Related Experiment Video
Updated: Jan 8, 2026

Evaluation of the Cognitive Performance of Hypertensive Patients with Silent Cerebrovascular Lesions
Published on: April 23, 2021
Threshold Effects, Cognitive Decline, and Longitudinal Changes in White Matter Hyperintensity Volume
Sarvin Sasannia1,2, Mykola Matsyuk3, Shimeng Wang4
1Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, United States.
Background:
Changes in Ischemic White matter hyperintensities volume (WMH) on MRI over time are associated with cognitive decline. We investigated whether changes in WMH volume over time exhibit WMH-normalized volume threshold effects on declining cognitive performance and whether these effects on cognition differ between deep white matter hyperintensities (DWMH) and periventricular white matter hyperintensities (PVWMH).
Methods:
We followed 339 participants longitudinally from GeneSTAR with brain MRI and neuropsychological testing at baseline and at 13-years (62% female, and 33% Black, mean baseline age 49.7±9.6). WMH were classified as PVWMH (within 2mm of ventricles) or DWMH. Two-segment linear spline regression models using adjusted mixed linear regression identified test-specific thresholds longitudinally beyond which cognitive decline accelerated. Cognitive scores from both timepoints were treated as repeated measures, with WMH included as a time-varying predictor.
Results:
Declines in motor function and processing speed accelerated beyond thresholds of changing PVWMH and DWMH volumes. For Grooved Pegboard tests, changes in volume were associated with minimal effects below a threshold of changing volume (log-transformed ratio of lesion volume to intracranial volume for: PVWMH -9.42 to -9.29; and DWMH -11.8 to -11.7). Substantial declines in cognitive performance were observed above thresholds of increases in volume (slope differences: PVWMH; 14.5-15.1 seconds per log-unit, p<0.001; and DWMH; 9.54-10.9, p<0.001). Digit Symbol Substitution Test demonstrated paradoxical positive associations below changing volume thresholds (PVWMH; β=6.68, p=0.001 and DWMH; β=6.98, p<0.001), reversing to decline above thresholds of increase in volume for PVWMH (Δβ=-11.2, p<0.001) and DWMH (Δβ=-9.77, p<0.001).
Conclusion:
Changes in WMH volume exhibit nonlinear threshold effects on changes in cognitive performance over time and differ by anatomic region. Minimal cognitive impact occurred below thresholds, with accelerated declines above. PVWMH demonstrate larger effects on declining cognitive function than DWMH, particularly for motor and processing speed functions and progresses at a faster rate.
Insights
Changes in white matter hyperintensities (WMH) volume accelerate cognitive decline beyond specific thresholds, with periventricular WMH having a greater impact than deep WMH.
Area of Science:
- Neurology
- Neuroimaging
- Cognitive Science
Background:
- Ischemic white matter hyperintensities (WMH) volume changes on MRI correlate with cognitive decline.
- The study investigates WMH-normalized volume threshold effects on cognitive performance.
- It also examines differences between deep white matter hyperintensities (DWMH) and periventricular white matter hyperintensities (PVWMH) effects on cognition.
Purpose of the Study:
- To determine if changes in WMH volume over time exhibit threshold effects on cognitive decline.
- To compare the impact of DWMH versus PVWMH on cognitive performance over time.
- To identify specific volume thresholds associated with accelerated cognitive decline.
Main Methods:
- Longitudinal study of 339 participants with brain MRI and neuropsychological testing over 13 years.
- WMH classified as PVWMH or DWMH.
- Two-segment linear spline regression models identified cognitive decline acceleration thresholds.
Main Results:
- Cognitive decline in motor function and processing speed accelerated beyond WMH volume thresholds.
- PVWMH showed larger effects on cognitive decline than DWMH, especially for motor and processing speed.
- Paradoxical positive associations were observed for the Digit Symbol Substitution Test below thresholds, reversing to decline above.
Conclusions:
- WMH volume changes have nonlinear, threshold-dependent effects on cognitive performance.
- Cognitive decline accelerates significantly once WMH volume exceeds certain thresholds.
- PVWMH exert a more substantial influence on cognitive decline compared to DWMH.
More Related Videos
12:50Lesion Explorer: A Video-guided, Standardized Protocol for Accurate and Reliable MRI-derived Volumetrics in Alzheimer's Disease and Normal Elderly
Published on: April 14, 2014
09:06Whole-brain Segmentation and Change-point Analysis of Anatomical Brain MRI—Application in Premanifest Huntington's Disease
Published on: June 9, 2018
Related Concept Videos
Cognitive Development During Adulthood
Alzheimer's Disease: Overview
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ...
Long-term Depression
Calcium Ion Concentration Mechanism
If over...