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Investigating resting-state functional connectivity in the cervical spinal cord at 3 T

The study of spontaneous fluctuations in the blood-oxygen-level-dependent (BOLD) signal has recently been extended from the brain to the spinal cord. Two ultra-high field functional magnetic resonance imaging (fMRI) studies in humans have provided evidence for reproducible resting-state connectivity...

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Autores principales: Eippert, Falk, Kong, Yazhuo, Winkler, Anderson M., Andersson, Jesper L., Finsterbusch, Jürgen, Büchel, Christian, Brooks, Jonathan C.W., Tracey, Irene
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academic Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5315056/
https://www.ncbi.nlm.nih.gov/pubmed/28027960
http://dx.doi.org/10.1016/j.neuroimage.2016.12.072
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author Eippert, Falk
Kong, Yazhuo
Winkler, Anderson M.
Andersson, Jesper L.
Finsterbusch, Jürgen
Büchel, Christian
Brooks, Jonathan C.W.
Tracey, Irene
author_facet Eippert, Falk
Kong, Yazhuo
Winkler, Anderson M.
Andersson, Jesper L.
Finsterbusch, Jürgen
Büchel, Christian
Brooks, Jonathan C.W.
Tracey, Irene
author_sort Eippert, Falk
collection PubMed
description The study of spontaneous fluctuations in the blood-oxygen-level-dependent (BOLD) signal has recently been extended from the brain to the spinal cord. Two ultra-high field functional magnetic resonance imaging (fMRI) studies in humans have provided evidence for reproducible resting-state connectivity between the dorsal horns as well as between the ventral horns, and a study in non-human primates has shown that these resting-state signals are impacted by spinal cord injury. As these studies were carried out at ultra-high field strengths using region-of-interest (ROI) based analyses, we investigated whether such resting-state signals could also be observed at the clinically more prevalent field strength of 3 T. In a reanalysis of a sample of 20 healthy human participants who underwent a resting-state fMRI acquisition of the cervical spinal cord, we were able to observe significant dorsal horn connectivity as well as ventral horn connectivity, but no consistent effects for connectivity between dorsal and ventral horns, thus replicating the human 7 T results. These effects were not only observable when averaging along the acquired length of the spinal cord, but also when we examined each of the acquired spinal segments separately, which showed similar patterns of connectivity. Finally, we investigated the robustness of these resting-state signals against variations in the analysis pipeline by varying the type of ROI creation, temporal filtering, nuisance regression and connectivity metric. We observed that – apart from the effects of band-pass filtering – ventral horn connectivity showed excellent robustness, whereas dorsal horn connectivity showed moderate robustness. Together, our results provide evidence that spinal cord resting-state connectivity is a robust and spatially consistent phenomenon that could be a valuable tool for investigating the effects of pathology, disease progression, and treatment response in neurological conditions with a spinal component, such as spinal cord injury.
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spelling pubmed-53150562017-02-26 Investigating resting-state functional connectivity in the cervical spinal cord at 3 T Eippert, Falk Kong, Yazhuo Winkler, Anderson M. Andersson, Jesper L. Finsterbusch, Jürgen Büchel, Christian Brooks, Jonathan C.W. Tracey, Irene Neuroimage Article The study of spontaneous fluctuations in the blood-oxygen-level-dependent (BOLD) signal has recently been extended from the brain to the spinal cord. Two ultra-high field functional magnetic resonance imaging (fMRI) studies in humans have provided evidence for reproducible resting-state connectivity between the dorsal horns as well as between the ventral horns, and a study in non-human primates has shown that these resting-state signals are impacted by spinal cord injury. As these studies were carried out at ultra-high field strengths using region-of-interest (ROI) based analyses, we investigated whether such resting-state signals could also be observed at the clinically more prevalent field strength of 3 T. In a reanalysis of a sample of 20 healthy human participants who underwent a resting-state fMRI acquisition of the cervical spinal cord, we were able to observe significant dorsal horn connectivity as well as ventral horn connectivity, but no consistent effects for connectivity between dorsal and ventral horns, thus replicating the human 7 T results. These effects were not only observable when averaging along the acquired length of the spinal cord, but also when we examined each of the acquired spinal segments separately, which showed similar patterns of connectivity. Finally, we investigated the robustness of these resting-state signals against variations in the analysis pipeline by varying the type of ROI creation, temporal filtering, nuisance regression and connectivity metric. We observed that – apart from the effects of band-pass filtering – ventral horn connectivity showed excellent robustness, whereas dorsal horn connectivity showed moderate robustness. Together, our results provide evidence that spinal cord resting-state connectivity is a robust and spatially consistent phenomenon that could be a valuable tool for investigating the effects of pathology, disease progression, and treatment response in neurological conditions with a spinal component, such as spinal cord injury. Academic Press 2017-02-15 /pmc/articles/PMC5315056/ /pubmed/28027960 http://dx.doi.org/10.1016/j.neuroimage.2016.12.072 Text en © 2016 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Eippert, Falk
Kong, Yazhuo
Winkler, Anderson M.
Andersson, Jesper L.
Finsterbusch, Jürgen
Büchel, Christian
Brooks, Jonathan C.W.
Tracey, Irene
Investigating resting-state functional connectivity in the cervical spinal cord at 3 T
title Investigating resting-state functional connectivity in the cervical spinal cord at 3 T
title_full Investigating resting-state functional connectivity in the cervical spinal cord at 3 T
title_fullStr Investigating resting-state functional connectivity in the cervical spinal cord at 3 T
title_full_unstemmed Investigating resting-state functional connectivity in the cervical spinal cord at 3 T
title_short Investigating resting-state functional connectivity in the cervical spinal cord at 3 T
title_sort investigating resting-state functional connectivity in the cervical spinal cord at 3 t
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5315056/
https://www.ncbi.nlm.nih.gov/pubmed/28027960
http://dx.doi.org/10.1016/j.neuroimage.2016.12.072
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