Preoperative lactate-to-albumin ratio and risk of postoperative delirium after cardiac surgery in older adults: a retrospective cohort study

BACKGROUND: The association between the lactate-to-albumin ratio (LAR) and postoperative delirium (POD) in older adults undergoing cardiac surgery remains uncertain. This study aimed to explore the association between preoperative LAR and POD in this population. METHODS: Participants were selected from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. Preoperative lactate and albumin values obtained within 7 days before surgery were used to calculate LAR. The primary endpoint was POD within 7 days after surgery. Cox proportional hazards models, restricted cubic splines, sensitivity analysis, and Kaplan-Meier analysis were used to assess the association between LAR and POD. RESULTS: A total of 2,021 patients were included, and 271 (13.41%) developed POD. In the main adjusted model, higher LAR was associated with a higher hazard of POD (HR 1.649, 95% CI 1.367-1.990, p < 0.001). Compared with the low LAR group, the medium and high LAR groups had higher hazards of POD (HR 1.561, 95% CI 1.157-2.106; HR 2.403, 95% CI 1.754-3.293, respectively). This association persisted in sensitivity analysis. Restricted cubic spline analysis suggested a linear relationship between higher LAR and increased POD risk. CONCLUSIONS: The study findings indicate that elevated preoperative LAR is associated with increased POD risk in older adults undergoing cardiac surgery. LAR may be a simple and practical marker for preoperative risk stratification.

Authors

Institutions

Publication Details

Journal
BMC Cardiovascular Disorders
Published
2026-05-12
DOI
https://doi.org/10.1186/s12872-026-05946-y
Primary Topic
Hemodynamic Monitoring and Therapy
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Preoperative lactate-to-albumin ratio and risk of postoperative delirium after cardiac surgery in older adults: a retrospective cohort study

Yanwen Song, Bingfa Pan, Yongqiang Wang, Jianggang Song et al.
BMC Cardiovascular Disorders
Hemodynamic Monitoring and Therapy
article

Preoperative lactate-to-albumin ratio and risk of postoperative delirium after cardiac surgery in older adults: a retrospective cohort study

Yanwen Song, Bingfa Pan, Yongqiang Wang, Jianggang Song, Jian Wang, Ping Chen, He Li, Wenjing Cai, Shuhan Yang
article en

Abstract

BACKGROUND: The association between the lactate-to-albumin ratio (LAR) and postoperative delirium (POD) in older adults undergoing cardiac surgery remains uncertain. This study aimed to explore the association between preoperative LAR and POD in this population. METHODS: Participants were selected from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. Preoperative lactate and albumin values obtained within 7 days before surgery were used to calculate LAR. The primary endpoint was POD within 7 days after surgery. Cox proportional hazards models, restricted cubic splines, sensitivity analysis, and Kaplan-Meier analysis were used to assess the association between LAR and POD. RESULTS: A total of 2,021 patients were included, and 271 (13.41%) developed POD. In the main adjusted model, higher LAR was associated with a higher hazard of POD (HR 1.649, 95% CI 1.367-1.990, p < 0.001). Compared with the low LAR group, the medium and high LAR groups had higher hazards of POD (HR 1.561, 95% CI 1.157-2.106; HR 2.403, 95% CI 1.754-3.293, respectively). This association persisted in sensitivity analysis. Restricted cubic spline analysis suggested a linear relationship between higher LAR and increased POD risk. CONCLUSIONS: The study findings indicate that elevated preoperative LAR is associated with increased POD risk in older adults undergoing cardiac surgery. LAR may be a simple and practical marker for preoperative risk stratification.

BMC Cardiovascular Disorders
Shanghai University of Traditional Chinese Medicine (CN), Shuguang Hospital (CN)
Zero hunger
Openalex Percentile: Top 5%
Hemodynamic Monitoring and Therapy
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Preoperative lactate-to-albumin ratio and risk of postoperative delirium after cardiac surgery in older adults: a retrospective cohort study — Yanwen Song, Bingfa Pan, et al. · BMC Cardiovascular Disorders (2026) | TGRS Research Map | TGRS