CTA-based Plaque-RADS can be reliably applied in routine clinical practice to categorize nonstenotic carotid plaques in ESUS, with ipsilateral high-risk plaques strongly associated with the index stroke side, lower prevalence of competing cardioembolic sources, and increased ipsilateral recurrence, supporting their role as a distinct causal mechanism within ESUS.
Key Findings
Results
Inter-rater agreement for CTA-based Plaque-RADS classification of nonstenotic carotid plaques was excellent.
Cohen κ = 0.83, p < 0.001
Assessment was performed in a cohort of 512 consecutive ESUS patients
The classification system used a modified CTA-based Plaque-RADS with categories 1-4 based on wall thickness, ulceration, intraplaque hemorrhage, and intraluminal thrombus
Results
High-risk Plaque-RADS scores were significantly more frequent ipsilateral to the stroke than contralateral.
Ipsilateral high-risk Plaque-RADS prevalence: 21.3% vs contralateral 11.9%
Adjusted odds ratio 2.65, 95% CI 1.73–4.06, p < 0.001
109 of 512 patients (21.3%) had ipsilateral high-risk (categories 3–4) and 403 (78.7%) had low-risk (categories 1–2) Plaque-RADS scores
Results
Ipsilateral high-risk Plaque-RADS scores were inversely associated with atrial cardiopathy as a competing cardioembolic source.
Atrial cardiopathy prevalence: 34.9% in high-risk vs 39.2% in low-risk Plaque-RADS group
Adjusted odds ratio 0.59, 95% CI 0.36–0.96, p = 0.036
Results
Ipsilateral high-risk Plaque-RADS scores were inversely associated with high-risk patent foramen ovale as a competing cardioembolic source.
High-risk PFO prevalence: 2.7% in high-risk vs 21.8% in low-risk Plaque-RADS group
Adjusted odds ratio 0.14, 95% CI 0.03–0.60, p = 0.008
Results
Ipsilateral high-risk Plaque-RADS scores were inversely associated with atrial fibrillation detected after stroke.
Atrial fibrillation detected after stroke: 8.4% in high-risk vs 17.5% in low-risk Plaque-RADS group
Adjusted subdistribution hazard ratio 0.46, 95% CI 0.23–0.95, p = 0.037
Analysis performed using competing risks survival analysis
Results
Ipsilateral high-risk Plaque-RADS scores were significantly associated with an increased risk of ipsilateral stroke recurrence during follow-up.
Ipsilateral stroke recurrence: 11.2% in high-risk vs 3.0% in low-risk Plaque-RADS group
Adjusted subdistribution hazard ratio 3.19, 95% CI 1.15–8.83, p = 0.026
Overall stroke recurrence did not significantly differ between groups
Follow-up period spanned January 2016 to June 2025 in a single-center cohort
Methods
The study population consisted of 512 consecutive ESUS patients with unilateral anterior circulation stroke and neck CTA.
Median age 70 years, 47.8% women
Single-center cohort study with both retrospective and prospective enrollment from January 2016 to June 2025
Patients were included if they had unilateral anterior circulation stroke and available neck CTA
Cascio Rizzo A, Schwarz G, Bellavia S, Magi A, Pero G, Macera A, et al.. (2026). CTA-Based Plaque-RADS to Assess Etiologic Role of Nonstenotic Carotid Plaques in Patients With Embolic Stroke of Undetermined Source.. Neurology. https://doi.org/10.1212/WNL.0000000000214801