{"title":"Association Between Lactate/Albumin Ratio and Delirium Risk in Critically Ill Patients With Acute Heart Failure: A Retrospective Cohort Study","authors":"Wenjuan Yan, Yajuan Wang, Qiulan Wen, Pengwei Shi","doi":"10.1002/clc.70307","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> Background</h3>\n \n <p>Delirium is a common and serious complication in critically ill patients, particularly those with acute heart failure (HF). The lactate/albumin ratio (LAR) has emerged as a potential biomarker reflecting metabolic and nutritional status, serving as an indicator for delirium risk. This study aims to investigate the association between LAR and delirium incidence in acute heart failure patients.</p>\n </section>\n \n <section>\n \n <h3> Methods</h3>\n \n <p>We conducted a retrospective observational cohort analysis using the Medical Information Mart for Intensive Care IV (MIMIC-IV-3.1) database, which includes ICU admissions from 2008 to 2022. A total of 1,695 patients diagnosed with acute heart failure were enrolled. LAR was calculated by dividing serum lactate levels by serum albumin levels. Bivariate analyses assessed the relationship between LAR and delirium, while mediation analysis and propensity score matching controlled for confounding variables.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>We found a significant association between elevated LAR values and increased delirium risk. Patients with higher LAR exhibited a markedly higher delirium incidence compared to those with lower levels. Age, body mass index (BMI), and specific comorbidities significantly mediated the relationship between LAR and delirium risk, underscoring the multifactorial nature of delirium development in this population.</p>\n </section>\n \n <section>\n \n <h3> Conclusions</h3>\n \n <p>Our findings suggest that LAR is a valuable biomarker for predicting delirium risk in critically ill acute heart failure patients. Recognizing at-risk patients may enable timely interventions to mitigate delirium and improve ICU outcomes. Further research is warranted to validate these findings and explore targeted management strategies.</p>\n </section>\n </div>","PeriodicalId":10201,"journal":{"name":"Clinical Cardiology","volume":"49 4","pages":""},"PeriodicalIF":2.3000,"publicationDate":"2026-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/clc.70307","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical Cardiology","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/clc.70307","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
Background
Delirium is a common and serious complication in critically ill patients, particularly those with acute heart failure (HF). The lactate/albumin ratio (LAR) has emerged as a potential biomarker reflecting metabolic and nutritional status, serving as an indicator for delirium risk. This study aims to investigate the association between LAR and delirium incidence in acute heart failure patients.
Methods
We conducted a retrospective observational cohort analysis using the Medical Information Mart for Intensive Care IV (MIMIC-IV-3.1) database, which includes ICU admissions from 2008 to 2022. A total of 1,695 patients diagnosed with acute heart failure were enrolled. LAR was calculated by dividing serum lactate levels by serum albumin levels. Bivariate analyses assessed the relationship between LAR and delirium, while mediation analysis and propensity score matching controlled for confounding variables.
Results
We found a significant association between elevated LAR values and increased delirium risk. Patients with higher LAR exhibited a markedly higher delirium incidence compared to those with lower levels. Age, body mass index (BMI), and specific comorbidities significantly mediated the relationship between LAR and delirium risk, underscoring the multifactorial nature of delirium development in this population.
Conclusions
Our findings suggest that LAR is a valuable biomarker for predicting delirium risk in critically ill acute heart failure patients. Recognizing at-risk patients may enable timely interventions to mitigate delirium and improve ICU outcomes. Further research is warranted to validate these findings and explore targeted management strategies.
期刊介绍:
Clinical Cardiology provides a fully Gold Open Access forum for the publication of original clinical research, as well as brief reviews of diagnostic and therapeutic issues in cardiovascular medicine and cardiovascular surgery.
The journal includes Clinical Investigations, Reviews, free standing editorials and commentaries, and bonus online-only content.
The journal also publishes supplements, Expert Panel Discussions, sponsored clinical Reviews, Trial Designs, and Quality and Outcomes.