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Atypical connectome topography and signal flow in temporal lobe epilepsy
Temporal lobe epilepsy (TLE) is one of the most common pharmaco-resistant epilepsies in adults. While hippocampal pathology is the hallmark of this condition, emerging evidence indicates that brain alterations extend beyond the mesiotemporal epicenter and affect macroscale brain function and cogniti...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10245853/ https://www.ncbi.nlm.nih.gov/pubmed/37292996 http://dx.doi.org/10.1101/2023.05.23.541934 |
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author | Xie, Ke Royer, Jessica Larivière, Sara Rodriguez-Cruces, Raul Frässle, Stefan Cabalo, Donna Gift Ngo, Alexander DeKraker, Jordan Auer, Hans Tavakol, Shahin Weng, Yifei Abdallah, Chifaou Horwood, Linda Frauscher, Birgit Caciagli, Lorenzo Bernasconi, Andrea Bernasconi, Neda Zhang, Zhiqiang Concha, Luis Bernhardt, Boris C. |
author_facet | Xie, Ke Royer, Jessica Larivière, Sara Rodriguez-Cruces, Raul Frässle, Stefan Cabalo, Donna Gift Ngo, Alexander DeKraker, Jordan Auer, Hans Tavakol, Shahin Weng, Yifei Abdallah, Chifaou Horwood, Linda Frauscher, Birgit Caciagli, Lorenzo Bernasconi, Andrea Bernasconi, Neda Zhang, Zhiqiang Concha, Luis Bernhardt, Boris C. |
author_sort | Xie, Ke |
collection | PubMed |
description | Temporal lobe epilepsy (TLE) is one of the most common pharmaco-resistant epilepsies in adults. While hippocampal pathology is the hallmark of this condition, emerging evidence indicates that brain alterations extend beyond the mesiotemporal epicenter and affect macroscale brain function and cognition. We studied macroscale functional reorganization in TLE, explored structural substrates, and examined cognitive associations. We investigated a multisite cohort of 95 patients with pharmaco-resistant TLE and 95 healthy controls using state-of-the-art multimodal 3T magnetic resonance imaging (MRI). We quantified macroscale functional topographic organization using connectome dimensionality reduction techniques and estimated directional functional flow using generative models of effective connectivity. We observed atypical functional topographies in patients with TLE relative to controls, manifesting as reduced functional differentiation between sensory/motor networks and transmodal systems such as the default mode network, with peak alterations in bilateral temporal and ventromedial prefrontal cortices. TLE-related topographic changes were consistent in all three included sites and reflected reductions in hierarchical flow patterns between cortical systems. Integration of parallel multimodal MRI data indicated that these findings were independent of TLE-related cortical grey matter atrophy, but mediated by microstructural alterations in the superficial white matter immediately beneath the cortex. The magnitude of functional perturbations was robustly associated with behavioral markers of memory function. Overall, this work provides converging evidence for macroscale functional imbalances, contributing microstructural alterations, and their associations with cognitive dysfunction in TLE. |
format | Online Article Text |
id | pubmed-10245853 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-102458532023-06-08 Atypical connectome topography and signal flow in temporal lobe epilepsy Xie, Ke Royer, Jessica Larivière, Sara Rodriguez-Cruces, Raul Frässle, Stefan Cabalo, Donna Gift Ngo, Alexander DeKraker, Jordan Auer, Hans Tavakol, Shahin Weng, Yifei Abdallah, Chifaou Horwood, Linda Frauscher, Birgit Caciagli, Lorenzo Bernasconi, Andrea Bernasconi, Neda Zhang, Zhiqiang Concha, Luis Bernhardt, Boris C. bioRxiv Article Temporal lobe epilepsy (TLE) is one of the most common pharmaco-resistant epilepsies in adults. While hippocampal pathology is the hallmark of this condition, emerging evidence indicates that brain alterations extend beyond the mesiotemporal epicenter and affect macroscale brain function and cognition. We studied macroscale functional reorganization in TLE, explored structural substrates, and examined cognitive associations. We investigated a multisite cohort of 95 patients with pharmaco-resistant TLE and 95 healthy controls using state-of-the-art multimodal 3T magnetic resonance imaging (MRI). We quantified macroscale functional topographic organization using connectome dimensionality reduction techniques and estimated directional functional flow using generative models of effective connectivity. We observed atypical functional topographies in patients with TLE relative to controls, manifesting as reduced functional differentiation between sensory/motor networks and transmodal systems such as the default mode network, with peak alterations in bilateral temporal and ventromedial prefrontal cortices. TLE-related topographic changes were consistent in all three included sites and reflected reductions in hierarchical flow patterns between cortical systems. Integration of parallel multimodal MRI data indicated that these findings were independent of TLE-related cortical grey matter atrophy, but mediated by microstructural alterations in the superficial white matter immediately beneath the cortex. The magnitude of functional perturbations was robustly associated with behavioral markers of memory function. Overall, this work provides converging evidence for macroscale functional imbalances, contributing microstructural alterations, and their associations with cognitive dysfunction in TLE. Cold Spring Harbor Laboratory 2023-05-24 /pmc/articles/PMC10245853/ /pubmed/37292996 http://dx.doi.org/10.1101/2023.05.23.541934 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Xie, Ke Royer, Jessica Larivière, Sara Rodriguez-Cruces, Raul Frässle, Stefan Cabalo, Donna Gift Ngo, Alexander DeKraker, Jordan Auer, Hans Tavakol, Shahin Weng, Yifei Abdallah, Chifaou Horwood, Linda Frauscher, Birgit Caciagli, Lorenzo Bernasconi, Andrea Bernasconi, Neda Zhang, Zhiqiang Concha, Luis Bernhardt, Boris C. Atypical connectome topography and signal flow in temporal lobe epilepsy |
title | Atypical connectome topography and signal flow in temporal lobe epilepsy |
title_full | Atypical connectome topography and signal flow in temporal lobe epilepsy |
title_fullStr | Atypical connectome topography and signal flow in temporal lobe epilepsy |
title_full_unstemmed | Atypical connectome topography and signal flow in temporal lobe epilepsy |
title_short | Atypical connectome topography and signal flow in temporal lobe epilepsy |
title_sort | atypical connectome topography and signal flow in temporal lobe epilepsy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10245853/ https://www.ncbi.nlm.nih.gov/pubmed/37292996 http://dx.doi.org/10.1101/2023.05.23.541934 |
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