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research article

Towards reliable spinal cord fMRI: Assessment of common imaging protocols

Kinany, Nawal  
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Pirondini, Elvira
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Mattera, Loan
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April 15, 2022
Neuroimage

Functional magnetic resonance imaging (fMRI) has revolutionized the investigation of brain function. Similar approaches can be translated to probe spinal mechanisms. However, imaging the spinal cord remains challenging, notably due to its size and location. Technological advances are gradually tackling these issues, though there is yet no consensus on optimal acquisition protocols. In this study, we assessed the performance of three sequences during a simple motor task and at rest, in 15 healthy humans. Building upon recent literature, we selected three imaging protocols: a sequence integrating outer volume suppression (OVS) and two sequences implementing inner field-of-view imaging (ZOOMit) with different spatial and temporal resolutions. Images acquired using the OVS sequence appeared more prone to breathing-induced signal fluctuations, though they exhibited a higher temporal signal-to-noise ratio than ZOOMit sequences. Conversely, the spatial signal-to-noise ratio was higher for the two ZOOMit schemes. In spite of these differences in signal properties, all sequences yielded comparable performance in detecting group-level task-related activity, observed in the expected spinal levels. Nevertheless, our results suggest a superior sensitivity and robustness of patterns imaged using the OVS acquisition scheme. To analyze the data acquired at rest, we deployed a dynamic functional connectivity framework, SpiCiCAP, and we evaluated the ability of the three acquisition schemes to disentangle intrinsic spinal signals. We demonstrated that meaningful subdivisions of the spinal cord's functional architecture could be uncovered for all three sequences, with similar spatio-temporal properties across acquisition parameters. Cleaner and more stable components were, however, obtained using ZOOMit sequences. This study emphasizes the potential of fMRI as a robust tool to image spinal activity in vivo and it highlights specificities and similarities of three acquisition methods. This represents a key step towards the establishment of standardized spinal cord fMRI protocols.

  • Details
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Type
research article
DOI
10.1016/j.neuroimage.2022.118964
Web of Science ID

WOS:000766267800007

Author(s)
Kinany, Nawal  
Pirondini, Elvira
Mattera, Loan
Martuzzi, Roberto
Micera, Silvestro  
Van De Ville, Dimitri  
Date Issued

2022-04-15

Publisher

ACADEMIC PRESS INC ELSEVIER SCIENCE

Published in
Neuroimage
Volume

250

Article Number

118964

Subjects

Neurosciences

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Neuroimaging

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Radiology, Nuclear Medicine & Medical Imaging

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Neurosciences & Neurology

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Radiology, Nuclear Medicine & Medical Imaging

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of-the-art

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functional mri

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motion correction

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b-0 field

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noise

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single

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connectivity

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involvement

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activation

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responses

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
MIPLAB  
TNE  
Available on Infoscience
March 28, 2022
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/186723
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