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The biological role of local and global fMRI BOLD signal variability in human brain organization
Variability drives the organization and behavior of complex systems, including the human brain. Understanding the variability of brain signals is thus necessary to broaden our window into brain function and behavior. Few empirical investigations of macroscale brain signal variability have yet been u...
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/PMC10634715/ https://www.ncbi.nlm.nih.gov/pubmed/37961684 http://dx.doi.org/10.1101/2023.10.22.563476 |
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author | Baracchini, Giulia Zhou, Yigu da Silva Castanheira, Jason Hansen, Justine Y. Rieck, Jenny Turner, Gary R. Grady, Cheryl L. Misic, Bratislav Nomi, Jason Uddin, Lucina Q. Spreng, R. Nathan |
author_facet | Baracchini, Giulia Zhou, Yigu da Silva Castanheira, Jason Hansen, Justine Y. Rieck, Jenny Turner, Gary R. Grady, Cheryl L. Misic, Bratislav Nomi, Jason Uddin, Lucina Q. Spreng, R. Nathan |
author_sort | Baracchini, Giulia |
collection | PubMed |
description | Variability drives the organization and behavior of complex systems, including the human brain. Understanding the variability of brain signals is thus necessary to broaden our window into brain function and behavior. Few empirical investigations of macroscale brain signal variability have yet been undertaken, given the difficulty in separating biological sources of variance from artefactual noise. Here, we characterize the temporal variability of the most predominant macroscale brain signal, the fMRI BOLD signal, and systematically investigate its statistical, topographical and neurobiological properties. We contrast fMRI acquisition protocols, and integrate across histology, microstructure, transcriptomics, neurotransmitter receptor and metabolic data, fMRI static connectivity, and empirical and simulated magnetoencephalography data. We show that BOLD signal variability represents a spatially heterogeneous, central property of multi-scale multi-modal brain organization, distinct from noise. Our work establishes the biological relevance of BOLD signal variability and provides a lens on brain stochasticity across spatial and temporal scales. |
format | Online Article Text |
id | pubmed-10634715 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-106347152023-11-13 The biological role of local and global fMRI BOLD signal variability in human brain organization Baracchini, Giulia Zhou, Yigu da Silva Castanheira, Jason Hansen, Justine Y. Rieck, Jenny Turner, Gary R. Grady, Cheryl L. Misic, Bratislav Nomi, Jason Uddin, Lucina Q. Spreng, R. Nathan bioRxiv Article Variability drives the organization and behavior of complex systems, including the human brain. Understanding the variability of brain signals is thus necessary to broaden our window into brain function and behavior. Few empirical investigations of macroscale brain signal variability have yet been undertaken, given the difficulty in separating biological sources of variance from artefactual noise. Here, we characterize the temporal variability of the most predominant macroscale brain signal, the fMRI BOLD signal, and systematically investigate its statistical, topographical and neurobiological properties. We contrast fMRI acquisition protocols, and integrate across histology, microstructure, transcriptomics, neurotransmitter receptor and metabolic data, fMRI static connectivity, and empirical and simulated magnetoencephalography data. We show that BOLD signal variability represents a spatially heterogeneous, central property of multi-scale multi-modal brain organization, distinct from noise. Our work establishes the biological relevance of BOLD signal variability and provides a lens on brain stochasticity across spatial and temporal scales. Cold Spring Harbor Laboratory 2023-10-23 /pmc/articles/PMC10634715/ /pubmed/37961684 http://dx.doi.org/10.1101/2023.10.22.563476 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 Baracchini, Giulia Zhou, Yigu da Silva Castanheira, Jason Hansen, Justine Y. Rieck, Jenny Turner, Gary R. Grady, Cheryl L. Misic, Bratislav Nomi, Jason Uddin, Lucina Q. Spreng, R. Nathan The biological role of local and global fMRI BOLD signal variability in human brain organization |
title | The biological role of local and global fMRI BOLD signal variability in human brain organization |
title_full | The biological role of local and global fMRI BOLD signal variability in human brain organization |
title_fullStr | The biological role of local and global fMRI BOLD signal variability in human brain organization |
title_full_unstemmed | The biological role of local and global fMRI BOLD signal variability in human brain organization |
title_short | The biological role of local and global fMRI BOLD signal variability in human brain organization |
title_sort | biological role of local and global fmri bold signal variability in human brain organization |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10634715/ https://www.ncbi.nlm.nih.gov/pubmed/37961684 http://dx.doi.org/10.1101/2023.10.22.563476 |
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