Literature DB >> 28419682

Game theoretical mapping of causal interactions underlying visuo-spatial attention in the human brain based on stroke lesions.

Monica N Toba1,2,3, Melissa Zavaglia4,5, Federica Rastelli1,2,6, Romain Valabrégue2,7, Pascale Pradat-Diehl6,8, Antoni Valero-Cabré1,2,9,10, Claus C Hilgetag4,11.   

Abstract

Anatomical studies conducted in neurological conditions have developed our understanding of the causal relationships between brain lesions and their clinical consequences. The analysis of lesion patterns extended across brain networks has been particularly useful in offering new insights on brain-behavior relationships. Here we applied multiperturbation Shapley value Analysis (MSA), a multivariate method based on coalitional game theory inferring causal regional contributions to specific behavioral outcomes from the characteristic functional deficits after stroke lesions. We established the causal patterns of contributions and interactions of nodes of the attentional orienting network on the basis of lesion and behavioral data from 25 right hemisphere stroke patients tested in visuo-spatial attention tasks. We calculated the percentage of damaged voxels for five right hemisphere cortical regions contributing to attentional orienting, involving seven specific Brodmann Areas (BA): Frontal Eye Fields, (FEF-BA6), Intraparietal Sulcus (IPS-BA7), Inferior Frontal Gyrus (IFG-BA44/BA45), Temporo-Parietal Junction (TPJ-BA39/BA40), and Inferior Occipital Gyrus (IOG-BA19). We computed the MSA contributions of these seven BAs to three behavioral clinical tests (line bisection, bells cancellation, and letter cancelation). Our analyses indicated IPS as the main contributor to the attentional orienting and also revealed synergistic influences among IPS, TPJ, and IOG (for bells cancellation and line bisection) and between TPJ and IFG (for bells and letter cancellation tasks). The findings demonstrate the ability of the MSA approach to infer plausible causal contributions of relevant right hemisphere sites in poststroke visuo-spatial attention and awareness disorders. Hum Brain Mapp 38:3454-3471, 2017.
© 2017 Wiley Periodicals, Inc. © 2017 Wiley Periodicals, Inc.

Entities:  

Keywords:  brain-behavior relationships; game theory; lesion inference; multiperturbation Shapley value analysis (MSA); neglect; stroke; visuo-spatial attention

Year:  2017        PMID: 28419682      PMCID: PMC5645205          DOI: 10.1002/hbm.23601

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


  53 in total

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Authors:  M Rousseaux; J M Beis; P Pradat-Diehl; Y Martin; P Bartolomeo; T Bernati; S Chokron; M Leclercq; A Louis-Dreyfus; F Marchal; D Perennou; C Prairial; G Rode; C Samuel; E Sieroff; L Wiart; P Azouvi
Journal:  Rev Neurol (Paris)       Date:  2001-11       Impact factor: 2.607

Review 3.  Control of goal-directed and stimulus-driven attention in the brain.

Authors:  Maurizio Corbetta; Gordon L Shulman
Journal:  Nat Rev Neurosci       Date:  2002-03       Impact factor: 34.870

4.  Task instructions influence the cognitive strategies involved in line bisection judgements: evidence from modulated neural mechanisms revealed by fMRI.

Authors:  G R Fink; J C Marshall; P H Weiss; I Toni; K Zilles
Journal:  Neuropsychologia       Date:  2002       Impact factor: 3.139

5.  Spatial working memory deficit in unilateral neglect.

Authors:  E Wojciulik; M Husain; K Clarke; J Driver
Journal:  Neuropsychologia       Date:  2001       Impact factor: 3.139

6.  Spatial awareness is a function of the temporal not the posterior parietal lobe.

Authors:  H O Karnath; S Ferber; M Himmelbach
Journal:  Nature       Date:  2001-06-21       Impact factor: 49.962

7.  Enhanced visual spatial attention ipsilateral to rTMS-induced 'virtual lesions' of human parietal cortex.

Authors:  C C Hilgetag; H Théoret; A Pascual-Leone
Journal:  Nat Neurosci       Date:  2001-09       Impact factor: 24.884

8.  Stereotaxic display of brain lesions.

Authors:  Chris Rorden; Matthew Brett
Journal:  Behav Neurol       Date:  2000       Impact factor: 3.342

9.  Impaired spatial working memory across saccades contributes to abnormal search in parietal neglect.

Authors:  M Husain; S Mannan; T Hodgson; E Wojciulik; J Driver; C Kennard
Journal:  Brain       Date:  2001-05       Impact factor: 13.501

10.  Sensitivity of clinical and behavioural tests of spatial neglect after right hemisphere stroke.

Authors:  P Azouvi; C Samuel; A Louis-Dreyfus; T Bernati; P Bartolomeo; J-M Beis; S Chokron; M Leclercq; F Marchal; Y Martin; G De Montety; S Olivier; D Perennou; P Pradat-Diehl; C Prairial; G Rode; E Siéroff; L Wiart; M Rousseaux
Journal:  J Neurol Neurosurg Psychiatry       Date:  2002-08       Impact factor: 10.154

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  11 in total

1.  Using machine learning-based lesion behavior mapping to identify anatomical networks of cognitive dysfunction: Spatial neglect and attention.

