ArticleJournal of neuroinflammation2023
Early peripheral blood gene expression associated with good and poor 90-day ischemic stroke outcomes.
Article in Journal of neuroinflammation, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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Who cites it
29 citing papers in PubMed.
- Mitoxyperiosis Defines a Monocyte-driven Inflammatory Endotype in Ischemic Stroke: Multi-cohort Transcriptomic and Single-cell CITE-seq Analysis.Journal of molecular neuroscience : MN · 2026Article
- Next-Generation Stroke Biomarkers: Bridging the Gap Between Innovation and Translation.Journal of clinical medicine · 2026Review
- Blood RNA Biomarker Signatures for Early Diagnosis and Prognosis in Ischemic and Hemorrhagic Stroke: The IBIS-CT1 Study.Annals of clinical and translational neurology · 2026Article
- P2X7 receptor and neuroinflammation in neurodegenerative disorders: an autoradiography study with [ 18 F]JNJ-64413739.Nuclear medicine communications · 2026Article
- Molecular heterogeneity in human stroke - What can we learn from the peripheral blood transcriptome?Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2026Review
- Time-dependent changes in monocyte subsets and gene expression patterns are associated with long-term recovery in patients with ischemic stroke.Research square · 2026Article
- Targeting the intestinal TLR4-GABAJournal of neuroinflammation · 2026Article
- Advances in genetics and multi-omics for ischemic stroke: from pathogenesis to clinical translation.Frontiers in genetics · 2026Review
- Discovery and validation of programmed cell death-associated key biomarker genes in ischemic stroke via ssGSEA/WGCNA and LASSO-SVM-RFE.Frontiers in molecular biosciences · 2026Article
- Early peripheral blood gene expression predicts 90-day outcomes following subarachnoid hemorrhage.Journal of neuroinflammation · 2025Article
- Exploring biomarkers related to coagulation and immunity in myocardial infarction based on bioinformatics.Scientific reports · 2025Article
- Characterization of PANoptosis-based markers for ischemic stroke and their appealing implications in improving prognosis and in glioma patients.Discover oncology · 2025Article
- Plasma proteomics uncovers divergent molecular signatures in ischemic stroke and intracerebral hemorrhage.Biomarker research · 2025Article
- Review
- When Heroes Fall: Reduced Expression of Heat-Resistant Obscure Proteins in Ischemic Stroke.Neuromolecular medicine · 2025Article
- Identification of Mitochondrial and Succinylation Modification-Related Gene Signature in Ischemic Stroke.Molecular neurobiology · 2025Article
- Machine Learning-Driven Identification of Blood-Based Biomarkers and Therapeutic Agents for Personalized Ischemic Stroke Management.Journal of cardiovascular translational research · 2025Article
- Genetic Architecture of Ischemic Stroke: Insights from Genome-Wide Association Studies and Beyond.Journal of cardiovascular development and disease · 2025Review
- Shared genetic architecture between stroke and blood lipids: a large-scale genome-wide cross-trait analysis.Human genomics · 2025Article
- Danshenol B alleviates central post-stroke pain by regulating the PIK3CG/NLRP3 signaling pathway.Journal of translational medicine · 2025Article
Corrections and comments
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Authors and funding
10 authors.
Funding
Abstract
backgroundThis study identified early immune gene responses in peripheral blood associated with 90-day ischemic stroke (IS) outcomes.
methodsPeripheral blood samples from the CLEAR trial IS patients at ≤ 3 h, 5 h, and 24 h after stroke were compared to vascular risk factor matched controls. Whole-transcriptome analyses identified genes and networks associated with 90-day IS outcome assessed using the modified Rankin Scale (mRS) and the NIH Stroke Scale (NIHSS).
resultsThe expression of 467, 526, and 571 genes measured at ≤ 3, 5 and 24 h after IS, respectively, were associated with poor 90-day mRS outcome (mRS ≥ 3), while 49, 100 and 35 genes at ≤ 3, 5 and 24 h after IS were associated with good mRS 90-day outcome (mRS ≤ 2). Poor outcomes were associated with up-regulated genes or pathways such as IL-6, IL-7, IL-1, STAT3, S100A12, acute phase response, P38/MAPK, FGF, TGFA, MMP9, NF-kB, Toll-like receptor, iNOS, and PI3K/AKT. There were 94 probe sets shared for poor outcomes vs. controls at all three time-points that correlated with 90-day mRS; 13 probe sets were shared for good outcomes vs. controls at all three time-points; and 46 probe sets were shared for poor vs. good outcomes at all three time-points that correlated with 90-day mRS. Weighted Gene Co-Expression Network Analysis (WGCNA) revealed modules significantly associated with 90-day outcome for mRS and NIHSS. Poor outcome modules were enriched with up-regulated neutrophil genes and with down-regulated T cell, B cell and monocyte-specific genes; and good outcome modules were associated with erythroblasts and megakaryocytes. Finally, genes identified by genome-wide association studies (GWAS) to contain significant stroke risk loci or loci associated with stroke outcome including ATP2B, GRK5, SH3PXD2A, CENPQ, HOXC4, HDAC9, BNC2, PTPN11, PIK3CG, CDK6, and PDE4DIP were significantly differentially expressed as a function of stroke outcome in the current study.
conclusionsThis study suggests the immune response after stroke may impact functional outcomes and that some of the early post-stroke gene expression markers associated with outcome could be useful for predicting outcomes and could be targets for improving outcomes.
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