Neuroanesthesia & neurocritical care

Secondary Neurologic Deterioration After Moderate Traumatic Brain Injury: Development of a Multivariable Prediction Model and Proposition of a Simple Triage Score

Anesth AnalgPublished Retrospective cohort study and prediction model development

Authors' conclusion

In this study, we demonstrate that moTBI patients have a significant risk of SND. A simple weighted score at hospital admission could be able to detect patients at risk of SND.

Study context

Population
Adults admitted to an academic trauma center for moderate TBI (GCS 9–13), January 2016 to January 2019
Participants
142 adults
Outcome
Secondary neurologic deterioration (SND): GCS decrease >2 points from admission without sedation, or neurologic deterioration requiring intervention (mechanical ventilation, sedation, osmotherapy, intensive care unit (ICU) transfer or neurosurgery)
Follow-up
First week
Methodological detailssingle-centre, logistic regression, bootstrap internal validation
  • Single-centre
  • Logistic regression
  • Bootstrap internal validation

Main finding

As reported in the abstract

SND incidence and independent predictors
Odds ratio (95% CI)P value
Age above 60 years
3.45(1.45–8.48)
P = 0.005
Brain frontal contusion
3.22(1.31–8.49)
P = 0.01
Prehospital or admission arterial hypotension
4.86(2.03–12.60)
P = 0.006
Marshall CT score of 6
3.25(1.31–8.20)
P = 0.01
Patients with secondary neurologic deterioration (SND)
46 (32%)

Observational data: associations, not effects.

Further findings

14-day mortality

14-day mortality rate
18.4%

SND score (range 0-10: age >60 y 3 points, hypotension 3, frontal contusion 2, Marshall computed tomography (CT) 6 2) discrimination

AUC
0.73 (95% CI, 0.65-0.82)

SND score of 3 to predict SND

Sensitivity
85%
Specificity
50%
NPV
87%
PPV
44 %

Original publication

Secondary Neurologic Deterioration After Moderate Traumatic Brain Injury: Development of a Multivariable Prediction Model and Proposition of a Simple Triage Score. Anesth Analg. Published 25 April 2023. doi:10.1213/ane.0000000000006460

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