ArticleScientific reports2024
Glucose-albumin ratio (GAR) as a novel biomarker for predicting postoperative pneumonia (POP) in older adults with hip fractures.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.
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Who cites it
11 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Biomarkers associated with post-operative pneumonia: a systematic review and meta-analysis.BMC pulmonary medicine · 2026Pooled 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
- Preoperative Glucose-to-Albumin Ratio as a Prognostic Marker for Survival in Pancreatic Cancer Patients Undergoing Pancreatectomy.Cancer medicine · 2026Article
- Preoperative Glucose-Albumin Ratio and Its Association with Postoperative Outcomes in Critically Ill Adult Burn Patients: A Retrospective Cohort Study of 1119 Patients.Diagnostics (Basel, Switzerland) · 2026Article
- Increased 1-year mortality rates after hip fracture surgery in geriatric patients with skeletal muscle atrophy: a propensity score-matched study.BMC geriatrics · 2026Article
- The Role of Fast Blood Glucose to Albumin Ratio in Predicting Gout Relief Among Patients With Acute Gout Attack.International journal of endocrinology · 2026Article
- Bidirectional Relationship Between Systemic Immune-Inflammation Index and Postoperative Pneumonia in Elderly Patients Undergoing Colorectal Cancer Surgery: A Retrospective Cohort Study.Clinical interventions in aging · 2026Article
- Nutrition-related clinical laboratory indicators in perioperative management of geriatric hip fractures: a narrative review from risk stratification to precision intervention.Frontiers in nutrition · 2026Review
- Glucose-to-albumin ratio and mortality in ICU patients with acute pancreatitis.Open medicine (Warsaw, Poland) · 2026Article
- A simple ratio, a complex outcome: glucose-to-albumin ratio predicts delirium in ICU patients after cardiac surgery.BMC cardiovascular disorders · 2025Article
- Evaluation of novel glucose-related blood biomarkers for predicting in-hospital mortality in patients with acute ischemic stroke.PloS one · 2025Article
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Authors and funding
8 authors.
Funding
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Abstract
Postoperative pneumonia (POP) is a common complication after hip fracture surgery and is associated with increased mortality and other complications in elderly patients. This study aims to evaluate biomarkers, especially the glucose-albumin ratio (GAR), for predicting POP in elderly hip fracture patients. A total of 1279 elderly patients admitted to our hospital with hip fractures were included. We assessed 29 biomarkers and focused on GAR to determine its prognostic and predictive value for POP. Multivariable logistic regression and propensity score-matched analyses were conducted to calculate adjusted odds ratios (ORs) and 95% confidence intervals (CIs) for POP, adjusting for potential confounders. Receiver operating characteristic (ROC) curves were utilized to determine the optimal cut-off of GAR for predicting POP. Among the biomarkers and combinations assessed, GAR demonstrated superior predictive capability for POP in elderly hip fracture patients. ROC analyses showed moderate predictive accuracy of GAR for POP, with an area under the curve of 0.750. Using the optimal cut-off of 0.175, the high GAR group was significantly associated with increased odds of POP (adjusted OR 2.14, 95%, CI 1.50-3.05). These associations remained significant after propensity score matching and subgroup analyses. Dose-response relationships between GAR and POP were observed. In conclusion, GAR may be a promising biomarker to predict POP risk in elderly hip fracture patients. Further studies are warranted to validate its clinical utility. However, this study has certain limitations, including its retrospective design, potential for selection bias due to the exclusion criteria, and the single-center nature of the study, which should be addressed in future prospective, multicenter studies.
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