Literature DB >> 31075390

RE: Warnings and caveats in brain controllability.

Fabio Pasqualetti1, Shi Gu2, Danielle S Bassett3.   

Abstract

The use of network control theory to analyze the organization of white matter fibers in the human brain has the potential to enable mechanistic theories of cognition, and to inform the development of novel diagnostics and treatments for neurological disease and psychiatric disorders (Gu et al., 2015). The recent article (Tu et al., 2018) aims to challenge several of the contributions of (Gu et al., 2015), and particularly the conclusions that brain networks are theoretically controllable from single regions, and that brain networks feature no specific controllability profiles when compared to random network models. Here we provide additional theoretical arguments in support of (Gu et al., 2015) and against the results and methodologies used in (Tu et al., 2018), thus settling that (i) brain networks are controllable from a single region, (ii) brain networks require large control energy, and (iii) brain networks feature distinctive controllability properties with respect to a class of random network models.
Copyright © 2019 Elsevier Inc. All rights reserved.

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Year:  2019        PMID: 31075390     DOI: 10.1016/j.neuroimage.2019.05.001

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


  5 in total

1.  Structural Controllability Predicts Functional Patterns and Brain Stimulation Benefits Associated with Working Memory.

Authors:  Lysianne Beynel; Lifu Deng; Courtney A Crowell; Moritz Dannhauer; Hannah Palmer; Susan Hilbig; Angel V Peterchev; Bruce Luber; Sarah H Lisanby; Roberto Cabeza; Lawrence G Appelbaum; Simon W Davis
Journal:  J Neurosci       Date:  2020-07-20       Impact factor: 6.167

2.  Control of brain network dynamics across diverse scales of space and time.

Authors:  Evelyn Tang; Harang Ju; Graham L Baum; David R Roalf; Theodore D Satterthwaite; Fabio Pasqualetti; Danielle S Bassett
Journal:  Phys Rev E       Date:  2020-06       Impact factor: 2.529

3.  Structural brain network topological alterations in stuttering adults.

Authors:  Vincent L Gracco; Anastasia G Sares; Nabin Koirala
Journal:  Brain Commun       Date:  2022-03-10

4.  Drug-resistant focal epilepsy in children is associated with increased modal controllability of the whole brain and epileptogenic regions.

Authors:  Aswin Chari; Kiran K Seunarine; Xiaosong He; Martin M Tisdall; Christopher A Clark; Dani S Bassett; Rod C Scott; Richard E Rosch
Journal:  Commun Biol       Date:  2022-04-28

5.  Structure-informed functional connectivity driven by identifiable and state-specific control regions.

Authors:  Benjamin Chiêm; Frédéric Crevecoeur; Jean-Charles Delvenne
Journal:  Netw Neurosci       Date:  2021-06-21
  5 in total

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