO and 28-day mortality in patients with sepsis.

METHODS

This was a retrospective cohort study regarding MIMIC-IV database. Nineteen thousand two hundred thirty-three patients with sepsis were included in the final analysis. PaO/FiO was exposure variable, 28-day mortality was outcome variable. PaO/FiO was log-transformed as LnPaO/FiO. Binary logistic regression was used to explore the independent effects of LnPaO/FiO on 28-day mortality using non-adjusted and multivariate-adjusted models. A generalized additive model (GAM) and smoothed curve fitting was used to investigate the non-linear relationship between LnPaO/FiO and 28-day mortality. A two-piecewise linear model was used to calculate the OR and 95% CI on either side of the inflection point.

RESULTS

The relationship between LnPaO/FiO and risk of 28-day death in sepsis patients was U-shape. The inflection point of LnPaO/FiO was 5.30 (95%CI: 5.21-5.39), which indicated the inflection point of PaO/FiO was 200.33 mmHg (95%CI: 183.09 mmHg-219.20 mmHg). On the left of inflection point, LnPaO/FiO was negatively correlated with 28-day mortality (OR: 0.37, 95%CI: 0.32-0.43, p < 0.0001). On the right of inflection point, LnPaO/FiO was positively correlated with 28-day mortality in patients with sepsis (OR: 1.53, 95%CI: 1.31-1.80, p < 0.0001).

CONCLUSIONS

In patients with sepsis, either a high or low PaO/FiO was associated with an increased risk of 28-day mortality. In the range of 183.09 mmHg to 219.20 mmHg, PaO/FiO was associated with a lower risk of 28-day death in patients with sepsis.

摘要

背景

明确脓毒症患者的 PaO/FiO 与 28 天死亡率之间的关系。

方法

这是一项针对 MIMIC-IV 数据库的回顾性队列研究。最终分析纳入了 19233 名脓毒症患者。PaO/FiO 为暴露变量,28 天死亡率为结局变量。将 PaO/FiO 进行对数转换,记为 LnPaO/FiO。采用非调整和多变量调整模型的二元逻辑回归,探讨 LnPaO/FiO 对 28 天死亡率的独立影响。采用广义加性模型(GAM)和平滑曲线拟合来研究 LnPaO/FiO 与 28 天死亡率之间的非线性关系。采用两段线性模型计算拐点两侧的 OR 和 95%CI。

结果

脓毒症患者的 LnPaO/FiO 与 28 天死亡风险之间呈 U 形关系。LnPaO/FiO 的拐点为 5.30(95%CI:5.21-5.39),提示 PaO/FiO 的拐点为 200.33mmHg(95%CI:183.09mmHg-219.20mmHg)。在拐点左侧,LnPaO/FiO 与 28 天死亡率呈负相关(OR:0.37,95%CI:0.32-0.43,p<0.0001)。在拐点右侧,脓毒症患者的 LnPaO/FiO 与 28 天死亡率呈正相关(OR:1.53,95%CI:1.31-1.80,p<0.0001)。

结论

脓毒症患者中,较高或较低的 PaO/FiO 均与 28 天死亡率增加相关。在 183.09mmHg 至 219.20mmHg 范围内,PaO/FiO 与脓毒症患者 28 天死亡风险降低相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4788/10225083/6e4ea5d03bb1/12890_2023_2491_Fig1_HTML.jpg

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