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Network structure and transcriptomic vulnerability shape atrophy in frontotemporal dementia
Connections among brain regions allow pathological perturbations to spread from a single source region to multiple regions. Patterns of neurodegeneration in multiple diseases, including behavioural variant of frontotemporal dementia (bvFTD), resemble the large-scale functional systems, but how bvFTD...
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/PMC9825569/ https://www.ncbi.nlm.nih.gov/pubmed/35188955 http://dx.doi.org/10.1093/brain/awac069 |
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author | Shafiei, Golia Bazinet, Vincent Dadar, Mahsa Manera, Ana L Collins, D Louis Dagher, Alain Borroni, Barbara Sanchez-Valle, Raquel Moreno, Fermin Laforce, Robert Graff, Caroline Synofzik, Matthis Galimberti, Daniela Rowe, James B Masellis, Mario Tartaglia, Maria Carmela Finger, Elizabeth Vandenberghe, Rik de Mendonça, Alexandre Tagliavini, Fabrizio Santana, Isabel Butler, Chris Gerhard, Alex Danek, Adrian Levin, Johannes Otto, Markus Sorbi, Sandro Jiskoot, Lize C Seelaar, Harro van Swieten, John C Rohrer, Jonathan D Misic, Bratislav Ducharme, Simon |
author_facet | Shafiei, Golia Bazinet, Vincent Dadar, Mahsa Manera, Ana L Collins, D Louis Dagher, Alain Borroni, Barbara Sanchez-Valle, Raquel Moreno, Fermin Laforce, Robert Graff, Caroline Synofzik, Matthis Galimberti, Daniela Rowe, James B Masellis, Mario Tartaglia, Maria Carmela Finger, Elizabeth Vandenberghe, Rik de Mendonça, Alexandre Tagliavini, Fabrizio Santana, Isabel Butler, Chris Gerhard, Alex Danek, Adrian Levin, Johannes Otto, Markus Sorbi, Sandro Jiskoot, Lize C Seelaar, Harro van Swieten, John C Rohrer, Jonathan D Misic, Bratislav Ducharme, Simon |
author_sort | Shafiei, Golia |
collection | PubMed |
description | Connections among brain regions allow pathological perturbations to spread from a single source region to multiple regions. Patterns of neurodegeneration in multiple diseases, including behavioural variant of frontotemporal dementia (bvFTD), resemble the large-scale functional systems, but how bvFTD-related atrophy patterns relate to structural network organization remains unknown. Here we investigate whether neurodegeneration patterns in sporadic and genetic bvFTD are conditioned by connectome architecture. Regional atrophy patterns were estimated in both genetic bvFTD (75 patients, 247 controls) and sporadic bvFTD (70 patients, 123 controls). First, we identified distributed atrophy patterns in bvFTD, mainly targeting areas associated with the limbic intrinsic network and insular cytoarchitectonic class. Regional atrophy was significantly correlated with atrophy of structurally- and functionally-connected neighbours, demonstrating that network structure shapes atrophy patterns. The anterior insula was identified as the predominant group epicentre of brain atrophy using data-driven and simulation-based methods, with some secondary regions in frontal ventromedial and antero-medial temporal areas. We found that FTD-related genes, namely C9orf72 and TARDBP, confer local transcriptomic vulnerability to the disease, modulating the propagation of pathology through the connectome. Collectively, our results demonstrate that atrophy patterns in sporadic and genetic bvFTD are jointly shaped by global connectome architecture and local transcriptomic vulnerability, providing an explanation as to how heterogenous pathological entities can lead to the same clinical syndrome. |
format | Online Article Text |
