ArticleFrontiers in medicine2025
Comparative analysis of inflammatory markers as predictive markers for postoperative delirium in cardiac surgery patients: an observational study.
Article in Frontiers in medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Article
- Preoperative inflammatory indicators predict postoperative SIRS after cardiac surgery with cardiopulmonary bypass in older patients.BMC geriatrics · 2026Article
- Immunosenescence biomarkers and outcomes in isolated coronary artery bypass grafting.JTCVS open · 2026Article
- The association between atherogenic index of plasma and postoperative delirium in cardiac surgery patients: an analysis of the MIMIC-IV database.Perioperative medicine (London, England) · 2026Article
- Preoperative and early postoperative neutrophil-to-lymphocyte ratio for predicting delirium after laparoscopic gynecologic surgery in elderly women: a retrospective cohort study with an outcome-matched nested case-control analysis and internal validation.Anesthesia and pain medicine · 2026Article
- Clinical Relevance of Preoperative Lymphocyte-to-Monocyte Ratio in Predicting Postoperative Delirium Across Frailty Status in Older Surgical Patients.Clinical interventions in aging · 2026Article
- Association between tranexamic acid and postoperative delirium in elderly patients: a mediation analysis of inflammatory markers following hip and knee arthroplasty.Frontiers in medicine · 2026Article
- Application of a Nomogram Model in Predicting Postoperative Delirium Following Percutaneous Coronary Intervention.Bioengineering (Basel, Switzerland) · 2025Article
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Authors and funding
5 authors.
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Abstract
Background: Postoperative delirium (POD) is a common complication following cardiac surgery that significantly affects patient outcomes. Among inflammatory markers, the monocyte-to-lymphocyte ratio (MLR) has shown potential in predicting POD. However, studies on the relationship between neutrophil-to-lymphocyte ratio (NLR) or platelet-to-lymphocyte ratio (PLR) and POD are still lacking. Moreover, a direct comparison of the predictive capabilities of these three inflammatory markers (NLR, MLR, and PLR) for POD remains unexplored. Methods: This observational study utilized the MIMIC database. We included 2,095 patients who underwent cardiac surgery. Multivariable logistic regression analysis, restricted cubic spline (RCS) analysis, and receiver operating characteristic (ROC) curve analysis were employed to assess the relationship between NLR, MLR, PLR, and POD. Results: POD occurred in 415 patients (19.8%). Multivariable logistic regression identified NLR (OR 1.05, 95% CI 1.03-1.08), MLR (OR 1.39, 95% CI 1.01-1.92), and PLR (OR 1.00, 95% CI 1.00-1.00) as independent risk factors for POD, all with Conclusion: NLR, MLR, and PLR independently predicted postoperative delirium following cardiac surgery, with NLR demonstrating the strongest predictive capacity. These findings provided new tools for preoperative risk assessment and may improve postoperative management strategies for cardiac surgery patients.
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