Static and dynamic functional connectivity analysis of cerebrovascular reactivity: An fMRI study

Abstract Background Cerebrovascular reactivity (CVR) is an important aspect of brain function, and as such it is important to understand relationship between CVR and functional connectivity. Methods This research studied the role of CVR, or the brain's ability to react to vasoactive stimuli on...

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Main Authors: Noah Lewis, Hanzhang Lu, Peiying Liu, Xirui Hou, Eswar Damaraju, Armin Iraji, Vince Calhoun
Format: Article
Language:English
Published: Wiley 2020-06-01
Series:Brain and Behavior
Subjects:
Online Access:https://doi.org/10.1002/brb3.1516
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spelling doaj-af9b0ffb079a4ac1b79577eb622041a42020-11-25T03:22:19ZengWileyBrain and Behavior2162-32792020-06-01106n/an/a10.1002/brb3.1516Static and dynamic functional connectivity analysis of cerebrovascular reactivity: An fMRI studyNoah Lewis0Hanzhang Lu1Peiying Liu2Xirui Hou3Eswar Damaraju4Armin Iraji5Vince Calhoun6Tri-Institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Georgia institute of Technology, Emory University Atlanta GA USAJohns Hopkins University School of Medicine Baltimore MD USAJohns Hopkins University School of Medicine Baltimore MD USAJohns Hopkins University School of Medicine Baltimore MD USATri-Institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Georgia institute of Technology, Emory University Atlanta GA USATri-Institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Georgia institute of Technology, Emory University Atlanta GA USATri-Institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Georgia institute of Technology, Emory University Atlanta GA USAAbstract Background Cerebrovascular reactivity (CVR) is an important aspect of brain function, and as such it is important to understand relationship between CVR and functional connectivity. Methods This research studied the role of CVR, or the brain's ability to react to vasoactive stimuli on brain functional connectivity by scanning subjects with blood‐oxygenation‐level‐dependent (BOLD) functional magnetic resonance imaging (fMRI) while they periodically inhale room air and a CO 2‐enriched gas mixture. We developed a new metric to measure the effect of CVR on each intrinsic connectivity network (ICN), which contrasts to voxel‐wise CVR. We also studied the changes in whole‐brain connectivity patterns using both static functional network connectivity (sFNC) and dynamic FNC (dFNC). Results We found that network connectivity is generally weaker during vascular dilation, which is supported by previous research. The dFNC analysis revealed that participants did not return to the pre‐CO 2 inhalation state, suggesting that one‐minute periods of room‐air inhalation is not enough for the CO 2 effect to fully dissipate. Conclusions Cerebrovascular reactivity is one tool that the cerebrovascular system uses to ensure the constant, finely‐tuned flow of oxygen to function properly. Understanding the relationship between CVR and brain dynamism can provide unique information about cerebrovascular diseases and general brain function. We observed that CVR has a wide, but consistent relationship to connectivity patterns between functional networks.https://doi.org/10.1002/brb3.1516cerebrovascular reactivityfunctional magnetic resonance imagingfunctional network connectivityneuroimaging
collection DOAJ
language English
format Article
sources DOAJ
author Noah Lewis
Hanzhang Lu
Peiying Liu
Xirui Hou
Eswar Damaraju
Armin Iraji
Vince Calhoun
spellingShingle Noah Lewis
Hanzhang Lu
Peiying Liu
Xirui Hou
Eswar Damaraju
Armin Iraji
Vince Calhoun
Static and dynamic functional connectivity analysis of cerebrovascular reactivity: An fMRI study
Brain and Behavior
cerebrovascular reactivity
functional magnetic resonance imaging
functional network connectivity
neuroimaging
author_facet Noah Lewis
Hanzhang Lu
Peiying Liu
Xirui Hou
Eswar Damaraju
Armin Iraji
Vince Calhoun
author_sort Noah Lewis
title Static and dynamic functional connectivity analysis of cerebrovascular reactivity: An fMRI study
title_short Static and dynamic functional connectivity analysis of cerebrovascular reactivity: An fMRI study
title_full Static and dynamic functional connectivity analysis of cerebrovascular reactivity: An fMRI study
title_fullStr Static and dynamic functional connectivity analysis of cerebrovascular reactivity: An fMRI study
title_full_unstemmed Static and dynamic functional connectivity analysis of cerebrovascular reactivity: An fMRI study
title_sort static and dynamic functional connectivity analysis of cerebrovascular reactivity: an fmri study
publisher Wiley
series Brain and Behavior
issn 2162-3279
publishDate 2020-06-01
description Abstract Background Cerebrovascular reactivity (CVR) is an important aspect of brain function, and as such it is important to understand relationship between CVR and functional connectivity. Methods This research studied the role of CVR, or the brain's ability to react to vasoactive stimuli on brain functional connectivity by scanning subjects with blood‐oxygenation‐level‐dependent (BOLD) functional magnetic resonance imaging (fMRI) while they periodically inhale room air and a CO 2‐enriched gas mixture. We developed a new metric to measure the effect of CVR on each intrinsic connectivity network (ICN), which contrasts to voxel‐wise CVR. We also studied the changes in whole‐brain connectivity patterns using both static functional network connectivity (sFNC) and dynamic FNC (dFNC). Results We found that network connectivity is generally weaker during vascular dilation, which is supported by previous research. The dFNC analysis revealed that participants did not return to the pre‐CO 2 inhalation state, suggesting that one‐minute periods of room‐air inhalation is not enough for the CO 2 effect to fully dissipate. Conclusions Cerebrovascular reactivity is one tool that the cerebrovascular system uses to ensure the constant, finely‐tuned flow of oxygen to function properly. Understanding the relationship between CVR and brain dynamism can provide unique information about cerebrovascular diseases and general brain function. We observed that CVR has a wide, but consistent relationship to connectivity patterns between functional networks.
topic cerebrovascular reactivity
functional magnetic resonance imaging
functional network connectivity
neuroimaging
url https://doi.org/10.1002/brb3.1516
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