ArticleFrontiers in neurology2024
Associations of serum lactate and lactate clearance with delirium in the early stage of ICU: a retrospective cohort study of the MIMIC-IV database.
Article in Frontiers in neurology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Blood-based biomarkers and delirium in critically ill adults in the ICU: a systematic review.Intensive care medicine experimental · 2026Review
- Association Between Lactate/Albumin Ratio and Delirium Risk in Critically Ill Patients With Acute Heart Failure: A Retrospective Cohort Study.Clinical cardiology · 2026Observational
- Serum glucose-to-potassium ratio is associated with delirium and all-cause mortality in intensive care unit patients: insights from the MIMIC database analysis.American journal of translational research · 2026Article
- A simple ratio, a complex outcome: glucose-to-albumin ratio predicts delirium in ICU patients after cardiac surgery.BMC cardiovascular disorders · 2025Article
- Prevalence of and risk factors for postoperative delirium among children after cardiac surgery in a Single-Centre retrospective study.Scientific reports · 2025Article
- Interpretable machine learning model for predicting delirium in patients with sepsis: a study based on the MIMIC data.BMC infectious diseases · 2025Article
- Association Between the Highest Lactate Level on the First Postoperative Day and Postoperative Delirium in Cardiac Surgery Patients.CNS neuroscience & therapeutics · 2025Article
- Article
- Development and clinical application of an automated machine learning-based delirium risk prediction model for emergency polytrauma patients.Frontiers in physiology · 2025Article
- The association between the neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and lymphocyte-to-monocyte ratio and delirium in ischemic stroke patients.Frontiers in medicine · 2024Article
- Association between lactate trajectory and 30-day mortality in patients with acute kidney injury and delirium: A retrospective study.Science progressArticle
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4 authors.
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Abstract
Aim: This study aimed to investigate the associations of serum lactate level [within and after 24 h of the intensive care unit (ICU) admission] and lactate clearance rate with delirium and assess associations of lactate and lactate clearance rate with 30-day mortality in delirium patients. Methods: Data in this retrospective cohort study were extracted from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database in 2012-2019. The associations of lactate and lactate clearance rate with delirium were explored through univariable and multivariable logistic regression analyses, whereas the associations of lactate and lactate clearance rate with 30-day mortality in delirium patients were investigated using univariable and multivariable Cox regression analyses. Subgroup analysis was performed for age, gender, sepsis, hypertension, sedative drug, ventilation, antibiotic drug, vasopressors, and the Sequential Organ Failure Assessment (SOFA) score. The evaluation indexes were odds ratios (ORs), hazard ratios (HRs), and 95% confidence intervals (CIs). Results: Among 7,812 (14.58%) eligible participants, 4,338 (8.19%) had delirium and 1,903 (24.36%) died within 30 days. After adjusting for covariates, patients with lactic acidosis (lactate level > 5 mmol/L and PH < 7.35) at T0 (within 24 h of the ICU admission) had higher odds of delirium (OR = 1.235, 95%CI: 1.105-1.382). Hyperlactatemia (lactate level 2-5 mmol/L and PH > 7.35) at T1 (after 24 h of the ICU admission) was also associated with higher odds of delirium (OR = 1.277, 95%CI: 1.126-1.447). Lactate clearance rate > 50% was linked to lower odds of delirium (OR = 0.705, 95%CI: 0.613-0.811), and this relationship was also observed in ≥65 years old, female, male, non-sepsis, sepsis, non-hypertension, non-sedative drug use, sedative drug use, ventilation, antibiotic drug use, use of vasopressors, and different SOFA score subgroups (all Conclusion: Higher serum lactate levels in the early stage of the ICU were associated with a higher risk of delirium and subsequent mortality. Measures taken to increase the lactate clearance rate are necessary to reduce potential delirium or mortality risk in clinical settings. However, more evidence from prospective studies is needed to verify these findings.
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