Cargando…

Layer-specific connectivity revealed by diffusion-weighted functional MRI in the rat thalamocortical pathway

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 inval...

Descripción completa

Detalles Bibliográficos
Autores principales: Nunes, Daniel, Ianus, Andrada, Shemesh, Noam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academic Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6264401/
https://www.ncbi.nlm.nih.gov/pubmed/30267858
http://dx.doi.org/10.1016/j.neuroimage.2018.09.050
_version_ 1783375488048168960
author Nunes, Daniel
Ianus, Andrada
Shemesh, Noam
author_facet Nunes, Daniel
Ianus, Andrada
Shemesh, Noam
author_sort Nunes, Daniel
collection PubMed
description 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.
format Online
Article
Text
id pubmed-6264401
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Academic Press
record_format MEDLINE/PubMed
spelling pubmed-62644012019-01-01 Layer-specific connectivity revealed by diffusion-weighted functional MRI in the rat thalamocortical pathway Nunes, Daniel Ianus, Andrada Shemesh, Noam Neuroimage Article 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. Academic Press 2019-01-01 /pmc/articles/PMC6264401/ /pubmed/30267858 http://dx.doi.org/10.1016/j.neuroimage.2018.09.050 Text en © 2018 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Nunes, Daniel
Ianus, Andrada
Shemesh, Noam
Layer-specific connectivity revealed by diffusion-weighted functional MRI in the rat thalamocortical pathway
title Layer-specific connectivity revealed by diffusion-weighted functional MRI in the rat thalamocortical pathway
title_full Layer-specific connectivity revealed by diffusion-weighted functional MRI in the rat thalamocortical pathway
title_fullStr Layer-specific connectivity revealed by diffusion-weighted functional MRI in the rat thalamocortical pathway
title_full_unstemmed Layer-specific connectivity revealed by diffusion-weighted functional MRI in the rat thalamocortical pathway
title_short Layer-specific connectivity revealed by diffusion-weighted functional MRI in the rat thalamocortical pathway
title_sort layer-specific connectivity revealed by diffusion-weighted functional mri in the rat thalamocortical pathway
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6264401/
https://www.ncbi.nlm.nih.gov/pubmed/30267858
http://dx.doi.org/10.1016/j.neuroimage.2018.09.050
work_keys_str_mv AT nunesdaniel layerspecificconnectivityrevealedbydiffusionweightedfunctionalmriintheratthalamocorticalpathway
AT ianusandrada layerspecificconnectivityrevealedbydiffusionweightedfunctionalmriintheratthalamocorticalpathway
AT shemeshnoam layerspecificconnectivityrevealedbydiffusionweightedfunctionalmriintheratthalamocorticalpathway