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Damage to the structural connectome reflected in resting-state fMRI functional connectivity

The relationship between structural and functional connectivity has been mostly examined in intact brains. Fewer studies have examined how differences in structure as a result of injury alters function. In this study we analyzed the relationship of structure to function across patients with stroke a...

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Autores principales: Wodeyar, Anirudh, Cassidy, Jessica M., Cramer, Steven C., Srinivasan, Ramesh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MIT Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7781612/
https://www.ncbi.nlm.nih.gov/pubmed/33409436
http://dx.doi.org/10.1162/netn_a_00160
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author Wodeyar, Anirudh
Cassidy, Jessica M.
Cramer, Steven C.
Srinivasan, Ramesh
author_facet Wodeyar, Anirudh
Cassidy, Jessica M.
Cramer, Steven C.
Srinivasan, Ramesh
author_sort Wodeyar, Anirudh
collection PubMed
description The relationship between structural and functional connectivity has been mostly examined in intact brains. Fewer studies have examined how differences in structure as a result of injury alters function. In this study we analyzed the relationship of structure to function across patients with stroke among whom infarcts caused heterogenous structural damage. We estimated relationships between distinct brain regions of interest (ROIs) from functional MRI in two pipelines. In one analysis pipeline, we measured functional connectivity by using correlation and partial correlation between 114 cortical ROIs. We found fMRI-BOLD partial correlation was altered at more edges as a function of the structural connectome (SC) damage, relative to the correlation. In a second analysis pipeline, we limited our analysis to fMRI correlations between pairs of voxels for which we possess SC information. We found that voxel-level functional connectivity showed the effect of structural damage that we could not see when examining correlations between ROIs. Further, the effects of structural damage on functional connectivity are consistent with a model of functional connectivity, diffusion, which expects functional connectivity to result from activity spreading over multiple edge anatomical paths.
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spelling pubmed-77816122021-01-05 Damage to the structural connectome reflected in resting-state fMRI functional connectivity Wodeyar, Anirudh Cassidy, Jessica M. Cramer, Steven C. Srinivasan, Ramesh Netw Neurosci Research Article The relationship between structural and functional connectivity has been mostly examined in intact brains. Fewer studies have examined how differences in structure as a result of injury alters function. In this study we analyzed the relationship of structure to function across patients with stroke among whom infarcts caused heterogenous structural damage. We estimated relationships between distinct brain regions of interest (ROIs) from functional MRI in two pipelines. In one analysis pipeline, we measured functional connectivity by using correlation and partial correlation between 114 cortical ROIs. We found fMRI-BOLD partial correlation was altered at more edges as a function of the structural connectome (SC) damage, relative to the correlation. In a second analysis pipeline, we limited our analysis to fMRI correlations between pairs of voxels for which we possess SC information. We found that voxel-level functional connectivity showed the effect of structural damage that we could not see when examining correlations between ROIs. Further, the effects of structural damage on functional connectivity are consistent with a model of functional connectivity, diffusion, which expects functional connectivity to result from activity spreading over multiple edge anatomical paths. MIT Press 2020-12-01 /pmc/articles/PMC7781612/ /pubmed/33409436 http://dx.doi.org/10.1162/netn_a_00160 Text en © 2020 Massachusetts Institute of Technology This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. For a full description of the license, please visit https://creativecommons.org/licenses/by/4.0/legalcode.
spellingShingle Research Article
Wodeyar, Anirudh
Cassidy, Jessica M.
Cramer, Steven C.
Srinivasan, Ramesh
Damage to the structural connectome reflected in resting-state fMRI functional connectivity
title Damage to the structural connectome reflected in resting-state fMRI functional connectivity
title_full Damage to the structural connectome reflected in resting-state fMRI functional connectivity
title_fullStr Damage to the structural connectome reflected in resting-state fMRI functional connectivity
title_full_unstemmed Damage to the structural connectome reflected in resting-state fMRI functional connectivity
title_short Damage to the structural connectome reflected in resting-state fMRI functional connectivity
title_sort damage to the structural connectome reflected in resting-state fmri functional connectivity
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7781612/
https://www.ncbi.nlm.nih.gov/pubmed/33409436
http://dx.doi.org/10.1162/netn_a_00160
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