Literature DB >> 32027077

Structural optimality and neurogenetic expression mediate functional dynamics in the human brain.

Ioannis Pappas1,2,3, Michael M Craig1,2, David K Menon1,2, Emmanuel A Stamatakis1,2.   

Abstract

The human brain exhibits a rich functional repertoire in terms of complex functional connectivity patterns during rest and tasks. However, how this is developed upon a fixed structural anatomy remains poorly understood. Here we investigated the hypothesis that resting state functional connectivity and the manner in which it changes during tasks related to a set of underlying structural connections that promote optimal communication in the brain. We used a game-theoretic model to identify such optimal connections in the structural connectome of 50 healthy individuals and subsequently used the optimal structural connections to predict resting-state functional connectivity with high accuracy. In contrast, we found that nonoptimal connections accurately predicted functional connectivity during a working memory task. We further found that this balance between optimal and nonoptimal connections between brain regions was associated with a specific gene expression linked to neurotransmission. This multimodal evidence shows for the first time that structure-function relationships in the human brain are related to how brain networks navigate information along different white matter connections as well as the brain's underlying genetic profile.
© 2020 The Authors. Human Brain Mapping published by Wiley Periodicals, Inc.

Entities:  

Keywords:  functional connectivity; game theory; microarray; optimality; prediction; structural connectivity

Year:  2020        PMID: 32027077      PMCID: PMC7267953          DOI: 10.1002/hbm.24942

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  58 in total

1.  A transcriptional signature of hub connectivity in the mouse connectome.

Authors:  Ben D Fulcher; Alex Fornito
Journal:  Proc Natl Acad Sci U S A       Date:  2016-01-15       Impact factor: 11.205

2.  Energetic cost of brain functional connectivity.

Authors:  Dardo Tomasi; Gene-Jack Wang; Nora D Volkow
Journal:  Proc Natl Acad Sci U S A       Date:  2013-07-29       Impact factor: 11.205

3.  Structural foundations of resting-state and task-based functional connectivity in the human brain.

Authors:  Ann M Hermundstad; Danielle S Bassett; Kevin S Brown; Elissa M Aminoff; David Clewett; Scott Freeman; Amy Frithsen; Arianne Johnson; Christine M Tipper; Michael B Miller; Scott T Grafton; Jean M Carlson
Journal:  Proc Natl Acad Sci U S A       Date:  2013-03-25       Impact factor: 11.205

4.  Functional network organization of the human brain.

Authors:  Jonathan D Power; Alexander L Cohen; Steven M Nelson; Gagan S Wig; Kelly Anne Barnes; Jessica A Church; Alecia C Vogel; Timothy O Laumann; Fran M Miezin; Bradley L Schlaggar; Steven E Petersen
Journal:  Neuron       Date:  2011-11-17       Impact factor: 17.173

5.  Optimally wired subnetwork determines neuroanatomy of Caenorhabditis elegans.

Authors:  Alfonso Pérez-Escudero; Gonzalo G de Polavieja
Journal:  Proc Natl Acad Sci U S A       Date:  2007-10-17       Impact factor: 11.205

6.  BRAIN NETWORKS. Correlated gene expression supports synchronous activity in brain networks.

Authors:  Jonas Richiardi; Andre Altmann; Anna-Clare Milazzo; Catie Chang; M Mallar Chakravarty; Tobias Banaschewski; Gareth J Barker; Arun L W Bokde; Uli Bromberg; Christian Büchel; Patricia Conrod; Mira Fauth-Bühler; Herta Flor; Vincent Frouin; Jürgen Gallinat; Hugh Garavan; Penny Gowland; Andreas Heinz; Hervé Lemaître; Karl F Mann; Jean-Luc Martinot; Frauke Nees; Tomáš Paus; Zdenka Pausova; Marcella Rietschel; Trevor W Robbins; Michael N Smolka; Rainer Spanagel; Andreas Ströhle; Gunter Schumann; Mike Hawrylycz; Jean-Baptiste Poline; Michael D Greicius
Journal:  Science       Date:  2015-06-11       Impact factor: 47.728

7.  Specificity and robustness of long-distance connections in weighted, interareal connectomes.

Authors:  Richard F Betzel; Danielle S Bassett
Journal:  Proc Natl Acad Sci U S A       Date:  2018-05-08       Impact factor: 11.205

8.  A spectrum of routing strategies for brain networks.

Authors:  Andrea Avena-Koenigsberger; Xiaoran Yan; Artemy Kolchinsky; Martijn P van den Heuvel; Patric Hagmann; Olaf Sporns
Journal:  PLoS Comput Biol       Date:  2019-03-08       Impact factor: 4.475

9.  The modular organization of human anatomical brain networks: Accounting for the cost of wiring.

Authors:  Richard F Betzel; John D Medaglia; Lia Papadopoulos; Graham L Baum; Ruben Gur; Raquel Gur; David Roalf; Theodore D Satterthwaite; Danielle S Bassett
Journal:  Netw Neurosci       Date:  2017-02-01

10.  Adolescence is associated with genomically patterned consolidation of the hubs of the human brain connectome.

Authors:  Kirstie J Whitaker; Petra E Vértes; Rafael Romero-Garcia; František Váša; Michael Moutoussis; Gita Prabhu; Nikolaus Weiskopf; Martina F Callaghan; Konrad Wagstyl; Timothy Rittman; Roger Tait; Cinly Ooi; John Suckling; Becky Inkster; Peter Fonagy; Raymond J Dolan; Peter B Jones; Ian M Goodyer; Edward T Bullmore
Journal:  Proc Natl Acad Sci U S A       Date:  2016-07-25       Impact factor: 11.205

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  4 in total

1.  Structural optimality and neurogenetic expression mediate functional dynamics in the human brain.

Authors:  Ioannis Pappas; Michael M Craig; David K Menon; Emmanuel A Stamatakis
Journal:  Hum Brain Mapp       Date:  2020-02-06       Impact factor: 5.038

2.  A Precuneal Causal Loop Mediates External and Internal Information Integration in the Human Brain.

Authors:  Dian Lyu; Ioannis Pappas; David K Menon; Emmanuel A Stamatakis
Journal:  J Neurosci       Date:  2021-10-21       Impact factor: 6.709

3.  Combining network topology and information theory to construct representative brain networks.

Authors:  Andrea I Luppi; Emmanuel A Stamatakis
Journal:  Netw Neurosci       Date:  2021-02-01

4.  Network communication models improve the behavioral and functional predictive utility of the human structural connectome.

Authors:  Caio Seguin; Ye Tian; Andrew Zalesky
Journal:  Netw Neurosci       Date:  2020-11-01
  4 in total

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