Validating layer-specific VASO across species
Laurentius HuberiD, Benedikt Andreas PoseriD, Amanda L. KaasiD, Elizabeth Jane FeariD, Sebastian DresbachiD, Jason BerwickiD, Rainer GoebeliD, Robert TurneriD, Aneurin J. KennerleyiD
Abstract
Cerebral blood volume (CBV) has been shown to be a robust and important physiological parameter for quantitative interpretation of functional (f)MRI, capable of delivering highly localized mapping of neural activity. Indeed, with recent advances in ultra-high-field (>=7T) MRI hardware and associated sequence libraries, it has become possible to capture non-invasive CBV weighted fMRI signals across cortical layers. One of the most widely used approaches to achieve this (in humans) is through vascular-space-occupancy (VASO) fMRI. Unfortunately, the exact contrast mechanisms of layer-dependent VASO fMRI have not been validated and thus interpretation of such data is confounded. Here we cross-validate layer-dependent VASO fMRI contrast in a preclinical rat model using well established (but invasive) imaging methods in response to neuronal activation (somatosensory cortex) and respiratory challenge (hypercapnia). In particular VASO derived CBV measures are directly compared to concurrent measures of total haemoglobin changes from high resolution intrinsic optical imaging spectroscopy (OIS). Through direct comparison of response magnitude, across time, negligible changes in hematocrit ratio during activation (neuronal or vascular) are inferred. Quantified cortical layer profiling is demonstrated and in agreement between both VASO and contrast enhanced fMRI (using monocrystalline iron oxide nanoparticles, MION). Responses show high spatial localisation to layers of cortical excitatory and inhibitory processing independent of confounding large draining veins which hamper BOLD fMRI studies. While we find increased VASO based CBV reactivity (3.1 {+/-} 1.2 fold increase) in humans compared to rats it is demonstrated that this reflects differences in stimulus design rather than confounds of the VASO signal source. Together, our findings confirm that the VASO contrast is indeed a reliable estimate of layer-specific CBV changes. This validation study increases the neuronal interpretability of human layer-dependent fMRI results and should supersede BOLD fMRI as the method of choice in neuroscience application studies. HighlightsO_LIOur goal is to validate layer-specific VASO fMRI with gold standard methods C_LIO_LILayer-specific VASO sequences are implemented for 7T imaging in humans and rats C_LIO_LIComparisons of VASO, optical imaging, and MION confirm the expected contrast origin C_LIO_LISomatosensory stimulation in humans and rats reveal the same layer-fMRI signatures C_LIO_LIWe confirm that VASO is a valid measure to estimate layer-specific neural activity C_LI Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=81 SRC="FIGDIR/small/219378v1_ufig1.gif" ALT="Figure 1"> View larger version (39K): org.highwire.dtl.DTLVardef@4f9733org.highwire.dtl.DTLVardef@14fccd2org.highwire.dtl.DTLVardef@101edaorg.highwire.dtl.DTLVardef@598bae_HPS_FORMAT_FIGEXP M_FIG C_FIG
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 24
- FWCI
- 1.85
- Field percentile
- top 15%
- Organism
- Assay
- Research Focus
- Approach
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
- Modelling the depth-dependent VASO and BOLD responses in human primary visual cortex
Atena Akbari, Saskia Bollmann, … Markus Barth·Human Brain MappingPeer-reviewed·Oct 3, 2022
- Fast layer-fMRI VASO with short stimuli and event-related designs at 7T
Sebastian Dresbach, Laurentius Huber, … Rainer Goebel·NeuroImagePeer-reviewed·Aug 8, 2023
- Evaluating the capabilities and challenges of layer-fMRI VASO at 3T
Laurentius Huber, Lisa Kronbichler, … Martin Kronbichler·Aperture NeuroPeer-reviewed·Aug 9, 2023
- Cerebral blood volume sensitive layer-fMRI in the human auditory cortex at 7 Tesla: Challenges and capabilities
Lonike K. Faes, Federico De Martino, Laurentius Huber·PLoS ONEPeer-reviewed·Feb 9, 2023
- Comparison of BOLD and CBV using 3D EPI and 3D GRASE for cortical layer fMRI at 7T.
Alexander J. S. Beckett, Tetiana Dadakova, … David A. Feinberg·Magnetic Resonance in MedicinePeer-reviewed·Jun 18, 2020
- Characterisation of laminar and vascular spatiotemporal dynamics of CBV and BOLD signals using VASO and ME-GRE at 7T in humans
Sebastian Dresbach, Laurentius Huber, … Rainer Goebel·Imaging NeurosciencePeer-reviewed·Jan 1, 2024