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

White matter bundles linking gray matter nodes are key anatomical players to fully characterize associations between brain systems and cognitive functions. Here we used a multivariate lesion inference approach grounded in coalitional game theory (multiperturbation Shapley value analysis, MSA) to inf...

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Autores principales: Toba, Monica N., Zavaglia, Melissa, Malherbe, Caroline, Moreau, Tristan, Rastelli, Federica, Kaglik, Anna, Valabrègue, Romain, Pradat‐Diehl, Pascale, Hilgetag, Claus C., Valero‐Cabré, Antoni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7336155/
https://www.ncbi.nlm.nih.gov/pubmed/32243676
http://dx.doi.org/10.1002/hbm.24987
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author Toba, Monica N.
Zavaglia, Melissa
Malherbe, Caroline
Moreau, Tristan
Rastelli, Federica
Kaglik, Anna
Valabrègue, Romain
Pradat‐Diehl, Pascale
Hilgetag, Claus C.
Valero‐Cabré, Antoni
author_facet Toba, Monica N.
Zavaglia, Melissa
Malherbe, Caroline
Moreau, Tristan
Rastelli, Federica
Kaglik, Anna
Valabrègue, Romain
Pradat‐Diehl, Pascale
Hilgetag, Claus C.
Valero‐Cabré, Antoni
author_sort Toba, Monica N.
collection PubMed
description White matter bundles linking gray matter nodes are key anatomical players to fully characterize associations between brain systems and cognitive functions. Here we used a multivariate lesion inference approach grounded in coalitional game theory (multiperturbation Shapley value analysis, MSA) to infer causal contributions of white matter bundles to visuospatial orienting of attention. Our work is based on the characterization of the lesion patterns of 25 right hemisphere stroke patients and the causal analysis of their impact on three neuropsychological tasks: line bisection, letter cancellation, and bells cancellation. We report that, out of the 11 white matter bundles included in our MSA coalitions, the optic radiations, the inferior fronto‐occipital fasciculus and the anterior cingulum were the only tracts to display task‐invariant contributions (positive, positive, and negative, respectively) to the tasks. We also report task‐dependent influences for the branches of the superior longitudinal fasciculus and the posterior cingulum. By extending prior findings to white matter tracts linking key gray matter nodes, we further characterize from a network perspective the anatomical basis of visual and attentional orienting processes. The knowledge about interactions patterns mediated by white matter tracts linking cortical nodes of attention orienting networks, consolidated by further studies, may help develop and customize brain stimulation approaches for the rehabilitation of visuospatial neglect.
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spelling pubmed-73361552020-07-08 Game theoretical mapping of white matter contributions to visuospatial attention in stroke patients with hemineglect Toba, Monica N. Zavaglia, Melissa Malherbe, Caroline Moreau, Tristan Rastelli, Federica Kaglik, Anna Valabrègue, Romain Pradat‐Diehl, Pascale Hilgetag, Claus C. Valero‐Cabré, Antoni Hum Brain Mapp Research Articles White matter bundles linking gray matter nodes are key anatomical players to fully characterize associations between brain systems and cognitive functions. Here we used a multivariate lesion inference approach grounded in coalitional game theory (multiperturbation Shapley value analysis, MSA) to infer causal contributions of white matter bundles to visuospatial orienting of attention. Our work is based on the characterization of the lesion patterns of 25 right hemisphere stroke patients and the causal analysis of their impact on three neuropsychological tasks: line bisection, letter cancellation, and bells cancellation. We report that, out of the 11 white matter bundles included in our MSA coalitions, the optic radiations, the inferior fronto‐occipital fasciculus and the anterior cingulum were the only tracts to display task‐invariant contributions (positive, positive, and negative, respectively) to the tasks. We also report task‐dependent influences for the branches of the superior longitudinal fasciculus and the posterior cingulum. By extending prior findings to white matter tracts linking key gray matter nodes, we further characterize from a network perspective the anatomical basis of visual and attentional orienting processes. The knowledge about interactions patterns mediated by white matter tracts linking cortical nodes of attention orienting networks, consolidated by further studies, may help develop and customize brain stimulation approaches for the rehabilitation of visuospatial neglect. John Wiley & Sons, Inc. 2020-04-03 /pmc/articles/PMC7336155/ /pubmed/32243676 http://dx.doi.org/10.1002/hbm.24987 Text en © 2020 The Authors. Human Brain Mapping published by Wiley Periodicals, Inc. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Toba, Monica N.
Zavaglia, Melissa
Malherbe, Caroline
Moreau, Tristan
Rastelli, Federica
Kaglik, Anna
Valabrègue, Romain
Pradat‐Diehl, Pascale
Hilgetag, Claus C.
Valero‐Cabré, Antoni
Game theoretical mapping of white matter contributions to visuospatial attention in stroke patients with hemineglect
title Game theoretical mapping of white matter contributions to visuospatial attention in stroke patients with hemineglect
title_full Game theoretical mapping of white matter contributions to visuospatial attention in stroke patients with hemineglect
title_fullStr Game theoretical mapping of white matter contributions to visuospatial attention in stroke patients with hemineglect
title_full_unstemmed Game theoretical mapping of white matter contributions to visuospatial attention in stroke patients with hemineglect
title_short Game theoretical mapping of white matter contributions to visuospatial attention in stroke patients with hemineglect
title_sort game theoretical mapping of white matter contributions to visuospatial attention in stroke patients with hemineglect
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7336155/
https://www.ncbi.nlm.nih.gov/pubmed/32243676
http://dx.doi.org/10.1002/hbm.24987
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