Evidence map›Paper›PMID 42522757›Full record

ArticleMediators of inflammation2026

Nonlinear Relationship Between Lactate/Albumin Ratio and 28-Day ICU Mortality in Patients With Congestive Heart Failure: Insights Into Inflammatory and Metabolic Interplay.

Yitong Bian, Ling Wang, Juan Ma, Peng Wu, Ping Jin

Abstract read
In one paragraph

Article in Mediators of inflammation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

Corrections and comments

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.

Yitong BianDepartment of Radiology, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China, xjtu.edu.cn.
Ling WangDepartment of Rehabilitation Medicine, Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, Shaanxi, China, xjtu.edu.cn.ORCID https://orcid.org/0000-0003-1063-3859
Juan MaHeart Centre and Department of Cardiovascular Diseases, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China, nxmu.edu.cn.
Peng WuHeart Centre and Department of Cardiovascular Diseases, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China, nxmu.edu.cn.
Ping JinDepartment of Cardiology, Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China, xjtu.edu.cn.ORCID https://orcid.org/0000-0001-6935-0912

Funding

China Postdoctoral Science Foundation 2025M772070Clinical Research Funds of the First Affiliated Hospital of Xi'an Jiaotong University XJTU1AF2022LSL-014National Natural Science Foundation of China 82302854
6 · The paper itself

Abstract

backgroundCongestive heart failure (CHF) among critically ill patients is a significant cardiovascular disorder that is linked to elevated mortality rates. The lactate/albumin ratio (LAR) is a readily available clinical metric that may provide valuable information regarding the metabolic and nutritional conditions. However, its association with mortality in patients with CHF remains unexplored. This study aimed to investigate the association between LAR and 28-day intensive care unit (ICU) mortality among critically ill patients with CHF.

methodsUsing the eICU Collaborative Research Database (eICU-CRD), this study was retrospective and observational. The study included those admitted to the ICU with a preliminary CHF diagnosis. The nonlinear relationship between LAR and 28-day mortality was assessed using multivariate Cox regression and generalized additive models (GAMs), with confounders adjusted, and the crucial LAR value was identified through threshold effect analysis.

resultsAmong 2117 patients diagnosed with CHF, 291 (13.7%) died within 28 days of ICU admission. A nonlinear relationship was observed between the LAR and mortality. For LAR values under 1.65, each unit increment was associated with a 2.41-fold increase in the likelihood of mortality (p < 0.001). Nonetheless, this link was not significant for LARs ≥ 1.65 (HR = 1.14, p = 0.111). Subgroup analyses validated the robustness of this nonlinear relationship, except for a significant interaction with the respiratory rate. Mediation analysis revealed that white blood cell (WBC) counts partially mediated the link between LAR and mortality, suggesting potential connections between metabolic disturbances, inflammatory pathways, and adverse outcomes in this population.

conclusionsLAR was nonlinearly related to 28-day ICU mortality, identifying a particular turning point in critically ill patients with CHF. These findings suggest that the LAR, a readily available clinical metric, may help identify high-risk patients with CHF and inform clinical management strategies.

Indexed as

AlbuminsHeart FailureLactic AcidSerum AlbuminAgedAged, 80 and overCritical IllnessFemaleHumansInflammationIntensive Care UnitsMaleMiddle AgedProportional Hazards ModelsRetrospective StudiesAlbuminsLactic AcidSerum Albumincongestive heart failureeICU‒CRDICU mortalitylactate–albumin rationonlinear relationship

Identifiers

PMID42522757
PMCPMC13417490

What Socratic holds

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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 Socratic graph.