Sub-Networks of the Brain R2 Structural Connectome Integrity Matrix (SCIM) and Older Adult Cognitive and Motor
Melissa Lamar1,2, Maude Wagner1,3, Sue E Leurgans1,2,3
1Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA.
Abstract:
Neuroimaging the structural connectome provides a window into the aging brain; however, few studies address the complexities of mapping late-life structural connectivity. We defined white matter connections via a structural connectivity-based atlas and extracted transverse relaxation rates (R2) forming a structural connectome integrity matrix to neuroimaging data of 1239 participants (age ~ 79 ± 7). Factor analyses revealed four Sub-Networks (SN) characterized by edge integrity as follows: SN-1 involved most frontal nodes, all parietal nodes, and key subcortical (basal ganglia) structures; SN-2 involved most albeit slightly different frontal nodes than SN-1, nearly all temporal and key subcortical (limbic) nodes; SN-3 was primarily characterized by edges involving select parietal and temporal and all occipital nodes; SN-4 was confined to cerebellum, basal ganglia and limbic nodes. A linear mixed-effects regression model containing weighted composite scores representing each Sub-Network and adjusting for relevant confounders demonstrated associations of lower R2 in SN-1, SN-2, and SN-4 with lower baseline global cognition and lower R2 in SN-2 and SN-3 with faster declines in global cognition. Sub-Networks were also differentially associated with domain-specific cognitive functions at baseline and over time. Nearly all Sub-Networks negatively associated with global motor function, dexterity and gait speed at baseline, but only SN-1 and SN-4 were associated with change in motor functioning, specifically gait speed, over time. Our approach to the aging structural connectome provides an assessment of its R2 integrity and underlying sub-networks as related to critical behaviors associated with normal and pathological aging.
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