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Apolipoprotein E4 effects on topological brain network organization in mild cognitive impairment
- Source :
- Scientific reports, vol. 11, no. 1, pp. 845, Scientific Reports, Vol 11, Iss 1, Pp 1-14 (2021), Scientific Reports
- Publication Year :
- 2021
-
Abstract
- The Apolipoprotein E isoform E4 (ApoE4) is consistently associated with an elevated risk of developing late-onset Alzheimer’s Disease (AD); however, less is known about the potential genetic modulation of the brain networks organization during prodromal stages like Mild Cognitive Impairment (MCI). To investigate this issue during this critical stage, we used a dataset with a cross-sectional sample of 253 MCI patients divided into ApoE4-positive (‛Carriers’) and ApoE4-negative (‘non-Carriers’). We estimated the cortical thickness (CT) from high-resolution T1-weighted structural magnetic images to calculate the correlation among anatomical regions across subjects and build the CT covariance networks (CT-Nets). The topological properties of CT-Nets were described through the graph theory approach. Specifically, our results showed a significant decrease in characteristic path length, clustering-index, local efficiency, global connectivity, modularity, and increased global efficiency for Carriers compared to non-Carriers. Overall, we found that ApoE4 in MCI shaped the topological organization of CT-Nets. Our results suggest that in the MCI stage, the ApoE4 disrupting the CT correlation between regions may be due to adaptive mechanisms to sustain the information transmission across distant brain regions to maintain the cognitive and behavioral abilities before the occurrence of the most severe symptoms.
- Subjects :
- 0301 basic medicine
Male
Databases, Factual
Science
Apolipoprotein E4
Genetic predisposition to disease
Disease
Biology
Topology
Article
Correlation
03 medical and health sciences
0302 clinical medicine
Alzheimer Disease
mental disorders
Humans
Cognitive Dysfunction
Apolipoprotein e4
Cognitive impairment
Aged
Brain network
Aged, 80 and over
Modularity (networks)
Information transmission
Brain Mapping
Multidisciplinary
Network models
Brain
Cognition
Middle Aged
Alzheimer's disease
Magnetic Resonance Imaging
030104 developmental biology
Cross-Sectional Studies
Medicine
Female
human activities
030217 neurology & neurosurgery
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Scientific reports, vol. 11, no. 1, pp. 845, Scientific Reports, Vol 11, Iss 1, Pp 1-14 (2021), Scientific Reports
- Accession number :
- edsair.doi.dedup.....cc11389414525ffb149f916cc49d4cac