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Structural disconnection and functional reorganization in Fabry disease: a multimodal MRI study
Central nervous system involvement in Fabry disease, a rare systemic X-linked lysosomal storage disorder, is characterized by the presence of heterogeneous but consistent functional and microstructural changes. Nevertheless, knowledge about the degree and extension of macro-scale brain connectivity...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9327118/ https://www.ncbi.nlm.nih.gov/pubmed/35912136 http://dx.doi.org/10.1093/braincomms/fcac187 |
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author | Gabusi, Ilaria Pontillo, Giuseppe Petracca, Maria Battocchio, Matteo Bosticardo, Sara Costabile, Teresa Daducci, Alessandro Pane, Chiara Riccio, Eleonora Pisani, Antonio Brunetti, Arturo Schiavi, Simona Cocozza, Sirio |
author_facet | Gabusi, Ilaria Pontillo, Giuseppe Petracca, Maria Battocchio, Matteo Bosticardo, Sara Costabile, Teresa Daducci, Alessandro Pane, Chiara Riccio, Eleonora Pisani, Antonio Brunetti, Arturo Schiavi, Simona Cocozza, Sirio |
author_sort | Gabusi, Ilaria |
collection | PubMed |
description | Central nervous system involvement in Fabry disease, a rare systemic X-linked lysosomal storage disorder, is characterized by the presence of heterogeneous but consistent functional and microstructural changes. Nevertheless, knowledge about the degree and extension of macro-scale brain connectivity modifications is to date missing. In this work, we performed connectomic analyses of diffusion and resting-state functional MRI to investigate changes of both structural and functional brain organization in Fabry disease, as well as to explore the relationship between the two and their clinical correlates. In this retrospective cross-sectional study, 46 patients with Fabry disease (28F, 42.2 ± 13.2years) and 49 healthy controls (21F, 42.3 ± 16.3years) were included. All subjects underwent an MRI examination including anatomical, diffusion and resting-state functional sequences. Images were processed to obtain quantitative structural and functional connectomes, where the connections between regions of interest were weighted by the total intra-axonal signal contribution of the corresponding bundle and by the correlation between blood-oxygen level–dependent time series, respectively. We explored between-group differences in terms of both global network properties, expressed with graph measures and specific connected subnetworks, identified using a network-based statistics approach. As exploratory analyses, we also investigated the possible association between cognitive performance and structural and functional connectome modifications at both global and subnetwork level in a subgroup of patients (n = 11). Compared with healthy controls, patients with Fabry disease showed a significantly reduced global efficiency (P = 0.005) and mean strength (P < 0.001) in structural connectomes, together with an increased modularity (P = 0.005) in functional networks. As for the network-based statistics analysis, a subnetwork with decreased structural connectivity in patients with Fabry disease compared with healthy controls emerged, with eight nodes mainly located at the level of frontal or deep grey-matter areas. When probing the relation between altered global network metrics and neuropsychological tests, correlations emerged between the structural and functional disruption with results at verbal and working memory tests, respectively. Furthermore, structural disruption at subnetwork level was associated with worse executive functioning, with a significant moderation effect of functional changes suggesting a compensation mechanism. Taken together, these results further expand the current knowledge about brain involvement in Fabry disease, showing widespread structural disconnection and functional reorganization, primarily sustained by loss in axonal integrity and correlating with cognitive performance. |
format | Online Article Text |
id | pubmed-9327118 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-93271182022-07-28 Structural disconnection and functional reorganization in Fabry disease: a multimodal MRI study Gabusi, Ilaria Pontillo, Giuseppe Petracca, Maria Battocchio, Matteo Bosticardo, Sara Costabile, Teresa Daducci, Alessandro Pane, Chiara Riccio, Eleonora Pisani, Antonio Brunetti, Arturo Schiavi, Simona Cocozza, Sirio Brain Commun Original Article Central nervous system involvement in Fabry disease, a rare systemic X-linked lysosomal storage disorder, is characterized by the presence of heterogeneous but consistent functional and microstructural changes. Nevertheless, knowledge about the degree and extension of macro-scale brain connectivity modifications is to date missing. In this work, we performed connectomic analyses of diffusion and resting-state functional MRI to investigate changes of both structural and functional brain organization in Fabry disease, as well as to explore the relationship between the two and their clinical correlates. In this retrospective cross-sectional study, 46 patients with Fabry disease (28F, 42.2 ± 13.2years) and 49 healthy controls (21F, 42.3 ± 16.3years) were included. All subjects underwent an MRI examination including anatomical, diffusion and resting-state functional sequences. Images were processed to obtain quantitative structural and functional connectomes, where the connections between regions of interest were weighted by the total intra-axonal signal contribution of the corresponding bundle and by the correlation between blood-oxygen level–dependent time series, respectively. We explored between-group differences in terms of both global network properties, expressed with graph measures and specific connected subnetworks, identified using a network-based statistics approach. As exploratory analyses, we also investigated the possible association between cognitive performance and structural and functional connectome modifications at both global and subnetwork level in a subgroup of patients (n = 11). Compared with healthy controls, patients with Fabry disease showed a significantly reduced global efficiency (P = 0.005) and mean strength (P < 0.001) in structural connectomes, together with an increased modularity (P = 0.005) in functional networks. As for the network-based statistics analysis, a subnetwork with decreased structural connectivity in patients with Fabry disease compared with healthy controls emerged, with eight nodes mainly located at the level of frontal or deep grey-matter areas. When probing the relation between altered global network metrics and neuropsychological tests, correlations emerged between the structural and functional disruption with results at verbal and working memory tests, respectively. Furthermore, structural disruption at subnetwork level was associated with worse executive functioning, with a significant moderation effect of functional changes suggesting a compensation mechanism. Taken together, these results further expand the current knowledge about brain involvement in Fabry disease, showing widespread structural disconnection and functional reorganization, primarily sustained by loss in axonal integrity and correlating with cognitive performance. Oxford University Press 2022-07-22 /pmc/articles/PMC9327118/ /pubmed/35912136 http://dx.doi.org/10.1093/braincomms/fcac187 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the Guarantors of Brain. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Gabusi, Ilaria Pontillo, Giuseppe Petracca, Maria Battocchio, Matteo Bosticardo, Sara Costabile, Teresa Daducci, Alessandro Pane, Chiara Riccio, Eleonora Pisani, Antonio Brunetti, Arturo Schiavi, Simona Cocozza, Sirio Structural disconnection and functional reorganization in Fabry disease: a multimodal MRI study |
title | Structural disconnection and functional reorganization in Fabry disease: a multimodal MRI study |
title_full | Structural disconnection and functional reorganization in Fabry disease: a multimodal MRI study |
title_fullStr | Structural disconnection and functional reorganization in Fabry disease: a multimodal MRI study |
title_full_unstemmed | Structural disconnection and functional reorganization in Fabry disease: a multimodal MRI study |
title_short | Structural disconnection and functional reorganization in Fabry disease: a multimodal MRI study |
title_sort | structural disconnection and functional reorganization in fabry disease: a multimodal mri study |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9327118/ https://www.ncbi.nlm.nih.gov/pubmed/35912136 http://dx.doi.org/10.1093/braincomms/fcac187 |
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