Evidence map›Paper›PMID 42130777›Full record

ArticleFrontiers in medicine2025

Diagnostic value of gut microbiota profiling and circulating biomarkers to predict post-stroke infection in acute ischemic stroke.

Weny Rinawati, Aryati Aryati, Abdulloh Machin, Stefan Kiechl, Gregor Broessner

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In one paragraph

Article in Frontiers in medicine, 2025. 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

5 authors.

Weny RinawatiDoctoral Program in Medical Science, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia.
Aryati AryatiDepartment of Clinical Pathology, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia.
Abdulloh MachinDr. Soetomo General Academic Hospital, Surabaya, Indonesia.
Stefan KiechlDepartment of Neurology, Medical University of Innsbruck, Innsbruck, Austria.
Gregor BroessnerDepartment of Neurology, Medical University of Innsbruck, Innsbruck, Austria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Post-stroke infection (PSI), particularly pneumonia and urinary tract infection, is a common and serious complication after acute ischemic stroke (AIS). Current diagnostic biomarkers provide limited accuracy when used in isolation. This study aimed to evaluate the diagnostic value of circulating biomarkers and gut microbiota profiling, both individually and in combination, to predict PSI in AIS patients. Methods: We conducted a prospective observational study at Prof. Dr. dr. Mahar Mardjono National Brain Center Hospital, Jakarta. A total of 80 AIS patients admitted within 24 h of onset were enrolled and followed for 7 days to assess PSI. Blood samples were analyzed for NMDAR, butyrate, TMAO, RANKL, iFABP, and LPS. Stool samples were collected for 16S rRNA sequencing. Diagnostic performance was evaluated using ROC curves, with AUC, sensitivity, and specificity calculated. Multivariate logistic regression models were constructed to assess independent predictors and combined diagnostic accuracy. Results: PSI occurred in 37/80 patients (46.3%). NMDAR showed the highest diagnostic performance (AUC 0.911; sensitivity 86.5%; specificity 90.7), followed by iFABP (AUC 0.894), LPS (AUC 0.896), RANKL (AUC 0.881), butyrate (AUC 0.866), and TMAO (AUC 0.865). Gut microbiota analysis revealed reduced evenness and dominance imbalance in infected patients, with enrichment of pathogenic taxa ( Conclusion: Integrating circulating biomarkers with gut microbiota profiling significantly enhances early prediction of PSI in AIS. These findings highlight the role of the gut-brain-immune axis in post-stroke complications and support combined biomarker-microbiota models for risk stratification and preventive strategies.

Indexed as

acute ischemic strokebiomarkersdiagnostic accuracygut microbiotapost-stroke infection

Identifiers

PMID42130777
PMCPMC13160763

What Socratic holds

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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.