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A Combined Measure of Vascular Risk for White Matter Lesions
Watts, Amber Honea, Robyn A. Billinger, Sandra A. Rhyner, Kathleen Hutfles, Lewis Vidoni, Eric D. Burns, Jeffrey M.
Watts, Amber
Honea, Robyn A.
Billinger, Sandra A.
Rhyner, Kathleen
Hutfles, Lewis
Vidoni, Eric D.
Burns, Jeffrey M.
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Abstract
Background
Though hypertension is a commonly studied risk factor for white matter lesions (WMLs), measures of blood pressure may fluctuate depending on external conditions resulting in measurement error. Indicators of arterial stiffening and reduced elasticity may be more sensitive indicators of risk for WMLs in aging; however the interdependent nature of vascular indicators creates statistical complications.
Objective
The purpose of the study was to determine whether a factor score comprised of multiple vascular indicators would be a stronger predictor of WMLs than traditional measures of blood pressure.
Methods
In a sample of well-characterized nondemented older adults, we used a factor analytic approach to account for variance common across multiple vascular measures while reducing measurement error. The result was a single factor score reflecting arterial stiffness and reduced elasticity. We used this factor score to predict white matter lesion volumes acquired via fluid attenuated inversion recovery (FLAIR) magnetic resonance imaging.
Results
The combined vascular factor score was a stronger predictor of deep WML (β = 0.42, p < 0.001) and periventricular WML volumes (β = 0.49, p < 0.001). After accounting for the vascular factor, systolic and diastolic blood pressure measurements were not significant predictors.
Conclusions
This suggests that a combined measure of arterial elasticity and stiffening may be a stronger predictor of WMLs than systolic and diastolic blood pressure accounting for the multicollinearity associated with a variety of interrelated vascular measures.
Description
This is the author's accepted manuscript.
Date
2015-08-18
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Wiley
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Keywords
Arterial stiffness, Factor analysis, Magnetic resonance imaging, Vascular elasticity, White matter lesions
Citation
Watts, Amber, Robyn A. Honea, Sandra A. Billinger, Kathleen T. Rhyner, Lewis Hutfles, Eric D. Vidoni, and Jeffrey M. Burns. "A Combined Measure of Vascular Risk for White Matter Lesions." Journal of Pharmaceutical Sciences (2015): 187-93. doi:10.3233/JAD-142085.