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Research ArticleFunctional
Open Access

Alterations of Directional Connectivity among Resting-State Networks in Alzheimer Disease

R. Li, X. Wu, K. Chen, A.S. Fleisher, E.M. Reiman and L. Yao
American Journal of Neuroradiology February 2013, 34 (2) 340-345; DOI: https://doi.org/10.3174/ajnr.A3197
R. Li
aFrom the Center on Aging Psychology (R.L.), Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
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X. Wu
bState Key Laboratory of Cognitive Neuroscience and Learning (X.W., L.Y.)
cSchool of Information Science and Technology (X.W., L.Y.), Beijing Normal University, Beijing, China
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K. Chen
dBanner Alzheimer's Institute and Banner Good Samaritan PET Center (K.C., A.S.F., E.M.R.), Phoenix, Arizona
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A.S. Fleisher
dBanner Alzheimer's Institute and Banner Good Samaritan PET Center (K.C., A.S.F., E.M.R.), Phoenix, Arizona
eDepartment of Neuroscience (A.S.F.), University of California, San Diego, San Diego, California.
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E.M. Reiman
dBanner Alzheimer's Institute and Banner Good Samaritan PET Center (K.C., A.S.F., E.M.R.), Phoenix, Arizona
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L. Yao
bState Key Laboratory of Cognitive Neuroscience and Learning (X.W., L.Y.)
cSchool of Information Science and Technology (X.W., L.Y.), Beijing Normal University, Beijing, China
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Abstract

BACKGROUND AND PURPOSE: AD has been documented as a kind of disconnection syndrome by functional neuroimaging studies. The primary focus of this study was to examine, with the use of resting-state fMRI, whether AD would impact connectivity among RSNs.

MATERIALS AND METHODS: Fourteen patients with AD and 16 NC were recruited and scanned by using resting-state fMRI. Group independent-component analysis and the BN learning approach were used, respectively, to separate the RSNs and construct the network-to-network connectivity patterns for each group. The convergence index for the special network DMN was measured.

RESULTS: Three of the 4 connections were significantly lower in AD compared with NC. Although numerically the AD group had more connections, none was statistically different from that in the NC group except for 1 increased connection from the DMN to the DAN. The convergence index for the DMN node was lower in AD than in NC.

CONCLUSIONS: Connections among cognitive networks in AD were more vulnerable to impairment than sensory networks. The DMN decreased its integration function for other RSNs but may also play a role in compensating for the disrupted connections in AD.

ABBREVIATIONS:

AD
Alzheimer disease
AN
auditory network
BN
Bayesian network
DAN
dorsal attention network
DMN
default-mode network
LVN
lateral visual network
MVN
medial visual network
NC
healthy controls
RSN
resting-state network
SMN
sensory-motor network
SRN
self-referential network
VAN
ventral attention network
  • © 2013 by American Journal of Neuroradiology

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American Journal of Neuroradiology: 34 (2)
American Journal of Neuroradiology
Vol. 34, Issue 2
1 Feb 2013
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Alterations of Directional Connectivity among Resting-State Networks in Alzheimer Disease
R. Li, X. Wu, K. Chen, A.S. Fleisher, E.M. Reiman, L. Yao
American Journal of Neuroradiology Feb 2013, 34 (2) 340-345; DOI: 10.3174/ajnr.A3197

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Alterations of Directional Connectivity among Resting-State Networks in Alzheimer Disease
R. Li, X. Wu, K. Chen, A.S. Fleisher, E.M. Reiman, L. Yao
American Journal of Neuroradiology Feb 2013, 34 (2) 340-345; DOI: 10.3174/ajnr.A3197
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