ArticleNeuroImage2023
Hemodynamic timing in resting-state and breathing-task BOLD fMRI.
Article in NeuroImage, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 15 citations in OpenAlex.
- Cerebrovascular Reactivity Assessment with Breath-Hold Functional MRI in Patients with Moyamoya Angiopathy: Which Time Period to Analyze?Diagnostics (Basel, Switzerland) · 2026Article
- Multi-echo BOLD fMRI improves cerebrovascular reactivity estimates in stroke.bioRxiv : the preprint server for biology · 2026Article
- Iterative delay correction improves breath-hold cerebrovascular reactivity mapping in clinical populations.Imaging neuroscience (Cambridge, Mass.) · 2026Article
- Evaluating the dependence of ADC-fMRI on haemodynamics in breath-hold and resting-state conditions.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Multiparametric Brain Hemodynamics Imaging Using a Combined Ultrafast Ultrasound and Photoacoustic System.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Delayed cerebrovascular reactivity in individuals with spinal cord injury in the right inferior parietal lobe: a breath-hold functional near-infrared spectroscopy study.medRxiv : the preprint server for health sciences · 2024Article
- Denoising task-correlated head motion from motor-task fMRI data with multi-echo ICA.Imaging neuroscience (Cambridge, Mass.) · 2024Article
- Dissecting Multiparametric Cerebral Hemodynamics using Integrated Ultrafast Ultrasound and Multispectral Photoacoustic Imaging.bioRxiv : the preprint server for biology · 2023Article
- Denoising task-correlated head motion from motor-task fMRI data with multi-echo ICA.bioRxiv : the preprint server for biology · 2023Article
- Spatial Smoothing Effect on Group-Level Functional Connectivity during Resting and Task-Based fMRI.Sensors (Basel, Switzerland) · 2023Article
Corrections and comments
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
The blood flow response to a vasoactive stimulus demonstrates regional heterogeneity across both the healthy brain and in cerebrovascular pathology. The timing of a regional hemodynamic response is emerging as an important biomarker of cerebrovascular dysfunction, as well as a confound within fMRI analyses. Previous research demonstrated that hemodynamic timing is more robustly characterized when a larger systemic vascular response is evoked by a breathing challenge, compared to when only spontaneous fluctuations in vascular physiology are present (i.e., in resting-state data). However, it is not clear whether hemodynamic delays in these two conditions are physiologically interchangeable, and how methodological signal-to-noise factors may limit their agreement. To address this, we generated whole-brain maps of hemodynamic delays in nine healthy adults. We assessed the agreement of voxel-wise gray matter (GM) hemodynamic delays between two conditions: resting-state and breath-holding. We found that delay values demonstrated poor agreement when considering all GM voxels, but increasingly greater agreement when limiting analyses to voxels showing strong correlation with the GM mean time-series. Voxels showing the strongest agreement with the GM mean time-series were primarily located near large venous vessels, however these voxels explain some, but not all, of the observed agreement in timing. Increasing the degree of spatial smoothing of the fMRI data enhanced the correlation between individual voxel time-series and the GM mean time-series. These results suggest that signal-to-noise factors may be limiting the accuracy of voxel-wise timing estimates and hence their agreement between the two data segments. In conclusion, caution must be taken when using voxel-wise delay estimates from resting-state and breathing-task data interchangeably, and additional work is needed to evaluate their relative sensitivity and specificity to aspects of vascular physiology and pathology.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.