This study was approved by the Ethics Committee of QianWei Hospital of Jilin Province (approval number: JPQWIRB-LW260623). All research procedures complied with the ethical requirements of the Declaration of Helsinki, and all enrolled patients and their families signed written informed consent. All the materials used in this study are listed in the Table of Materials.
Study subjects
A total of 131 inpatients with AIS admitted to our hospital from January 2023 to December 2024 were enrolled as the case group. Inclusion criteria: Inclusion criteria were as follows: participants met the diagnostic criteria of Chinese Guidelines for the Diagnosis and Treatment of Acute Ischemic Stroke 2023 and diagnosis was confirmed by cranial DWI/MRI; participants were admitted to hospital within 72 h of onset, with blood samples collected prior to pharmacotherapy; participants were aged ≥ 18 years with complete clinical data and able to complete 90-day follow-up.
Exclusion criteria: Participants were excluded if they had other cerebrovascular diseases, such as cerebral hemorrhage, subarachnoid hemorrhage, and transient ischemic attack (TIA), or if they presented with concurrent severe infection, autoimmune disease, malignant tumor, severe hepatic and renal insufficiency, or hematological disease. Individuals with a history of major surgery, trauma, or myocardial infarction within the previous 3 months, or those who had used immunosuppressants or glucocorticoids prior to admission, were also excluded. In addition, participants with a prior stroke history accompanied by severe neurological deficit (modified Rankin Scale score ≥ 3) were not eligible for enrollment, nor were pregnant or lactating individuals, patients who were lost to follow-up, or those with incomplete clinical data.
Meanwhile, 125 healthy individuals with age- and sex-matched characteristics were enrolled from the Physical Examination Center of our hospital as the control group. Inclusion criteria for controls: Eligible healthy controls had no history of cerebrovascular disease or neurological symptoms, and no abnormal findings were identified on cranial computed tomography or magnetic resonance imaging. All control participants had no severe underlying systemic diseases, and all routine physical examination indicators were within the normal reference ranges. None of the controls had a history of infection, trauma, or surgery within the previous 3 months, and the age and sex distributions of the control group were matched with those of the case group.
Sample collection and processing
For the case group, 5 mL of fasting peripheral venous blood was collected within 24 h after admission (before thrombolysis, antiplatelet, statin, and other drug treatments). For the control group, 5 mL of fasting peripheral venous blood was collected on the day of physical examination. All blood samples were collected in EDTA anticoagulant tubes. Within 2 h post-collection, samples were subjected to centrifugation at 1000 × g for 15 min under 4 ˚C conditions. The supernatant serum was separated, subdivided into RNase-free EP tubes, and stored in a -80 ˚C ultra-low temperature freezer to avert repeated freeze-thaw events.
Detection of serum miR-508-3p expression by qRT-PCR
Total RNA was extracted from a 100 µL serum sample using TRIzol reagent following the manufacturer’s instructions. RNA concentration and purity were measured using a UV spectrophotometer. RNA with an OD260/OD280 ratio between 1.8 and 2.0 was considered qualified. RNA was reverse-transcribed into cDNA using a commercial miRNA first-strand synthesis kit according to the protocol, and stored at 4 ˚C. qRT-PCR amplification was performed using cDNA as the template. Each sample was run in triplicate, with U6 as the internal reference.
Primer sequences: miR-508-3p forward: 5'-GCCGAGTTCCTGATTTTGT-3', reverse: 5'-GTGCAGGGTCCGAGGT-3', U6 forward: 5'-CTCGCTTCGGCAGCA CA-3', reverse: 5'-AACGCTTCACGAATTTGCGT-3'. To quantify the relative expression of serum miR-508-3p, we adopted the 2⁻ΔΔCt method, with U6 serving as the internal reference and the average expression of the healthy control group as the calibrator for normalization.
Detection of serum inflammatory factor levels by ELISA
The levels of IL-6, IL-1β, TNF-α, and CRP in serum samples from both groups were determined using ELISA, with all operations performed strictly following the instructions supplied by the kit manufacturer. Each sample was tested in duplicate. The absorbance at the corresponding wavelength was measured using a microplate reader. A standard curve was plotted based on the standard products, and the actual concentrations of each inflammatory factor were calculated.
Clinical data collection and follow-up
A standardized case report form (CRF) was designed to collect baseline information for case group patients, covering age, sex, medical history (hypertension, diabetes, hyperlipidemia, atrial fibrillation, smoking, alcohol use), as well as clinical measures, including NIHSS score at admission and routine lab findings.
All AIS patients were followed up for 90 days after onset via outpatient revisit or telephone interview. Using the modified Rankin Scale (mRS), functional prognosis was evaluated at 90 days after symptom onset, which was set as the study’s follow-up endpoint. Favorable functional prognosis was defined as an mRS score of 0–2, while an mRS score ≥3 was classified as poor functional prognosis, representing moderate to severe disability or death. The loss-to-follow-up rate was kept below 10%, and no patients were lost to follow-up in this study.
