ArticleBMC surgery2024
How to predict postoperative delirium in geriatric patients with hip fracture as soon as possible? A retrospective study.
Article in BMC surgery, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.
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Who cites it
4 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Association of multidimensional biomarkers of immune, nutritional, inflammatory, and metabolic status with postoperative outcomes in older hip fracture patients: a systematic review and meta-analysis.Frontiers in nutrition · 2026Pooled it
- The Impact of Recorded Music on Postoperative Delirium in Older Adults After Hip Fracture Surgery (IPOD): A Quasi-Experimental Study.Journal of the American Geriatrics Society · 2026Article
- Clinical and Inflammatory Determinants of Postoperative Delirium After Hip Fracture Surgery: A Retrospective Cohort Study of 962 Patients.Medicina (Kaunas, Lithuania) · 2026Article
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Authors and funding
6 authors.
Funding
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Abstract
purposeInflammation may play a role in the mechanism of postoperative delirium (POD), a severe complication among older postoperative patients. The purpose of this study was to investigate the risk factors of POD in postoperative patients with hip fracture, especially the inflammation marker- neutrophil-lymphocyte ratio (NLR).
methodsThis retrospective investigation utilized data from the Seventh Medical Center of People's Liberation Army. 1,242 Eligible patients with hip fracture (829 females), median age 81 years, mean neutrophil-lymphocyte ratio (NLR) 5.28, were enrolled. Receiver operating characteristic (ROC) curve was performed to identify the optimal cut point of NLR for POD. The relationship between NLR and POD occurrence, NLR and POD duration were analyzed by multivariable analysis.
resultsROC curve showed that the optimal cut point of NLR for POD was NLR ≥ 7.6. Multivariate logistic regression analysis showed that NLR ≥ 7.6 (odds ratio [OR] 2.75, [95% confidence interval [CI] 1.51 to 5.02], p = 0.001), stroke (OR 1.05, [95% CI 1.02 to 1.09], p = 0.005), complications, general anesthesia, long length of stay were risk factors of POD, with the largest effect for NLR ≥ 7.6. NLR ≥ 7.6 (β 0.59, [95% CI 0.209 to 0.886], p = 0.038), older age (β 0.054, [95% CI 0.009 to 0.099], p = 0.019), previous stroke (β 0.908, [95% CI 0.085 to 1.731], p = 0.031), and previous heart failure (β 1.679, [95% CI 0.448 to 2.910], p = 0.008) suggested long POD duration.
conclusionsThis study demonstrates an association between NLR and postoperative delirium in geriatric hip fracture patients, and contribute new evidence to support NLR as a potential marker for prediction of POD and POD duration.
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