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Updated: May 18, 2026

A Versatile Murine Model of Subcortical White Matter Stroke for the Study of Axonal Degeneration and White Matter Neurobiology
Published on: March 17, 2016
Extensive white matter changes predict stroke recurrence up to 5 years after a first-ever ischemic stroke
S Melkas1, G Sibolt, N K J Oksala
1Department of Neurological Sciences, University of Helsinki, and Department of Neurology, Helsinki University Central Hospital, Helsinki, Finland. susanna.melkas@hus.fi
Background:
White matter changes (WMCs), a surrogate for small-vessel disease (SVD), have been shown to be associated with a major negative influence on cognition, mood and functioning in daily life. We aimed to investigate whether severe WMCs are a risk factor for recurrent ischemic stroke in a long-term follow-up.
Methods:
320 consecutive patients admitted to hospital with a first-ever ischemic stroke were included in the study and followed up for 12 years using extensive national registers. Patients were aged between 55 and 85 years, with a mean age of 70.8 years. WMCs were rated using MRI and stratified into two grades: absent to moderate WMCs versus severe WMCs. Univariate analysis was performed using binary logistic regression analysis, Kaplan-Meier log rank analysis and life table function. To control for factors such as age, education and cardiovascular risk factors, a multivariate Cox regression proportional hazards analysis was made with forced entry.
Results:
At least one recurrent stroke, nonfatal or fatal, was diagnosed in 76 (23.8%) patients at 5 years and in 127 (39.7%) patients at 12 years. In univariate analysis, only advancing age was associated with WMCs. The cumulative 5-year recurrence risk was 24.5% [95% confidence interval (95% CI) 23.8-25.2] for patients with absent to moderate WMCs and 39.1% (95% CI 38.1-40.1) for patients with severe WMCs. The cumulative 12-year recurrence risk was 48.1% (95% CI 45.5-50.7) for patients with absent to moderate WMCs and 60.9% (95% CI 56.7-65.1) for patients with severe WMCs. In Cox regression proportional hazards analysis, independent predictors of recurrent stroke at 5 years were severe WMCs [hazard ratio (HR) 1.80, 95% CI 1.11-2.95], atrial fibrillation (HR 1.81, 95% CI 1.09-3.02), hypertension (HR 1.69, 95% CI 1.05-2.71) and peripheral arterial disease (HR 1.89, 95% CI 1.06-3.38). At 12 years, only increasing age remained as an independent predictor (HR 1.04, 95% CI 1.02-1.07). In receiver operating characteristic analysis, the area under the curve for severe WMCs was 0.58 (95% CI 0.51-0.65) for the prediction of stroke recurrence within 5 years.
Conclusions:
In our well-defined cohort of poststroke patients, the presence of severe WMCs was an indicator of stroke recurrence up to 5 years after a first-ever ischemic stroke. WMCs can be considered as an SVD marker that summarizes the effects of several classical risk factors on the small-vessel brain network and therefore can be used as a score for risk stratification of stroke recurrence. Our findings further underline the poor long-term prognosis of cerebral SVD.
Insights
Severe white matter changes (WMCs) indicate a higher risk of recurrent ischemic stroke within five years. WMCs serve as a marker for small vessel disease (SVD) and aid in stroke recurrence risk stratification.
Area of Science:
- Neurology
- Radiology
- Epidemiology
Background:
- White matter changes (WMCs) are linked to small vessel disease (SVD) and negatively impact cognition, mood, and daily functioning.
- The association between severe WMCs and recurrent ischemic stroke risk requires further investigation.
Purpose of the Study:
- To determine if severe WMCs are a risk factor for recurrent ischemic stroke.
- To evaluate the long-term prognosis of patients with severe WMCs after a first-ever ischemic stroke.
Main Methods:
- A cohort of 320 patients with first-ever ischemic stroke was followed for 12 years.
- White matter changes (WMCs) were assessed using MRI and categorized as absent-to-moderate or severe.
- Multivariate Cox regression analysis was employed to identify independent predictors of stroke recurrence, controlling for confounding factors.
Main Results:
- Recurrent stroke occurred in 23.8% of patients at 5 years and 39.7% at 12 years.
- Severe WMCs were associated with a higher 5-year recurrence risk (39.1%) compared to absent-to-moderate WMCs (24.5%).
- Independent predictors of 5-year recurrent stroke included severe WMCs, atrial fibrillation, hypertension, and peripheral arterial disease.
Conclusions:
- Severe WMCs predict stroke recurrence within 5 years after an initial ischemic stroke.
- WMCs can serve as a marker for SVD, summarizing the impact of risk factors on the brain's small vessels.
- These findings highlight the poor long-term prognosis associated with cerebral SVD.
Related Concept Videos
Ischemic Stroke l: Introduction
Ischemic Stroke ll: Pathophysiology
Transient Ischemic Attack l: Introduction
