Observational studyClinical and applied thrombosis/hemostasis : official journal of the International Academy of Clinical and Applied Thrombosis/Hemostasis
Relationship Between the Lactate-to-Albumin Ratio and 28-Day Overall Mortality in Critically Ill Patients with Pulmonary Embolism: A Retrospective Analysis of the MIMIC-IV Database.
Observational study in Clinical and applied thrombosis/hemostasis : official journal of the International Academy of Clinical and Applied Thrombosis/Hemostasis. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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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.
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Who cites it
4 citing papers in PubMed.
- Is the Lactate/Albumin Ratio Associated with 28-Day Mortality in Critically Ill Patients That Underwent Open Gastric Cancer Surgery? A Retrospective Single-Center Study.Journal of clinical medicine · 2026Article
- Relationship Between the Lactate-to-Albumin Ratio and Acute Kidney Injury in Patients with Pulmonary Embolism: A Retrospective Cohort Study.Medicina (Kaunas, Lithuania) · 2026Article
- A nomogram integrating CTPA parameters and serum biomarkers to predict 30-day mortality and refine risk stratification in non-high-risk acute pulmonary embolism.Frontiers in cardiovascular medicine · 2026Article
- Plasma lactate and severity of illness for acute pulmonary embolism: A Bayesian probability model.International journal of critical illness and injury scienceArticle
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
BackgroundThe lactate-to-albumin ratio (LAR) has prognostic value in various clinical conditions, but its association with mortality in pulmonary embolism (PE) remains unclear. This study aims to investigate the relationship between LAR and 28-day all-cause mortality in PE patients.MethodsThis retrospective observational study used MIMIC-IV database, with 28-day mortality as the primary endpoint. Adjusted Cox models were used to assessed the LAR-mortality association, with subgroup analyses for stability. Kaplan-Meier curves estimated mortality across LAR tertiles. Restricted cubic spline(RCS) analysis evaluated nonlinearity. Receiver operating characteristic curves(ROC) and reclassification metrics were used to compare the predictive performance of LAR with the Pulmonary Embolism Severity Index (PESI).ResultsAmong the 319 included patients, 72 (22.6%) died within 28 days of admission. Non-survivors had significantly higher LAR levels. In adjusted Cox models, elevated LAR was independently associated with increased 28-day mortality risk. Kaplan-Meier curves showed significant survival differences across LAR tertiles. RCS analysis revealed a dose-response relationship with an inflection point around LAR 0.67. The ROC curve's C-statistic, validated by the DeLong test, highlights the superior performance of the LAR model, while the positive Integrated Discrimination Improvement and Net Reclassification Improvement values demonstrate its additional prognostic value over the PESI model. Subgroup analysis confirmed consistent findings across different patient groups.ConclusionElevated LAR was positively correlated with 28-day all-cause mortality in PE patients, maintaining prognostic value across subgroups. LAR showed potential as a practical prognostic indicator for PE risk stratification, warranting prospective validation and exploration of its clinical utility in PE management.
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