NeuroImageNeurosciencePeer-reviewed journal article
A practical modification to a resting state fMRI protocol for improved characterization of cerebrovascular function
Rachael SticklandiD, Kristina M. ZvolanekiD, Stefano MoiaiD, Apoorva Ayyagari, César Caballero‐GaudesiD, Molly G. BrightiD
- Citations
- 30
- FWCI
- 2.11
- Field percentile
- top 13%
Abstract
Cerebrovascular reactivity (CVR), defined here as the Blood Oxygenation Level Dependent (BOLD) response to a CO2 pressure change, is a useful metric of cerebrovascular function. Both the amplitude and the timing (hemodynamic lag) of the CVR response can bring insight into the nature of a cerebrovascular pathology and aid in understanding noise confounds when using functional Magnetic Resonance Imaging (fMRI) to study neural activity. This research assessed a practical modification to a typical resting-state fMRI protocol, to improve the characterization of cerebrovascular function. In 9 healthy subjects, we modelled CVR and lag in three resting-state data segments, and in data segments which added a 2-3 minute breathing task to the start of a resting-state segment. Two different breathing tasks were used to induce fluctuations in arterial CO2 pressure: a breath-hold task to induce hypercapnia (CO2 increase) and a cued deep breathing task to induce hypocapnia (CO2 decrease). Our analysis produced voxel-wise estimates of the amplitude (CVR) and timing (lag) of the BOLD-fMRI response to CO2 by systematically shifting the CO2 regressor in time to optimize the model fit. This optimization inherently increases grey matter CVR values and fit statistics. The inclusion of a simple breathing task, compared to a resting-state scan only, increases the number of voxels in the brain that have a significant relationship between CO2 and BOLD-fMRI signals, and improves our confidence in the plausibility of voxel-wise CVR and hemodynamic lag estimates. We demonstrate the clinical utility and feasibility of this protocol in an incidental finding of Moyamoya disease, and explore the possibilities and challenges of using this protocol in younger populations. This hybrid protocol has direct applications for CVR mapping in both research and clinical settings and wider applications for fMRI denoising and interpretation.
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Quantitative mapping of cerebrovascular reactivity amplitude and delay with breath-hold BOLD fMRI when end-tidal CO2 quality is low
Rebecca G. Clements, Kristina M. Zvolanek, … Molly G. Bright·Imaging NeurosciencePeer-reviewed·Jan 1, 2025
- Lag-optimized BOLD cerebrovascular reactivity derived from breathing task data has a stronger relationship with baseline cerebral blood flow
Rachael Stickland, Kristina M. Zvolanek, … Molly G. Bright·Frontiers in NeurosciencePeer-reviewed·Jun 15, 2022
- Comparing end-tidal CO2, respiration volume per time (RVT), and average gray matter signal for mapping cerebrovascular reactivity amplitude and delay with breath-hold task BOLD fMRI
Kristina M. Zvolanek, Stefano Moia, … Molly G. Bright·NeuroImagePeer-reviewed·Mar 22, 2023
- Bayesian Modelling Approaches for Breath-Hold Induced Cerebrovascular Reactivity
Genevieve Hayes, Daniel Peter Bulte, … Joana Pinto·bioRxiv·Feb 6, 2024
- Cerebrovascular reactivity mapping using breath-hold BOLD-fMRI: comparison of signal models combined with voxelwise lag optimization
C. Domingos, I. Esteves, … P. Figueiredo·bioRxiv·Mar 22, 2024
- Iterative delay correction improves breath-hold cerebrovascular reactivity mapping in clinical populations
Rebecca G. Clements, Fatemeh Geranmayeh, … Molly G. Bright·Imaging NeurosciencePeer-reviewed·Jan 1, 2026