Authors
Yue Gu, Ying Lin, Liangliang Huang, Junji Ma, Jinbo Zhang, Yu Xiao, Zhengjia Dai, Alzheimer's Disease Neuroimaging Initiative
Publication date
2020/9
Journal
CNS neuroscience & therapeutics
Volume
26
Issue
9
Pages
962-971
Description
Aims
Alzheimer's disease (AD) is a progressive neurodegenerative disorder. Previous studies have demonstrated abnormalities in functional connectivity (FC) of AD under the assumption that FC is stationary during scanning. However, studies on the FC dynamics of AD, which may provide more insightful perspectives in understanding the neural mechanisms of AD, remain largely unknown.
Methods
Combining the sliding‐window approach and the k‐means algorithm, we identified three reoccurring dynamic FC states from resting‐state fMRI data of 26 AD and 26 healthy controls. The between‐group differences both in FC states and in regional temporal variability were calculated, followed by a correlation analysis of these differences with cognitive performances of AD patients.
Results
We identified three reoccurring FC states and found abnormal FC mainly in the frontal and temporal cortices. The temporal …
Total citations
20202021202220232024313222118
Scholar articles
Y Gu, Y Lin, L Huang, J Ma, J Zhang, Y Xiao, Z Dai… - CNS neuroscience & therapeutics, 2020