👤 Sara Ahmadova

Identifying reliable circulating biomarkers is crucial for improving the diagnosis and risk stratification of patients with ischemic stroke. In this study, we evaluated several whole-blood circulating miRNAs (miR-106b-5p, miR-16-5p, miR-15b-5p, let-7e-5p, and miR-125a-3p/-5p) to determine their diagnostic and disease severity in acute ischemic stroke (AIS). Sixty AIS patients and thirty age- and sex-matched controls were included. Whole-blood miRNAs were quantified at admission and on day 7. Statistical analyses included ROC curves, multivariate logistic regression, and SHAP-based machine learning. Bioinformatic analyses assessed predicted miRNA targets, pathway enrichment, and interaction networks. MiR-125a-3p was significantly reduced in AIS at both time points, while miR-125a-5p was elevated at admission and decreased by day 7. Both miRNAs showed moderate diagnostic value (AUC 0.675 and 0.712, respectively). Higher admission levels of miR-16-5p were strongly associated with greater neurological deficit (NIHSS) and unfavorable outcome (mRS ≥ 3). Multivariate analyses confirmed high miR-16-5p and elevated CRP as independent predictors of poor outcome. Bioinformatic analyses revealed that miR-16-5p targets were enriched in pathways relevant to ischemic injury, including hypoxia response, platelet activation, coagulation, TGF-β and BDNF signaling. A target-interaction network highlighted IL6, FN1, TGFB1, ICAM1, and TLR4 as central nodes linking miR-16-5p to ischemia-inflammatory mechanisms in AIS. Circulating miRNAs display distinct expression patterns in the acute phase of AIS. miR-16-5p emerges as a promising biomarker associated with stroke severity and unfavorable outcome, while miR-125a-3p and miR-125a-5p show potential diagnostic utility. These findings strengthen mechanistic links between platelet-derived miRNAs and ischemic stroke biology. Larger, longitudinal studies integrating functional validation are warranted to confirm their clinical value. Show less

In this study, we applied microarray, bioinformatics, and qRT-PCR techniques to identify miRNAs and their target genes in plasma obtained from acute ischemic stroke patients and matching controls. Microarray analyses were performed with 24-h acute ischemic stroke vs. healthy individuals and CV-risk factors matched control group plasma samples. Statistical analysis of gene expression was performed using TAC and R, with a focus on robust methods suitable for the small sample size, and miRNA target prediction was conducted using a previously established in-house wizbionet R package. Top non-coding regulators of ischemia (miR-18a-5p, miR-4467, miR-199a-5p and miR-3135b) and their predicted target genes (ANKRD12, HIF1A, GNAI2, GRIN1) were detected via qRT-PCR. 146 upregulated and 258 downregulated differentially expressed RNAs were detected by microarray analysis. Using the multiMiR R package for target prediction, 67 upregulated and 125 downregulated mRNAs were mapped. Functional enrichment analysis revealed that upregulated miRNAs were associated with pathways like BDNF and IL-2 signaling, while downregulated miRNAs were linked to neurodevelopmental and NGF pathways. MiR-18a-5p and miR-199a-5p were significantly elevated in stroke patients at both day 1 and day 7 compared to healthy individuals and CV-matched controls ( Our integrated miRNA/mRNA analysis identified distinct molecular signatures in acute ischemic stroke, with 146 upregulated and 258 downregulated RNAs, implicating key neuroinflammatory and neuroprotective pathways, including BDNF, IL-2, and NGF signaling. Among the validated candidates, miR-199a-5p, miR-3135b, miR-4467, and miR-18a-5p demonstrated diagnostic potential, while miR-4467, together with GNAI2 and HIF1A, showed post-stroke dynamic relevance, reflecting early transcriptomic adaptations following ischemic injury. [Image: see text] The online version contains supplementary material available at 10.1186/s12920-025-02302-5. Show less