Evidence mapPaperPMID 40079561Full record

ReviewJournal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism2026

Molecular heterogeneity in human stroke - What can we learn from the peripheral blood transcriptome?

Boryana Stamova, Bodie Knepp, Fernando Rodriguez

Abstract readReview
In one paragraph

Review in Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism, 2026. 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. Article
  2. Article
  3. Article
  4. 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

3 authors.

Boryana StamovaDepartment of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA.ORCID 0000-0002-5440-8816
Bodie KneppDepartment of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA.ORCID 0000-0002-0761-8060
Fernando RodriguezDepartment of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA.ORCID 0000-0001-7582-482X

Funding

Whole Transcriptome Studies of Blood to Predict Stroke OutcomeR01NS127976 · UNIVERSITY OF CALIFORNIA AT DAVIS · 2025 to 2025
$642k
Biomarker Signatures for Delayed Cerebral Ischemia and Outcome Following Subarachnoid HemorrhageR33NS119345 · UNIVERSITY OF CALIFORNIA AT DAVIS · 2025 to 2025
$543k
NINDS NIH HHS R01 NS127976NINDS NIH HHS R33 NS119345
6 · The paper itself

Abstract

Stroke is a multifaceted disease with genetic and environmental components like diet and lifestyle. The central nervous and immune systems display complex interactions, with the peripheral immune response participating in brain injury and repair mechanisms following stroke. The bidirectional communication between the injured brain and peripheral blood presents an opportunity to investigate the molecular changes in the latter. There is substantial heterogeneity in stroke pathogenesis, pathophysiology, comorbidities, and response to treatment and outcome. This is captured and underscored by heterogeneity in the peripheral blood transcriptome. The current review highlights the role of the human peripheral blood transcriptome architecture for molecular phenotyping of different stroke etiologies and comorbidities, and for identifying underlying molecular correlates with clinically important variables and outcomes. Specific transcriptome features can potentially provide targets for clinical translation and for prioritizing genes and pathways for evaluation in experimental models. We also propose an approach to study the patient-specific transcriptional architecture and uncover the combinatorial heterogeneity in altered pathways in stroke patients that can also guide the search for treatment and prevention targets. Deciphering the molecular heterogeneity of stroke in a tissue that can be easily accessed and monitored, such as peripheral blood, may improve clinical trial success.

Indexed as

StrokeTranscriptomeAnimalsHumansgene expressionhemorrhagesex differencesStroketranscriptomics

Identifiers

PMID40079561
PMCPMC11907527

What Socratic holds

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LicenceCC BY-NC
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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 Socratic graph.