Literature DB >> 27825955

The most relevant human brain regions for functional connectivity: Evidence for a dynamical workspace of binding nodes from whole-brain computational modelling.

Gustavo Deco1, Tim J Van Hartevelt2, Henrique M Fernandes2, Angus Stevner2, Morten L Kringelbach3.   

Abstract

In order to promote survival through flexible cognition and goal-directed behaviour, the brain has to optimize segregation and integration of information into coherent, distributed dynamical states. Certain organizational features of the brain have been proposed to be essential to facilitate cognitive flexibility, especially hub regions in the so-called rich club which show dense interconnectivity. These structural hubs have been suggested to be vital for integration and segregation of information. Yet, this has not been evaluated in terms of resulting functional temporal dynamics. A complementary measure covering the temporal aspects of functional connectivity could thus bring new insights into a more complete picture of the integrative nature of brain networks. Here, we use causal whole-brain computational modelling to determine the functional dynamical significance of the rich club and compare this to a new measure of the most functionally relevant brain regions for binding information over time ("dynamical workspace of binding nodes"). We found that removal of the iteratively generated workspace of binding nodes impacts significantly more on measures of integration and encoding of information capability than the removal of the rich club regions. While the rich club procedure produced almost half of the binding nodes, the remaining nodes have low degree yet still play a significant role in the workspace essential for binding information over time and as such goes beyond a description of the structural backbone.
Copyright © 2016 Elsevier Inc. All rights reserved.

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Year:  2016        PMID: 27825955     DOI: 10.1016/j.neuroimage.2016.10.047

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  16 in total

1.  Awakening: Predicting external stimulation to force transitions between different brain states.

Authors:  Gustavo Deco; Josephine Cruzat; Joana Cabral; Enzo Tagliazucchi; Helmut Laufs; Nikos K Logothetis; Morten L Kringelbach
Journal:  Proc Natl Acad Sci U S A       Date:  2019-08-19       Impact factor: 11.205

2.  Reliable local dynamics in the brain across sessions are revealed by whole-brain modeling of resting state activity.

Authors:  Patricio Donnelly-Kehoe; Victor M Saenger; Nina Lisofsky; Simone Kühn; Morten L Kringelbach; Jens Schwarzbach; Ulman Lindenberger; Gustavo Deco
Journal:  Hum Brain Mapp       Date:  2019-03-18       Impact factor: 5.038

3.  Task-related effective connectivity reveals that the cortical rich club gates cortex-wide communication.

Authors:  Mario Senden; Niels Reuter; Martijn P van den Heuvel; Rainer Goebel; Gustavo Deco; Matthieu Gilson
Journal:  Hum Brain Mapp       Date:  2017-12-08       Impact factor: 5.038

Review 4.  From Maps to Multi-dimensional Network Mechanisms of Mental Disorders.

Authors:  Urs Braun; Axel Schaefer; Richard F Betzel; Heike Tost; Andreas Meyer-Lindenberg; Danielle S Bassett
Journal:  Neuron       Date:  2018-01-03       Impact factor: 17.173

5.  Linking Entropy at Rest with the Underlying Structural Connectivity in the Healthy and Lesioned Brain.

Authors:  Victor M Saenger; Adrián Ponce-Alvarez; Mohit Adhikari; Patric Hagmann; Gustavo Deco; Maurizio Corbetta
Journal:  Cereb Cortex       Date:  2018-08-01       Impact factor: 5.357

Review 6.  Understanding principles of integration and segregation using whole-brain computational connectomics: implications for neuropsychiatric disorders.

Authors:  Louis-David Lord; Angus B Stevner; Gustavo Deco; Morten L Kringelbach
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2017-06-28       Impact factor: 4.226

7.  Time-Varying Functional Connectivity Decreases as a Function of Acute Nicotine Abstinence.

Authors:  John R Fedota; Thomas J Ross; Juan Castillo; Michael R McKenna; Allison L Matous; Betty Jo Salmeron; Vinod Menon; Elliot A Stein
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2020-10-19

8.  Stuck in a State of Inattention? Functional Hyperconnectivity as an Indicator of Disturbed Intrinsic Brain Dynamics in Adolescents With Concussion: A Pilot Study.

Authors:  Angela M Muller; Naznin Virji-Babul
Journal:  ASN Neuro       Date:  2018 Jan-Dec       Impact factor: 4.146

9.  Short timescale abnormalities in the states of spontaneous synchrony in the functional neural networks in Alzheimer's disease.

Authors:  Tatiana A Sitnikova; Jeremy W Hughes; Seppo P Ahlfors; Mark W Woolrich; David H Salat
Journal:  Neuroimage Clin       Date:  2018-05-22       Impact factor: 4.881

10.  Novel Intrinsic Ignition Method Measuring Local-Global Integration Characterizes Wakefulness and Deep Sleep.

Authors:  Gustavo Deco; Enzo Tagliazucchi; Helmut Laufs; Ana Sanjuán; Morten L Kringelbach
Journal:  eNeuro       Date:  2017-09-22
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