Evidence map›Paper›PMID 42541300›Full record

ArticleBrain & spine2026

Different predictors of neurosurgical intervention and mortality in moderate traumatic brain injury: a nationwide cohort study.

Olivia Kiwanuka, Niklas Marklund

Abstract read
In one paragraph

Article in Brain & spine, 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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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Olivia KiwanukaKarolinska Institutet, Department of Clinical Science and Education, Södersjukhuset, Stockholm, Sweden.
Niklas MarklundDepartment of Clinical Sciences Lund, Neurosurgery, Lund University, and Skåne University Hospital, Department of Neurosurgery, Lund, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Moderate traumatic brain injury (TBI) is heterogeneous. Admission and injury-related variables may predict outcomes differently, but their relative importance is unclear. Research question: Do admission and injury variables differ in predicting neurosurgical intervention and 30-day mortality in moderate TBI? Material and methods: In a nationwide retrospective cohort study using the Swedish Trauma Registry (SweTrau; 2018-2023), we included adults with moderate TBI (Glasgow Coma Scale 9-13). The primary outcome was neurosurgical intervention; the secondary outcome was 30-day mortality. For each, two multivariable logistic regression models were fitted: an admission model (demographics, comorbidity, physiology) and an injury model (injury severity and intracranial lesions). Discrimination was assessed using the area under the ROC curve (AUC), compared with DeLong's test, and reassessed within age strata (<65 and ≥ 65 years). Results: Among 1761 patients, 198 (11%) underwent neurosurgical intervention and 299 (17%) died within 30 days. The injury model discriminated intervention better than the admission model (AUC 0.84 vs 0.67), in both younger and older patients. For mortality the admission model discriminated better overall (0.84 vs 0.78), but only in older patients: among those <65, injury severity discriminated better (0.88 vs 0.72), whereas among those ≥65 the models were equivalent (0.73 vs 0.71). Increasing age was associated with higher mortality but lower odds of intervention. Discussion and conclusion: In moderate TBI, the information that identifies who needs surgery is not the information that predicts who will survive, and for survival that information itself changes with age. A single severity measure is therefore insufficient.

Indexed as

AgeModerate traumatic brain injuryMortalityNeurosurgical interventionTrauma registry

Identifiers

PMID42541300
PMCPMC13427528

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.