Evidence map›Paper›PMID 42263098›Full record

ArticlePloS one2026

Early mortality risk stratification in childhood bacterial meningitis using cerebrospinal fluid glucose and protein levels and their combinations: A multicontinental cohort study.

Markku Kallio, Tuula Pelkonen, Irmeli Roine, Heikki Peltola

Abstract readMulticenter Study
In one paragraph

Article in PloS one, 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

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Markku KallioNew Children's Hospital, University of Helsinki and Helsinki University Hospital, Finland.ORCID https://orcid.org/0000-0002-8310-1901
Tuula PelkonenNew Children's Hospital, University of Helsinki and Helsinki University Hospital, Finland.
Irmeli RoineFaculty of Medicine, University Diego Portales, Santiago, Chile.
Heikki PeltolaNew Children's Hospital, University of Helsinki and Helsinki University Hospital, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBacterial meningitis remains a major cause of death and neurological disability in children worldwide, particularly in low-resource settings where access to intensive care is limited. Cerebrospinal fluid (CSF) glucose, protein, and leukocyte concentrations are routinely measured at hospital presentation, yet their potential for early risk stratification - individually or in combination - has not been clearly defined. Because mortality risk is often difficult to assess at admission, identifying simple CSF-based thresholds that help clinicians recognize high-risk patients could improve triage and management globally. METHODS AND

findingsWe evaluated CSF glucose, protein and leukocyte levels in 1598 children with bacteriologically confirmed bacterial meningitis across six countries in Latin America, Angola, and Finland to determine their individual and combined associations with mortality and neurological outcome. CSF glucose, protein, and leukocyte counts were measured at admission and examined in relation to in-hospital mortality and neurological outcome at discharge, as assessed by the Glasgow Outcome Scale. CSF glucose and protein concentrations were categorized into five clinically interpretable groups. Mortality increased progressively with decreasing CSF glucose (from 8% to 29%) and with increasing protein concentrations (from 5% to 23%). Children with both low CSF glucose (<10 mg/dL) and high CSF protein (≥200 mg/dL) had a mortality rate of 27% compared with 1% among those with normal CSF glucose and protein. A CSF leukocyte count <500/µL was also associated with increased mortality. Lower CSF glucose (ρ = 0.24; P < .001) and higher protein (ρ = 0.15; P < .001) were both associated with poorer neurological outcomes.

conclusionsRoutine CSF markers available at the time of hospital admission provide prognostic information that supports risk stratification in pediatric bacterial meningitis. Simple CSF-based thresholds-particularly when CSF glucose and protein are interpreted in combination-may help identify high-risk children early and guide clinical prioritization in settings with limited critical care capacity.

Indexed as

Cerebrospinal Fluid ProteinsGlucoseMeningitis, BacterialAngolaChildChild, PreschoolCohort StudiesFemaleFinlandHospital MortalityHumansInfantLatin AmericaLeukocyte CountMaleRisk AssessmentCerebrospinal Fluid ProteinsGlucose

Identifiers

PMID42263098
PMCPMC13249170

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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.