Cargando…
Cortical timescales and the modular organization of structural and functional brain networks
Recent years have seen growing interest in characterizing the properties of regional brain dynamics and their relationship to other features of brain structure and function. In particular, multiple studies have observed regional differences in the “timescale” over which activity fluctuates during pe...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10370009/ https://www.ncbi.nlm.nih.gov/pubmed/37502887 http://dx.doi.org/10.1101/2023.07.12.548751 |
_version_ | 1785077874821169152 |
---|---|
author | Lurie, Daniel J. Pappas, Ioannis D’Esposito, Mark |
author_facet | Lurie, Daniel J. Pappas, Ioannis D’Esposito, Mark |
author_sort | Lurie, Daniel J. |
collection | PubMed |
description | Recent years have seen growing interest in characterizing the properties of regional brain dynamics and their relationship to other features of brain structure and function. In particular, multiple studies have observed regional differences in the “timescale” over which activity fluctuates during periods of quiet rest. In the cerebral cortex, these timescales have been associated with both local circuit properties as well as patterns of inter-regional connectivity, including the extent to which each region exhibits widespread connectivity to other brain areas. In the current study, we build on prior observations of an association between connectivity and dynamics in the cerebral cortex by investigating the relationship between BOLD fMRI timescales and the modular organization of structural and functional brain networks. We characterize network community structure across multiple scales and find that longer timescales are associated with greater within-community functional connectivity and diverse structural connectivity. We also replicate prior observations of a positive correlation between timescales and structural connectivity degree. Finally, we find evidence for preferential functional connectivity between cortical areas with similar timescales. We replicate these findings in an independent dataset. These results contribute to our understanding of functional brain organization and structure-function relationships in the human brain, and support the notion that regional differences in cortical dynamics may in part reflect the topological role of each region within macroscale brain networks. |
format | Online Article Text |
id | pubmed-10370009 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-103700092023-07-27 Cortical timescales and the modular organization of structural and functional brain networks Lurie, Daniel J. Pappas, Ioannis D’Esposito, Mark bioRxiv Article Recent years have seen growing interest in characterizing the properties of regional brain dynamics and their relationship to other features of brain structure and function. In particular, multiple studies have observed regional differences in the “timescale” over which activity fluctuates during periods of quiet rest. In the cerebral cortex, these timescales have been associated with both local circuit properties as well as patterns of inter-regional connectivity, including the extent to which each region exhibits widespread connectivity to other brain areas. In the current study, we build on prior observations of an association between connectivity and dynamics in the cerebral cortex by investigating the relationship between BOLD fMRI timescales and the modular organization of structural and functional brain networks. We characterize network community structure across multiple scales and find that longer timescales are associated with greater within-community functional connectivity and diverse structural connectivity. We also replicate prior observations of a positive correlation between timescales and structural connectivity degree. Finally, we find evidence for preferential functional connectivity between cortical areas with similar timescales. We replicate these findings in an independent dataset. These results contribute to our understanding of functional brain organization and structure-function relationships in the human brain, and support the notion that regional differences in cortical dynamics may in part reflect the topological role of each region within macroscale brain networks. Cold Spring Harbor Laboratory 2023-07-12 /pmc/articles/PMC10370009/ /pubmed/37502887 http://dx.doi.org/10.1101/2023.07.12.548751 Text en https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Lurie, Daniel J. Pappas, Ioannis D’Esposito, Mark Cortical timescales and the modular organization of structural and functional brain networks |
title | Cortical timescales and the modular organization of structural and functional brain networks |
title_full | Cortical timescales and the modular organization of structural and functional brain networks |
title_fullStr | Cortical timescales and the modular organization of structural and functional brain networks |
title_full_unstemmed | Cortical timescales and the modular organization of structural and functional brain networks |
title_short | Cortical timescales and the modular organization of structural and functional brain networks |
title_sort | cortical timescales and the modular organization of structural and functional brain networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10370009/ https://www.ncbi.nlm.nih.gov/pubmed/37502887 http://dx.doi.org/10.1101/2023.07.12.548751 |
work_keys_str_mv | AT luriedanielj corticaltimescalesandthemodularorganizationofstructuralandfunctionalbrainnetworks AT pappasioannis corticaltimescalesandthemodularorganizationofstructuralandfunctionalbrainnetworks AT despositomark corticaltimescalesandthemodularorganizationofstructuralandfunctionalbrainnetworks |