ArticleBMJ open2024
Predictive accuracy of lactate albumin ratio for mortality in intensive care units: a nationwide cohort study.
Article in BMJ open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
15 citing papers in PubMed.
- Incremental Prognostic Value of Glucose Variability and the Lactate-to-Albumin Ratio Beyond APACHE II After a 48-Hour Landmark in Critically Ill Adults: A Retrospective Cohort Study.Journal of clinical medicine · 2026Article
- EarlyPostoperative Lactate-to-Preoperative Albumin Ratio with In-Hospital Mortality After Elective Colorectal Cancer Surgery: A Single-Center Retrospective Cohort Study.Journal of clinical medicine · 2026Article
- Lactate to albumin ratio LAR predicts mortality in critically ill adults with asthma across two cohorts.Scientific reports · 2026Article
- Mechanistic Studies of Lactate in Heart Failure: From Metabolic Biomarker to Therapeutic Target.Reviews in cardiovascular medicine · 2026Review
- Association between the lactate-to-albumin ratio and mortality in patients with protein-energy malnutrition: a retrospective cohort study.BMC nutrition · 2026Article
- Early Postoperative Predictors of 30-Day Mortality After Pediatric Liver Transplantation: A Trajectory-Based Analysis.Journal of clinical medicine · 2026Article
- Anesthetic management and early outcomes in patients with earthquake-induced crush and compartment syndrome: A single-center retrospective an.Ulusal travma ve acil cerrahi dergisi = Turkish journal of trauma & emergency surgery : TJTES · 2026Article
- Intensive care utilization and clinical outcomes after transcatheter aortic valve implantation: a nationwide observational study using the Japanese intensive care patient database.Heart and vessels · 2026Article
- Nationwide Comparison of ICU Procedure Frequencies in Japan Using a Public Open Database: A Cross-Sectional Study by ICU Admission Fee Type and Region.Journal of clinical medicine · 2026Article
- Preoperative RDW-Based composite score for predicting mortality after hip fracture surgery.BMC musculoskeletal disorders · 2026Article
- Early Peri-Admission Lactate-to-Albumin (LAR), C-Reactive Protein-to-Albumin (CAR), and Procalcitonin-to-Albumin (PAR) Ratios and ICU Mortality in a Tertiary Cardiac ICU.Journal of clinical medicine · 2026Article
- Developing and validating a lactate-to-albumin ratio-enhanced score for mortality prediction in ICU patients with acute pulmonary embolism: a multi-cohort study.Frontiers in medicine · 2026Article
- Article
- Observational
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe lactate albumin ratio (LAR), a simple prognostic marker used in intensive care units (ICUs), combines lactate and serum albumin levels to predict patient outcomes. Despite its potential, the predictive accuracy of the LAR remains insufficiently explored. This study aimed to assess the usefulness of the LAR in predicting mortality among patients in the ICU.
methodsThis retrospective study conducted a secondary analysis of prospectively obtained clinical data from the Japanese Intensive Care Patient Database. We included all patients admitted to ICUs between 2015 and 2021, excluding those under the age of 16 years. The main outcome was in-hospital mortality. The LAR predictive value for this outcome was assessed by examining the area under the receiver operating characteristic curve and comparing it against prognostic indicators such as age, lactate, albumin and Sequential Organ Failure Assessment score. LAR shape was assessed using unrestricted spline curves, and the optimal cut-off value was identified from sensitivity and negative likelihood ratio. Subgroup analysis was used to evaluate the predictive accuracy of the LAR across different patient attributes and clinical scenarios.
resultsOf 2 34 774 cases analysed, in-hospital mortality was 8.8% (20 723 deaths). The LAR had an area under the curve of 0.761 (95%CI 0.757 to 0.765), indicating a fair predictive performance for in-hospital mortality. Unrestricted spline curves demonstrated that LAR can predict mortality through a monotonic positive dose-response relationship with 0.4 as the optimal cut-off value. In subgroup analysis, areas under the curve were significantly higher in subgroups defined by younger age, female sex, unplanned ICU admission, non-surgical patients, non-infectious patients, non-heart failure patients and lack of end-stage renal disease.
conclusionsThe LAR might be a useful predictor for screening mortality in ICU patients. However, further research to establish appropriate cut-off values for the LAR and identify the optimal target population is warranted.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.