A FDG-PET Study of Metabolic Networks in Apolipoprotein E ε4 Allele Carriers.

Recently, some studies have applied the graph theory in brain network analysis in Alzheimer's disease (AD) and Mild Cognitive Impairment (MCI). However, relatively little research has specifically explored the properties of the metabolic network in apolipoprotein E (APOE) ε4 allele carriers. In...

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Main Authors: Zhijun Yao, Bin Hu, Jiaxiang Zheng, Weihao Zheng, Xuejiao Chen, Xiang Gao, Yuanwei Xie, Lei Fang, Alzheimer’s Disease Neuroimaging Initiative
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0132300
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spelling doaj-764e0186841c4ea6bcf3dab62b2219b52021-03-03T19:48:12ZengPublic Library of Science (PLoS)PLoS ONE1932-62032015-01-01107e013230010.1371/journal.pone.0132300A FDG-PET Study of Metabolic Networks in Apolipoprotein E ε4 Allele Carriers.Zhijun YaoBin HuJiaxiang ZhengWeihao ZhengXuejiao ChenXiang GaoYuanwei XieLei FangAlzheimer’s Disease Neuroimaging InitiativeRecently, some studies have applied the graph theory in brain network analysis in Alzheimer's disease (AD) and Mild Cognitive Impairment (MCI). However, relatively little research has specifically explored the properties of the metabolic network in apolipoprotein E (APOE) ε4 allele carriers. In our study, all the subjects, including ADs, MCIs and NCs (normal controls) were divided into 165 APOE ε4 carriers and 165 APOE ε4 noncarriers. To establish the metabolic network for all brain regions except the cerebellum, cerebral glucose metabolism data obtained from FDG-PET (18F-fluorodeoxyglucose positron emission tomography) were segmented into 90 areas with automated anatomical labeling (AAL) template. Then, the properties of the networks were computed to explore the between-group differences. Our results suggested that both APOE ε4 carriers and noncarriers showed the small-world properties. Besides, compared with APOE ε4 noncarriers, the carriers showed a lower clustering coefficient. In addition, significant changes in 6 hub brain regions were found in between-group nodal centrality. Namely, compared with APOE ε4 noncarriers, significant decreases of the nodal centrality were found in left insula, right insula, right anterior cingulate, right paracingulate gyri, left cuneus, as well as significant increases in left paracentral lobule and left heschl gyrus in APOE ε4 carriers. Increased local short distance interregional correlations and disrupted long distance interregional correlations were found, which may support the point that the APOE ε4 carriers were more similar with AD or MCI in FDG uptake. In summary, the organization of metabolic network in APOE ε4 carriers indicated a less optimal pattern and APOE ε4 might be a risk factor for AD.https://doi.org/10.1371/journal.pone.0132300
collection DOAJ
language English
format Article
sources DOAJ
author Zhijun Yao
Bin Hu
Jiaxiang Zheng
Weihao Zheng
Xuejiao Chen
Xiang Gao
Yuanwei Xie
Lei Fang
Alzheimer’s Disease Neuroimaging Initiative
spellingShingle Zhijun Yao
Bin Hu
Jiaxiang Zheng
Weihao Zheng
Xuejiao Chen
Xiang Gao
Yuanwei Xie
Lei Fang
Alzheimer’s Disease Neuroimaging Initiative
A FDG-PET Study of Metabolic Networks in Apolipoprotein E ε4 Allele Carriers.
PLoS ONE
author_facet Zhijun Yao
Bin Hu
Jiaxiang Zheng
Weihao Zheng
Xuejiao Chen
Xiang Gao
Yuanwei Xie
Lei Fang
Alzheimer’s Disease Neuroimaging Initiative
author_sort Zhijun Yao
title A FDG-PET Study of Metabolic Networks in Apolipoprotein E ε4 Allele Carriers.
title_short A FDG-PET Study of Metabolic Networks in Apolipoprotein E ε4 Allele Carriers.
title_full A FDG-PET Study of Metabolic Networks in Apolipoprotein E ε4 Allele Carriers.
title_fullStr A FDG-PET Study of Metabolic Networks in Apolipoprotein E ε4 Allele Carriers.
title_full_unstemmed A FDG-PET Study of Metabolic Networks in Apolipoprotein E ε4 Allele Carriers.
title_sort fdg-pet study of metabolic networks in apolipoprotein e ε4 allele carriers.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2015-01-01
description Recently, some studies have applied the graph theory in brain network analysis in Alzheimer's disease (AD) and Mild Cognitive Impairment (MCI). However, relatively little research has specifically explored the properties of the metabolic network in apolipoprotein E (APOE) ε4 allele carriers. In our study, all the subjects, including ADs, MCIs and NCs (normal controls) were divided into 165 APOE ε4 carriers and 165 APOE ε4 noncarriers. To establish the metabolic network for all brain regions except the cerebellum, cerebral glucose metabolism data obtained from FDG-PET (18F-fluorodeoxyglucose positron emission tomography) were segmented into 90 areas with automated anatomical labeling (AAL) template. Then, the properties of the networks were computed to explore the between-group differences. Our results suggested that both APOE ε4 carriers and noncarriers showed the small-world properties. Besides, compared with APOE ε4 noncarriers, the carriers showed a lower clustering coefficient. In addition, significant changes in 6 hub brain regions were found in between-group nodal centrality. Namely, compared with APOE ε4 noncarriers, significant decreases of the nodal centrality were found in left insula, right insula, right anterior cingulate, right paracingulate gyri, left cuneus, as well as significant increases in left paracentral lobule and left heschl gyrus in APOE ε4 carriers. Increased local short distance interregional correlations and disrupted long distance interregional correlations were found, which may support the point that the APOE ε4 carriers were more similar with AD or MCI in FDG uptake. In summary, the organization of metabolic network in APOE ε4 carriers indicated a less optimal pattern and APOE ε4 might be a risk factor for AD.
url https://doi.org/10.1371/journal.pone.0132300
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