Evidence map›Paper›PMID 41229429›Full record

ArticleFrontiers in immunology2025

Diagnostic efficiency of inflammatory signatures to distinguish isolated candidemia from candidemia with bacterial co-infection.

Magdalena Mnichowska-Polanowska, Bartłomiej Grygorcewicz, Barbara Dołęgowska, Agnieszka Boroń, Agata Michnowska, Konrad Jarosz, Magdalena Adamowicz, Bartosz Wojciuk

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Magdalena Mnichowska-PolanowskaDepartment of Microbiology, Immunology and Laboratory Medicine, Pomeranian Medical University in Szczecin, Szczecin, Poland.
Bartłomiej GrygorcewiczDepartment of Genomics and Forensic Genetics, Pomeranian Medical University in Szczecin, Szczecin, Poland.
Barbara DołęgowskaDepartment of Laboratory Medicine, Pomeranian Medical University in Szczecin, Szczecin, Poland.
Agnieszka BorońDepartment of Clinical and Molecular Biochemistry, Pomeranian Medical University in Szczecin, Szczecin, Poland.
Agata MichnowskaDepartment of Immunological Diagnostics, Pomeranian Medical University in Szczecin, Szczecin, Poland.
Konrad JaroszClinic of Anesthesiology and Intensive Therapy, Teaching Hospital No 1, Pomeranian Medical University in Szczecin, Szczecin, Poland.
Magdalena AdamowiczClinic of Anesthesiology and Intensive Therapy, Teaching Hospital No 1, Pomeranian Medical University in Szczecin, Szczecin, Poland.
Bartosz WojciukDepartment of Immunological Diagnostics, Pomeranian Medical University in Szczecin, Szczecin, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: To identify the differences in inflammatory response between critically ill patients responding to combined bacterial-fungal sepsis and those with isolated fungal sepsis. Methods: A retrospective case-control study compared ICU patients who were exposed (n=24) and unexposed (n=20) to candidemia. Two exposure modes were analyzed: isolated candidemia (C; n=12) versus candidemia with bacterial co-infection (BC; n=12). Targeted proximity extension assay (PEA) was used to examine differences in serum inflammatory proteome between groups. Differential inflammatory proteins served as input for a logistic regression model to validate their effectiveness in discrimination. Results: Two major clusters-candidemia cases and controls-were identified based on differential protein expression analysis. In five-fold cross-validation, LAP-TGF beta-1 was identified as the main driver, effectively distinguishing isolated candidemia [AUC 0.95; 95% CI 0.853-1.000]. TRANCE and IL-17C showed potential as a diagnostic signature indicating bacterial co-infection in the context of candidemia. Discussion: The three-protein logistic regression panel (LAP-TGF beta-1, TRANCE and IL-17C) differentiated cases with isolated candidemia from those with candidemia and bacterial co-infection [AUC 0.82; 95% CI 0.629-0.968]. A three-protein inflammatory signature distinguished isolated fungal sepsis from combined bacterial-fungal sepsis. This study is the first to explore the inflammatory response to differentiate isolated candidemia from candidemia with bacterial co-infection.

Indexed as

Bacterial InfectionsCandidemiaCoinfectionInflammationAdultAgedBiomarkersCase-Control StudiesDiagnosis, DifferentialFemaleHumansInterleukin-17MaleMiddle AgedRetrospective StudiesTransforming Growth Factor beta1BiomarkersInterleukin-17Transforming Growth Factor beta1candidemiacritically ill patientinflammatory responseintensive careproteomics

Identifiers

PMID41229429
PMCPMC12602200

What Socratic holds

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Registered trials

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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 Socratic graph.