Evidence map›Paper›PMID 41068926›Full record

ArticleJournal of neuroinflammation2025

Transcriptomic profiling of thrombus-derived extracellular vesicles reveals PECAM-1 as a potential inflammatory marker for cardioembolic stroke patients.

Florencio J D Machado, Juan Marta-Enguita, María Herrera, Javier Marta-Moreno, José A Páramo, Tomás Segura, Gemma Serrano-Heras, Francisco Hernández-Fernández, Lourdes Arias-Salazar, Blanca Yélamos-Sanz and 6 more

Abstract read
In one paragraph

Article in Journal of neuroinflammation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
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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

16 authors.

Florencio J D MachadoLaboratory of Atherothrombosis, Cima Universidad de Navarra, Pamplona, Spain.
Juan Marta-EnguitaLaboratory of Atherothrombosis, Cima Universidad de Navarra, Pamplona, Spain.
María HerreraIdiSNA, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain.
Javier Marta-MorenoRed de Investigación Cooperativa Orientada a Resultados en Salud (RICORS)-Cerebrovascular Diseases, Instituto Salud Carlos III, Madrid, Spain.
José A PáramoLaboratory of Atherothrombosis, Cima Universidad de Navarra, Pamplona, Spain.
Tomás SeguraRed de Investigación Cooperativa Orientada a Resultados en Salud (RICORS)-Cerebrovascular Diseases, Instituto Salud Carlos III, Madrid, Spain.
Gemma Serrano-HerasRed de Investigación Cooperativa Orientada a Resultados en Salud (RICORS)-Cerebrovascular Diseases, Instituto Salud Carlos III, Madrid, Spain.
Francisco Hernández-FernándezRed de Investigación Cooperativa Orientada a Resultados en Salud (RICORS)-Cerebrovascular Diseases, Instituto Salud Carlos III, Madrid, Spain.
Lourdes Arias-SalazarRed de Investigación Cooperativa Orientada a Resultados en Salud (RICORS)-Cerebrovascular Diseases, Instituto Salud Carlos III, Madrid, Spain.
Blanca Yélamos-SanzResearch Unit, General University Hospital of Albacete, Albacete, Spain.
Beatriz ZandioIdiSNA, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain.
Nuria AymerichIdiSNA, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain.
Roberto MuñozIdiSNA, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain.
Rebeca BermejoIdiSNA, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain.
Carmen RoncalIdiSNA, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain. carmen.roncal@unavarra.es.
Josune OrbeLaboratory of Atherothrombosis, Cima Universidad de Navarra, Pamplona, Spain. josuneor@unav.es.

Funding

Instituto de Salud Carlos III PI22/00436Red de Investigación Cooperativa Orientada a Resultados en Salud - Enfermedades Vasculares Cerebral (RICORS-Ictus) RD24/0009/0028Red de Investigación Cooperativa Orientada a Resultados en Salud - Enfermedades Vasculares Cerebral RICORS-ICTUS RD21/0006/0008
6 · The paper itself

Abstract

Accurate etiological diagnosis ensures appropriate secondary prevention of ischemic stroke (IS) patients. However, about 25–40% of IS cases remain of undetermined origin (referred to as ESUS if an unknown embolic source is suspected), highlighting the need to improve diagnostic precision. To identify potential biomarkers of IS etiologies, we analyzed the transcriptomic content of extracellular vesicles (EVs) from thrombi obtained after thrombectomy, including patients with cardioembolic (CE, n = 10), atherothrombotic (AT, n = 10) and ESUS (n = 10) IS (discovery cohort). mRNA levels of those differentially expressed genes in thrombus EVs were determined in microvascular brain endothelial cells after stimulation, revealing PECAM-1, as the most promising candidate. Next, PECAM-1 levels were determined in thrombi (n = 65) and serum samples (n = 95) of an independent validation cohort of IS patients, using immunohistochemistry and ELISA respectively. The transcriptome profiling and bioinformatics analysis revealed 1,514 gene transcripts in thrombus EVs, of which 114 were differentially expressed in AT vs CE etiologies. The genes upregulated in EVs from CE thrombi were enriched in pathways related to cell surface interactions at the vascular wall, leukocyte migration and neutrophil degranulation. Consistent with the increased PECAM-1 expression in thrombus EVs from CE vs AT etiologies, the endothelial expression of PECAM-1 increased after thrombin exposure and diminished upon atherogenic stimulation (oxLDL and TNFα). Moreover, thrombus expression of PECAM-1 was localized predominantly in platelet rich areas containing or surrounded by inflammatory cells and fibrin, and was higher in CE stroke thrombi. Serum levels of PECAM-1 were associated [OR (95%CI) 1.52 (1.14–2.03), p = 0.004] with the severity of stroke at Hospital admission. These findings collectively suggest that the transcriptional study of thrombus EVs may be useful to unravel the molecular pathways behind thrombus formation, and to explore local biological differences between IS etiologies. Specifically, PECAM-1, an adhesion molecule implicated in immuno-inflammatory processes, was increased in thrombi EVs and thrombi of patients with CE IS. Regarding the use of PECAM-1 as systemic biomarker, it did not discriminate IS etiologies, but was positively correlated with worse neurological outcome, suggesting a possible role of PECAM-1 in processes leading to brain injury post-IS.

Indexed as

Embolic StrokeExtracellular VesiclesGene Expression ProfilingPlatelet Endothelial Cell Adhesion Molecule-1ThrombosisAgedBiomarkersCohort StudiesFemaleHumansInflammationMaleMiddle AgedBiomarkersPECAM1 protein, humanPlatelet Endothelial Cell Adhesion Molecule-1And inflammation related pathwaysDiagnosticExtracellular vesiclesIschemic StrokeThrombusTranscriptomes

Identifiers

PMID41068926
PMCPMC12512707

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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.