Evidence map›Paper›PMID 26349677›Full record

ArticleCritical care (London, England)2015

Development of metabolic and inflammatory mediator biomarker phenotyping for early diagnosis and triage of pediatric sepsis.

Beata Mickiewicz, Graham C Thompson, Jaime Blackwood, Craig N Jenne, Brent W Winston, Hans J Vogel, Ari R Joffe, Alberta Sepsis Network

Open access · goldAbstract read
In one paragraph

Article in Critical care (London, England), 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
3.7field-weighted citation impact, top 7% of its field
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

31 citing papers in PubMed, 55 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
  6. Review
  7. Host Response Biomarkers for Sepsis in the Emergency Room.Critical care (London, England) · 2023
    Review
  8. Article
  9. Review
  10. Precision diagnostics in children.Cambridge prisms. Precision medicine · 2023
    Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Metabolites · 2020
    Article
  18. Article
  19. Precision medicine in pediatric sepsis.Current opinion in pediatrics · 2019
    Review
  20. Data Science for Child Health.The Journal of pediatrics · 2019
    Review
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 at 2 institutions in 1 country.

Beata MickiewiczBio-NMR Center, Department of Biological Sciences, University of Calgary, Calgary, AB, Canada. bmmickie@ucalgary.ca.
Graham C ThompsonDivision of Emergency Medicine, Department of Pediatrics, University of Calgary, Calgary, AB, Canada. graham.thompson@albertahealthservices.ca.
Jaime BlackwoodDivision of Pediatric Critical Care Medicine, Department of Pediatrics, University of Alberta, 4-546 Edmonton Clinic Health Academy; 11405 87 Avenue, Edmonton, AB, T6G 1C9, Canada. Jaime.blackwood@albertahealthservices.ca.
Craig N JenneCalvin, Phoebe and Joan Snyder Institute for Chronic Diseases, University of Calgary, Calgary, AB, Canada. cnjenne@ucalgary.ca.
Brent W WinstonDepartment of Critical Care Medicine, University of Calgary, Calgary, AB, Canada. bwinston@ucalgary.ca.
Hans J VogelBio-NMR Center, Department of Biological Sciences, University of Calgary, Calgary, AB, Canada. vogel@ucalgary.ca.
Ari R JoffeDivision of Pediatric Critical Care Medicine, Department of Pediatrics, University of Alberta, 4-546 Edmonton Clinic Health Academy; 11405 87 Avenue, Edmonton, AB, T6G 1C9, Canada. ari.joffe@albertahealthservices.ca.
Alberta Sepsis Network
University of Calgary · CAAlberta Health Services · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe first steps in goal-directed therapy for sepsis are early diagnosis followed by appropriate triage. These steps are usually left to the physician's judgment, as there is no accepted biomarker available. We aimed to determine biomarker phenotypes that differentiate children with sepsis who require intensive care from those who do not.

methodsWe conducted a prospective, observational nested cohort study at two pediatric intensive care units (PICUs) and one pediatric emergency department (ED). Children ages 2-17 years presenting to the PICU or ED with sepsis or presenting for procedural sedation to the ED were enrolled. We used the judgment of regional pediatric ED and PICU attending physicians as the standard to determine triage location (PICU or ED). We performed metabolic and inflammatory protein mediator profiling with serum and plasma samples, respectively, collected upon presentation, followed by multivariate statistical analysis.

resultsNinety-four PICU sepsis, 81 ED sepsis, and 63 ED control patients were included. Metabolomic profiling revealed clear separation of groups, differentiating PICU sepsis from ED sepsis with accuracy of 0.89, area under the receiver operating characteristic curve (AUROC) of 0.96 (standard deviation [SD] 0.01), and predictive ability (Q(2)) of 0.60. Protein mediator profiling also showed clear separation of the groups, differentiating PICU sepsis from ED sepsis with accuracy of 0.78 and AUROC of 0.88 (SD 0.03). Combining metabolomic and protein mediator profiling improved the model (Q(2) =0.62), differentiating PICU sepsis from ED sepsis with accuracy of 0.87 and AUROC of 0.95 (SD 0.01). Separation of PICU sepsis or ED sepsis from ED controls was even more accurate. Prespecified age subgroups (2-5 years old and 6-17 years old) improved model accuracy minimally. Seventeen metabolites or protein mediators accounted for separation of PICU sepsis and ED sepsis with 95% confidence.

conclusionsIn children ages 2-17 years, combining metabolomic and inflammatory protein mediator profiling early after presentation may differentiate children with sepsis requiring care in a PICU from children with or without sepsis safely cared for outside a PICU. This may aid in making triage decisions, particularly in an ED without pediatric expertise. This finding requires validation in an independent cohort.

Indexed as

Acute-Phase ProteinsAdolescentAge FactorsBiomarkersBlood ProteinsChemokinesChildChild, PreschoolCytokinesEarly DiagnosisEmergency Service, HospitalFemaleHumansInflammationIntensive Care Units, PediatricMaleAcute-Phase ProteinsBiomarkersBlood ProteinsChemokinesCytokines

Identifiers

PMID26349677
PMCPMC4563828
OpenAlexW2104012929

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.