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Updated: Feb 25, 2026

Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
Overweight-related alterations in brain structural covariance networks and their potential impact on cognitive
Chaewon Suh1, Youngeun Shim2, Hyeonseok Jeong1
1Ewha Brain Institute, Ewha Womans University, Seoul, Republic of Korea.
Abstract:
Overweight is increasingly recognized for its role in brain alterations that affect both normative and pathological aging. However, its impact on subjective cognitive decline (SCD) remains unclear. We investigated gray matter volume (GMV) within structural covariance networks (SCNs) and their associations with cognitive performance in individuals with SCD, stratified by weight status. Ninety-six adults with SCD and overweight (overweight group) and a matched cohort of 96 with SCD and normal weight (normal-weight group) underwent structural magnetic resonance imaging (MRI) and cognitive assessment. GMVs were extracted from SCNs identified via independent component analysis. Cognitive function was assessed across three domains: psychomotor speed, attention, and executive function. Group differences in GMV and cognitive performance, as well as their associations within the overweight group were evaluated. The overweight group exhibited significantly reduced GMV in the basal ganglia-thalamus network compared to the normal-weight group (Bonferroni-corrected P = 0.010). Psychomotor speed was also significantly lower in the overweight group (P = 0.035). Notably, reduced GMV in the basal ganglia-thalamus network was correlated with poorer performance across all three cognitive domains: psychomotor speed (r = 0.28, P = 0.006), attention (r = 0.23, P = 0.023), and executive function (r = 0.23, P = 0.023). These findings suggest that overweight in individuals with SCD may contribute to structural brain alterations that impair cognition, highlighting the potential value of active weight management in reducing the risk of neurodegenerative disorders such as Alzheimer's disease.
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