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Abstract #2785

Longitudinal change of white matter-specific brain age is associated with Alzheimer's disease-related regional atrophy

Chang-Le Chen1, Jinghang Li1, Linghai Wang1, Noah Schweitzer1, Dana Tudorascu2,3, Howard Aizenstein1,2, and Minjie Wu1,2
1Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, United States, 2Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States, 3Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, United States

Synopsis

Keywords: White Matter, Aging, brain ageThe white matter (WM) network integrity is assumed to associate with Alzheimer's disease (AD)-related gray matter (GM) atrophy. To investigate this hypothesis, we estimated WM-specific brain age to quantify WM integrity and calculated twelve AD-related GM signatures in a longitudinal cognitively normal cohort. We identified that the change rate of WM brain age was significantly correlated with the left hippocampal and amygdala volumetric changes; that is, the accelerated aging in WM was associated with the more atrophic GM volumes. This result suggested that changes of structural network characterized by brain age metrics can reflect the alteration of AD-related GM signatures.

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Keywords