Evidence map›Paper›PMID 41789749›Full record

Observational studyUlusal travma ve acil cerrahi dergisi = Turkish journal of trauma & emergency surgery : TJTES2026

Early risk stratification in traumatic brain injury: An analysis of MEWS and rSIG scores in patients with isolated head trauma.

Ekim Sağlam Gürmen, Mustafa Yorgancıoğlu, Hakan Iğdeli

Abstract readObservational Study
In one paragraph

Observational study in Ulusal travma ve acil cerrahi dergisi = Turkish journal of trauma & emergency surgery : TJTES, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Ekim Sağlam GürmenDepartment of Emergency, Manisa Celal Bayar University School of Medicine, Manisa-Türkiye.
Mustafa YorgancıoğluDepartment of Emergency, İzmir Torbalı State Hospital, İzmir-Türkiye.
Hakan IğdeliDepartment of Emergency, Manisa Celal Bayar University School of Medicine, Manisa-Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTraumatic brain injury (TBI) is a major cause of trauma-related morbidity and mortality worldwide. Early identification of patients at risk of clinical deterioration is essential for optimizing emergency management. The Modified Early Warning Score (MEWS) and the reverse Shock Index multiplied by the Glasgow Coma Scale (rSIG) are simple, rapidly calculable tools that may assist clinicians in early prognostic assessment. This study aimed to evaluate the prognostic performance of MEWS and rSIG in predicting poor outcomes among patients with isolated head trauma.

methodsThis retrospective observational study included patients presenting to the emergency department of Manisa Celal Bayar University Hospital between June 2021 and June 2024 with isolated head trauma. Demographic, clinical, and laboratory data were retrieved from the hospital information system. MEWS, Shock Index (SI), reverse Shock Index (rSI), and rSIG values were calculated for each patient. Group comparisons were performed using nonparametric tests. Correlations were analyzed using Spearman coefficients. Receiver operating characteristic (ROC) curves were constructed to assess discriminative power, and binary logistic regression was used to identify independent predictors of poor outcomes, defined as intensive care unit admission and/or in-hospital mortality.

resultsA total of 705 patients (65.7% male; mean age 37.2+-27.0 years) were analyzed. Pathological cranial CT findings were present in 24.7%, and the overall mortality rate was 2.7%. Patients with poor outcomes exhibited significantly higher MEWS and SI values, whereas GCS, rSI, and rSIG were markedly lower (all p <0.001). ROC analysis showed moderate predictive ability for rSIG (AUC=0.701) and limited discriminative power for MEWS (AUC=0.610), with optimal cut-offs of ≤21.35 and ≥0.5, respectively. In multivariate analyses, MEWS and rSIG demonstrated independent prognostic significance for poor outcomes in separate models, with rSIG remaining significant in models excluding GCS. MEWS correlated positively with hospital stay (r=0.385, p<0.001), while rSIG showed a negative correlation (r=-0.252, p<0.001).

conclusionMEWS and rSIG are practical bedside tools that may support early risk stratification in patients with isolated head trauma. MEWS reflects early physiological deterioration, while rSIG provides complementary hemodynamic-neurological information and should be interpreted as an adjunct rather than a standalone triage instrument. Routine use of these scores may support early clinical decision-making and patient monitoring in the emergency setting when interpreted as adjuncts to standard clinical assessment.

Indexed as

Brain Injuries, TraumaticEarly Warning ScoreAdultCraniocerebral TraumaFemaleGlasgow Coma ScaleHospital MortalityHumansMaleMiddle AgedPrognosisRetrospective StudiesRisk AssessmentROC CurveTurkey

Identifiers

PMID41789749
PMCPMC13063231

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