ArticleBMC neurology2023
Multimodal ultrasound-based carotid plaque risk biomarkers predict poor functional outcome in patients with ischemic stroke or TIA.
Article in BMC neurology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed, 13 citations in OpenAlex.
- Carotid stiffness quantified through shear wave elastography and pulse wave velocity by ultrafast ultrasound for assessing cardiovascular risk.Quantitative imaging in medicine and surgery · 2026Article
- A Novel Dual-Modality Dual-View Hybrid Deep Learning-Machine Learning Framework for the Prediction of Carotid Plaque Vulnerability via Late Fusion.Diagnostics (Basel, Switzerland) · 2026Article
- Morphological and biomechanical characteristics of carotid plaques with mild stenosis using ultrafast and high-definition ultrasonography.European radiology · 2026Article
- AngioPLUS-derived carotid intraplaque neovascularization predicts recurrent anterior circulation stroke: a prospective cohort study.Frontiers in neurology · 2026Article
- Review
- Predictive value of contrast-enhanced ultrasound in assessing the risk of recurrent in ipsilateral anterior circulation ischemic stroke.BMC medical imaging · 2025Article
- Independent predictors of ischemic stroke: a comprehensive scan of the internal carotid and vertebrobasilar systems.Quantitative imaging in medicine and surgery · 2025Article
- Napkin-ring sign plaques are associated with cerebral small vessel disease.European journal of medical research · 2025Article
- Incremental clinical value of intraplaque neovascularization in predicting recurrent ischemic stroke.Annals of clinical and translational neurology · 2025Article
- Association between carotid plaque calcification and clinical outcomes of symptomatic cerebral small vessel disease.Frontiers in neurology · 2025Article
- Study on the prediction of short-term clinical changes after cerebral infarction using carotid plaque ultrasound strain elastography.Frontiers in neurology · 2025Article
- Retrospective study on the association between carotid plaque stability assessed by ultrasound imaging features and stroke risk.Frontiers in neurology · 2025Article
- Relationship between maximum carotid plaque area and prognosis of patients with acute ischaemic stroke.Irish journal of medical science · 2024Article
- Napkin-ring sign plaques are associated with clinical outcome in patients with acute ischemic stroke after endovascular therapy.Frontiers in neurologyArticle
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Authors and funding
11 authors at 3 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundCarotid vulnerable plaque is an important risk factor for stroke occurrence and recurrence. However, the relationship between risk parameters related to carotid vulnerable plaque (plaque size, echogenicity, intraplaque neovascularization, and plaque stiffness) and neurological outcome after ischemic stroke or TIA is unclear. This study investigates the value of multimodal ultrasound-based carotid plaque risk biomarkers to predict poor short-term functional outcome after ischemic stroke or TIA.
methodsThis study was a single-center, prospective, continuous, cohort study to observe the occurrence of adverse functional outcomes (mRS 2-6/3-6) 90 days after ischemic stroke or TIA in patients, where the exposure factors in this study were carotid plaque ultrasound risk biomarkers and the risk factors were sex, age, disease history, and medication history. Patients with ischemic stroke or TIA (mRS ≤3) whose ipsilateral internal carotid artery stenosis was ≥50% within 30 days were included. All patients underwent multimodal ultrasound at baseline, including conventional ultrasound, superb microvascular imaging (SMI), and shear wave elastography (SWE). Continuous variables were divided into four groups at interquartile spacing for inclusion in univariate and multifactorial analyses. After completion of a baseline ultrasound, all patients were followed up at 90 days after ultrasound, and patient modified neurological function scores (mRSs) were recorded. Multivariate Cox regression and ROC curves were used to assess the risk factors and predictive power for predicting poor neurological function.
resultsSMI revealed that 20 (30.8%) patients showed extensive neovascularization in the carotid plaque, and 45 (69.2%) patients showed limited neovascularization in the carotid plaque. SWE imaging showed that the mean carotid plaque stiffness was 51.49 ± 18.34 kPa (23.19-111.39 kPa). After a mean follow-up of 90 ± 14 days, a total of 21 (32.3%) patients had a mRS of 2-6, and a total of 10 (15.4%) patients had a mRS of 3-6. Cox regression analysis showed that the level of intraplaque neovascularization and plaque stiffness were independent risk factors for a mRS of 2-6, and the level of intraplaque neovascularization was an independent risk factor for a mRS of 3-6. After correcting for confounders, the HR of intraplaque neovascularization level and plaque stiffness predicting a mRS 2-6 was 3.06 (95% CI 1.05-12.59, P = 0.041) and 0.51 (95% CI 0.31-0.83, P = 0.007), respectively; the HR of intraplaque neovascularization level predicting a mRS 3-6 was 6.11 (95% CI 1.19-31.45, P = 0.031). For ROC curve analysis, the mRSs for intraplaque neovascularization level, plaque stiffness, and combined application to predict 90-day neurological outcome ranged from 2 to 6, with AUCs of 0.73 (95% CI 0.59-0.87), 0.76 (95% CI 0.64-0.89) and 0.85 (95% CI 0.76-0.95), respectively. The mRSs for the intraplaque neovascularization level to predict 90-day neurological outcome ranged from 3 to 6, with AUCs of 0.79 (95% CI 0.63-0.95).
conclusionIntraplaque neovascularization level and plaque stiffness may be associated with an increased risk of poor short-term functional outcome after stroke in patients with recent anterior circulation ischemic stroke due to carotid atherosclerosis. The combined application of multiple parameters has efficacy in predicting poor short-term functional outcome after stroke.
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