Related Experiment Video
Updated: Jun 12, 2025

Systems Analysis of the Neuroinflammatory and Hemodynamic Response to Traumatic Brain Injury
Published on: May 27, 2022
Biomarkers help identify critically injured patients with only moderate risk of severe injuries in trauma team
Paul Hagebusch1, Nils Scheidt2, Daniel Koch2
1Department of Traumasurgery and Orthopedics, BG Unfallklinik Frankfurt am Main gGmbH, Friedberger Landstr. 430, 60389, Frankfurt Am Main, Germany. Paul.Hagebusch@BGU-Frankfurt.de.
Purpose:
Accurate trauma triage ensures timely and specialized care for potentially critically injured patients. Undertriage remains a concern, particularly for patients without obvious vital sign derangements. This study evaluates the potential of biomarkers such as lactate, base deficit (BD), and blood glucose to improve triage score accuracy in identifying patients with severe injuries (Injury Severity Score [ISS] > 15) and predicting intensive care unit (ICU) admission without a high risk of severe injury (HRSI).
Methods:
This retrospective, single-center cohort study (2017-2021) included trauma patients with trauma team activation (TTA) due to mechanism of injury(MOI) and therefore only patients with moderate risk of severe injury criteria(MRSI). Exclusion criteria were any HRSI-criterion such as advanced airway management, Glasgow Coma Scale < 12, systolic blood pressure < 90 mmHg, and specific injury patterns. Biomarkers were collected upon emergency department (ED) admission. Logistic regression and receiver operating characteristic (ROC) curve analyses evaluated biomarker predictive value alone and in combination with existing triage scores.
Results:
The study population included 3371 TTAs of which we were able to include 302 in our study-group. 15% had ISS > 15. These patients had significantly higher lactate (2.38 ± 1.2 vs. 1.57 ± 0.75 mmol/L, p < 0.05), BD (-0.2 ± 5.0 vs. 1.7 ± 2.7 mmol/L, p < 0.05), and blood glucose (144.8 ± 46.0 vs. 118 ± 37.9 mg/dL, p < 0.05). Augmenting triage scores with lactate improved predictive accuracy, with the highest AUC (0.774) observed for the age-lactate model. ICU admission prediction was less robust (AUC = 0.674).
Conclusion:
Our findings suggest that biomarkers such as lactate could strengthen trauma triage scores, but prospective, multicenter validation is essential to confirm these preliminary results.
Related Concept Videos
Blood Studies for Cardiovascular System I: Cardiac Biomarkers
The essential diagnostic tools for detecting myocardial necrosis and monitoring individuals suspected of having acute coronary syndrome (ACS) include:
Troponins
Troponins, particularly cardiac troponins I and T, are the most precise and sensitive markers of myocardial injury. They are detectable within 4-6 hours of myocardial injury and remain...
Acute Coronary Syndrome III: Diagnostic studies
Blood Studies for Cardiovascular System II: CRP, Hcy, and Cardiac Natriuretic Peptide Markers
These markers indicate stress or strain on the heart muscle:
Natriuretic Peptides (BNP)
Cardiac myocytes produce these hormones in response to ventricular stretching...

