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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...

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Autores principales: Williams, Rebecca J., Specht, Jacinta L., Mazerolle, Erin L., Lebel, R. Marc, MacDonald, M. Ethan, Pike, G. Bruce
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
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.
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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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