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正常乳酸负荷作为心源性休克患者的独立预后指标。

Normalized lactate load as an independent prognostic indicator in patients with cardiogenic shock.

机构信息

Emergency Critical Care Center, Beijing Anzhen Hospital, Capital Medical University, No.2 Anzhen Road, Chaoyang District, Beijing, 100029, China.

Centre of Hypertension, Beijing Anzhen Hospital, Capital Medical University, Beijing, 100029, China.

出版信息

BMC Cardiovasc Disord. 2024 Jul 10;24(1):348. doi: 10.1186/s12872-024-04013-8.

DOI:10.1186/s12872-024-04013-8
PMID:38987706
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11234684/
Abstract

BACKGROUND

Early prognosis evaluation is crucial for decision-making in cardiogenic shock (CS) patients. Dynamic lactate assessment, for example, normalized lactate load, has been a better prognosis predictor than single lactate value in septic shock. Our objective was to investigate the correlation between normalized lactate load and in-hospital mortality in patients with CS.

METHODS

Data were extracted from the Medical Information Mart for Intensive Care (MIMIC)-IV database. The calculation of lactate load involved the determination of the cumulative area under the lactate curve, while normalized lactate load was computed by dividing the lactate load by the corresponding period. Receiver Operating Characteristic (ROC) curves were constructed, and the evaluation of areas under the curves (AUC) for various parameters was performed using the DeLong test.

RESULTS

Our study involved a cohort of 1932 CS patients, with 687 individuals (36.1%) experiencing mortality during their hospitalization. The AUC for normalized lactate load demonstrated significant superiority compared to the first lactate (0.675 vs. 0.646, P < 0.001), maximum lactate (0.675 vs. 0.651, P < 0.001), and mean lactate (0.675 vs. 0.669, P = 0.003). Notably, the AUC for normalized lactate load showed comparability to that of the Sequential Organ Failure Assessment (SOFA) score (0.675 vs. 0.695, P = 0.175).

CONCLUSION

The normalized lactate load was an independently associated with the in-hospital mortality among CS patients.

摘要

背景

心源性休克(CS)患者的早期预后评估至关重要。例如,与单一乳酸值相比,动态乳酸评估,即乳酸负荷正常化,是更好的预后预测指标。我们的目的是研究 CS 患者中乳酸负荷正常化与院内死亡率之间的相关性。

方法

从医疗信息监护 IV(MIMIC-IV)数据库中提取数据。乳酸负荷的计算涉及确定乳酸曲线下的累积面积,而乳酸负荷正常化则通过将乳酸负荷除以相应的时间段来计算。构建了接收者操作特征(ROC)曲线,并使用 DeLong 检验对各种参数的曲线下面积(AUC)进行了评估。

结果

我们的研究涉及 1932 例 CS 患者,其中 687 例(36.1%)在住院期间死亡。与首次乳酸(0.646,P<0.001)、最大乳酸(0.651,P<0.001)和平均乳酸(0.669,P=0.003)相比,乳酸负荷正常化的 AUC 具有显著优势。值得注意的是,乳酸负荷正常化的 AUC 与序贯器官衰竭评估(SOFA)评分相当(0.675,P=0.175)。

结论

乳酸负荷正常化与 CS 患者的院内死亡率独立相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9e0/11234684/6d86abb6d5b1/12872_2024_4013_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9e0/11234684/430f023292cf/12872_2024_4013_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9e0/11234684/0c9d062b4046/12872_2024_4013_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9e0/11234684/90a415f74dd2/12872_2024_4013_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9e0/11234684/6d86abb6d5b1/12872_2024_4013_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9e0/11234684/430f023292cf/12872_2024_4013_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9e0/11234684/0c9d062b4046/12872_2024_4013_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9e0/11234684/90a415f74dd2/12872_2024_4013_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9e0/11234684/6d86abb6d5b1/12872_2024_4013_Fig4_HTML.jpg

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本文引用的文献

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Lactate as a Predictor of 30-Day Mortality in Cardiogenic Shock.乳酸作为心源性休克30天死亡率的预测指标
J Clin Med. 2024 Mar 27;13(7):1932. doi: 10.3390/jcm13071932.
2
Organ dysfunction, injury, and failure in cardiogenic shock.心源性休克中的器官功能障碍、损伤及衰竭。
J Intensive Care. 2023 Jun 29;11(1):26. doi: 10.1186/s40560-023-00676-1.
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Microcirculatory dysfunction in cardiogenic shock.心源性休克中的微循环功能障碍。
Ann Intensive Care. 2023 May 6;13(1):38. doi: 10.1186/s13613-023-01130-z.
4
MIMIC-IV, a freely accessible electronic health record dataset.MIMIC-IV,一个可自由访问的电子健康记录数据集。
Sci Data. 2023 Jan 3;10(1):1. doi: 10.1038/s41597-022-01899-x.
5
Increased normalized lactate load is associated with higher mortality in both sepsis and non-sepsis patients: an analysis of the MIMIC-IV database.乳酸负荷归一化增加与脓毒症和非脓毒症患者的死亡率升高相关:对 MIMIC-IV 数据库的分析。
BMC Anesthesiol. 2022 Mar 25;22(1):79. doi: 10.1186/s12871-022-01617-5.
6
Lactate Clearance as a Surrogate for Mortality in Cardiogenic Shock: Insights From the DOREMI Trial.乳酸清除率作为心源性休克患者死亡率的替代指标:来自 DOREMI 试验的新见解。
J Am Heart Assoc. 2022 Mar 15;11(6):e023322. doi: 10.1161/JAHA.121.023322. Epub 2022 Mar 9.
7
Lactate is associated with mortality in very old intensive care patients suffering from COVID-19: results from an international observational study of 2860 patients.乳酸与患有新冠肺炎的高龄重症监护患者的死亡率相关:一项对2860名患者的国际观察性研究结果
Ann Intensive Care. 2021 Aug 21;11(1):128. doi: 10.1186/s13613-021-00911-8.
8
Association between normalized lactate load and mortality in patients with septic shock: an analysis of the MIMIC-III database.乳酸负荷与感染性休克患者死亡率的相关性:对 MIMIC-III 数据库的分析。
BMC Anesthesiol. 2021 Jan 12;21(1):16. doi: 10.1186/s12871-021-01239-3.
9
Association between serum lactate levels and mortality in patients with cardiogenic shock receiving mechanical circulatory support: a multicenter retrospective cohort study.血清乳酸水平与机械循环支持治疗的心源性休克患者死亡率的关系:一项多中心回顾性队列研究。
BMC Cardiovasc Disord. 2020 Nov 24;20(1):496. doi: 10.1186/s12872-020-01785-7.
10
Arterial Lactate in Cardiogenic Shock: Prognostic Value of Clearance Versus Single Values.心源性休克中的动脉乳酸:清除率与单一值的预后价值。
JACC Cardiovasc Interv. 2020 Oct 12;13(19):2208-2216. doi: 10.1016/j.jcin.2020.06.037.