Cell culture
Human brain microvascular endothelial cells (HBMEC) were cultured in endothelial cell-specific ECM medium (containing 5% FBS, 1% endothelial cell growth supplement, and 1% penicillin-streptomycin double antibody) in a cell incubator at 37 ˚C with 5% CO₂ and saturated humidity. Cells were subcultured at 2–3 day intervals, and cells at passages 3–8 in the exponential growth phase and with optimal viability were selected for subsequent experiments.
Establishment of the OGD/R model
Ischemia‑reperfusion injury in AIS was modeled by subjecting cells to oxygen‑glucose deprivation and subsequent reoxygenation (OGD/R). Cells were subjected to removal of the original culture medium, washed twice gently with glucose‑free DMEM, and subsequently incubated in glucose‑free and serum‑free DMEM. Cells were cultured in a tri-gas incubator (37 ˚C, 94% N₂, 5% CO₂, 1% O₂) for 6 h of hypoxia. After hypoxia, the glucose-free medium was removed, replaced with normal complete medium, and cells were reoxygenated in a normal 5% CO₂ incubator at 37 ˚C for 24 h to establish the OGD/R model. Normal control group: cells were cultured in normal serum-containing medium in a conventional CO₂ incubator without hypoxia treatment.
Cell transfection
HBMECs seeded in 6-well plates (3 × 105 cells/well) were transfected with miR-508-3p mimics/inhibitors and matched NCs at 50 nmol/L using a commercial liposome transfection reagent. After 6 h of transfection, the medium was replaced with complete medium, and the cells were cultured for an additional 48 h. Transfection efficiency was verified by qRT-PCR, and only cells with transfection efficiency ≥ 80% were used for subsequent OGD/R experiments.
Verification of miR-508-3p expression after OGD/R
To verify whether the expression changes of miR-508-3p in the OGD/R model were in accordance with those observed in clinical specimens, cells were collected at 24 h after OGD/R intervention, and the relative expression of miR-508-3p was determined by qRT-PCR.
CCK-8 assay for cell viability
HBMEC cells were plated in 96‑well plates and subjected to group‑specific interventions. Then, 10 µL of CCK‑8 reagent was introduced to each well, followed by a 2‑hour incubation at 37 ˚C. The absorbance at 450 nm was measured using a microplate spectrophotometer, and relative cell viability was calculated from the resulting readings.
LDH release assay for cell injury
Cell culture supernatants from each group were collected. LDH release was detected according to the LDH kit instructions. The absorbance at 490 nm was measured using a microplate reader, and the LDH release rate was calculated.
Flow cytometry for cell apoptosis
For subsequent flow cytometric detection, cells in each group were first collected, washed twice with pre-cooled PBS, and then resuspended in 500 µL of binding buffer. After resuspension in binding buffer, 5 µL Annexin V-FITC and 5 µL PI were added to the samples in sequence, the mixture was gently mixed, and then incubated at room temperature in the dark for 15 min. The apoptotic rate was detected by flow cytometry.
Dual-luciferase reporter assay
The binding sites between miR-508-3p and SOCS3 3'UTR were predicted using the TargetScan database. Wild-type (WT) and mutant (MUT) SOCS3 3'UTR dual-luciferase reporter vectors were constructed, commercially synthesized, and verified by Sanger sequencing. 293T cells were seeded in 24-well plates and divided into four co-transfection groups when cell confluence reached 70%: WT vector with mimics NC, WT vector with miR-508-3p mimics, MUT vector with mimics NC, and MUT vector with miR-508-3p mimics. 48 h after transfection, dual-luciferase activity was assayed according to the manufacturer’s protocol, and relative activity was calculated using Renilla luciferase as an internal control.
Statistical analysis
Data were analyzed using SPSS 26.0 and GraphPad Prism 8.0. Measurement data were expressed as mean ± standard deviation, and compared using t-test / ANOVA (continuous variables) or χ2 test (categorical variables). Prior to formal analysis, outlier detection was performed for all continuous variables using descriptive statistics, boxplots, and Grubbs’ test at a significance threshold of p < 0.05. Cook’s distance was calculated to assess individual sample leverage, and a sensitivity analysis was conducted by re-running the core analyses after excluding extreme values to verify robustness of the results. The association of miR-508-3p expression with clinical indicators and inflammatory factors was systematically analyzed using the Spearman rank correlation test. The diagnostic efficacy of miR-508-3p was evaluated through ROC curve analysis with corresponding AUC calculation. Univariate logistic regression was first conducted for the following candidate variables: age, gender, overweight/obese (BMI‑derived categorical variable), hypertension, diabetes, hyperlipidemia, atrial fibrillation, drinking history, smoking history, admission NIHSS score, and miR‑508‑3p expression level. Variables with p<0.20 in univariate analysis were entered into the subsequent multivariate logistic regression model, including age, sex, hypertension, diabetes, hyperlipidemia, atrial fibrillation, admission NIHSS score, and miR‑508‑3p expression level. Multivariate logistic regression was performed to identify independent predictors of 90‑day poor functional outcome. p < 0.05 was considered statistically significant.