ArticleNeuroImage2019
Layer-specific connectivity revealed by diffusion-weighted functional MRI in the rat thalamocortical pathway.
Article in NeuroImage, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed.
- Complementarity of BOLD and ADC-fMRI in Mapping Brain Visual Processing in the Rat.NMR in biomedicine · 2026Article
- Validation of diffusion and exchange imaging biomarkers via simultaneous real-time NMR and optical microscopy.bioRxiv : the preprint server for biology · 2025Article
- Simultaneous zero echo time fMRI of rat brain and spinal cord.Magnetic resonance in medicine · 2025Article
- Continuous Diffusion-Detected Neuroplasticity during Motor Learning.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Mapping grey and white matter activity in the human brain with isotropic ADC-fMRI.Nature communications · 2025Article
- Elucidating hemodynamics and neuro-glio-vascular signaling using rodent fMRI.Trends in neurosciences · 2025Review
- Mapping Activity and Functional Organisation of the Motor and Visual Pathways Using ADC-fMRI in the Human Brain.Human brain mapping · 2025Article
- Somatosensory-evoked response induces extensive diffusivity and kurtosis changes associated with neural activity in rodents.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Revealing layer-specific cortical activity in human M1 using high-resolution line-scanning fMRI.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Whole-brain, gray, and white matter time-locked functional signal changes with simple tasks and model-free analysis.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- Meranzin Hydrate Improves Depression-Like Behaviors and Hypomotility via Ghrelin and Neurocircuitry.Chinese journal of integrative medicine · 2023Article
- Hemodynamic transient and functional connectivity follow structural connectivity and cell type over the brain hierarchy.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- Article
- Thalamic activations in rat brain by fMRI during tactile (forepaw, whisker) and non-tactile (visual, olfactory) sensory stimulations.PloS one · 2022Article
- Emerging imaging methods to study whole-brain function in rodent models.Translational psychiatry · 2021Review
- Challenges and opportunities of mesoscopic brain mapping with fMRI.Current opinion in behavioral sciences · 2021Article
- The present and the future of microstructure MRI: From a paradigm shift to normal science.Journal of neuroscience methods · 2021Review
- Atypical age-related changes in cortical thickness in autism spectrum disorder.Scientific reports · 2020Article
- Dexmedetomidine - Commonly Used in Functional Imaging Studies - Increases Susceptibility to Seizures in Rats But Not in Wild Type Mice.Frontiers in neuroscience · 2020Article
- Differential effects of aquaporin-4 channel inhibition on BOLD fMRI and diffusion fMRI responses in mouse visual cortex.PloS one · 2020Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Investigating neural activity from a global brain perspective in-vivo has been in the domain of functional Magnetic Resonance Imaging (fMRI) over the past few decades. The intricate neurovascular couplings that govern fMRI's blood-oxygenation-level-dependent (BOLD) functional contrast are invaluable in mapping active brain regions, but they also entail significant limitations, such as non-specificity of the signal to active foci. Diffusion-weighted functional MRI (dfMRI) with relatively high diffusion-weighting strives to ameliorate this shortcoming as it offers functional contrasts more intimately linked with the underlying activity. Insofar, apart from somewhat smaller activation foci, dfMRI's contrasts have not been convincingly shown to offer significant advantages over BOLD-driven fMRI, and its activation maps relied on significant modelling. Here, we study whether dfMRI could offer a better representation of neural activity in the thalamocortical pathway compared to its (spin-echo (SE)) BOLD counterpart. Using high-end forepaw stimulation experiments in the rat at 9.4 T, and with significant sensitivity enhancements due to the use of cryocoils, we show for the first time that dfMRI signals exhibit layer specificity, and, additionally, display signals in areas devoid of SE-BOLD responses. We find that dfMRI signals in the thalamocortical pathway cohere with each other, namely, dfMRI signals in the ventral posterolateral (VPL) thalamic nucleus cohere specifically with layers IV and V in the somatosensory cortex. These activity patterns are much better correlated (compared with SE-BOLD signals) with literature-based electrophysiological recordings in the cortex as well as thalamus. All these findings suggest that dfMRI signals better represent the underlying neural activity in the pathway. In turn, these advanatages may have significant implications towards a much more specific and accurate mapping of neural activity in the global brain in-vivo.
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