Authors:  Daniel Wiesen; Christoph Sperber; Grigori Yourganov; Christopher Rorden; Hans-Otto Karnath
Journal:  Neuroimage       Date:  2019-07-09       Impact factor: 6.556

2.  Revisiting 'brain modes' in a new computational era: approaches for the characterization of brain-behavioural associations.

Authors:  Monica N Toba; Olivier Godefroy; R Jarrett Rushmore; Melissa Zavaglia; Redwan Maatoug; Claus C Hilgetag; Antoni Valero-Cabré
Journal:  Brain       Date:  2020-04-01       Impact factor: 13.501

3.  Reply: Inhibition between human brain areas or methodological artefact?

Authors:  Monica N Toba; Caroline Malherbe; Olivier Godefroy; R Jarrett Rushmore; Melissa Zavaglia; Redwan Maatoug; Emmanuel Mandonnet; Antoni Valero-Cabré; Claus C Hilgetag
Journal:  Brain       Date:  2020-05-01       Impact factor: 13.501

4.  Discrete Patterns of Cross-Hemispheric Functional Connectivity Underlie Impairments of Spatial Cognition after Stroke.

Authors:  Radek Ptak; Alexia Bourgeois; Silvia Cavelti; Naz Doganci; Armin Schnider; Giannina Rita Iannotti
Journal:  J Neurosci       Date:  2020-07-24       Impact factor: 6.167

5.  Right-side spatial neglect and white matter disconnection after left-hemisphere strokes.

Authors:  Monica N Toba; Raffaella Migliaccio; Alexia Potet; Pascale Pradat-Diehl; Paolo Bartolomeo
Journal:  Brain Struct Funct       Date:  2022-08-04       Impact factor: 3.748

6.  Systematic perturbation of an artificial neural network: A step towards quantifying causal contributions in the brain.

Authors:  Kayson Fakhar; Claus C Hilgetag
Journal:  PLoS Comput Biol       Date:  2022-06-17       Impact factor: 4.779

7.  The dimensionalities of lesion-deficit mapping.

Authors:  Tianbo Xu; Ashwani Jha; Parashkev Nachev
Journal:  Neuropsychologia       Date:  2017-09-19       Impact factor: 3.139

8.  Strategies for feature extraction from structural brain imaging in lesion-deficit modelling.

Authors:  Vanessa Kasties; Hans-Otto Karnath; Christoph Sperber
Journal:  Hum Brain Mapp       Date:  2021-08-20       Impact factor: 5.038

9.  Outcome after acute ischemic stroke is linked to sex-specific lesion patterns.

Authors:  Anna K Bonkhoff; Markus D Schirmer; Martin Bretzner; Sungmin Hong; Robert W Regenhardt; Mikael Brudfors; Kathleen L Donahue; Marco J Nardin; Adrian V Dalca; Anne-Katrin Giese; Mark R Etherton; Brandon L Hancock; Steven J T Mocking; Elissa C McIntosh; John Attia; Oscar R Benavente; Stephen Bevan; John W Cole; Amanda Donatti; Christoph J Griessenauer; Laura Heitsch; Lukas Holmegaard; Katarina Jood; Jordi Jimenez-Conde; Steven J Kittner; Robin Lemmens; Christopher R Levi; Caitrin W McDonough; James F Meschia; Chia-Ling Phuah; Arndt Rolfs; Stefan Ropele; Jonathan Rosand; Jaume Roquer; Tatjana Rundek; Ralph L Sacco; Reinhold Schmidt; Pankaj Sharma; Agnieszka Slowik; Martin Söderholm; Alessandro Sousa; Tara M Stanne; Daniel Strbian; Turgut Tatlisumak; Vincent Thijs; Achala Vagal; Johan Wasselius; Daniel Woo; Ramin Zand; Patrick F McArdle; Bradford B Worrall; Christina Jern; Arne G Lindgren; Jane Maguire; Danilo Bzdok; Ona Wu; Natalia S Rost
Journal:  Nat Commun       Date:  2021-06-02       Impact factor: 14.919

10.  Game theoretical mapping of white matter contributions to visuospatial attention in stroke patients with hemineglect.

Authors:  Monica N Toba; Melissa Zavaglia; Caroline Malherbe; Tristan Moreau; Federica Rastelli; Anna Kaglik; Romain Valabrègue; Pascale Pradat-Diehl; Claus C Hilgetag; Antoni Valero-Cabré
Journal:  Hum Brain Mapp       Date:  2020-04-03       Impact factor: 5.038

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