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Correspondence between BOLD fMRI task response and cerebrovascular reactivity across the cerebral cortex
BOLD sensitivity to baseline perfusion and blood volume is a well-acknowledged fMRI confound. Vascular correction techniques based on cerebrovascular reactivity (CVR) might reduce variance due to baseline cerebral blood volume, however this is predicated on an invariant linear relationship between C...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10203231/ https://www.ncbi.nlm.nih.gov/pubmed/37228813 http://dx.doi.org/10.3389/fphys.2023.1167148 |
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author | Williams, Rebecca J. Specht, Jacinta L. Mazerolle, Erin L. Lebel, R. Marc MacDonald, M. Ethan Pike, G. Bruce |
author_facet | Williams, Rebecca J. Specht, Jacinta L. Mazerolle, Erin L. Lebel, R. Marc MacDonald, M. Ethan Pike, G. Bruce |
author_sort | Williams, Rebecca J. |
collection | PubMed |
description | BOLD sensitivity to baseline perfusion and blood volume is a well-acknowledged fMRI confound. Vascular correction techniques based on cerebrovascular reactivity (CVR) might reduce variance due to baseline cerebral blood volume, however this is predicated on an invariant linear relationship between CVR and BOLD signal magnitude. Cognitive paradigms have relatively low signal, high variance and involve spatially heterogenous cortical regions; it is therefore unclear whether the BOLD response magnitude to complex paradigms can be predicted by CVR. The feasibility of predicting BOLD signal magnitude from CVR was explored in the present work across two experiments using different CVR approaches. The first utilized a large database containing breath-hold BOLD responses and 3 different cognitive tasks. The second experiment, in an independent sample, calculated CVR using the delivery of a fixed concentration of carbon dioxide and a different cognitive task. An atlas-based regression approach was implemented for both experiments to evaluate the shared variance between task-invoked BOLD responses and CVR across the cerebral cortex. Both experiments found significant relationships between CVR and task-based BOLD magnitude, with activation in the right cuneus (R (2) = 0.64) and paracentral gyrus (R (2) = 0.71), and the left pars opercularis (R (2) = 0.67), superior frontal gyrus (R (2) = 0.62) and inferior parietal cortex (R (2) = 0.63) strongly predicted by CVR. The parietal regions bilaterally were highly consistent, with linear regressions significant in these regions for all four tasks. Group analyses showed that CVR correction increased BOLD sensitivity. Overall, this work suggests that BOLD signal response magnitudes to cognitive tasks are predicted by CVR across different regions of the cerebral cortex, providing support for the use of correction based on baseline vascular physiology. |
format | Online Article Text |
id | pubmed-10203231 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102032312023-05-24 Correspondence between BOLD fMRI task response and cerebrovascular reactivity across the cerebral cortex Williams, Rebecca J. Specht, Jacinta L. Mazerolle, Erin L. Lebel, R. Marc MacDonald, M. Ethan Pike, G. Bruce Front Physiol Physiology BOLD sensitivity to baseline perfusion and blood volume is a well-acknowledged fMRI confound. Vascular correction techniques based on cerebrovascular reactivity (CVR) might reduce variance due to baseline cerebral blood volume, however this is predicated on an invariant linear relationship between CVR and BOLD signal magnitude. Cognitive paradigms have relatively low signal, high variance and involve spatially heterogenous cortical regions; it is therefore unclear whether the BOLD response magnitude to complex paradigms can be predicted by CVR. The feasibility of predicting BOLD signal magnitude from CVR was explored in the present work across two experiments using different CVR approaches. The first utilized a large database containing breath-hold BOLD responses and 3 different cognitive tasks. The second experiment, in an independent sample, calculated CVR using the delivery of a fixed concentration of carbon dioxide and a different cognitive task. An atlas-based regression approach was implemented for both experiments to evaluate the shared variance between task-invoked BOLD responses and CVR across the cerebral cortex. Both experiments found significant relationships between CVR and task-based BOLD magnitude, with activation in the right cuneus (R (2) = 0.64) and paracentral gyrus (R (2) = 0.71), and the left pars opercularis (R (2) = 0.67), superior frontal gyrus (R (2) = 0.62) and inferior parietal cortex (R (2) = 0.63) strongly predicted by CVR. The parietal regions bilaterally were highly consistent, with linear regressions significant in these regions for all four tasks. Group analyses showed that CVR correction increased BOLD sensitivity. Overall, this work suggests that BOLD signal response magnitudes to cognitive tasks are predicted by CVR across different regions of the cerebral cortex, providing support for the use of correction based on baseline vascular physiology. Frontiers Media S.A. 2023-05-09 /pmc/articles/PMC10203231/ /pubmed/37228813 http://dx.doi.org/10.3389/fphys.2023.1167148 Text en Copyright © 2023 Williams, Specht, Mazerolle, Lebel, MacDonald and Pike. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Physiology Williams, Rebecca J. Specht, Jacinta L. Mazerolle, Erin L. Lebel, R. Marc MacDonald, M. Ethan Pike, G. Bruce Correspondence between BOLD fMRI task response and cerebrovascular reactivity across the cerebral cortex |
title | Correspondence between BOLD fMRI task response and cerebrovascular reactivity across the cerebral cortex |
title_full | Correspondence between BOLD fMRI task response and cerebrovascular reactivity across the cerebral cortex |
title_fullStr | Correspondence between BOLD fMRI task response and cerebrovascular reactivity across the cerebral cortex |
title_full_unstemmed | Correspondence between BOLD fMRI task response and cerebrovascular reactivity across the cerebral cortex |
title_short | Correspondence between BOLD fMRI task response and cerebrovascular reactivity across the cerebral cortex |
title_sort | correspondence between bold fmri task response and cerebrovascular reactivity across the cerebral cortex |
topic | Physiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10203231/ https://www.ncbi.nlm.nih.gov/pubmed/37228813 http://dx.doi.org/10.3389/fphys.2023.1167148 |
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