Evidence map›Paper›PMID 41484588›Full record

ArticleChild's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery2026

Performance and accuracy of blood glucose and neutrophil-lymphocyte ratio as predictors of mortality in children and adolescents with traumatic brain injury.

José Roberto Tude Melo, Caio Vinicius de Almeida Chaves, Cindy Kawano, Isabela Zampirolli Leal, Maria Antonia Coladeti Fernandes, Stephannie Monaco Bodra, Jean Gonçalves de Oliveira, José Carlos Esteves Veiga

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Article in Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Expanding the role of NLR and glucose in pediatric TBI: implications for lesion type and coagulopathy.Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

José Roberto Tude MeloDivision of Neurosurgery of the Department of Surgery, Santa Casa of São Paulo School of Medical Sciences, São Paulo, Brazil. robertotude@gmail.com.ORCID 0000-0001-7794-4147
Caio Vinicius de Almeida ChavesSchool of Medical Sciences, Santa Casa of São Paulo, São Paulo, Brazil.ORCID 0009-0007-2367-0209
Cindy KawanoSchool of Medical Sciences, Santa Casa of São Paulo, São Paulo, Brazil.ORCID 0009-0004-8201-1789
Isabela Zampirolli LealSchool of Medical Sciences, Santa Casa of São Paulo, São Paulo, Brazil.ORCID 0009-0009-6803-9060
Maria Antonia Coladeti FernandesSchool of Medical Sciences, Santa Casa of São Paulo, São Paulo, Brazil.ORCID 0009-0006-1439-927X
Stephannie Monaco BodraSchool of Medical Sciences, Santa Casa of São Paulo, São Paulo, Brazil.ORCID 0009-0006-4549-8190
Jean Gonçalves de OliveiraDivision of Neurosurgery of the Department of Surgery, Santa Casa of São Paulo School of Medical Sciences, São Paulo, Brazil.ORCID 0000-0002-7274-7715
José Carlos Esteves VeigaDivision of Neurosurgery, Department of Surgery, Santa Casa of São Paulo, Hospital and School of Medical Sciences, São Paulo, Brazil.ORCID 0000-0002-7723-4396

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeBiomarkers are used to establish the diagnosis, staging, and prognosis of diseases. The scope of this study was to assess and compare the performance and accuracy of blood glucose (BG) and neutrophil-lymphocyte ratio (NLR) as predictive biomarkers of mortality in children with traumatic brain injury (TBI).

methodsCross-sectional analytical study through the review of consecutive medical records of children and adolescents (< 17 years) with TBI. The results of blood samples collected in the first 24 h after trauma were reviewed, considering BG ≥ 200 mg/dL or 11.1 mmol/L and NLR ≥ 11 as cutoff points. The receiver operating characteristic (ROC) curve was applied to verify and compare the performance of both biomarkers as predictors of in-hospital mortality. The odds ratio (OR), sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV), accuracy, and likelihood of both biomarkers were calculated.

resultsOf the 131 children included in the analyses, 13% had hyperglycemia, predominantly those with severe TBI (30% vs. 4%; p = 0003). NLR values ≥ 11 were identified in 21% of the sample, also predominating in children with severe TBI (54% vs. 15%; p = 0.01). The performance of BG and NLR was respectively 0.81 and 0.65 considering the area under the ROC curve. BG presented an accuracy of 88% and NLR of 79% as predictive biomarkers of mortality.

conclusionBG presented better performance and accuracy than NLR, although both biomarkers presented high NPV to identify children at lower risk of death.

Indexed as

Blood GlucoseBrain Injuries, TraumaticLymphocytesNeutrophilsAdolescentBiomarkersChildChild, PreschoolCross-Sectional StudiesFemaleHumansInfantMalePredictive Value of TestsPrognosisRetrospective StudiesBiomarkersBlood GlucoseBiomarkersBrain damageHyperglycemiaImmunological factors

Identifiers

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Registered trials

None linked

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 Socratic graph.