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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
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.
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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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