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Updated: Jan 15, 2026

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Apraxic deficits in Alzheimer's disease are associated with altered dynamic connectivity in praxis-related networks
Taylan D Kuzu1, Elena Brinkmann2, Anna K Bonkhoff3
1University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Neurology, Kerpener Strasse 62, Cologne 50937, Germany.
Abstract:
Apraxia is a common symptom in Alzheimer's disease (AD) that reduces autonomy and quality of life. However, the neural basis underlying apraxia in AD, for example, reflected by functional connectivity (FC) alterations, remains unexplored. We investigated static and dynamic FC using resting-state functional imaging in 14 patients with biomarker-confirmed AD pathology and 14 matched healthy participants. FC was estimated as average (static) and short-term (dynamic) connectivity strengths between motor- and praxis-related functional networks. Recurring connectivity patterns were clustered into dynamic states to compute temporal connectivity measures. Connectivity measures were used for correlations with apraxic deficits. In AD patients, static connectivity between visual and inferior parietal networks correlated with apraxic imitation (r = 0.762, PFDR = 0.043) and arm/hand gesture deficits (r = 0.848, PFDR = 0.020), while dynamic connectivity between these networks correlated with apraxic imitation deficits (r = 0.851, PFDR = 0.020). Dynamic FC analysis revealed a segregated and integrated state. AD patients spent more time overall (fraction time, PFDR < 0.001) and remained longer without switching (dwell time, PFDR = 0.004) in the segregated state. Both fraction (ρ = -0.858, PFDR = 0.015) and dwell time (ρ = -0.914, PFDR = 0.003) correlated with apraxic imitation deficits. Connectivity strengths between visual and inferior parietal networks and fraction time in the segregated state predicted apraxic imitation deficits (adjusted R2 = 0.782, P < 0.001). We conclude that apraxia in AD patients is associated with altered FC in praxis-related networks, suggesting FC as a potential clinical indicator for predicting motor-cognitive deficits.
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