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Mapping Long-Term Functional Changes in Cerebral Blood Flow by Arterial Spin Labeling

Although arterial spin labeling (ASL) is appealing for mapping long-term changes in functional activity, inter-sessional variations in basal blood flow, arterial transit times (ATTs), and alignment errors, can result in significant false activation when comparing images from separate sessions. By ta...

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Autores principales: Ssali, Tracy, Anazodo, Udunna C., Bureau, Yves, MacIntosh, Bradley J., Günther, Matthias, St. Lawrence, Keith
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5051683/
https://www.ncbi.nlm.nih.gov/pubmed/27706218
http://dx.doi.org/10.1371/journal.pone.0164112
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author Ssali, Tracy
Anazodo, Udunna C.
Bureau, Yves
MacIntosh, Bradley J.
Günther, Matthias
St. Lawrence, Keith
author_facet Ssali, Tracy
Anazodo, Udunna C.
Bureau, Yves
MacIntosh, Bradley J.
Günther, Matthias
St. Lawrence, Keith
author_sort Ssali, Tracy
collection PubMed
description Although arterial spin labeling (ASL) is appealing for mapping long-term changes in functional activity, inter-sessional variations in basal blood flow, arterial transit times (ATTs), and alignment errors, can result in significant false activation when comparing images from separate sessions. By taking steps to reduce these sources of noise, this study assessed the ability of ASL to detect functional CBF changes between sessions. ASL data were collected in three sessions to image ATT, resting CBF and CBF changes associated with motor activation (7 participants). Activation maps were generated using rest and task images acquired in the same session and from sessions separated by up to a month. Good agreement was found when comparing between-session activation maps to within-session activation maps with only a 16% decrease in precision (within-session: 90 ± 7%) and a 13% decrease in the Dice similarity (within-session: 0.75 ± 0.07) coefficient after a month. In addition, voxel-wise reproducibility (within-session: 4.7 ± 4.5%) and reliability (within-session: 0.89 ± 0.20) of resting grey-matter CBF decreased by less than 18% for the between-session analysis relative to within-session values. ATT variability between sessions (5.0 ± 2.7%) was roughly half the between-subject variability, indicating that its effects on longitudinal CBF were minimal. These results demonstrate that conducting voxel-wise analysis on CBF images acquired on different days is feasible with only modest loss in precision, highlighting the potential of ASL for longitudinal studies.
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spelling pubmed-50516832016-10-27 Mapping Long-Term Functional Changes in Cerebral Blood Flow by Arterial Spin Labeling Ssali, Tracy Anazodo, Udunna C. Bureau, Yves MacIntosh, Bradley J. Günther, Matthias St. Lawrence, Keith PLoS One Research Article Although arterial spin labeling (ASL) is appealing for mapping long-term changes in functional activity, inter-sessional variations in basal blood flow, arterial transit times (ATTs), and alignment errors, can result in significant false activation when comparing images from separate sessions. By taking steps to reduce these sources of noise, this study assessed the ability of ASL to detect functional CBF changes between sessions. ASL data were collected in three sessions to image ATT, resting CBF and CBF changes associated with motor activation (7 participants). Activation maps were generated using rest and task images acquired in the same session and from sessions separated by up to a month. Good agreement was found when comparing between-session activation maps to within-session activation maps with only a 16% decrease in precision (within-session: 90 ± 7%) and a 13% decrease in the Dice similarity (within-session: 0.75 ± 0.07) coefficient after a month. In addition, voxel-wise reproducibility (within-session: 4.7 ± 4.5%) and reliability (within-session: 0.89 ± 0.20) of resting grey-matter CBF decreased by less than 18% for the between-session analysis relative to within-session values. ATT variability between sessions (5.0 ± 2.7%) was roughly half the between-subject variability, indicating that its effects on longitudinal CBF were minimal. These results demonstrate that conducting voxel-wise analysis on CBF images acquired on different days is feasible with only modest loss in precision, highlighting the potential of ASL for longitudinal studies. Public Library of Science 2016-10-05 /pmc/articles/PMC5051683/ /pubmed/27706218 http://dx.doi.org/10.1371/journal.pone.0164112 Text en © 2016 Ssali et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ssali, Tracy
Anazodo, Udunna C.
Bureau, Yves
MacIntosh, Bradley J.
Günther, Matthias
St. Lawrence, Keith
Mapping Long-Term Functional Changes in Cerebral Blood Flow by Arterial Spin Labeling
title Mapping Long-Term Functional Changes in Cerebral Blood Flow by Arterial Spin Labeling
title_full Mapping Long-Term Functional Changes in Cerebral Blood Flow by Arterial Spin Labeling
title_fullStr Mapping Long-Term Functional Changes in Cerebral Blood Flow by Arterial Spin Labeling
title_full_unstemmed Mapping Long-Term Functional Changes in Cerebral Blood Flow by Arterial Spin Labeling
title_short Mapping Long-Term Functional Changes in Cerebral Blood Flow by Arterial Spin Labeling
title_sort mapping long-term functional changes in cerebral blood flow by arterial spin labeling
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5051683/
https://www.ncbi.nlm.nih.gov/pubmed/27706218
http://dx.doi.org/10.1371/journal.pone.0164112
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