SynthesisJAMA network open2023
Perioperative Factors Associated With Postoperative Delirium in Patients Undergoing Noncardiac Surgery: An Individual Patient Data Meta-Analysis.
Synthesis in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 4 registered trials, which are not on this map. Cited by 93 papers, 6 of them syntheses that pooled it.
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.
Stanford-PIPRA Study: The Accuracy of the Pre-Interventional Preventive Risk Assessment (PIPRA) Tool for the Prediction of ICU-Delirium in a Mixed Cardiothoracic Intensive Care Unit Population
Stanford Study of the Validation of the Pre-Interventional Preventive Risk Assessment (PIPRA) Tool In The At-Risk Orthopedic Surgery Population
Association of Processed Electroencephalography Derived Parameters with Postoperative Delirium in Patients with Parkinson's Disease Undergoing Elective Neurosurgery
Effects of Esketamine on the Incidence of Postoperative Delirium and Postoperative Sleep Disturbance in Elderly Patients After Major Non-cardiac Surgery: A Multi-Center Randomized Controlled Trial
Who cites it
93 citing papers in PubMed, 6 syntheses or guidelines pooled it, 117 citations in OpenAlex.
- Association Between Perioperative Sleep Disorders and Post-Operative Delirium in Cardiac Surgeries: A Systematic Review and Meta-Analysis.Journal of sleep research · 2026Pooled it
- Machine learning application in the prediction of postoperative delirium among elderly patients: a systematic review and meta-analysis.Langenbeck's archives of surgery · 2026Pooled it
- Psychological factors associated with postoperative cognitive outcomes in older adults: a systematic review and meta-analysis.British journal of anaesthesia · 2026Pooled it
- Interventions to prevent postoperative neurocognitive complications: an umbrella review of meta-analyses of randomised controlled trials.Anaesthesia · 2026Pooled it
- Effectiveness of drug interventions to prevent delirium after surgery for older adults: systematic review and network meta-analysis of randomised controlled trials.BMJ (Clinical research ed.) · 2026Pooled it
- Machine learning models for predicting postoperative delirium in non-cardiac surgery patients - systematic review and meta-analysis.GeroScience · 2026Pooled it
- Effect of preoperative transcranial direct current stimulation on postoperative delirium in elderly patients following laparoscopic surgery.World journal of psychiatry · 2025Trial
- Comparison of Remimazolam and Dexmedetomidine on Postoperative Delirium and Emergence Agitation in Elderly Patients Undergoing Thoracoscopic Surgery: A Randomized, Double-Blind, Non-Inferiority Trial.Drug design, development and therapy · 2025Trial
- Effect of mannitol on postoperative delirium in patients undergoing coronary artery bypass graft: a randomised controlled trial.Open heart · 2024Trial
- Effects of Hydrogen Water Gargling on Oral Mucositis and Pain in Head and Neck Cancer Patients: A Randomized Controlled Pilot Study.Integrative cancer therapiesTrial
- Importance of psychiatric evaluation and long-term outcomes of delirium in lung transplant recipients.Annals of medicine · 2026Article
- Postoperative Delirium in Intensive Care Units: A Bibliometric Analysis of Nursing Studies.Nursing in critical care · 2026Review
- Association between preoperative serum amyloid A levels and postoperative delirium in older adults undergoing hip surgery: a retrospective study.Korean journal of anesthesiology · 2026Article
- Article
- Are the Charlson and Elixhauser comorbidity indices reliable predictors of postoperative delirium in abdominal surgery?Surgery in practice and science · 2026Article
- Development and internal validation of an interpretable machine learning prognostic prediction model for postoperative delirium after esophagectomy.Journal of thoracic disease · 2026Article
- Gut microbiota and blood biomarkers as correlating factors in patients with postoperative delirium: analysis of three prospective observational studies.Molecular psychiatry · 2026Article
- Association between lactate-to-albumin ratio and postoperative delirium in elderly patients undergoing cardiac surgery.Journal of anesthesia · 2026Article
- The effect of intravenous low-dose steroids on post-operative delirium in older adult patients undergoing non-cardiac surgery: a retrospective cohort analysis.Journal of anesthesia · 2026Article
- Integrated assessment of preoperative nutritional, inflammatory, and metabolic biomarkers and early outcomes in geriatric hip fracture surgery: a retrospective matched study.BMC geriatrics · 2026Article
33 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
41 authors at 20 institutions in 16 countries.
Funding
Abstract
Importance: Postoperative delirium (POD) is a common and serious complication after surgery. Various predisposing factors are associated with POD, but their magnitude and importance using an individual patient data (IPD) meta-analysis have not been assessed. Objective: To identify perioperative factors associated with POD and assess their relative prognostic value among adults undergoing noncardiac surgery. Data Sources: MEDLINE, EMBASE, and CINAHL from inception to May 2020. Study Selection: Studies were included that (1) enrolled adult patients undergoing noncardiac surgery, (2) assessed perioperative risk factors for POD, and (3) measured the incidence of delirium (measured using a validated approach). Data were analyzed in 2020. Data Extraction and Synthesis: Individual patient data were pooled from 21 studies and 1-stage meta-analysis was performed using multilevel mixed-effects logistic regression after a multivariable imputation via chained equations model to impute missing data. Main Outcomes and Measures: The end point of interest was POD diagnosed up to 10 days after a procedure. A wide range of perioperative risk factors was considered as potentially associated with POD. Results: A total of 192 studies met the eligibility criteria, and IPD were acquired from 21 studies that enrolled 8382 patients. Almost 1 in 5 patients developed POD (18%), and an increased risk of POD was associated with American Society of Anesthesiologists (ASA) status 4 (odds ratio [OR], 2.43; 95% CI, 1.42-4.14), older age (OR for 65-85 years, 2.67; 95% CI, 2.16-3.29; OR for >85 years, 6.24; 95% CI, 4.65-8.37), low body mass index (OR for body mass index <18.5, 2.25; 95% CI, 1.64-3.09), history of delirium (OR, 3.9; 95% CI, 2.69-5.66), preoperative cognitive impairment (OR, 3.99; 95% CI, 2.94-5.43), and preoperative C-reactive protein levels (OR for 5-10 mg/dL, 2.35; 95% CI, 1.59-3.50; OR for >10 mg/dL, 3.56; 95% CI, 2.46-5.17). Completing a college degree or higher was associated with a decreased likelihood of developing POD (OR 0.45; 95% CI, 0.28-0.72). Conclusions and Relevance: In this systematic review and meta-analysis of individual patient data, several important factors associated with POD were found that may help identify patients at high risk and may have utility in clinical practice to inform patients and caregivers about the expected risk of developing delirium after surgery. Future studies should explore strategies to reduce delirium after surgery.
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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.