Evidence map›Paper›PMID 40765007›Full record

ArticleEuropean journal of medical research2025

The association between the lactate to albumin ratio and all-cause mortality in cardiac arrest patients: an analysis of the MIMIC-IV database.

Lulu Liu, Qian Ma, Guangzan Yu, Xuhou Ji, Hua He

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Article in European journal of medical research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

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0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Lulu LiuCardiac Division of Emergency Intensive Care Unit, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road Second, Chaoyang District, Beijing, 100029, People's Republic of China.
Qian MaCardiac Division of Emergency Intensive Care Unit, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road Second, Chaoyang District, Beijing, 100029, People's Republic of China.
Guangzan YuCardiac Division of Emergency Intensive Care Unit, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road Second, Chaoyang District, Beijing, 100029, People's Republic of China.
Xuhou JiCardiac Division of Emergency Intensive Care Unit, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road Second, Chaoyang District, Beijing, 100029, People's Republic of China.
Hua HeCardiac Division of Emergency Intensive Care Unit, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road Second, Chaoyang District, Beijing, 100029, People's Republic of China. hehua430@163.com.

Funding

Natural Science Foundation of Beijing Municipality 7202037
6 · The paper itself

Abstract

introductionCardiac arrest (CA) is a critical condition with high mortality, despite advances in post-resuscitation care. Severe ischemia-reperfusion injury, systemic inflammation, nutritional status, and organ dysfunction contribute to poor prognosis, highlighting the need for reliable prognostic markers for early risk stratification. Lactate and albumin are well known to be involved in these pathological processes, making them potential biomarkers for prognostic assessment. This study aims to investigate the association between the lactate to albumin ratio (LAR) and all-cause mortality in patients with CA.

methodsClinical data were collected from the MIMIC-IV (3.1) database. The individuals were categorized into four groups based on the quartiles of the LAR. The primary endpoint of the research was 30-day all-cause mortality, while the secondary endpoint was 90-day all-cause mortality. The association between the LAR and clinical outcomes was analyzed using Cox proportional hazards regression, restricted cubic splines, and Kaplan-Meier survival curves. Moreover, the predictive performance of the LAR for 30-day all-cause mortality in the CA population was evaluated using the Receiver Operating Characteristic (ROC) curve by calculating the Area Under the Curve (AUC).

resultsA total of 1311 patients with CA were enrolled in our study. After adjusting for confounders, each unit increase in the LAR was associated with a 20.1% and 19.6% increased risk of 30-day and 90-day all-cause mortality, respectively (P < 0.001), suggesting a possible nonlinear association. The Quartile 4 group exhibited a significantly higher mortality risk compared to the lowest quartile, when the LAR was treated as a categorical variable. Additionally, the ROC curve demonstrated moderate discriminatory ability of the LAR in recognizing 30-day all-cause mortality risk from the overall CA population (AUC: 0.69, 95% CI: 0.66-0.72), which was comparable to lactate but superior to albumin.

conclusionThe LAR exhibits a strong and nonlinear association with both 30-day and 90-day all-cause mortality, with elevated levels significantly increasing mortality risk, even after adjusting for potential confounders and applying multiple statistical methods. The ROC curve showed moderate discriminative ability, highlighting the potential of the LAR as a prognostic indicator in patients with CA.

Indexed as

Heart ArrestLactic AcidSerum AlbuminAgedBiomarkersDatabases, FactualFemaleHumansMaleMiddle AgedPrognosisROC CurveBiomarkersLactic AcidSerum AlbuminCardiac arrestLactate to albumin ratioMIMIC-IV databaseMortality

Identifiers

PMID40765007
PMCPMC12323278

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.