Weighted Phase Lag Index and Graph Analysis : Preliminary Investigation of Functional Connectivity during Resting State in Children
Joint Authors
Braun, Christoph
Stingl, Krunoslav
Belardinelli, Paolo
Preissl, Hubert
Ortiz, Erick
Münßinger, Jana
Source
Computational and Mathematical Methods in Medicine
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-09-24
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
Resting state functional connectivity of MEG data was studied in 29 children (9-10 years old).
The weighted phase lag index (WPLI) was employed for estimating connectivity and compared to coherence.
To further evaluate the network structure, a graph analysis based on WPLI was used to determine clustering coefficient (C) and betweenness centrality (BC) as local coefficients as well as the characteristic path length (L) as a parameter for global interconnectedness.
The network’s modular structure was also calculated to estimate functional segregation.
A seed region was identified in the central occipital area based on the power distribution at the sensor level in the alpha band.
WPLI reveals a specific connectivity map different from power and coherence.
BC and modularity show a strong level of connectedness in the occipital area between lateral and central sensors.
C shows different isolated areas of occipital sensors.
Globally, a network with the shortest L is detected in the alpha band, consistently with the local results.
Our results are in agreement with findings in adults, indicating a similar functional network in children at this age in the alpha band.
The integrated use of WPLI and graph analysis can help to gain a better description of resting state networks.
American Psychological Association (APA)
Ortiz, Erick& Stingl, Krunoslav& Münßinger, Jana& Braun, Christoph& Preissl, Hubert& Belardinelli, Paolo. 2012. Weighted Phase Lag Index and Graph Analysis : Preliminary Investigation of Functional Connectivity during Resting State in Children. Computational and Mathematical Methods in Medicine،Vol. 2012, no. 2012, pp.1-8.
https://search.emarefa.net/detail/BIM-452875
Modern Language Association (MLA)
Ortiz, Erick…[et al.]. Weighted Phase Lag Index and Graph Analysis : Preliminary Investigation of Functional Connectivity during Resting State in Children. Computational and Mathematical Methods in Medicine No. 2012 (2012), pp.1-8.
https://search.emarefa.net/detail/BIM-452875
American Medical Association (AMA)
Ortiz, Erick& Stingl, Krunoslav& Münßinger, Jana& Braun, Christoph& Preissl, Hubert& Belardinelli, Paolo. Weighted Phase Lag Index and Graph Analysis : Preliminary Investigation of Functional Connectivity during Resting State in Children. Computational and Mathematical Methods in Medicine. 2012. Vol. 2012, no. 2012, pp.1-8.
https://search.emarefa.net/detail/BIM-452875
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-452875