Observational studyWorld journal of surgery2021
Patterns and Effects of Admission Hyperglycemia and Inflammatory Response in Trauma Patients: A Prospective Clinical Study.
Observational study in World journal of surgery, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT02999386 (Role Of Stress Induced Hyperglycemia On The Outcome Of Trauma Patients), which is not on this map. Cited by 15 papers.
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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.
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Role Of Stress Induced Hyperglycemia On The Outcome Of Trauma Patients
Who cites it
15 citing papers in PubMed, 20 citations in OpenAlex.
- Association of early interleukin-6 level with injury severity and mortality in trauma patients: Systematic review and meta-analysis.World journal of critical care medicine · 2026Article
- Clinical characteristics and socioeconomic determinants of unintentional childhood injuries: An emergency department perspective.Ulusal travma ve acil cerrahi dergisi = Turkish journal of trauma & emergency surgery : TJTES · 2026Article
- The Effect of Traumatic Brain Injury on the Gastrointestinal System: A Comprehensive Review.Brain sciences · 2026Review
- Association between sustained moderate hyperglycemia within first 48 hours and poor functional outcome after polytrauma: A retrospective cohort study.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2026Observational
- Performance and accuracy of blood glucose and neutrophil-lymphocyte ratio as predictors of mortality in children and adolescents with traumatic brain injury.Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2026Article
- Article
- Admission hyperglycemia increases risk of UTI in acute pancreatitis: a dose-response and PSM-based analysis.European journal of medical research · 2025Article
- Non-invasive hemodynamic monitoring and cardiac preload assessment in severely injured children in the emergency department.BMC emergency medicine · 2025Observational
- Abdominal and pelvic surgery in traumatic brain injury patients; a registry-based retrospective analysis.BMC surgery · 2025Article
- Stress Hyperglycemia Is Associated with Unfavorable Outcomes After Mechanical Thrombectomy in Patients with Acute Ischemic Stroke.Brain sciences · 2025Article
- Association between stress hyperglycemia ratio and poor outcomes in Trauma surgery ICU patients.PloS one · 2025Article
- Predicting mortality in penetrating thoracic trauma in the emergency department: The prognostic value of the glucose-to-potassium ratio.Ulusal travma ve acil cerrahi dergisi = Turkish journal of trauma & emergency surgery : TJTES · 2025Article
- The Interaction and Implication of Stress-Induced Hyperglycemia and Cytokine Release Following Traumatic Injury: A Structured Scoping Review.Diagnostics (Basel, Switzerland) · 2024Article
- Platelet-Lymphocyte and Neutrophil-Lymphocyte Ratio for Prediction of Hospital Outcomes in Patients with Abdominal Trauma.BioMed research international · 2022Article
- Hyperglycemia is associated with worse 3-year survival in older patients admitted to the intensive care unit after non-cardiac surgery:Frontiers in medicine · 2022Article
Corrections and comments
- Erratum issued
Authors and funding
17 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe constellation of the initial hyperglycemia, proinflammatory cytokines and severity of injury among trauma patients is understudied. We aimed to evaluate the patterns and effects of on-admission hyperglycemia and inflammatory response in a level 1 trauma center. We hypothesized that higher initial readings of blood glucose and cytokines are associated with severe injuries and worse in-hospital outcomes in trauma patients.
methodsA prospective, observational study was conducted for adult trauma patients who were admitted and tested for on-admission blood glucose, hemoglobin A1c, interleukin (IL)-6, IL-18 and hs-CRP. Patients were categorized into four groups [non-diabetic normoglycemic, diabetic normoglycemic, diabetic hyperglycemic (DH) and stress-induced hyperglycemic (SIH)]. The inflammatory markers were measured on three time points (admission, 24 h and 48 h). Generalized estimating equations (GEE) were used to account for the correlation for the inflammatory markers. Pearson's correlation test and logistic regression analysis were also performed.
resultsDuring the study period, 250 adult trauma patients were enrolled. Almost 13% of patients presented with hyperglycemia (50% had SIH and 50% had DH). Patients with SIH were younger, had significantly higher Injury Severity Score (ISS), higher IL-6 readings, prolonged hospital length of stay and higher mortality. The SIH group had lower Revised Trauma Score (p = 0.005), lower Trauma Injury Severity Score (p = 0.01) and lower GCS (p = 0.001). Patients with hyperglycemia had higher in-hospital mortality than the normoglycemia group (12.5% vs 3.7%; p = 0.02). A significant correlation was identified between the initial blood glucose level and serum lactate, IL-6, ISS and hospital length of stay. Overall rate of change in slope 88.54 (95% CI:-143.39-33.68) points was found more in hyperglycemia than normoglycemia group (p = 0.002) for IL-6 values, whereas there was no statistical significant change in slopes of age, gender and their interaction. The initial IL-6 levels correlated with ISS (r = 0.40, p = 0.001). On-admission hyperglycemia had an adjusted odds ratio 2.42 (95% CI: 1.076-5.447, p = 0.03) for severe injury (ISS > 12) after adjusting for age, shock index and blood transfusion.
conclusionsIn trauma patients, on-admission hyperglycemia correlates well with the initial serum IL-6 level and is associated with more severe injuries. Therefore, it could be a simple marker of injury severity and useful tool for patient triage and risk assessment.
trial registrationThis study was registered at the ClinicalTrials.gov (Identifier: NCT02999386), retrospectively Registered on December 21, 2016. https://clinicaltrials.gov/ct2/show/NCT02999386 .
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