Altered Topological Properties of Functional Brain Network Associated with Alzheimer's Disease

05/14/2023
by   Yongcheng Yao, et al.
0

Functional Magnetic Resonance Imaging (fMRI) is commonly utilized to study human brain activity, including abnormal functional properties related to neurodegenerative diseases. This study aims to investigate the differences in the topological properties of functional brain networks between individuals with Alzheimer's Disease (AD) and normal controls. A total of 590 subjects, consisting of 175 with AD dementia and 415 age-, gender-, and handedness-matched controls, were included. The topological properties of the brain network were quantified using graph-theory-based analyses. The results indicate abnormal network integration and segregation in the AD group. These findings enhance our understanding of AD pathophysiology from a functional brain network structure perspective and may aid in identifying AD biomarkers. Supplementary data to aid in the validation of this research are available at https://github.com/YongchengYAO/AD-FunctionalBrainNetwork.

READ FULL TEXT

page 6

page 7

page 12

page 13

page 18

page 19

page 20

page 21

research
05/16/2023

Abnormal Functional Brain Network Connectivity Associated with Alzheimer's Disease

The study's objective is to explore the distinctions in the functional b...
research
08/25/2022

Alcohol Intake Differentiates AD and LATE: A Telltale Lifestyle from Two Large-Scale Datasets

Alzheimer's disease (AD), as a progressive brain disease, affects cognit...
research
07/03/2023

Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding

Under the framework of network-based neurodegeneration, brain functional...
research
10/12/2021

DecGAN: Decoupling Generative Adversarial Network detecting abnormal neural circuits for Alzheimer's disease

One of the main reasons for Alzheimer's disease (AD) is the disorder of ...
research
03/27/2021

Frequency-specific segregation and integration of human cerebral cortex: an intrinsic functional atlas

The frequency-specific coupling mechanism of the functional human brain ...
research
01/11/2019

Disease Knowledge Transfer across Neurodegenerative Diseases

We introduce Disease Knowledge Transfer (DKT), a novel technique for tra...

Please sign up or login with your details

Forgot password? Click here to reset