id | pubmed-9825569 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-98255692023-01-10 Network structure and transcriptomic vulnerability shape atrophy in frontotemporal dementia Shafiei, Golia Bazinet, Vincent Dadar, Mahsa Manera, Ana L Collins, D Louis Dagher, Alain Borroni, Barbara Sanchez-Valle, Raquel Moreno, Fermin Laforce, Robert Graff, Caroline Synofzik, Matthis Galimberti, Daniela Rowe, James B Masellis, Mario Tartaglia, Maria Carmela Finger, Elizabeth Vandenberghe, Rik de Mendonça, Alexandre Tagliavini, Fabrizio Santana, Isabel Butler, Chris Gerhard, Alex Danek, Adrian Levin, Johannes Otto, Markus Sorbi, Sandro Jiskoot, Lize C Seelaar, Harro van Swieten, John C Rohrer, Jonathan D Misic, Bratislav Ducharme, Simon Brain Original Article Connections among brain regions allow pathological perturbations to spread from a single source region to multiple regions. Patterns of neurodegeneration in multiple diseases, including behavioural variant of frontotemporal dementia (bvFTD), resemble the large-scale functional systems, but how bvFTD-related atrophy patterns relate to structural network organization remains unknown. Here we investigate whether neurodegeneration patterns in sporadic and genetic bvFTD are conditioned by connectome architecture. Regional atrophy patterns were estimated in both genetic bvFTD (75 patients, 247 controls) and sporadic bvFTD (70 patients, 123 controls). First, we identified distributed atrophy patterns in bvFTD, mainly targeting areas associated with the limbic intrinsic network and insular cytoarchitectonic class. Regional atrophy was significantly correlated with atrophy of structurally- and functionally-connected neighbours, demonstrating that network structure shapes atrophy patterns. The anterior insula was identified as the predominant group epicentre of brain atrophy using data-driven and simulation-based methods, with some secondary regions in frontal ventromedial and antero-medial temporal areas. We found that FTD-related genes, namely C9orf72 and TARDBP, confer local transcriptomic vulnerability to the disease, modulating the propagation of pathology through the connectome. Collectively, our results demonstrate that atrophy patterns in sporadic and genetic bvFTD are jointly shaped by global connectome architecture and local transcriptomic vulnerability, providing an explanation as to how heterogenous pathological entities can lead to the same clinical syndrome. Oxford University Press 2022-02-21 /pmc/articles/PMC9825569/ /pubmed/35188955 http://dx.doi.org/10.1093/brain/awac069 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the Guarantors of Brain. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Original Article Shafiei, Golia Bazinet, Vincent Dadar, Mahsa Manera, Ana L Collins, D Louis Dagher, Alain Borroni, Barbara Sanchez-Valle, Raquel Moreno, Fermin Laforce, Robert Graff, Caroline Synofzik, Matthis Galimberti, Daniela Rowe, James B Masellis, Mario Tartaglia, Maria Carmela Finger, Elizabeth Vandenberghe, Rik de Mendonça, Alexandre Tagliavini, Fabrizio Santana, Isabel Butler, Chris Gerhard, Alex Danek, Adrian Levin, Johannes Otto, Markus Sorbi, Sandro Jiskoot, Lize C Seelaar, Harro van Swieten, John C Rohrer, Jonathan D Misic, Bratislav Ducharme, Simon Network structure and transcriptomic vulnerability shape atrophy in frontotemporal dementia |
title | Network structure and transcriptomic vulnerability shape atrophy in frontotemporal dementia |
title_full | Network structure and transcriptomic vulnerability shape atrophy in frontotemporal dementia |
title_fullStr | Network structure and transcriptomic vulnerability shape atrophy in frontotemporal dementia |
title_full_unstemmed | Network structure and transcriptomic vulnerability shape atrophy in frontotemporal dementia |
title_short | Network structure and transcriptomic vulnerability shape atrophy in frontotemporal dementia |
title_sort | network structure and transcriptomic vulnerability shape atrophy in frontotemporal dementia |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825569/ https://www.ncbi.nlm.nih.gov/pubmed/35188955 http://dx.doi.org/10.1093/brain/awac069 |
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